warning: commands will be executed using /bin/sh
job 3107 at Thu Jun  5 02:04:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse21-140604/YutaMouse21-140604/YutaMouse21-140604
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1326027 data points of dimension 48.
meanDims = 48
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 442009 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 23200 members 
Mstep: Class 3 contains 23216 members 
Mstep: Class 4 contains 23322 members 
Mstep: Class 5 contains 23232 members 
Mstep: Class 6 contains 23414 members 
Mstep: Class 7 contains 22935 members 
Mstep: Class 8 contains 23136 members 
Mstep: Class 9 contains 23277 members 
Mstep: Class 10 contains 23181 members 
Mstep: Class 11 contains 23416 members 
Mstep: Class 12 contains 23096 members 
Mstep: Class 13 contains 23261 members 
Mstep: Class 14 contains 23246 members 
Mstep: Class 15 contains 23403 members 
Mstep: Class 16 contains 23277 members 
Mstep: Class 17 contains 23330 members 
Mstep: Class 18 contains 23290 members 
Mstep: Class 19 contains 23172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1328.416260 but Gain 7961.937500
Score: -84993968.000000 Penalty: 143314.921875
Iteration 0F: 19 clusters Score -8.499397e+07 nChanged 413348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2700 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 23076 members 
Mstep: Class 4 contains 22931 members 
Mstep: Class 5 contains 16187 members 
Mstep: Class 6 contains 8932 members 
Mstep: Class 7 contains 30100 members 
Mstep: Class 8 contains 45408 members 
Mstep: Class 9 contains 19671 members 
Mstep: Class 10 contains 31691 members 
Mstep: Class 11 contains 21528 members 
Mstep: Class 12 contains 55389 members 
Mstep: Class 13 contains 23476 members 
Mstep: Class 14 contains 18926 members 
Mstep: Class 15 contains 33179 members 
Mstep: Class 16 contains 23692 members 
Mstep: Class 17 contains 17668 members 
Mstep: Class 18 contains 35459 members 
Mstep: Class 19 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 7506.867188 but Gain 7961.937500
Score: -87683640.000000 Penalty: 135352.984375
Iteration 1F: 18 clusters Score -8.768364e+07 nChanged 194287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1248 members 
Mstep: Class 2 contains 3715 members 
Mstep: Class 3 contains 20654 members 
Mstep: Class 4 contains 6075 members 
Mstep: Class 5 contains 12065 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 50281 members 
Mstep: Class 8 contains 69161 members 
Mstep: Class 10 contains 29942 members 
Mstep: Class 11 contains 35529 members 
Mstep: Class 12 contains 70789 members 
Mstep: Class 13 contains 14021 members 
Mstep: Class 14 contains 14308 members 
Mstep: Class 15 contains 49241 members 
Mstep: Class 16 contains 17106 members 
Mstep: Class 17 contains 2299 members 
Mstep: Class 18 contains 40247 members 
Mstep: Class 19 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 7108.203613 but Gain 7961.945312
Score: -88552344.000000 Penalty: 127391.039062
Iteration 2F: 17 clusters Score -8.855234e+07 nChanged 138201
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 3 contains 17812 members 
Mstep: Class 5 contains 6891 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 58999 members 
Mstep: Class 8 contains 78507 members 
Mstep: Class 10 contains 29730 members 
Mstep: Class 11 contains 66379 members 
Mstep: Class 12 contains 62487 members 
Mstep: Class 13 contains 8282 members 
Mstep: Class 14 contains 12357 members 
Mstep: Class 15 contains 50230 members 
Mstep: Class 16 contains 9191 members 
Mstep: Class 17 contains 674 members 
Mstep: Class 18 contains 32839 members 
Mstep: Class 19 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 6672.190430 but Gain 7961.945312
Score: -88892544.000000 Penalty: 119429.093750
Iteration 3F: 16 clusters Score -8.889254e+07 nChanged 96365
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 2 contains 1918 members 
Mstep: Class 3 contains 18313 members 
Mstep: Class 6 contains 1852 members 
Mstep: Class 7 contains 58520 members 
Mstep: Class 8 contains 85991 members 
Mstep: Class 10 contains 26616 members 
Mstep: Class 11 contains 87092 members 
Mstep: Class 12 contains 52569 members 
Mstep: Class 13 contains 8770 members 
Mstep: Class 14 contains 11552 members 
Mstep: Class 15 contains 47754 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 29621 members 
Mstep: Class 19 contains 2835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89050080.000000 Penalty: 119429.093750
Iteration 4F: 16 clusters Score -8.905008e+07 nChanged 69386
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 23151 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 52671 members 
Mstep: Class 8 contains 88526 members 
Mstep: Class 10 contains 24025 members 
Mstep: Class 11 contains 94706 members 
Mstep: Class 12 contains 43634 members 
Mstep: Class 13 contains 11759 members 
Mstep: Class 14 contains 11731 members 
Mstep: Class 15 contains 47972 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 28539 members 
Mstep: Class 19 contains 2827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89154536.000000 Penalty: 119429.093750
Iteration 5F: 16 clusters Score -8.915454e+07 nChanged 58098
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 27796 members 
Mstep: Class 6 contains 1979 members 
Mstep: Class 7 contains 46322 members 
Mstep: Class 8 contains 85014 members 
Mstep: Class 10 contains 22931 members 
Mstep: Class 11 contains 96629 members 
Mstep: Class 12 contains 36411 members 
Mstep: Class 13 contains 14888 members 
Mstep: Class 14 contains 13894 members 
Mstep: Class 15 contains 53545 members 
Mstep: Class 16 contains 9011 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 28631 members 
Mstep: Class 19 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89223272.000000 Penalty: 119429.093750
Iteration 6F: 16 clusters Score -8.922327e+07 nChanged 47600
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 29685 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 42001 members 
Mstep: Class 8 contains 78445 members 
Mstep: Class 10 contains 22645 members 
Mstep: Class 11 contains 95849 members 
Mstep: Class 12 contains 30361 members 
Mstep: Class 13 contains 17641 members 
Mstep: Class 14 contains 17028 members 
Mstep: Class 15 contains 62726 members 
Mstep: Class 16 contains 9615 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 18 contains 29046 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89267432.000000 Penalty: 119429.093750
Iteration 7F: 16 clusters Score -8.926743e+07 nChanged 37757
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 30266 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 7 contains 39267 members 
Mstep: Class 8 contains 71656 members 
Mstep: Class 10 contains 22603 members 
Mstep: Class 11 contains 94357 members 
Mstep: Class 12 contains 25267 members 
Mstep: Class 13 contains 19968 members 
Mstep: Class 14 contains 19877 members 
Mstep: Class 15 contains 72655 members 
Mstep: Class 16 contains 10035 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 29070 members 
Mstep: Class 19 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89298192.000000 Penalty: 119429.093750
Iteration 8F: 16 clusters Score -8.929819e+07 nChanged 28426
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 1315 members 
Mstep: Class 3 contains 30223 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 37354 members 
Mstep: Class 8 contains 66471 members 
Mstep: Class 10 contains 22610 members 
Mstep: Class 11 contains 93035 members 
Mstep: Class 12 contains 21131 members 
Mstep: Class 13 contains 21804 members 
Mstep: Class 14 contains 22012 members 
Mstep: Class 15 contains 81284 members 
Mstep: Class 16 contains 10316 members 
Mstep: Class 17 contains 674 members 
Mstep: Class 18 contains 28763 members 
Mstep: Class 19 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89318312.000000 Penalty: 119429.093750
Iteration 9F: 16 clusters Score -8.931831e+07 nChanged 20604
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 29973 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 35838 members 
Mstep: Class 8 contains 62913 members 
Mstep: Class 10 contains 22646 members 
Mstep: Class 11 contains 92016 members 
Mstep: Class 12 contains 17978 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 23552 members 
Mstep: Class 15 contains 87897 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 28445 members 
Mstep: Class 19 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89329464.000000 Penalty: 119429.093750
Iteration 10Q: 16 clusters Score -8.932946e+07 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 29717 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 7 contains 34628 members 
Mstep: Class 8 contains 60134 members 
Mstep: Class 10 contains 22661 members 
Mstep: Class 11 contains 91326 members 
Mstep: Class 12 contains 15681 members 
Mstep: Class 13 contains 24334 members 
Mstep: Class 14 contains 24605 members 
Mstep: Class 15 contains 93121 members 
Mstep: Class 16 contains 10576 members 
Mstep: Class 17 contains 728 members 
Mstep: Class 18 contains 28196 members 
Mstep: Class 19 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89336112.000000 Penalty: 119429.093750
Iteration 11Q: 16 clusters Score -8.933611e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 1248 members 
Mstep: Class 3 contains 29434 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 33669 members 
Mstep: Class 8 contains 57699 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 90856 members 
Mstep: Class 12 contains 13966 members 
Mstep: Class 13 contains 25170 members 
Mstep: Class 14 contains 25322 members 
Mstep: Class 15 contains 97415 members 
Mstep: Class 16 contains 10625 members 
Mstep: Class 17 contains 733 members 
Mstep: Class 18 contains 28123 members 
Mstep: Class 19 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89340136.000000 Penalty: 119429.093750
Iteration 12Q: 16 clusters Score -8.934014e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 29154 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 32810 members 
Mstep: Class 8 contains 55591 members 
Mstep: Class 10 contains 22745 members 
Mstep: Class 11 contains 90502 members 
Mstep: Class 12 contains 12695 members 
Mstep: Class 13 contains 25833 members 
Mstep: Class 14 contains 25841 members 
Mstep: Class 15 contains 101118 members 
Mstep: Class 16 contains 10625 members 
Mstep: Class 17 contains 734 members 
Mstep: Class 18 contains 28081 members 
Mstep: Class 19 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89343456.000000 Penalty: 119429.093750
Iteration 13Q: 16 clusters Score -8.934346e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 28891 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 32032 members 
Mstep: Class 8 contains 53774 members 
Mstep: Class 10 contains 22755 members 
Mstep: Class 11 contains 90275 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 104282 members 
Mstep: Class 16 contains 10631 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 28072 members 
Mstep: Class 19 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89346304.000000 Penalty: 119429.093750
Iteration 14Q: 16 clusters Score -8.93463e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 28614 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 31378 members 
Mstep: Class 8 contains 52313 members 
Mstep: Class 10 contains 22727 members 
Mstep: Class 11 contains 90116 members 
Mstep: Class 12 contains 10977 members 
Mstep: Class 13 contains 26854 members 
Mstep: Class 14 contains 26351 members 
Mstep: Class 15 contains 106902 members 
Mstep: Class 16 contains 10664 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 28113 members 
Mstep: Class 19 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89348368.000000 Penalty: 119429.093750
Iteration 15Q: 16 clusters Score -8.934837e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 28318 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 30774 members 
Mstep: Class 8 contains 51112 members 
Mstep: Class 10 contains 22707 members 
Mstep: Class 11 contains 89969 members 
Mstep: Class 12 contains 10364 members 
Mstep: Class 13 contains 27222 members 
Mstep: Class 14 contains 26520 members 
Mstep: Class 15 contains 109146 members 
Mstep: Class 16 contains 10713 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 28178 members 
Mstep: Class 19 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89349472.000000 Penalty: 119429.093750
Iteration 16Q: 16 clusters Score -8.934947e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 27992 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 30280 members 
Mstep: Class 8 contains 50116 members 
Mstep: Class 10 contains 22676 members 
Mstep: Class 11 contains 89880 members 
Mstep: Class 12 contains 9877 members 
Mstep: Class 13 contains 27515 members 
Mstep: Class 14 contains 26639 members 
Mstep: Class 15 contains 111065 members 
Mstep: Class 16 contains 10746 members 
Mstep: Class 17 contains 736 members 
Mstep: Class 18 contains 28254 members 
Mstep: Class 19 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89350384.000000 Penalty: 119429.093750
Iteration 17Q: 16 clusters Score -8.935038e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 27690 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 29892 members 
Mstep: Class 8 contains 49325 members 
Mstep: Class 10 contains 22600 members 
Mstep: Class 11 contains 89832 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 27759 members 
Mstep: Class 14 contains 26707 members 
Mstep: Class 15 contains 112706 members 
Mstep: Class 16 contains 10752 members 
Mstep: Class 17 contains 736 members 
Mstep: Class 18 contains 28267 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89351032.000000 Penalty: 119429.093750
Iteration 18Q: 16 clusters Score -8.935103e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 1151 members 
Mstep: Class 3 contains 27397 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 29573 members 
Mstep: Class 8 contains 48745 members 
Mstep: Class 10 contains 22581 members 
Mstep: Class 11 contains 89809 members 
Mstep: Class 12 contains 9191 members 
Mstep: Class 13 contains 27970 members 
Mstep: Class 14 contains 26776 members 
Mstep: Class 15 contains 114049 members 
Mstep: Class 16 contains 10747 members 
Mstep: Class 17 contains 737 members 
Mstep: Class 18 contains 28228 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89351856.000000 Penalty: 119429.093750
Iteration 19Q: 16 clusters Score -8.935186e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 27118 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 29325 members 
Mstep: Class 8 contains 48310 members 
Mstep: Class 10 contains 22547 members 
Mstep: Class 11 contains 89828 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 28148 members 
Mstep: Class 14 contains 26830 members 
Mstep: Class 15 contains 115169 members 
Mstep: Class 16 contains 10733 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 28127 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89352168.000000 Penalty: 119429.093750
Iteration 20F: 16 clusters Score -8.935217e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 26832 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 29116 members 
Mstep: Class 8 contains 47942 members 
Mstep: Class 10 contains 22509 members 
Mstep: Class 11 contains 89869 members 
Mstep: Class 12 contains 8697 members 
Mstep: Class 13 contains 28325 members 
Mstep: Class 14 contains 26869 members 
Mstep: Class 15 contains 116147 members 
Mstep: Class 16 contains 10691 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 28071 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89352816.000000 Penalty: 119429.093750
Iteration 21Q: 16 clusters Score -8.935282e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 26540 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 28924 members 
Mstep: Class 8 contains 47655 members 
Mstep: Class 10 contains 22500 members 
Mstep: Class 11 contains 89930 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 13 contains 28479 members 
Mstep: Class 14 contains 26930 members 
Mstep: Class 15 contains 117023 members 
Mstep: Class 16 contains 10663 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 27989 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89353520.000000 Penalty: 119429.093750
Iteration 22Q: 16 clusters Score -8.935352e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 26251 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 28775 members 
Mstep: Class 8 contains 47444 members 
Mstep: Class 10 contains 22484 members 
Mstep: Class 11 contains 89997 members 
Mstep: Class 12 contains 8179 members 
Mstep: Class 13 contains 28641 members 
Mstep: Class 14 contains 26995 members 
Mstep: Class 15 contains 117830 members 
Mstep: Class 16 contains 10617 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 27857 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89354232.000000 Penalty: 119429.093750
Iteration 23Q: 16 clusters Score -8.935423e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 25969 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 28621 members 
Mstep: Class 8 contains 47315 members 
Mstep: Class 10 contains 22484 members 
Mstep: Class 11 contains 90034 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 28787 members 
Mstep: Class 14 contains 27065 members 
Mstep: Class 15 contains 118508 members 
Mstep: Class 16 contains 10588 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 27760 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89354872.000000 Penalty: 119429.093750
Iteration 24Q: 16 clusters Score -8.935487e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 25665 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 28487 members 
Mstep: Class 8 contains 47209 members 
Mstep: Class 10 contains 22500 members 
Mstep: Class 11 contains 90079 members 
Mstep: Class 12 contains 7736 members 
Mstep: Class 13 contains 28927 members 
Mstep: Class 14 contains 27122 members 
Mstep: Class 15 contains 119142 members 
Mstep: Class 16 contains 10573 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 27630 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89355256.000000 Penalty: 119429.093750
Iteration 25Q: 16 clusters Score -8.935526e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 25365 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 28381 members 
Mstep: Class 8 contains 47154 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 11 contains 90142 members 
Mstep: Class 12 contains 7562 members 
Mstep: Class 13 contains 29068 members 
Mstep: Class 14 contains 27172 members 
Mstep: Class 15 contains 119694 members 
Mstep: Class 16 contains 10511 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 27511 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89355608.000000 Penalty: 119429.093750
Iteration 26Q: 16 clusters Score -8.935561e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 28306 members 
Mstep: Class 8 contains 47121 members 
Mstep: Class 10 contains 22536 members 
Mstep: Class 11 contains 90186 members 
Mstep: Class 12 contains 7397 members 
Mstep: Class 13 contains 29195 members 
Mstep: Class 14 contains 27224 members 
Mstep: Class 15 contains 120192 members 
Mstep: Class 16 contains 10448 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 27387 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89356256.000000 Penalty: 119429.093750
Iteration 27Q: 16 clusters Score -8.935626e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 24797 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 28227 members 
Mstep: Class 8 contains 47120 members 
Mstep: Class 10 contains 22517 members 
Mstep: Class 11 contains 90217 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 29309 members 
Mstep: Class 14 contains 27256 members 
Mstep: Class 15 contains 120691 members 
Mstep: Class 16 contains 10386 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 27256 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89356720.000000 Penalty: 119429.093750
Iteration 28Q: 16 clusters Score -8.935672e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 24524 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 28140 members 
Mstep: Class 8 contains 47106 members 
Mstep: Class 10 contains 22503 members 
Mstep: Class 11 contains 90251 members 
Mstep: Class 12 contains 7239 members 
Mstep: Class 13 contains 29398 members 
Mstep: Class 14 contains 27261 members 
Mstep: Class 15 contains 121154 members 
Mstep: Class 16 contains 10327 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 27168 members 
Mstep: Class 19 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89357192.000000 Penalty: 119429.093750
Iteration 29Q: 16 clusters Score -8.935719e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 24243 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 28047 members 
Mstep: Class 8 contains 47121 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 11 contains 90248 members 
Mstep: Class 12 contains 7231 members 
Mstep: Class 13 contains 29481 members 
Mstep: Class 14 contains 27268 members 
Mstep: Class 15 contains 121573 members 
Mstep: Class 16 contains 10274 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 27072 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89357408.000000 Penalty: 119429.093750
Iteration 30Q: 16 clusters Score -8.935741e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 23996 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 27962 members 
Mstep: Class 8 contains 47151 members 
Mstep: Class 10 contains 22516 members 
Mstep: Class 11 contains 90271 members 
Mstep: Class 12 contains 7242 members 
Mstep: Class 13 contains 29543 members 
Mstep: Class 14 contains 27264 members 
Mstep: Class 15 contains 121980 members 
Mstep: Class 16 contains 10221 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 26924 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89357824.000000 Penalty: 119429.093750
Iteration 31Q: 16 clusters Score -8.935782e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 23765 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 27886 members 
Mstep: Class 8 contains 47157 members 
Mstep: Class 10 contains 22499 members 
Mstep: Class 11 contains 90285 members 
Mstep: Class 12 contains 7272 members 
Mstep: Class 13 contains 29591 members 
Mstep: Class 14 contains 27254 members 
Mstep: Class 15 contains 122408 members 
Mstep: Class 16 contains 10176 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 26778 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89357928.000000 Penalty: 119429.093750
Iteration 32Q: 16 clusters Score -8.935793e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 23566 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 27807 members 
Mstep: Class 8 contains 47167 members 
Mstep: Class 10 contains 22500 members 
Mstep: Class 11 contains 90312 members 
Mstep: Class 12 contains 7303 members 
Mstep: Class 13 contains 29609 members 
Mstep: Class 14 contains 27231 members 
Mstep: Class 15 contains 122802 members 
Mstep: Class 16 contains 10122 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 26649 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89357984.000000 Penalty: 119429.093750
Iteration 33Q: 16 clusters Score -8.935798e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 27739 members 
Mstep: Class 8 contains 47167 members 
Mstep: Class 10 contains 22492 members 
Mstep: Class 11 contains 90306 members 
Mstep: Class 12 contains 7317 members 
Mstep: Class 13 contains 29628 members 
Mstep: Class 14 contains 27209 members 
Mstep: Class 15 contains 123163 members 
Mstep: Class 16 contains 10111 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 26556 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89358192.000000 Penalty: 119429.093750
Iteration 34Q: 16 clusters Score -8.935819e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 23230 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 27680 members 
Mstep: Class 8 contains 47180 members 
Mstep: Class 10 contains 22479 members 
Mstep: Class 11 contains 90294 members 
Mstep: Class 12 contains 7335 members 
Mstep: Class 13 contains 29648 members 
Mstep: Class 14 contains 27196 members 
Mstep: Class 15 contains 123469 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 26451 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89358384.000000 Penalty: 119429.093750
Iteration 35Q: 16 clusters Score -8.935838e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 23103 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 27635 members 
Mstep: Class 8 contains 47190 members 
Mstep: Class 10 contains 22464 members 
Mstep: Class 11 contains 90298 members 
Mstep: Class 12 contains 7354 members 
Mstep: Class 13 contains 29678 members 
Mstep: Class 14 contains 27176 members 
Mstep: Class 15 contains 123745 members 
Mstep: Class 16 contains 10100 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 26328 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89358432.000000 Penalty: 119429.093750
Iteration 36Q: 16 clusters Score -8.935843e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 22978 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 27577 members 
Mstep: Class 8 contains 47229 members 
Mstep: Class 10 contains 22437 members 
Mstep: Class 11 contains 90285 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 29698 members 
Mstep: Class 14 contains 27160 members 
Mstep: Class 15 contains 124013 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 26212 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89358592.000000 Penalty: 119429.093750
Iteration 37Q: 16 clusters Score -8.935859e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 22852 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 27515 members 
Mstep: Class 8 contains 47246 members 
Mstep: Class 10 contains 22413 members 
Mstep: Class 11 contains 90280 members 
Mstep: Class 12 contains 7399 members 
Mstep: Class 13 contains 29719 members 
Mstep: Class 14 contains 27136 members 
Mstep: Class 15 contains 124289 members 
Mstep: Class 16 contains 10102 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 26120 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89358904.000000 Penalty: 119429.093750
Iteration 38Q: 16 clusters Score -8.93589e+07 nChanged 657
Entering ConstructFrom: 
Score: -89358904.000000 Penalty: 119429.093750
Entering ConstructFrom: 
Trying to split cluster 2 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -222635.812500 Penalty: 4313.935547
	Iteration 0F: 2 clusters Score -222635.8 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 586 members 
Entering Unmasked Estep 
Score: -218422.265625 Penalty: 8627.871094
	Iteration 0F: 3 clusters Score -218422.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -218813.281250 Penalty: 8627.871094
	Iteration 1F: 3 clusters Score -218813.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -218970.312500 Penalty: 8627.871094
	Iteration 2Q: 3 clusters Score -218970.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -219120.171875 Penalty: 8627.871094
	Iteration 3Q: 3 clusters Score -219120.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -219275.515625 Penalty: 8627.871094
	Iteration 4Q: 3 clusters Score -219275.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -219431.265625 Penalty: 8627.871094
	Iteration 5Q: 3 clusters Score -219431.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -219546.468750 Penalty: 8627.871094
	Iteration 6Q: 3 clusters Score -219546.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -219621.484375 Penalty: 8627.871094
	Iteration 7Q: 3 clusters Score -219621.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -219660.140625 Penalty: 8627.871094
	Iteration 8Q: 3 clusters Score -219660.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -219685.359375 Penalty: 8627.871094
	Iteration 9Q: 3 clusters Score -219685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -219686.546875 Penalty: 8627.871094
	Iteration 10Q: 3 clusters Score -219686.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -219686.546875 Penalty: 8627.871094
	Iteration 11F: 3 clusters Score -219686.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Entering Unmasked Estep 
Score: -4687290.500000 Penalty: 6144.311035
	Iteration 0F: 2 clusters Score -4687290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4668966.000000 Penalty: 12288.622070
	Iteration 0F: 3 clusters Score -4668966 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -4674122.500000 Penalty: 12288.622070
	Iteration 1F: 3 clusters Score -4674122 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4674879.500000 Penalty: 12288.622070
	Iteration 2F: 3 clusters Score -4674880 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -4675407.500000 Penalty: 12288.622070
	Iteration 3F: 3 clusters Score -4675408 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4675800.500000 Penalty: 12288.622070
	Iteration 4Q: 3 clusters Score -4675800 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4676091.500000 Penalty: 12288.622070
	Iteration 5Q: 3 clusters Score -4676092 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -4676347.000000 Penalty: 12288.622070
	Iteration 6Q: 3 clusters Score -4676347 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4676579.500000 Penalty: 12288.622070
	Iteration 7Q: 3 clusters Score -4676580 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -4676835.500000 Penalty: 12288.622070
	Iteration 8Q: 3 clusters Score -4676836 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4677043.000000 Penalty: 12288.622070
	Iteration 9Q: 3 clusters Score -4677043 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4677246.000000 Penalty: 12288.622070
	Iteration 10Q: 3 clusters Score -4677246 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4677440.500000 Penalty: 12288.622070
	Iteration 11Q: 3 clusters Score -4677440 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -4677672.000000 Penalty: 12288.622070
	Iteration 12Q: 3 clusters Score -4677672 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4677897.500000 Penalty: 12288.622070
	Iteration 13Q: 3 clusters Score -4677898 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4678141.500000 Penalty: 12288.622070
	Iteration 14Q: 3 clusters Score -4678142 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -4678376.000000 Penalty: 12288.622070
	Iteration 15Q: 3 clusters Score -4678376 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -4678602.000000 Penalty: 12288.622070
	Iteration 16Q: 3 clusters Score -4678602 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4678821.000000 Penalty: 12288.622070
	Iteration 17Q: 3 clusters Score -4678821 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -4679059.500000 Penalty: 12288.622070
	Iteration 18Q: 3 clusters Score -4679060 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -4679318.000000 Penalty: 12288.622070
	Iteration 19Q: 3 clusters Score -4679318 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4679595.500000 Penalty: 12288.622070
	Iteration 20F: 3 clusters Score -4679596 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -4679851.500000 Penalty: 12288.622070
	Iteration 21Q: 3 clusters Score -4679852 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4680089.000000 Penalty: 12288.622070
	Iteration 22Q: 3 clusters Score -4680089 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -4680280.000000 Penalty: 12288.622070
	Iteration 23Q: 3 clusters Score -4680280 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4680448.500000 Penalty: 12288.622070
	Iteration 24Q: 3 clusters Score -4680448 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -4680567.500000 Penalty: 12288.622070
	Iteration 25Q: 3 clusters Score -4680568 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -4680666.500000 Penalty: 12288.622070
	Iteration 26Q: 3 clusters Score -4680666 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -4680751.000000 Penalty: 12288.622070
	Iteration 27Q: 3 clusters Score -4680751 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4680802.000000 Penalty: 12288.622070
	Iteration 28Q: 3 clusters Score -4680802 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4680847.000000 Penalty: 12288.622070
	Iteration 29Q: 3 clusters Score -4680847 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4680873.000000 Penalty: 12288.622070
	Iteration 30Q: 3 clusters Score -4680873 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -4680914.500000 Penalty: 12288.622070
	Iteration 31Q: 3 clusters Score -4680914 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4680959.000000 Penalty: 12288.622070
	Iteration 32Q: 3 clusters Score -4680959 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -4680988.500000 Penalty: 12288.622070
	Iteration 33Q: 3 clusters Score -4680988 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4681029.500000 Penalty: 12288.622070
	Iteration 34Q: 3 clusters Score -4681030 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -4681052.500000 Penalty: 12288.622070
	Iteration 35Q: 3 clusters Score -4681052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4681085.000000 Penalty: 12288.622070
	Iteration 36Q: 3 clusters Score -4681085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4681084.500000 Penalty: 12288.622070
	Iteration 37Q: 3 clusters Score -4681084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4681111.500000 Penalty: 12288.622070
	Iteration 38Q: 3 clusters Score -4681112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -4681121.000000 Penalty: 12288.622070
	Iteration 39Q: 3 clusters Score -4681121 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -4681123.000000 Penalty: 12288.622070
	Iteration 40F: 3 clusters Score -4681123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4681131.000000 Penalty: 12288.622070
	Iteration 41Q: 3 clusters Score -4681131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4681142.000000 Penalty: 12288.622070
	Iteration 42Q: 3 clusters Score -4681142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4681165.000000 Penalty: 12288.622070
	Iteration 43Q: 3 clusters Score -4681165 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -4681170.000000 Penalty: 12288.622070
	Iteration 44Q: 3 clusters Score -4681170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -4681205.500000 Penalty: 12288.622070
	Iteration 45Q: 3 clusters Score -4681206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4681215.000000 Penalty: 12288.622070
	Iteration 46Q: 3 clusters Score -4681215 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4681214.500000 Penalty: 12288.622070
	Iteration 47Q: 3 clusters Score -4681214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -4681222.500000 Penalty: 12288.622070
	Iteration 48Q: 3 clusters Score -4681222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4681235.000000 Penalty: 12288.622070
	Iteration 49Q: 3 clusters Score -4681235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4681256.500000 Penalty: 12288.622070
	Iteration 50Q: 3 clusters Score -4681256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -4681261.500000 Penalty: 12288.622070
	Iteration 51Q: 3 clusters Score -4681262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4681267.000000 Penalty: 12288.622070
	Iteration 52Q: 3 clusters Score -4681267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -4681272.000000 Penalty: 12288.622070
	Iteration 53Q: 3 clusters Score -4681272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -4681278.000000 Penalty: 12288.622070
	Iteration 54Q: 3 clusters Score -4681278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -4681279.000000 Penalty: 12288.622070
	Iteration 55Q: 3 clusters Score -4681279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4681292.000000 Penalty: 12288.622070
	Iteration 56Q: 3 clusters Score -4681292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4681290.500000 Penalty: 12288.622070
	Iteration 57Q: 3 clusters Score -4681290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -4681278.500000 Penalty: 12288.622070
	Iteration 58Q: 3 clusters Score -4681278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -4681296.500000 Penalty: 12288.622070
	Iteration 59Q: 3 clusters Score -4681296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -4681299.000000 Penalty: 12288.622070
	Iteration 60F: 3 clusters Score -4681299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -4681313.000000 Penalty: 12288.622070
	Iteration 61Q: 3 clusters Score -4681313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -4681314.000000 Penalty: 12288.622070
	Iteration 62Q: 3 clusters Score -4681314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -4681321.000000 Penalty: 12288.622070
	Iteration 63Q: 3 clusters Score -4681321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4681326.000000 Penalty: 12288.622070
	Iteration 64Q: 3 clusters Score -4681326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -4681332.000000 Penalty: 12288.622070
	Iteration 65Q: 3 clusters Score -4681332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4681334.000000 Penalty: 12288.622070
	Iteration 66Q: 3 clusters Score -4681334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -4681334.000000 Penalty: 12288.622070
	Iteration 67Q: 3 clusters Score -4681334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -4681338.000000 Penalty: 12288.622070
	Iteration 68Q: 3 clusters Score -4681338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -4681346.000000 Penalty: 12288.622070
	Iteration 69Q: 3 clusters Score -4681346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4681349.500000 Penalty: 12288.622070
	Iteration 70Q: 3 clusters Score -4681350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -4681339.500000 Penalty: 12288.622070
	Iteration 71Q: 3 clusters Score -4681340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -4681345.500000 Penalty: 12288.622070
	Iteration 72Q: 3 clusters Score -4681346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4681346.000000 Penalty: 12288.622070
	Iteration 73Q: 3 clusters Score -4681346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -4681348.000000 Penalty: 12288.622070
	Iteration 74Q: 3 clusters Score -4681348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -4681343.500000 Penalty: 12288.622070
	Iteration 75Q: 3 clusters Score -4681344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -4681344.500000 Penalty: 12288.622070
	Iteration 76Q: 3 clusters Score -4681344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -4681343.000000 Penalty: 12288.622070
	Iteration 77Q: 3 clusters Score -4681343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4681340.500000 Penalty: 12288.622070
	Iteration 78Q: 3 clusters Score -4681340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4681351.500000 Penalty: 12288.622070
	Iteration 79Q: 3 clusters Score -4681352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4681347.000000 Penalty: 12288.622070
	Iteration 80F: 3 clusters Score -4681347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4681344.500000 Penalty: 12288.622070
	Iteration 81Q: 3 clusters Score -4681344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -4681351.000000 Penalty: 12288.622070
	Iteration 82Q: 3 clusters Score -4681351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4681350.000000 Penalty: 12288.622070
	Iteration 83Q: 3 clusters Score -4681350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4681350.000000 Penalty: 12288.622070
	Iteration 84Q: 3 clusters Score -4681350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4681350.000000 Penalty: 12288.622070
	Iteration 85F: 3 clusters Score -4681350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -418698.875000 Penalty: 4713.651855
	Iteration 0F: 2 clusters Score -418698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -413750.437500 Penalty: 9427.303711
	Iteration 0F: 3 clusters Score -413750.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -414848.750000 Penalty: 9427.303711
	Iteration 1F: 3 clusters Score -414848.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -415702.187500 Penalty: 9427.303711
	Iteration 2F: 3 clusters Score -415702.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -417180.250000 Penalty: 9427.303711
	Iteration 3F: 3 clusters Score -417180.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -418966.468750 Penalty: 9427.303711
	Iteration 4F: 3 clusters Score -418966.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -420108.375000 Penalty: 9427.303711
	Iteration 5F: 3 clusters Score -420108.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -420564.031250 Penalty: 9427.303711
	Iteration 6F: 3 clusters Score -420564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -420704.625000 Penalty: 9427.303711
	Iteration 7Q: 3 clusters Score -420704.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -420798.437500 Penalty: 9427.303711
	Iteration 8Q: 3 clusters Score -420798.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -420916.625000 Penalty: 9427.303711
	Iteration 9Q: 3 clusters Score -420916.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -421024.750000 Penalty: 9427.303711
	Iteration 10Q: 3 clusters Score -421024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -421067.531250 Penalty: 9427.303711
	Iteration 11Q: 3 clusters Score -421067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -421072.531250 Penalty: 9427.303711
	Iteration 12Q: 3 clusters Score -421072.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -421073.593750 Penalty: 9427.303711
	Iteration 13Q: 3 clusters Score -421073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -421075.625000 Penalty: 9427.303711
	Iteration 14F: 3 clusters Score -421075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -421083.781250 Penalty: 9427.303711
	Iteration 15Q: 3 clusters Score -421083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -421095.156250 Penalty: 9427.303711
	Iteration 16Q: 3 clusters Score -421095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -421101.781250 Penalty: 9427.303711
	Iteration 17Q: 3 clusters Score -421101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -421106.625000 Penalty: 9427.303711
	Iteration 18Q: 3 clusters Score -421106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -421106.625000 Penalty: 9427.303711
	Iteration 19F: 3 clusters Score -421106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 27464 members 
Mstep: Class 8 contains 47263 members 
Mstep: Class 10 contains 22393 members 
Mstep: Class 11 contains 90276 members 
Mstep: Class 12 contains 7425 members 
Mstep: Class 13 contains 29727 members 
Mstep: Class 14 contains 27113 members 
Mstep: Class 15 contains 124513 members 
Mstep: Class 16 contains 10113 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
Score: -89358272.000000 Penalty: 127391.039062
Splitting cluster 6 changes total score from -89358904.000000 to -89358272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (27464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Entering Unmasked Estep 
Score: -5379259.500000 Penalty: 6260.136719
	Iteration 0F: 2 clusters Score -5379260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5358000.500000 Penalty: 12520.273438
	Iteration 0F: 3 clusters Score -5358000 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -5364041.000000 Penalty: 12520.273438
	Iteration 1F: 3 clusters Score -5364041 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -5365033.000000 Penalty: 12520.273438
	Iteration 2F: 3 clusters Score -5365033 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -5365781.000000 Penalty: 12520.273438
	Iteration 3F: 3 clusters Score -5365781 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5366519.500000 Penalty: 12520.273438
	Iteration 4F: 3 clusters Score -5366520 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5367230.000000 Penalty: 12520.273438
	Iteration 5Q: 3 clusters Score -5367230 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -5367943.500000 Penalty: 12520.273438
	Iteration 6Q: 3 clusters Score -5367944 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -5368757.500000 Penalty: 12520.273438
	Iteration 7Q: 3 clusters Score -5368758 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -5369608.000000 Penalty: 12520.273438
	Iteration 8Q: 3 clusters Score -5369608 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -5370474.500000 Penalty: 12520.273438
	Iteration 9Q: 3 clusters Score -5370474 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -5371316.000000 Penalty: 12520.273438
	Iteration 10Q: 3 clusters Score -5371316 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -5372030.500000 Penalty: 12520.273438
	Iteration 11Q: 3 clusters Score -5372030 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -5372678.000000 Penalty: 12520.273438
	Iteration 12Q: 3 clusters Score -5372678 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -5373202.500000 Penalty: 12520.273438
	Iteration 13Q: 3 clusters Score -5373202 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -5373544.000000 Penalty: 12520.273438
	Iteration 14Q: 3 clusters Score -5373544 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -5373782.000000 Penalty: 12520.273438
	Iteration 15Q: 3 clusters Score -5373782 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -5373941.000000 Penalty: 12520.273438
	Iteration 16Q: 3 clusters Score -5373941 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -5374069.500000 Penalty: 12520.273438
	Iteration 17Q: 3 clusters Score -5374070 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -5374158.000000 Penalty: 12520.273438
	Iteration 18Q: 3 clusters Score -5374158 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5374210.500000 Penalty: 12520.273438
	Iteration 19Q: 3 clusters Score -5374210 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -5374258.000000 Penalty: 12520.273438
	Iteration 20F: 3 clusters Score -5374258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -5374294.500000 Penalty: 12520.273438
	Iteration 21Q: 3 clusters Score -5374294 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -5374304.000000 Penalty: 12520.273438
	Iteration 22Q: 3 clusters Score -5374304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5374319.000000 Penalty: 12520.273438
	Iteration 23Q: 3 clusters Score -5374319 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -5374340.000000 Penalty: 12520.273438
	Iteration 24Q: 3 clusters Score -5374340 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -5374375.000000 Penalty: 12520.273438
	Iteration 25Q: 3 clusters Score -5374375 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -5374395.000000 Penalty: 12520.273438
	Iteration 26Q: 3 clusters Score -5374395 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -5374407.500000 Penalty: 12520.273438
	Iteration 27Q: 3 clusters Score -5374408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -5374435.000000 Penalty: 12520.273438
	Iteration 28Q: 3 clusters Score -5374435 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -5374446.500000 Penalty: 12520.273438
	Iteration 29Q: 3 clusters Score -5374446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -5374459.000000 Penalty: 12520.273438
	Iteration 30Q: 3 clusters Score -5374459 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -5374508.500000 Penalty: 12520.273438
	Iteration 31Q: 3 clusters Score -5374508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -5374514.500000 Penalty: 12520.273438
	Iteration 32Q: 3 clusters Score -5374514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -5374531.000000 Penalty: 12520.273438
	Iteration 33Q: 3 clusters Score -5374531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -5374551.000000 Penalty: 12520.273438
	Iteration 34Q: 3 clusters Score -5374551 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -5374574.500000 Penalty: 12520.273438
	Iteration 35Q: 3 clusters Score -5374574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5374577.500000 Penalty: 12520.273438
	Iteration 36Q: 3 clusters Score -5374578 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5374609.000000 Penalty: 12520.273438
	Iteration 37Q: 3 clusters Score -5374609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -5374609.500000 Penalty: 12520.273438
	Iteration 38Q: 3 clusters Score -5374610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -5374632.500000 Penalty: 12520.273438
	Iteration 39Q: 3 clusters Score -5374632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -5374644.500000 Penalty: 12520.273438
	Iteration 40F: 3 clusters Score -5374644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -5374657.500000 Penalty: 12520.273438
	Iteration 41Q: 3 clusters Score -5374658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -5374656.500000 Penalty: 12520.273438
	Iteration 42Q: 3 clusters Score -5374656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -5374660.500000 Penalty: 12520.273438
	Iteration 43Q: 3 clusters Score -5374660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -5374652.000000 Penalty: 12520.273438
	Iteration 44Q: 3 clusters Score -5374652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -5374678.000000 Penalty: 12520.273438
	Iteration 45Q: 3 clusters Score -5374678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -5374681.000000 Penalty: 12520.273438
	Iteration 46Q: 3 clusters Score -5374681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -5374695.000000 Penalty: 12520.273438
	Iteration 47Q: 3 clusters Score -5374695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -5374702.000000 Penalty: 12520.273438
	Iteration 48Q: 3 clusters Score -5374702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -5374719.000000 Penalty: 12520.273438
	Iteration 49Q: 3 clusters Score -5374719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5374732.500000 Penalty: 12520.273438
	Iteration 50Q: 3 clusters Score -5374732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -5374745.500000 Penalty: 12520.273438
	Iteration 51Q: 3 clusters Score -5374746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -5374743.000000 Penalty: 12520.273438
	Iteration 52Q: 3 clusters Score -5374743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -5374763.000000 Penalty: 12520.273438
	Iteration 53Q: 3 clusters Score -5374763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5374770.000000 Penalty: 12520.273438
	Iteration 54Q: 3 clusters Score -5374770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -5374789.000000 Penalty: 12520.273438
	Iteration 55Q: 3 clusters Score -5374789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -5374793.500000 Penalty: 12520.273438
	Iteration 56Q: 3 clusters Score -5374794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -5374798.000000 Penalty: 12520.273438
	Iteration 57Q: 3 clusters Score -5374798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -5374805.000000 Penalty: 12520.273438
	Iteration 58Q: 3 clusters Score -5374805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -5374821.000000 Penalty: 12520.273438
	Iteration 59Q: 3 clusters Score -5374821 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -5374846.500000 Penalty: 12520.273438
	Iteration 60F: 3 clusters Score -5374846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -5374866.500000 Penalty: 12520.273438
	Iteration 61Q: 3 clusters Score -5374866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -5374883.500000 Penalty: 12520.273438
	Iteration 62Q: 3 clusters Score -5374884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -5374887.000000 Penalty: 12520.273438
	Iteration 63Q: 3 clusters Score -5374887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -5374900.000000 Penalty: 12520.273438
	Iteration 64Q: 3 clusters Score -5374900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -5374896.500000 Penalty: 12520.273438
	Iteration 65Q: 3 clusters Score -5374896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -5374920.000000 Penalty: 12520.273438
	Iteration 66Q: 3 clusters Score -5374920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -5374916.000000 Penalty: 12520.273438
	Iteration 67Q: 3 clusters Score -5374916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5374930.000000 Penalty: 12520.273438
	Iteration 68Q: 3 clusters Score -5374930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5374933.500000 Penalty: 12520.273438
	Iteration 69Q: 3 clusters Score -5374934 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -5374954.000000 Penalty: 12520.273438
	Iteration 70Q: 3 clusters Score -5374954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -5374956.500000 Penalty: 12520.273438
	Iteration 71Q: 3 clusters Score -5374956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -5374963.000000 Penalty: 12520.273438
	Iteration 72Q: 3 clusters Score -5374963 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -5374978.500000 Penalty: 12520.273438
	Iteration 73Q: 3 clusters Score -5374978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -5374982.500000 Penalty: 12520.273438
	Iteration 74Q: 3 clusters Score -5374982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -5375019.500000 Penalty: 12520.273438
	Iteration 75Q: 3 clusters Score -5375020 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -5375036.000000 Penalty: 12520.273438
	Iteration 76Q: 3 clusters Score -5375036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -5375056.500000 Penalty: 12520.273438
	Iteration 77Q: 3 clusters Score -5375056 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -5375073.000000 Penalty: 12520.273438
	Iteration 78Q: 3 clusters Score -5375073 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -5375086.500000 Penalty: 12520.273438
	Iteration 79Q: 3 clusters Score -5375086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -5375104.000000 Penalty: 12520.273438
	Iteration 80F: 3 clusters Score -5375104 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -5375118.000000 Penalty: 12520.273438
	Iteration 81Q: 3 clusters Score -5375118 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -5375151.500000 Penalty: 12520.273438
	Iteration 82Q: 3 clusters Score -5375152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5375192.000000 Penalty: 12520.273438
	Iteration 83Q: 3 clusters Score -5375192 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -5375210.500000 Penalty: 12520.273438
	Iteration 84Q: 3 clusters Score -5375210 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -5375236.000000 Penalty: 12520.273438
	Iteration 85Q: 3 clusters Score -5375236 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5375254.000000 Penalty: 12520.273438
	Iteration 86Q: 3 clusters Score -5375254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -5375287.000000 Penalty: 12520.273438
	Iteration 87Q: 3 clusters Score -5375287 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5375325.000000 Penalty: 12520.273438
	Iteration 88Q: 3 clusters Score -5375325 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -5375344.500000 Penalty: 12520.273438
	Iteration 89Q: 3 clusters Score -5375344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -5375365.000000 Penalty: 12520.273438
	Iteration 90Q: 3 clusters Score -5375365 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -5375410.500000 Penalty: 12520.273438
	Iteration 91Q: 3 clusters Score -5375410 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5375433.000000 Penalty: 12520.273438
	Iteration 92Q: 3 clusters Score -5375433 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -5375467.500000 Penalty: 12520.273438
	Iteration 93Q: 3 clusters Score -5375468 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5375492.500000 Penalty: 12520.273438
	Iteration 94Q: 3 clusters Score -5375492 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -5375523.000000 Penalty: 12520.273438
	Iteration 95Q: 3 clusters Score -5375523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -5375541.000000 Penalty: 12520.273438
	Iteration 96Q: 3 clusters Score -5375541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -5375572.500000 Penalty: 12520.273438
	Iteration 97Q: 3 clusters Score -5375572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -5375603.000000 Penalty: 12520.273438
	Iteration 98Q: 3 clusters Score -5375603 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -5375619.500000 Penalty: 12520.273438
	Iteration 99Q: 3 clusters Score -5375620 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -5375633.500000 Penalty: 12520.273438
	Iteration 100F: 3 clusters Score -5375634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -5375671.500000 Penalty: 12520.273438
	Iteration 101Q: 3 clusters Score -5375672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -5375705.500000 Penalty: 12520.273438
	Iteration 102Q: 3 clusters Score -5375706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -5375719.500000 Penalty: 12520.273438
	Iteration 103Q: 3 clusters Score -5375720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -5375745.000000 Penalty: 12520.273438
	Iteration 104Q: 3 clusters Score -5375745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -5375752.500000 Penalty: 12520.273438
	Iteration 105Q: 3 clusters Score -5375752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5375761.000000 Penalty: 12520.273438
	Iteration 106Q: 3 clusters Score -5375761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -5375770.500000 Penalty: 12520.273438
	Iteration 107Q: 3 clusters Score -5375770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5375796.000000 Penalty: 12520.273438
	Iteration 108Q: 3 clusters Score -5375796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -5375828.000000 Penalty: 12520.273438
	Iteration 109Q: 3 clusters Score -5375828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -5375845.500000 Penalty: 12520.273438
	Iteration 110Q: 3 clusters Score -5375846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -5375875.000000 Penalty: 12520.273438
	Iteration 111Q: 3 clusters Score -5375875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5375878.500000 Penalty: 12520.273438
	Iteration 112Q: 3 clusters Score -5375878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -5375904.000000 Penalty: 12520.273438
	Iteration 113Q: 3 clusters Score -5375904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5375914.500000 Penalty: 12520.273438
	Iteration 114Q: 3 clusters Score -5375914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -5375942.500000 Penalty: 12520.273438
	Iteration 115Q: 3 clusters Score -5375942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5375962.000000 Penalty: 12520.273438
	Iteration 116Q: 3 clusters Score -5375962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -5375968.000000 Penalty: 12520.273438
	Iteration 117Q: 3 clusters Score -5375968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5375988.000000 Penalty: 12520.273438
	Iteration 118Q: 3 clusters Score -5375988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -5376014.000000 Penalty: 12520.273438
	Iteration 119Q: 3 clusters Score -5376014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5376023.000000 Penalty: 12520.273438
	Iteration 120F: 3 clusters Score -5376023 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -5376057.500000 Penalty: 12520.273438
	Iteration 121Q: 3 clusters Score -5376058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5376084.000000 Penalty: 12520.273438
	Iteration 122Q: 3 clusters Score -5376084 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -5376115.000000 Penalty: 12520.273438
	Iteration 123Q: 3 clusters Score -5376115 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -5376127.000000 Penalty: 12520.273438
	Iteration 124Q: 3 clusters Score -5376127 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -5376175.000000 Penalty: 12520.273438
	Iteration 125Q: 3 clusters Score -5376175 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -5376196.000000 Penalty: 12520.273438
	Iteration 126Q: 3 clusters Score -5376196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5376221.000000 Penalty: 12520.273438
	Iteration 127Q: 3 clusters Score -5376221 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -5376262.500000 Penalty: 12520.273438
	Iteration 128Q: 3 clusters Score -5376262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -5376292.500000 Penalty: 12520.273438
	Iteration 129Q: 3 clusters Score -5376292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -5376328.500000 Penalty: 12520.273438
	Iteration 130Q: 3 clusters Score -5376328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5376335.500000 Penalty: 12520.273438
	Iteration 131Q: 3 clusters Score -5376336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5376363.500000 Penalty: 12520.273438
	Iteration 132Q: 3 clusters Score -5376364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5376395.000000 Penalty: 12520.273438
	Iteration 133Q: 3 clusters Score -5376395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -5376411.000000 Penalty: 12520.273438
	Iteration 134Q: 3 clusters Score -5376411 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -5376413.000000 Penalty: 12520.273438
	Iteration 135Q: 3 clusters Score -5376413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -5376444.000000 Penalty: 12520.273438
	Iteration 136Q: 3 clusters Score -5376444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -5376461.000000 Penalty: 12520.273438
	Iteration 137Q: 3 clusters Score -5376461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5376475.000000 Penalty: 12520.273438
	Iteration 138Q: 3 clusters Score -5376475 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -5376487.500000 Penalty: 12520.273438
	Iteration 139Q: 3 clusters Score -5376488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -5376493.500000 Penalty: 12520.273438
	Iteration 140F: 3 clusters Score -5376494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -5376497.500000 Penalty: 12520.273438
	Iteration 141Q: 3 clusters Score -5376498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5376512.000000 Penalty: 12520.273438
	Iteration 142Q: 3 clusters Score -5376512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5376543.000000 Penalty: 12520.273438
	Iteration 143Q: 3 clusters Score -5376543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -5376541.500000 Penalty: 12520.273438
	Iteration 144Q: 3 clusters Score -5376542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -5376541.500000 Penalty: 12520.273438
	Iteration 145Q: 3 clusters Score -5376542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -5376550.500000 Penalty: 12520.273438
	Iteration 146Q: 3 clusters Score -5376550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5376549.500000 Penalty: 12520.273438
	Iteration 147Q: 3 clusters Score -5376550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5376553.500000 Penalty: 12520.273438
	Iteration 148Q: 3 clusters Score -5376554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -5376565.000000 Penalty: 12520.273438
	Iteration 149Q: 3 clusters Score -5376565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -5376564.000000 Penalty: 12520.273438
	Iteration 150Q: 3 clusters Score -5376564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -5376566.500000 Penalty: 12520.273438
	Iteration 151Q: 3 clusters Score -5376566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -5376577.500000 Penalty: 12520.273438
	Iteration 152Q: 3 clusters Score -5376578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -5376590.000000 Penalty: 12520.273438
	Iteration 153Q: 3 clusters Score -5376590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -5376593.500000 Penalty: 12520.273438
	Iteration 154Q: 3 clusters Score -5376594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -5376590.500000 Penalty: 12520.273438
	Iteration 155Q: 3 clusters Score -5376590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -5376593.000000 Penalty: 12520.273438
	Iteration 156Q: 3 clusters Score -5376593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5376600.000000 Penalty: 12520.273438
	Iteration 157Q: 3 clusters Score -5376600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -5376602.500000 Penalty: 12520.273438
	Iteration 158Q: 3 clusters Score -5376602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -5376600.000000 Penalty: 12520.273438
	Iteration 159Q: 3 clusters Score -5376600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -5376603.500000 Penalty: 12520.273438
	Iteration 160F: 3 clusters Score -5376604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5376608.500000 Penalty: 12520.273438
	Iteration 161Q: 3 clusters Score -5376608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5376602.500000 Penalty: 12520.273438
	Iteration 162Q: 3 clusters Score -5376602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5376605.500000 Penalty: 12520.273438
	Iteration 163Q: 3 clusters Score -5376606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5376605.500000 Penalty: 12520.273438
	Iteration 164F: 3 clusters Score -5376606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Entering Unmasked Estep 
Score: -9770822.000000 Penalty: 6592.633301
	Iteration 0F: 2 clusters Score -9770822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -9736842.000000 Penalty: 13185.266602
	Iteration 0F: 3 clusters Score -9736842 nChanged 20725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -9748045.000000 Penalty: 13185.266602
	Iteration 1F: 3 clusters Score -9748045 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -9748992.000000 Penalty: 13185.266602
	Iteration 2F: 3 clusters Score -9748992 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -9749889.000000 Penalty: 13185.266602
	Iteration 3Q: 3 clusters Score -9749889 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -9751112.000000 Penalty: 13185.266602
	Iteration 4Q: 3 clusters Score -9751112 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -9752358.000000 Penalty: 13185.266602
	Iteration 5Q: 3 clusters Score -9752358 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -9753746.000000 Penalty: 13185.266602
	Iteration 6Q: 3 clusters Score -9753746 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -9755278.000000 Penalty: 13185.266602
	Iteration 7F: 3 clusters Score -9755278 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -9756704.000000 Penalty: 13185.266602
	Iteration 8F: 3 clusters Score -9756704 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -9758120.000000 Penalty: 13185.266602
	Iteration 9Q: 3 clusters Score -9758120 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -9759398.000000 Penalty: 13185.266602
	Iteration 10Q: 3 clusters Score -9759398 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -9760573.000000 Penalty: 13185.266602
	Iteration 11Q: 3 clusters Score -9760573 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -9761399.000000 Penalty: 13185.266602
	Iteration 12Q: 3 clusters Score -9761399 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -9762074.000000 Penalty: 13185.266602
	Iteration 13Q: 3 clusters Score -9762074 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -9762591.000000 Penalty: 13185.266602
	Iteration 14Q: 3 clusters Score -9762591 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -9762871.000000 Penalty: 13185.266602
	Iteration 15Q: 3 clusters Score -9762871 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -9763128.000000 Penalty: 13185.266602
	Iteration 16Q: 3 clusters Score -9763128 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -9763273.000000 Penalty: 13185.266602
	Iteration 17Q: 3 clusters Score -9763273 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -9763449.000000 Penalty: 13185.266602
	Iteration 18Q: 3 clusters Score -9763449 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -9763509.000000 Penalty: 13185.266602
	Iteration 19Q: 3 clusters Score -9763509 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -9763672.000000 Penalty: 13185.266602
	Iteration 20F: 3 clusters Score -9763672 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -9763842.000000 Penalty: 13185.266602
	Iteration 21Q: 3 clusters Score -9763842 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -9764105.000000 Penalty: 13185.266602
	Iteration 22Q: 3 clusters Score -9764105 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -9764408.000000 Penalty: 13185.266602
	Iteration 23Q: 3 clusters Score -9764408 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -9764737.000000 Penalty: 13185.266602
	Iteration 24Q: 3 clusters Score -9764737 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -9765056.000000 Penalty: 13185.266602
	Iteration 25Q: 3 clusters Score -9765056 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -9765328.000000 Penalty: 13185.266602
	Iteration 26Q: 3 clusters Score -9765328 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -9765535.000000 Penalty: 13185.266602
	Iteration 27Q: 3 clusters Score -9765535 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -9765708.000000 Penalty: 13185.266602
	Iteration 28Q: 3 clusters Score -9765708 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -9765807.000000 Penalty: 13185.266602
	Iteration 29Q: 3 clusters Score -9765807 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -9765892.000000 Penalty: 13185.266602
	Iteration 30Q: 3 clusters Score -9765892 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -9765925.000000 Penalty: 13185.266602
	Iteration 31Q: 3 clusters Score -9765925 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -9765985.000000 Penalty: 13185.266602
	Iteration 32Q: 3 clusters Score -9765985 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -9766018.000000 Penalty: 13185.266602
	Iteration 33Q: 3 clusters Score -9766018 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -9766055.000000 Penalty: 13185.266602
	Iteration 34Q: 3 clusters Score -9766055 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -9766087.000000 Penalty: 13185.266602
	Iteration 35Q: 3 clusters Score -9766087 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -9766137.000000 Penalty: 13185.266602
	Iteration 36Q: 3 clusters Score -9766137 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -9766160.000000 Penalty: 13185.266602
	Iteration 37Q: 3 clusters Score -9766160 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -9766218.000000 Penalty: 13185.266602
	Iteration 38Q: 3 clusters Score -9766218 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -9766258.000000 Penalty: 13185.266602
	Iteration 39Q: 3 clusters Score -9766258 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -9766274.000000 Penalty: 13185.266602
	Iteration 40F: 3 clusters Score -9766274 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -9766305.000000 Penalty: 13185.266602
	Iteration 41Q: 3 clusters Score -9766305 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -9766323.000000 Penalty: 13185.266602
	Iteration 42Q: 3 clusters Score -9766323 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -9766361.000000 Penalty: 13185.266602
	Iteration 43Q: 3 clusters Score -9766361 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -9766366.000000 Penalty: 13185.266602
	Iteration 44Q: 3 clusters Score -9766366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -9766382.000000 Penalty: 13185.266602
	Iteration 45Q: 3 clusters Score -9766382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -9766391.000000 Penalty: 13185.266602
	Iteration 46Q: 3 clusters Score -9766391 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -9766416.000000 Penalty: 13185.266602
	Iteration 47Q: 3 clusters Score -9766416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -9766432.000000 Penalty: 13185.266602
	Iteration 48Q: 3 clusters Score -9766432 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -9766478.000000 Penalty: 13185.266602
	Iteration 49Q: 3 clusters Score -9766478 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -9766488.000000 Penalty: 13185.266602
	Iteration 50Q: 3 clusters Score -9766488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -9766510.000000 Penalty: 13185.266602
	Iteration 51Q: 3 clusters Score -9766510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -9766504.000000 Penalty: 13185.266602
	Iteration 52Q: 3 clusters Score -9766504 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -9766503.000000 Penalty: 13185.266602
	Iteration 53Q: 3 clusters Score -9766503 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -9766513.000000 Penalty: 13185.266602
	Iteration 54Q: 3 clusters Score -9766513 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -9766522.000000 Penalty: 13185.266602
	Iteration 55Q: 3 clusters Score -9766522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -9766532.000000 Penalty: 13185.266602
	Iteration 56Q: 3 clusters Score -9766532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -9766565.000000 Penalty: 13185.266602
	Iteration 57Q: 3 clusters Score -9766565 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -9766589.000000 Penalty: 13185.266602
	Iteration 58Q: 3 clusters Score -9766589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -9766600.000000 Penalty: 13185.266602
	Iteration 59Q: 3 clusters Score -9766600 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -9766621.000000 Penalty: 13185.266602
	Iteration 60F: 3 clusters Score -9766621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -9766637.000000 Penalty: 13185.266602
	Iteration 61Q: 3 clusters Score -9766637 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -9766644.000000 Penalty: 13185.266602
	Iteration 62Q: 3 clusters Score -9766644 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -9766681.000000 Penalty: 13185.266602
	Iteration 63Q: 3 clusters Score -9766681 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -9766677.000000 Penalty: 13185.266602
	Iteration 64Q: 3 clusters Score -9766677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -9766693.000000 Penalty: 13185.266602
	Iteration 65Q: 3 clusters Score -9766693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -9766697.000000 Penalty: 13185.266602
	Iteration 66Q: 3 clusters Score -9766697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -9766707.000000 Penalty: 13185.266602
	Iteration 67Q: 3 clusters Score -9766707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -9766728.000000 Penalty: 13185.266602
	Iteration 68Q: 3 clusters Score -9766728 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -9766709.000000 Penalty: 13185.266602
	Iteration 69Q: 3 clusters Score -9766709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -9766731.000000 Penalty: 13185.266602
	Iteration 70Q: 3 clusters Score -9766731 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -9766719.000000 Penalty: 13185.266602
	Iteration 71Q: 3 clusters Score -9766719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -9766763.000000 Penalty: 13185.266602
	Iteration 72Q: 3 clusters Score -9766763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -9766772.000000 Penalty: 13185.266602
	Iteration 73Q: 3 clusters Score -9766772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -9766769.000000 Penalty: 13185.266602
	Iteration 74Q: 3 clusters Score -9766769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -9766773.000000 Penalty: 13185.266602
	Iteration 75Q: 3 clusters Score -9766773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -9766794.000000 Penalty: 13185.266602
	Iteration 76Q: 3 clusters Score -9766794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -9766787.000000 Penalty: 13185.266602
	Iteration 77Q: 3 clusters Score -9766787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -9766797.000000 Penalty: 13185.266602
	Iteration 78Q: 3 clusters Score -9766797 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -9766809.000000 Penalty: 13185.266602
	Iteration 79Q: 3 clusters Score -9766809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -9766813.000000 Penalty: 13185.266602
	Iteration 80F: 3 clusters Score -9766813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -9766818.000000 Penalty: 13185.266602
	Iteration 81Q: 3 clusters Score -9766818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -9766803.000000 Penalty: 13185.266602
	Iteration 82Q: 3 clusters Score -9766803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -9766809.000000 Penalty: 13185.266602
	Iteration 83Q: 3 clusters Score -9766809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -9766827.000000 Penalty: 13185.266602
	Iteration 84Q: 3 clusters Score -9766827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -9766850.000000 Penalty: 13185.266602
	Iteration 85Q: 3 clusters Score -9766850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -9766867.000000 Penalty: 13185.266602
	Iteration 86Q: 3 clusters Score -9766867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -9766886.000000 Penalty: 13185.266602
	Iteration 87Q: 3 clusters Score -9766886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -9766904.000000 Penalty: 13185.266602
	Iteration 88Q: 3 clusters Score -9766904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -9766908.000000 Penalty: 13185.266602
	Iteration 89Q: 3 clusters Score -9766908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -9766929.000000 Penalty: 13185.266602
	Iteration 90Q: 3 clusters Score -9766929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -9766938.000000 Penalty: 13185.266602
	Iteration 91Q: 3 clusters Score -9766938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -9766948.000000 Penalty: 13185.266602
	Iteration 92Q: 3 clusters Score -9766948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -9766944.000000 Penalty: 13185.266602
	Iteration 93Q: 3 clusters Score -9766944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -9766956.000000 Penalty: 13185.266602
	Iteration 94Q: 3 clusters Score -9766956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -9766950.000000 Penalty: 13185.266602
	Iteration 95Q: 3 clusters Score -9766950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -9766954.000000 Penalty: 13185.266602
	Iteration 96Q: 3 clusters Score -9766954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -9766939.000000 Penalty: 13185.266602
	Iteration 97Q: 3 clusters Score -9766939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -9766939.000000 Penalty: 13185.266602
	Iteration 98Q: 3 clusters Score -9766939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -9766953.000000 Penalty: 13185.266602
	Iteration 99Q: 3 clusters Score -9766953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -9766972.000000 Penalty: 13185.266602
	Iteration 100F: 3 clusters Score -9766972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -9766979.000000 Penalty: 13185.266602
	Iteration 101Q: 3 clusters Score -9766979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -9766983.000000 Penalty: 13185.266602
	Iteration 102Q: 3 clusters Score -9766983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -9766999.000000 Penalty: 13185.266602
	Iteration 103Q: 3 clusters Score -9766999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -9766984.000000 Penalty: 13185.266602
	Iteration 104Q: 3 clusters Score -9766984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -9766967.000000 Penalty: 13185.266602
	Iteration 105Q: 3 clusters Score -9766967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -9766971.000000 Penalty: 13185.266602
	Iteration 106Q: 3 clusters Score -9766971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -9766983.000000 Penalty: 13185.266602
	Iteration 107Q: 3 clusters Score -9766983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -9766975.000000 Penalty: 13185.266602
	Iteration 108Q: 3 clusters Score -9766975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -9766992.000000 Penalty: 13185.266602
	Iteration 109Q: 3 clusters Score -9766992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -9766987.000000 Penalty: 13185.266602
	Iteration 110Q: 3 clusters Score -9766987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -9766992.000000 Penalty: 13185.266602
	Iteration 111Q: 3 clusters Score -9766992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -9766994.000000 Penalty: 13185.266602
	Iteration 112Q: 3 clusters Score -9766994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -9766994.000000 Penalty: 13185.266602
	Iteration 113Q: 3 clusters Score -9766994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -9767011.000000 Penalty: 13185.266602
	Iteration 114Q: 3 clusters Score -9767011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -9767004.000000 Penalty: 13185.266602
	Iteration 115Q: 3 clusters Score -9767004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -9767016.000000 Penalty: 13185.266602
	Iteration 116Q: 3 clusters Score -9767016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -9767002.000000 Penalty: 13185.266602
	Iteration 117Q: 3 clusters Score -9767002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -9767019.000000 Penalty: 13185.266602
	Iteration 118Q: 3 clusters Score -9767019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -9767030.000000 Penalty: 13185.266602
	Iteration 119Q: 3 clusters Score -9767030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -9767034.000000 Penalty: 13185.266602
	Iteration 120F: 3 clusters Score -9767034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -9767016.000000 Penalty: 13185.266602
	Iteration 121Q: 3 clusters Score -9767016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -9767019.000000 Penalty: 13185.266602
	Iteration 122Q: 3 clusters Score -9767019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -9767029.000000 Penalty: 13185.266602
	Iteration 123Q: 3 clusters Score -9767029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -9767022.000000 Penalty: 13185.266602
	Iteration 124Q: 3 clusters Score -9767022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -9767019.000000 Penalty: 13185.266602
	Iteration 125Q: 3 clusters Score -9767019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -9767033.000000 Penalty: 13185.266602
	Iteration 126Q: 3 clusters Score -9767033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -9767026.000000 Penalty: 13185.266602
	Iteration 127Q: 3 clusters Score -9767026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -9767012.000000 Penalty: 13185.266602
	Iteration 128Q: 3 clusters Score -9767012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -9767016.000000 Penalty: 13185.266602
	Iteration 129Q: 3 clusters Score -9767016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -9767014.000000 Penalty: 13185.266602
	Iteration 130Q: 3 clusters Score -9767014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -9767004.000000 Penalty: 13185.266602
	Iteration 131Q: 3 clusters Score -9767004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -9766999.000000 Penalty: 13185.266602
	Iteration 132Q: 3 clusters Score -9766999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -9767005.000000 Penalty: 13185.266602
	Iteration 133Q: 3 clusters Score -9767005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -9766997.000000 Penalty: 13185.266602
	Iteration 134Q: 3 clusters Score -9766997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -9767009.000000 Penalty: 13185.266602
	Iteration 135Q: 3 clusters Score -9767009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -9767012.000000 Penalty: 13185.266602
	Iteration 136Q: 3 clusters Score -9767012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -9767010.000000 Penalty: 13185.266602
	Iteration 137Q: 3 clusters Score -9767010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -9767017.000000 Penalty: 13185.266602
	Iteration 138Q: 3 clusters Score -9767017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -9767017.000000 Penalty: 13185.266602
	Iteration 139F: 3 clusters Score -9767017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Entering Unmasked Estep 
Score: -4646560.500000 Penalty: 6135.108398
	Iteration 0F: 2 clusters Score -4646560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4628561.500000 Penalty: 12270.216797
	Iteration 0F: 3 clusters Score -4628562 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4633353.500000 Penalty: 12270.216797
	Iteration 1F: 3 clusters Score -4633354 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -4633985.000000 Penalty: 12270.216797
	Iteration 2F: 3 clusters Score -4633985 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4634446.500000 Penalty: 12270.216797
	Iteration 3Q: 3 clusters Score -4634446 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4634847.500000 Penalty: 12270.216797
	Iteration 4Q: 3 clusters Score -4634848 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -4635268.000000 Penalty: 12270.216797
	Iteration 5Q: 3 clusters Score -4635268 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -4635834.000000 Penalty: 12270.216797
	Iteration 6Q: 3 clusters Score -4635834 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -4636626.000000 Penalty: 12270.216797
	Iteration 7Q: 3 clusters Score -4636626 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -4637824.000000 Penalty: 12270.216797
	Iteration 8F: 3 clusters Score -4637824 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4639690.000000 Penalty: 12270.216797
	Iteration 9F: 3 clusters Score -4639690 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4641764.500000 Penalty: 12270.216797
	Iteration 10F: 3 clusters Score -4641764 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -4643204.000000 Penalty: 12270.216797
	Iteration 11F: 3 clusters Score -4643204 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -4644301.000000 Penalty: 12270.216797
	Iteration 12Q: 3 clusters Score -4644301 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -4645016.000000 Penalty: 12270.216797
	Iteration 13Q: 3 clusters Score -4645016 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4645576.500000 Penalty: 12270.216797
	Iteration 14Q: 3 clusters Score -4645576 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4646030.000000 Penalty: 12270.216797
	Iteration 15Q: 3 clusters Score -4646030 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -4646298.500000 Penalty: 12270.216797
	Iteration 16Q: 3 clusters Score -4646298 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4646480.000000 Penalty: 12270.216797
	Iteration 17Q: 3 clusters Score -4646480 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4646579.000000 Penalty: 12270.216797
	Iteration 18Q: 3 clusters Score -4646579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4646604.000000 Penalty: 12270.216797
	Iteration 19Q: 3 clusters Score -4646604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -4646624.000000 Penalty: 12270.216797
	Iteration 20F: 3 clusters Score -4646624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4646629.000000 Penalty: 12270.216797
	Iteration 21Q: 3 clusters Score -4646629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -4646643.000000 Penalty: 12270.216797
	Iteration 22Q: 3 clusters Score -4646643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4646646.000000 Penalty: 12270.216797
	Iteration 23Q: 3 clusters Score -4646646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -4646657.000000 Penalty: 12270.216797
	Iteration 24Q: 3 clusters Score -4646657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4646663.500000 Penalty: 12270.216797
	Iteration 25Q: 3 clusters Score -4646664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -4646672.500000 Penalty: 12270.216797
	Iteration 26Q: 3 clusters Score -4646672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4646667.500000 Penalty: 12270.216797
	Iteration 27Q: 3 clusters Score -4646668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4646672.500000 Penalty: 12270.216797
	Iteration 28Q: 3 clusters Score -4646672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4646673.000000 Penalty: 12270.216797
	Iteration 29Q: 3 clusters Score -4646673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4646671.500000 Penalty: 12270.216797
	Iteration 30Q: 3 clusters Score -4646672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4646665.000000 Penalty: 12270.216797
	Iteration 31Q: 3 clusters Score -4646665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4646665.000000 Penalty: 12270.216797
	Iteration 32F: 3 clusters Score -4646665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 27464 members 
Mstep: Class 8 contains 47263 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 90276 members 
Mstep: Class 12 contains 7425 members 
Mstep: Class 13 contains 29727 members 
Mstep: Class 14 contains 27113 members 
Mstep: Class 15 contains 124513 members 
Mstep: Class 16 contains 10113 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
Score: -89357088.000000 Penalty: 127391.039062
Splitting cluster 10 changes total score from -89358904.000000 to -89357088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (90276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Entering Unmasked Estep 
Score: -18533862.000000 Penalty: 6989.009277
	Iteration 0F: 2 clusters Score -1.853386e+07 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 45028 members 
Entering Unmasked Estep 
Score: -18471774.000000 Penalty: 13978.018555
	Iteration 0F: 3 clusters Score -1.847177e+07 nChanged 40896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -18494014.000000 Penalty: 13978.018555
	Iteration 1F: 3 clusters Score -1.849401e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -18495388.000000 Penalty: 13978.018555
	Iteration 2Q: 3 clusters Score -1.849539e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -18496398.000000 Penalty: 13978.018555
	Iteration 3Q: 3 clusters Score -1.84964e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -18497306.000000 Penalty: 13978.018555
	Iteration 4Q: 3 clusters Score -1.849731e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -18498118.000000 Penalty: 13978.018555
	Iteration 5Q: 3 clusters Score -1.849812e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -18498904.000000 Penalty: 13978.018555
	Iteration 6Q: 3 clusters Score -1.84989e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -18500010.000000 Penalty: 13978.018555
	Iteration 7Q: 3 clusters Score -1.850001e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -18501236.000000 Penalty: 13978.018555
	Iteration 8Q: 3 clusters Score -1.850124e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57579 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -18502946.000000 Penalty: 13978.018555
	Iteration 9Q: 3 clusters Score -1.850295e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -18505568.000000 Penalty: 13978.018555
	Iteration 10Q: 3 clusters Score -1.850557e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -18509034.000000 Penalty: 13978.018555
	Iteration 11F: 3 clusters Score -1.850903e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -18513510.000000 Penalty: 13978.018555
	Iteration 12F: 3 clusters Score -1.851351e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -18518094.000000 Penalty: 13978.018555
	Iteration 13F: 3 clusters Score -1.851809e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -18521786.000000 Penalty: 13978.018555
	Iteration 14Q: 3 clusters Score -1.852179e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -18524352.000000 Penalty: 13978.018555
	Iteration 15Q: 3 clusters Score -1.852435e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -18525948.000000 Penalty: 13978.018555
	Iteration 16Q: 3 clusters Score -1.852595e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -18526734.000000 Penalty: 13978.018555
	Iteration 17Q: 3 clusters Score -1.852673e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -18527234.000000 Penalty: 13978.018555
	Iteration 18Q: 3 clusters Score -1.852723e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -18527436.000000 Penalty: 13978.018555
	Iteration 19Q: 3 clusters Score -1.852744e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -18527588.000000 Penalty: 13978.018555
	Iteration 20F: 3 clusters Score -1.852759e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -18527700.000000 Penalty: 13978.018555
	Iteration 21Q: 3 clusters Score -1.85277e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18527764.000000 Penalty: 13978.018555
	Iteration 22Q: 3 clusters Score -1.852776e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18527788.000000 Penalty: 13978.018555
	Iteration 23Q: 3 clusters Score -1.852779e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -18527824.000000 Penalty: 13978.018555
	Iteration 24Q: 3 clusters Score -1.852782e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -18527852.000000 Penalty: 13978.018555
	Iteration 25Q: 3 clusters Score -1.852785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -18527882.000000 Penalty: 13978.018555
	Iteration 26Q: 3 clusters Score -1.852788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -18527888.000000 Penalty: 13978.018555
	Iteration 27Q: 3 clusters Score -1.852789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -18527890.000000 Penalty: 13978.018555
	Iteration 28Q: 3 clusters Score -1.852789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89258 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18527908.000000 Penalty: 13978.018555
	Iteration 29Q: 3 clusters Score -1.852791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -18527914.000000 Penalty: 13978.018555
	Iteration 30Q: 3 clusters Score -1.852791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -18527934.000000 Penalty: 13978.018555
	Iteration 31Q: 3 clusters Score -1.852793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18527946.000000 Penalty: 13978.018555
	Iteration 32Q: 3 clusters Score -1.852795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18527952.000000 Penalty: 13978.018555
	Iteration 33Q: 3 clusters Score -1.852795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -18527940.000000 Penalty: 13978.018555
	Iteration 34Q: 3 clusters Score -1.852794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -18527938.000000 Penalty: 13978.018555
	Iteration 35Q: 3 clusters Score -1.852794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -18527954.000000 Penalty: 13978.018555
	Iteration 36Q: 3 clusters Score -1.852795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -18527954.000000 Penalty: 13978.018555
	Iteration 37F: 3 clusters Score -1.852795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Entering Unmasked Estep 
Score: -1484618.125000 Penalty: 5458.972656
	Iteration 0F: 2 clusters Score -1484618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1476037.000000 Penalty: 10917.945312
	Iteration 0F: 3 clusters Score -1476037 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1477611.500000 Penalty: 10917.945312
	Iteration 1F: 3 clusters Score -1477612 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1478019.500000 Penalty: 10917.945312
	Iteration 2F: 3 clusters Score -1478020 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1478243.750000 Penalty: 10917.945312
	Iteration 3Q: 3 clusters Score -1478244 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1478390.875000 Penalty: 10917.945312
	Iteration 4Q: 3 clusters Score -1478391 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1478489.500000 Penalty: 10917.945312
	Iteration 5Q: 3 clusters Score -1478490 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1478558.000000 Penalty: 10917.945312
	Iteration 6Q: 3 clusters Score -1478558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1478628.875000 Penalty: 10917.945312
	Iteration 7Q: 3 clusters Score -1478629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1478679.875000 Penalty: 10917.945312
	Iteration 8Q: 3 clusters Score -1478680 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1478721.125000 Penalty: 10917.945312
	Iteration 9Q: 3 clusters Score -1478721 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1478751.875000 Penalty: 10917.945312
	Iteration 10Q: 3 clusters Score -1478752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1478769.500000 Penalty: 10917.945312
	Iteration 11Q: 3 clusters Score -1478770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1478780.125000 Penalty: 10917.945312
	Iteration 12Q: 3 clusters Score -1478780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1478805.250000 Penalty: 10917.945312
	Iteration 13Q: 3 clusters Score -1478805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1478815.000000 Penalty: 10917.945312
	Iteration 14Q: 3 clusters Score -1478815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1478835.500000 Penalty: 10917.945312
	Iteration 15Q: 3 clusters Score -1478836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1478844.250000 Penalty: 10917.945312
	Iteration 16Q: 3 clusters Score -1478844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1478850.625000 Penalty: 10917.945312
	Iteration 17Q: 3 clusters Score -1478851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1478857.875000 Penalty: 10917.945312
	Iteration 18Q: 3 clusters Score -1478858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1478871.250000 Penalty: 10917.945312
	Iteration 19Q: 3 clusters Score -1478871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1478877.250000 Penalty: 10917.945312
	Iteration 20F: 3 clusters Score -1478877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1478886.375000 Penalty: 10917.945312
	Iteration 21Q: 3 clusters Score -1478886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1478898.250000 Penalty: 10917.945312
	Iteration 22Q: 3 clusters Score -1478898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1478903.750000 Penalty: 10917.945312
	Iteration 23Q: 3 clusters Score -1478904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1478912.250000 Penalty: 10917.945312
	Iteration 24Q: 3 clusters Score -1478912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1478912.125000 Penalty: 10917.945312
	Iteration 25Q: 3 clusters Score -1478912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1478920.375000 Penalty: 10917.945312
	Iteration 26Q: 3 clusters Score -1478920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1478922.125000 Penalty: 10917.945312
	Iteration 27Q: 3 clusters Score -1478922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1478934.750000 Penalty: 10917.945312
	Iteration 28Q: 3 clusters Score -1478935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1478938.500000 Penalty: 10917.945312
	Iteration 29Q: 3 clusters Score -1478938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1478943.750000 Penalty: 10917.945312
	Iteration 30Q: 3 clusters Score -1478944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1478946.625000 Penalty: 10917.945312
	Iteration 31Q: 3 clusters Score -1478947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1478951.000000 Penalty: 10917.945312
	Iteration 32Q: 3 clusters Score -1478951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1478958.250000 Penalty: 10917.945312
	Iteration 33Q: 3 clusters Score -1478958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1478964.250000 Penalty: 10917.945312
	Iteration 34Q: 3 clusters Score -1478964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1478960.375000 Penalty: 10917.945312
	Iteration 35Q: 3 clusters Score -1478960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1478965.375000 Penalty: 10917.945312
	Iteration 36Q: 3 clusters Score -1478965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1478968.750000 Penalty: 10917.945312
	Iteration 37Q: 3 clusters Score -1478969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1478969.625000 Penalty: 10917.945312
	Iteration 38Q: 3 clusters Score -1478970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1478969.625000 Penalty: 10917.945312
	Iteration 39F: 3 clusters Score -1478970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Entering Unmasked Estep 
Score: -6072059.000000 Penalty: 6308.634277
	Iteration 0F: 2 clusters Score -6072059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -6049439.000000 Penalty: 12617.268555
	Iteration 0F: 3 clusters Score -6049439 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -6056175.000000 Penalty: 12617.268555
	Iteration 1F: 3 clusters Score -6056175 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -6057181.500000 Penalty: 12617.268555
	Iteration 2F: 3 clusters Score -6057182 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -6058056.000000 Penalty: 12617.268555
	Iteration 3F: 3 clusters Score -6058056 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -6058940.500000 Penalty: 12617.268555
	Iteration 4Q: 3 clusters Score -6058940 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -6059884.000000 Penalty: 12617.268555
	Iteration 5F: 3 clusters Score -6059884 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -6060812.000000 Penalty: 12617.268555
	Iteration 6F: 3 clusters Score -6060812 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -6061685.000000 Penalty: 12617.268555
	Iteration 7F: 3 clusters Score -6061685 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -6062583.000000 Penalty: 12617.268555
	Iteration 8Q: 3 clusters Score -6062583 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -6063353.000000 Penalty: 12617.268555
	Iteration 9Q: 3 clusters Score -6063353 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -6064096.500000 Penalty: 12617.268555
	Iteration 10Q: 3 clusters Score -6064096 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -6064864.500000 Penalty: 12617.268555
	Iteration 11Q: 3 clusters Score -6064864 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -6065575.000000 Penalty: 12617.268555
	Iteration 12Q: 3 clusters Score -6065575 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -6066305.500000 Penalty: 12617.268555
	Iteration 13Q: 3 clusters Score -6066306 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6066989.500000 Penalty: 12617.268555
	Iteration 14Q: 3 clusters Score -6066990 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -6067753.500000 Penalty: 12617.268555
	Iteration 15Q: 3 clusters Score -6067754 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -6068449.000000 Penalty: 12617.268555
	Iteration 16Q: 3 clusters Score -6068449 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -6069173.500000 Penalty: 12617.268555
	Iteration 17Q: 3 clusters Score -6069174 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -6069788.500000 Penalty: 12617.268555
	Iteration 18Q: 3 clusters Score -6069788 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -6070301.000000 Penalty: 12617.268555
	Iteration 19Q: 3 clusters Score -6070301 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6070748.500000 Penalty: 12617.268555
	Iteration 20F: 3 clusters Score -6070748 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -6070956.000000 Penalty: 12617.268555
	Iteration 21Q: 3 clusters Score -6070956 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -6071104.000000 Penalty: 12617.268555
	Iteration 22Q: 3 clusters Score -6071104 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -6071224.000000 Penalty: 12617.268555
	Iteration 23Q: 3 clusters Score -6071224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6071284.000000 Penalty: 12617.268555
	Iteration 24Q: 3 clusters Score -6071284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -6071344.500000 Penalty: 12617.268555
	Iteration 25Q: 3 clusters Score -6071344 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -6071379.000000 Penalty: 12617.268555
	Iteration 26Q: 3 clusters Score -6071379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -6071418.000000 Penalty: 12617.268555
	Iteration 27Q: 3 clusters Score -6071418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -6071435.000000 Penalty: 12617.268555
	Iteration 28Q: 3 clusters Score -6071435 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -6071439.000000 Penalty: 12617.268555
	Iteration 29Q: 3 clusters Score -6071439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -6071486.000000 Penalty: 12617.268555
	Iteration 30Q: 3 clusters Score -6071486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -6071500.500000 Penalty: 12617.268555
	Iteration 31Q: 3 clusters Score -6071500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -6071490.500000 Penalty: 12617.268555
	Iteration 32Q: 3 clusters Score -6071490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -6071495.500000 Penalty: 12617.268555
	Iteration 33Q: 3 clusters Score -6071496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -6071505.500000 Penalty: 12617.268555
	Iteration 34Q: 3 clusters Score -6071506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -6071507.500000 Penalty: 12617.268555
	Iteration 35Q: 3 clusters Score -6071508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -6071509.500000 Penalty: 12617.268555
	Iteration 36Q: 3 clusters Score -6071510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -6071513.500000 Penalty: 12617.268555
	Iteration 37Q: 3 clusters Score -6071514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -6071503.500000 Penalty: 12617.268555
	Iteration 38Q: 3 clusters Score -6071504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -6071513.000000 Penalty: 12617.268555
	Iteration 39Q: 3 clusters Score -6071513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -6071518.500000 Penalty: 12617.268555
	Iteration 40F: 3 clusters Score -6071518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -6071516.500000 Penalty: 12617.268555
	Iteration 41Q: 3 clusters Score -6071516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -6071521.500000 Penalty: 12617.268555
	Iteration 42Q: 3 clusters Score -6071522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -6071520.000000 Penalty: 12617.268555
	Iteration 43Q: 3 clusters Score -6071520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -6071518.500000 Penalty: 12617.268555
	Iteration 44Q: 3 clusters Score -6071518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -6071516.000000 Penalty: 12617.268555
	Iteration 45Q: 3 clusters Score -6071516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -6071514.000000 Penalty: 12617.268555
	Iteration 46Q: 3 clusters Score -6071514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -6071517.000000 Penalty: 12617.268555
	Iteration 47Q: 3 clusters Score -6071517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -6071524.000000 Penalty: 12617.268555
	Iteration 48Q: 3 clusters Score -6071524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -6071529.500000 Penalty: 12617.268555
	Iteration 49Q: 3 clusters Score -6071530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -6071528.500000 Penalty: 12617.268555
	Iteration 50Q: 3 clusters Score -6071528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -6071528.500000 Penalty: 12617.268555
	Iteration 51F: 3 clusters Score -6071528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Entering Unmasked Estep 
Score: -5575365.500000 Penalty: 6252.258301
	Iteration 0F: 2 clusters Score -5575366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -5554340.000000 Penalty: 12504.516602
	Iteration 0F: 3 clusters Score -5554340 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -5561104.000000 Penalty: 12504.516602
	Iteration 1F: 3 clusters Score -5561104 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -5563022.000000 Penalty: 12504.516602
	Iteration 2F: 3 clusters Score -5563022 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -5565101.500000 Penalty: 12504.516602
	Iteration 3F: 3 clusters Score -5565102 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -5566989.500000 Penalty: 12504.516602
	Iteration 4F: 3 clusters Score -5566990 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -5568488.000000 Penalty: 12504.516602
	Iteration 5F: 3 clusters Score -5568488 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5569532.500000 Penalty: 12504.516602
	Iteration 6F: 3 clusters Score -5569532 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -5570155.500000 Penalty: 12504.516602
	Iteration 7Q: 3 clusters Score -5570156 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -5570521.000000 Penalty: 12504.516602
	Iteration 8Q: 3 clusters Score -5570521 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -5570746.000000 Penalty: 12504.516602
	Iteration 9Q: 3 clusters Score -5570746 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -5570953.000000 Penalty: 12504.516602
	Iteration 10Q: 3 clusters Score -5570953 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -5571118.500000 Penalty: 12504.516602
	Iteration 11Q: 3 clusters Score -5571118 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -5571275.000000 Penalty: 12504.516602
	Iteration 12Q: 3 clusters Score -5571275 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -5571410.500000 Penalty: 12504.516602
	Iteration 13Q: 3 clusters Score -5571410 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5571545.500000 Penalty: 12504.516602
	Iteration 14Q: 3 clusters Score -5571546 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5571667.000000 Penalty: 12504.516602
	Iteration 15Q: 3 clusters Score -5571667 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -5571727.500000 Penalty: 12504.516602
	Iteration 16Q: 3 clusters Score -5571728 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5571806.500000 Penalty: 12504.516602
	Iteration 17Q: 3 clusters Score -5571806 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5571854.500000 Penalty: 12504.516602
	Iteration 18Q: 3 clusters Score -5571854 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -5571930.500000 Penalty: 12504.516602
	Iteration 19Q: 3 clusters Score -5571930 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -5571965.500000 Penalty: 12504.516602
	Iteration 20F: 3 clusters Score -5571966 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -5572011.000000 Penalty: 12504.516602
	Iteration 21Q: 3 clusters Score -5572011 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -5572070.500000 Penalty: 12504.516602
	Iteration 22Q: 3 clusters Score -5572070 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -5572091.000000 Penalty: 12504.516602
	Iteration 23Q: 3 clusters Score -5572091 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5572118.500000 Penalty: 12504.516602
	Iteration 24Q: 3 clusters Score -5572118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -5572148.500000 Penalty: 12504.516602
	Iteration 25Q: 3 clusters Score -5572148 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -5572191.500000 Penalty: 12504.516602
	Iteration 26Q: 3 clusters Score -5572192 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5572244.000000 Penalty: 12504.516602
	Iteration 27Q: 3 clusters Score -5572244 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -5572299.500000 Penalty: 12504.516602
	Iteration 28Q: 3 clusters Score -5572300 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -5572408.000000 Penalty: 12504.516602
	Iteration 29Q: 3 clusters Score -5572408 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -5572517.000000 Penalty: 12504.516602
	Iteration 30Q: 3 clusters Score -5572517 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5572623.000000 Penalty: 12504.516602
	Iteration 31Q: 3 clusters Score -5572623 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5572697.500000 Penalty: 12504.516602
	Iteration 32Q: 3 clusters Score -5572698 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -5572791.500000 Penalty: 12504.516602
	Iteration 33Q: 3 clusters Score -5572792 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -5572864.000000 Penalty: 12504.516602
	Iteration 34Q: 3 clusters Score -5572864 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5572899.000000 Penalty: 12504.516602
	Iteration 35Q: 3 clusters Score -5572899 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -5572930.000000 Penalty: 12504.516602
	Iteration 36Q: 3 clusters Score -5572930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5572954.500000 Penalty: 12504.516602
	Iteration 37Q: 3 clusters Score -5572954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5572978.000000 Penalty: 12504.516602
	Iteration 38Q: 3 clusters Score -5572978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -5572979.500000 Penalty: 12504.516602
	Iteration 39Q: 3 clusters Score -5572980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5572991.000000 Penalty: 12504.516602
	Iteration 40F: 3 clusters Score -5572991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -5573002.500000 Penalty: 12504.516602
	Iteration 41Q: 3 clusters Score -5573002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -5573014.000000 Penalty: 12504.516602
	Iteration 42Q: 3 clusters Score -5573014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -5573013.500000 Penalty: 12504.516602
	Iteration 43Q: 3 clusters Score -5573014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -5573009.500000 Penalty: 12504.516602
	Iteration 44Q: 3 clusters Score -5573010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5573009.000000 Penalty: 12504.516602
	Iteration 45Q: 3 clusters Score -5573009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5573000.500000 Penalty: 12504.516602
	Iteration 46Q: 3 clusters Score -5573000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -5573009.000000 Penalty: 12504.516602
	Iteration 47Q: 3 clusters Score -5573009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5573014.500000 Penalty: 12504.516602
	Iteration 48Q: 3 clusters Score -5573014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5573016.000000 Penalty: 12504.516602
	Iteration 49Q: 3 clusters Score -5573016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5573026.000000 Penalty: 12504.516602
	Iteration 50Q: 3 clusters Score -5573026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5573026.500000 Penalty: 12504.516602
	Iteration 51Q: 3 clusters Score -5573026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -5573026.500000 Penalty: 12504.516602
	Iteration 52Q: 3 clusters Score -5573026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -5573012.500000 Penalty: 12504.516602
	Iteration 53Q: 3 clusters Score -5573012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -5573009.500000 Penalty: 12504.516602
	Iteration 54Q: 3 clusters Score -5573010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5573013.500000 Penalty: 12504.516602
	Iteration 55Q: 3 clusters Score -5573014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5573014.000000 Penalty: 12504.516602
	Iteration 56Q: 3 clusters Score -5573014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -5573026.000000 Penalty: 12504.516602
	Iteration 57Q: 3 clusters Score -5573026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -5573028.000000 Penalty: 12504.516602
	Iteration 58Q: 3 clusters Score -5573028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -5573036.000000 Penalty: 12504.516602
	Iteration 59Q: 3 clusters Score -5573036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -5573025.000000 Penalty: 12504.516602
	Iteration 60F: 3 clusters Score -5573025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5573032.000000 Penalty: 12504.516602
	Iteration 61Q: 3 clusters Score -5573032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -5573036.000000 Penalty: 12504.516602
	Iteration 62Q: 3 clusters Score -5573036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -5573034.500000 Penalty: 12504.516602
	Iteration 63Q: 3 clusters Score -5573034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -5573038.000000 Penalty: 12504.516602
	Iteration 64Q: 3 clusters Score -5573038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -5573038.000000 Penalty: 12504.516602
	Iteration 65F: 3 clusters Score -5573038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (124513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124513 members 
Entering Unmasked Estep 
Score: -25724682.000000 Penalty: 7185.951172
	Iteration 0F: 2 clusters Score -2.572468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -25640326.000000 Penalty: 14371.902344
	Iteration 0F: 3 clusters Score -2.564033e+07 nChanged 57287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -25672334.000000 Penalty: 14371.902344
	Iteration 1F: 3 clusters Score -2.567233e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -25673870.000000 Penalty: 14371.902344
	Iteration 2Q: 3 clusters Score -2.567387e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -25676058.000000 Penalty: 14371.902344
	Iteration 3Q: 3 clusters Score -2.567606e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -25678946.000000 Penalty: 14371.902344
	Iteration 4Q: 3 clusters Score -2.567895e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -25683138.000000 Penalty: 14371.902344
	Iteration 5F: 3 clusters Score -2.568314e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -25690080.000000 Penalty: 14371.902344
	Iteration 6F: 3 clusters Score -2.569008e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -25699790.000000 Penalty: 14371.902344
	Iteration 7F: 3 clusters Score -2.569979e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -25709642.000000 Penalty: 14371.902344
	Iteration 8F: 3 clusters Score -2.570964e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -25718058.000000 Penalty: 14371.902344
	Iteration 9F: 3 clusters Score -2.571806e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -25724522.000000 Penalty: 14371.902344
	Iteration 10F: 3 clusters Score -2.572452e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -25729612.000000 Penalty: 14371.902344
	Iteration 11Q: 3 clusters Score -2.572961e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -25733162.000000 Penalty: 14371.902344
	Iteration 12Q: 3 clusters Score -2.573316e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -25736092.000000 Penalty: 14371.902344
	Iteration 13Q: 3 clusters Score -2.573609e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -25738622.000000 Penalty: 14371.902344
	Iteration 14Q: 3 clusters Score -2.573862e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -25740408.000000 Penalty: 14371.902344
	Iteration 15Q: 3 clusters Score -2.574041e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -25741892.000000 Penalty: 14371.902344
	Iteration 16Q: 3 clusters Score -2.574189e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -25742786.000000 Penalty: 14371.902344
	Iteration 17Q: 3 clusters Score -2.574279e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -25743142.000000 Penalty: 14371.902344
	Iteration 18Q: 3 clusters Score -2.574314e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -25743478.000000 Penalty: 14371.902344
	Iteration 19Q: 3 clusters Score -2.574348e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
Score: -25743492.000000 Penalty: 14371.902344
	Iteration 20F: 3 clusters Score -2.574349e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -25743482.000000 Penalty: 14371.902344
	Iteration 21Q: 3 clusters Score -2.574348e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -25743506.000000 Penalty: 14371.902344
	Iteration 22Q: 3 clusters Score -2.574351e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -25743572.000000 Penalty: 14371.902344
	Iteration 23Q: 3 clusters Score -2.574357e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 75782 members 
Entering Unmasked Estep 
Score: -25743530.000000 Penalty: 14371.902344
	Iteration 24Q: 3 clusters Score -2.574353e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -25743568.000000 Penalty: 14371.902344
	Iteration 25Q: 3 clusters Score -2.574357e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -25743552.000000 Penalty: 14371.902344
	Iteration 26Q: 3 clusters Score -2.574355e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -25743550.000000 Penalty: 14371.902344
	Iteration 27Q: 3 clusters Score -2.574355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -25743542.000000 Penalty: 14371.902344
	Iteration 28Q: 3 clusters Score -2.574354e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -25743552.000000 Penalty: 14371.902344
	Iteration 29Q: 3 clusters Score -2.574355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -25743540.000000 Penalty: 14371.902344
	Iteration 30Q: 3 clusters Score -2.574354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -25743578.000000 Penalty: 14371.902344
	Iteration 31Q: 3 clusters Score -2.574358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -25743574.000000 Penalty: 14371.902344
	Iteration 32Q: 3 clusters Score -2.574357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -25743566.000000 Penalty: 14371.902344
	Iteration 33Q: 3 clusters Score -2.574357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -25743584.000000 Penalty: 14371.902344
	Iteration 34Q: 3 clusters Score -2.574358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -25743568.000000 Penalty: 14371.902344
	Iteration 35Q: 3 clusters Score -2.574357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -25743548.000000 Penalty: 14371.902344
	Iteration 36Q: 3 clusters Score -2.574355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -25743536.000000 Penalty: 14371.902344
	Iteration 37Q: 3 clusters Score -2.574354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -25743568.000000 Penalty: 14371.902344
	Iteration 38Q: 3 clusters Score -2.574357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -25743570.000000 Penalty: 14371.902344
	Iteration 39Q: 3 clusters Score -2.574357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -25743584.000000 Penalty: 14371.902344
	Iteration 40F: 3 clusters Score -2.574358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 76186 members 
Entering Unmasked Estep 
Score: -25743580.000000 Penalty: 14371.902344
	Iteration 41Q: 3 clusters Score -2.574358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -25743576.000000 Penalty: 14371.902344
	Iteration 42Q: 3 clusters Score -2.574358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -25743570.000000 Penalty: 14371.902344
	Iteration 43Q: 3 clusters Score -2.574357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -25743576.000000 Penalty: 14371.902344
	Iteration 44Q: 3 clusters Score -2.574358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -25743580.000000 Penalty: 14371.902344
	Iteration 45Q: 3 clusters Score -2.574358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -25743588.000000 Penalty: 14371.902344
	Iteration 46Q: 3 clusters Score -2.574359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -25743588.000000 Penalty: 14371.902344
	Iteration 47Q: 3 clusters Score -2.574359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -25743584.000000 Penalty: 14371.902344
	Iteration 48Q: 3 clusters Score -2.574358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -25743588.000000 Penalty: 14371.902344
	Iteration 49Q: 3 clusters Score -2.574359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -25743604.000000 Penalty: 14371.902344
	Iteration 50Q: 3 clusters Score -2.57436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -25743598.000000 Penalty: 14371.902344
	Iteration 51Q: 3 clusters Score -2.57436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
Score: -25743608.000000 Penalty: 14371.902344
	Iteration 52Q: 3 clusters Score -2.574361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -25743606.000000 Penalty: 14371.902344
	Iteration 53Q: 3 clusters Score -2.574361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -25743606.000000 Penalty: 14371.902344
	Iteration 54F: 3 clusters Score -2.574361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 27464 members 
Mstep: Class 8 contains 47263 members 
Mstep: Class 10 contains 22393 members 
Mstep: Class 11 contains 90276 members 
Mstep: Class 12 contains 7425 members 
Mstep: Class 13 contains 29727 members 
Mstep: Class 14 contains 27113 members 
Mstep: Class 15 contains 48291 members 
Mstep: Class 16 contains 10113 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
Score: -89375640.000000 Penalty: 127391.039062
Splitting cluster 15 changes total score from -89358904.000000 to -89375640.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 16 (10113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Entering Unmasked Estep 
Score: -2011779.125000 Penalty: 5648.215820
	Iteration 0F: 2 clusters Score -2011779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2001542.750000 Penalty: 11296.431641
	Iteration 0F: 3 clusters Score -2001543 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2003923.750000 Penalty: 11296.431641
	Iteration 1F: 3 clusters Score -2003924 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2004689.375000 Penalty: 11296.431641
	Iteration 2F: 3 clusters Score -2004689 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2005433.000000 Penalty: 11296.431641
	Iteration 3F: 3 clusters Score -2005433 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2006191.875000 Penalty: 11296.431641
	Iteration 4F: 3 clusters Score -2006192 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2006983.250000 Penalty: 11296.431641
	Iteration 5F: 3 clusters Score -2006983 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2007694.000000 Penalty: 11296.431641
	Iteration 6F: 3 clusters Score -2007694 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2008309.250000 Penalty: 11296.431641
	Iteration 7F: 3 clusters Score -2008309 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2008797.750000 Penalty: 11296.431641
	Iteration 8Q: 3 clusters Score -2008798 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2009147.500000 Penalty: 11296.431641
	Iteration 9Q: 3 clusters Score -2009148 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2009370.750000 Penalty: 11296.431641
	Iteration 10Q: 3 clusters Score -2009371 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2009514.500000 Penalty: 11296.431641
	Iteration 11Q: 3 clusters Score -2009514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2009687.625000 Penalty: 11296.431641
	Iteration 12Q: 3 clusters Score -2009688 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2009962.250000 Penalty: 11296.431641
	Iteration 13Q: 3 clusters Score -2009962 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2010425.000000 Penalty: 11296.431641
	Iteration 14Q: 3 clusters Score -2010425 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2010896.625000 Penalty: 11296.431641
	Iteration 15Q: 3 clusters Score -2010897 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2011323.000000 Penalty: 11296.431641
	Iteration 16Q: 3 clusters Score -2011323 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2011761.500000 Penalty: 11296.431641
	Iteration 17Q: 3 clusters Score -2011762 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2012259.875000 Penalty: 11296.431641
	Iteration 18Q: 3 clusters Score -2012260 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2012592.500000 Penalty: 11296.431641
	Iteration 19Q: 3 clusters Score -2012592 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2012820.500000 Penalty: 11296.431641
	Iteration 20F: 3 clusters Score -2012820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2013007.000000 Penalty: 11296.431641
	Iteration 21Q: 3 clusters Score -2013007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2013140.500000 Penalty: 11296.431641
	Iteration 22Q: 3 clusters Score -2013140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2013157.250000 Penalty: 11296.431641
	Iteration 23Q: 3 clusters Score -2013157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2013160.750000 Penalty: 11296.431641
	Iteration 24Q: 3 clusters Score -2013161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2013161.375000 Penalty: 11296.431641
	Iteration 25Q: 3 clusters Score -2013161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2013160.750000 Penalty: 11296.431641
	Iteration 26Q: 3 clusters Score -2013161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2013160.750000 Penalty: 11296.431641
	Iteration 27F: 3 clusters Score -2013161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 4 contains 6997 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 27464 members 
Mstep: Class 8 contains 47263 members 
Mstep: Class 10 contains 22393 members 
Mstep: Class 11 contains 90276 members 
Mstep: Class 12 contains 7425 members 
Mstep: Class 13 contains 29727 members 
Mstep: Class 14 contains 27113 members 
Mstep: Class 15 contains 48291 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
Score: -89374760.000000 Penalty: 135352.984375
Splitting cluster 16 changes total score from -89358904.000000 to -89374760.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -131800.468750 Penalty: 4048.226318
	Iteration 0F: 2 clusters Score -131800.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -128272.296875 Penalty: 8096.452637
	Iteration 0F: 3 clusters Score -128272.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -128723.320312 Penalty: 8096.452637
	Iteration 1F: 3 clusters Score -128723.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -128897.453125 Penalty: 8096.452637
	Iteration 2F: 3 clusters Score -128897.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -129019.898438 Penalty: 8096.452637
	Iteration 3Q: 3 clusters Score -129019.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -129099.000000 Penalty: 8096.452637
	Iteration 4Q: 3 clusters Score -129099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -129249.593750 Penalty: 8096.452637
	Iteration 5Q: 3 clusters Score -129249.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -129432.734375 Penalty: 8096.452637
	Iteration 6Q: 3 clusters Score -129432.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -129786.468750 Penalty: 8096.452637
	Iteration 7F: 3 clusters Score -129786.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -130192.359375 Penalty: 8096.452637
	Iteration 8F: 3 clusters Score -130192.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -130784.468750 Penalty: 8096.452637
	Iteration 9F: 3 clusters Score -130784.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -131935.078125 Penalty: 8096.452637
	Iteration 10Q: 3 clusters Score -131935.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -132097.734375 Penalty: 8096.452637
	Iteration 11Q: 3 clusters Score -132097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -132108.718750 Penalty: 8096.452637
	Iteration 12Q: 3 clusters Score -132108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -132111.812500 Penalty: 8096.452637
	Iteration 13Q: 3 clusters Score -132111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -132111.812500 Penalty: 8096.452637
	Iteration 14F: 3 clusters Score -132111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 4 contains 6997 members 
Mstep: Class 5 contains 411 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 27464 members 
Mstep: Class 8 contains 47263 members 
Mstep: Class 10 contains 22393 members 
Mstep: Class 11 contains 90276 members 
Mstep: Class 12 contains 7425 members 
Mstep: Class 13 contains 29727 members 
Mstep: Class 14 contains 27113 members 
Mstep: Class 15 contains 48291 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 19 contains 2816 members 
Entering Unmasked Estep 
Score: -89371304.000000 Penalty: 143314.921875
Splitting cluster 17 changes total score from -89358904.000000 to -89371304.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 18 (26052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Entering Unmasked Estep 
Score: -5219870.000000 Penalty: 6227.807617
	Iteration 0F: 2 clusters Score -5219870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -5199582.000000 Penalty: 12455.615234
	Iteration 0F: 3 clusters Score -5199582 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -5206060.000000 Penalty: 12455.615234
	Iteration 1F: 3 clusters Score -5206060 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -5207733.500000 Penalty: 12455.615234
	Iteration 2F: 3 clusters Score -5207734 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5209184.000000 Penalty: 12455.615234
	Iteration 3F: 3 clusters Score -5209184 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -5210348.000000 Penalty: 12455.615234
	Iteration 4F: 3 clusters Score -5210348 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -5211357.500000 Penalty: 12455.615234
	Iteration 5F: 3 clusters Score -5211358 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -5212205.000000 Penalty: 12455.615234
	Iteration 6F: 3 clusters Score -5212205 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5212827.500000 Penalty: 12455.615234
	Iteration 7Q: 3 clusters Score -5212828 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -5213265.500000 Penalty: 12455.615234
	Iteration 8Q: 3 clusters Score -5213266 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -5213595.500000 Penalty: 12455.615234
	Iteration 9Q: 3 clusters Score -5213596 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5213825.000000 Penalty: 12455.615234
	Iteration 10Q: 3 clusters Score -5213825 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -5214009.000000 Penalty: 12455.615234
	Iteration 11Q: 3 clusters Score -5214009 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5214156.500000 Penalty: 12455.615234
	Iteration 12Q: 3 clusters Score -5214156 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5214359.000000 Penalty: 12455.615234
	Iteration 13Q: 3 clusters Score -5214359 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -5214510.000000 Penalty: 12455.615234
	Iteration 14Q: 3 clusters Score -5214510 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -5214710.000000 Penalty: 12455.615234
	Iteration 15Q: 3 clusters Score -5214710 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -5214910.500000 Penalty: 12455.615234
	Iteration 16Q: 3 clusters Score -5214910 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -5215157.000000 Penalty: 12455.615234
	Iteration 17Q: 3 clusters Score -5215157 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -5215370.000000 Penalty: 12455.615234
	Iteration 18Q: 3 clusters Score -5215370 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -5215563.000000 Penalty: 12455.615234
	Iteration 19Q: 3 clusters Score -5215563 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -5215766.500000 Penalty: 12455.615234
	Iteration 20F: 3 clusters Score -5215766 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5215923.500000 Penalty: 12455.615234
	Iteration 21Q: 3 clusters Score -5215924 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5216054.500000 Penalty: 12455.615234
	Iteration 22Q: 3 clusters Score -5216054 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -5216153.500000 Penalty: 12455.615234
	Iteration 23Q: 3 clusters Score -5216154 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5216275.500000 Penalty: 12455.615234
	Iteration 24Q: 3 clusters Score -5216276 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -5216347.000000 Penalty: 12455.615234
	Iteration 25Q: 3 clusters Score -5216347 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -5216444.000000 Penalty: 12455.615234
	Iteration 26Q: 3 clusters Score -5216444 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -5216530.500000 Penalty: 12455.615234
	Iteration 27Q: 3 clusters Score -5216530 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -5216605.000000 Penalty: 12455.615234
	Iteration 28Q: 3 clusters Score -5216605 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5216680.500000 Penalty: 12455.615234
	Iteration 29Q: 3 clusters Score -5216680 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5216712.000000 Penalty: 12455.615234
	Iteration 30Q: 3 clusters Score -5216712 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5216763.000000 Penalty: 12455.615234
	Iteration 31Q: 3 clusters Score -5216763 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -5216797.500000 Penalty: 12455.615234
	Iteration 32Q: 3 clusters Score -5216798 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -5216844.000000 Penalty: 12455.615234
	Iteration 33Q: 3 clusters Score -5216844 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -5216874.000000 Penalty: 12455.615234
	Iteration 34Q: 3 clusters Score -5216874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5216909.000000 Penalty: 12455.615234
	Iteration 35Q: 3 clusters Score -5216909 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -5216945.500000 Penalty: 12455.615234
	Iteration 36Q: 3 clusters Score -5216946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5216984.500000 Penalty: 12455.615234
	Iteration 37Q: 3 clusters Score -5216984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5217016.000000 Penalty: 12455.615234
	Iteration 38Q: 3 clusters Score -5217016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -5217056.500000 Penalty: 12455.615234
	Iteration 39Q: 3 clusters Score -5217056 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5217087.500000 Penalty: 12455.615234
	Iteration 40F: 3 clusters Score -5217088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5217097.000000 Penalty: 12455.615234
	Iteration 41Q: 3 clusters Score -5217097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -5217115.500000 Penalty: 12455.615234
	Iteration 42Q: 3 clusters Score -5217116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -5217148.000000 Penalty: 12455.615234
	Iteration 43Q: 3 clusters Score -5217148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -5217166.000000 Penalty: 12455.615234
	Iteration 44Q: 3 clusters Score -5217166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -5217184.500000 Penalty: 12455.615234
	Iteration 45Q: 3 clusters Score -5217184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -5217199.500000 Penalty: 12455.615234
	Iteration 46Q: 3 clusters Score -5217200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5217209.000000 Penalty: 12455.615234
	Iteration 47Q: 3 clusters Score -5217209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5217235.000000 Penalty: 12455.615234
	Iteration 48Q: 3 clusters Score -5217235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5217240.000000 Penalty: 12455.615234
	Iteration 49Q: 3 clusters Score -5217240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -5217267.000000 Penalty: 12455.615234
	Iteration 50Q: 3 clusters Score -5217267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -5217268.000000 Penalty: 12455.615234
	Iteration 51Q: 3 clusters Score -5217268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5217268.000000 Penalty: 12455.615234
	Iteration 52Q: 3 clusters Score -5217268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -5217269.500000 Penalty: 12455.615234
	Iteration 53Q: 3 clusters Score -5217270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5217274.500000 Penalty: 12455.615234
	Iteration 54Q: 3 clusters Score -5217274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -5217278.500000 Penalty: 12455.615234
	Iteration 55Q: 3 clusters Score -5217278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -5217277.000000 Penalty: 12455.615234
	Iteration 56Q: 3 clusters Score -5217277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -5217291.500000 Penalty: 12455.615234
	Iteration 57Q: 3 clusters Score -5217292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -5217299.000000 Penalty: 12455.615234
	Iteration 58Q: 3 clusters Score -5217299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5217298.000000 Penalty: 12455.615234
	Iteration 59Q: 3 clusters Score -5217298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5217315.000000 Penalty: 12455.615234
	Iteration 60F: 3 clusters Score -5217315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -5217319.000000 Penalty: 12455.615234
	Iteration 61Q: 3 clusters Score -5217319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -5217315.000000 Penalty: 12455.615234
	Iteration 62Q: 3 clusters Score -5217315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -5217321.500000 Penalty: 12455.615234
	Iteration 63Q: 3 clusters Score -5217322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -5217319.500000 Penalty: 12455.615234
	Iteration 64Q: 3 clusters Score -5217320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -5217326.000000 Penalty: 12455.615234
	Iteration 65Q: 3 clusters Score -5217326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -5217323.000000 Penalty: 12455.615234
	Iteration 66Q: 3 clusters Score -5217323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -5217332.500000 Penalty: 12455.615234
	Iteration 67Q: 3 clusters Score -5217332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5217341.500000 Penalty: 12455.615234
	Iteration 68Q: 3 clusters Score -5217342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5217335.000000 Penalty: 12455.615234
	Iteration 69Q: 3 clusters Score -5217335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5217335.000000 Penalty: 12455.615234
	Iteration 70F: 3 clusters Score -5217335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -465054.906250 Penalty: 4865.132324
	Iteration 0F: 2 clusters Score -465054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -459876.531250 Penalty: 9730.264648
	Iteration 0F: 3 clusters Score -459876.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -463946.062500 Penalty: 9730.264648
	Iteration 1F: 3 clusters Score -463946.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -467723.312500 Penalty: 9730.264648
	Iteration 2F: 3 clusters Score -467723.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -470826.250000 Penalty: 9730.264648
	Iteration 3F: 3 clusters Score -470826.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -473051.156250 Penalty: 9730.264648
	Iteration 4F: 3 clusters Score -473051.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -473867.250000 Penalty: 9730.264648
	Iteration 5Q: 3 clusters Score -473867.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -474422.125000 Penalty: 9730.264648
	Iteration 6Q: 3 clusters Score -474422.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -475270.906250 Penalty: 9730.264648
	Iteration 7Q: 3 clusters Score -475270.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -475715.500000 Penalty: 9730.264648
	Iteration 8Q: 3 clusters Score -475715.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -475983.593750 Penalty: 9730.264648
	Iteration 9Q: 3 clusters Score -475983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -475992.375000 Penalty: 9730.264648
	Iteration 10Q: 3 clusters Score -475992.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -475992.375000 Penalty: 9730.264648
	Iteration 11F: 3 clusters Score -475992.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 4 contains 6997 members 
Mstep: Class 5 contains 411 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 27464 members 
Mstep: Class 8 contains 47263 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 22393 members 
Mstep: Class 11 contains 90276 members 
Mstep: Class 12 contains 7425 members 
Mstep: Class 13 contains 29727 members 
Mstep: Class 14 contains 27113 members 
Mstep: Class 15 contains 48291 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 19 contains 1258 members 
Entering Unmasked Estep 
Score: -89379112.000000 Penalty: 151276.859375
Splitting cluster 19 changes total score from -89358904.000000 to -89379112.000000
So it's getting split into cluster 9.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 27464 members 
Mstep: Class 8 contains 47263 members 
Mstep: Class 10 contains 22393 members 
Mstep: Class 11 contains 90276 members 
Mstep: Class 12 contains 7425 members 
Mstep: Class 13 contains 29727 members 
Mstep: Class 14 contains 27113 members 
Mstep: Class 15 contains 48291 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 19 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89385896.000000 Penalty: 151276.859375
Iteration 39Q: 20 clusters Score -8.93859e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 22629 members 
Mstep: Class 4 contains 6810 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 27413 members 
Mstep: Class 8 contains 47436 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 23734 members 
Mstep: Class 11 contains 90517 members 
Mstep: Class 12 contains 7402 members 
Mstep: Class 13 contains 29735 members 
Mstep: Class 14 contains 27270 members 
Mstep: Class 15 contains 49642 members 
Mstep: Class 16 contains 3568 members 
Mstep: Class 17 contains 339 members 
Mstep: Class 18 contains 24404 members 
Mstep: Class 19 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89391656.000000 Penalty: 151276.859375
Iteration 40F: 20 clusters Score -8.939166e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 22510 members 
Mstep: Class 4 contains 7669 members 
Mstep: Class 5 contains 492 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 7 contains 26955 members 
Mstep: Class 8 contains 46894 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 24697 members 
Mstep: Class 11 contains 89676 members 
Mstep: Class 12 contains 7425 members 
Mstep: Class 13 contains 29761 members 
Mstep: Class 14 contains 27310 members 
Mstep: Class 15 contains 50451 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 23362 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89394424.000000 Penalty: 151276.859375
Iteration 41Q: 20 clusters Score -8.939442e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 22397 members 
Mstep: Class 4 contains 8287 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 26591 members 
Mstep: Class 8 contains 46487 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 25434 members 
Mstep: Class 11 contains 89134 members 
Mstep: Class 12 contains 7431 members 
Mstep: Class 13 contains 29792 members 
Mstep: Class 14 contains 27293 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 4022 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 22536 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89396304.000000 Penalty: 151276.859375
Iteration 42Q: 20 clusters Score -8.93963e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 22309 members 
Mstep: Class 4 contains 8762 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 26304 members 
Mstep: Class 8 contains 46091 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 25985 members 
Mstep: Class 11 contains 88778 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 29808 members 
Mstep: Class 14 contains 27241 members 
Mstep: Class 15 contains 51867 members 
Mstep: Class 16 contains 4160 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 21859 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89397128.000000 Penalty: 151276.859375
Iteration 43Q: 20 clusters Score -8.939713e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 1114 members 
Mstep: Class 3 contains 22218 members 
Mstep: Class 4 contains 9139 members 
Mstep: Class 5 contains 534 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 26074 members 
Mstep: Class 8 contains 45693 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 26373 members 
Mstep: Class 11 contains 88528 members 
Mstep: Class 12 contains 7400 members 
Mstep: Class 13 contains 29830 members 
Mstep: Class 14 contains 27177 members 
Mstep: Class 15 contains 52546 members 
Mstep: Class 16 contains 4244 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 18 contains 21264 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89397736.000000 Penalty: 151276.859375
Iteration 44Q: 20 clusters Score -8.939774e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22137 members 
Mstep: Class 4 contains 9469 members 
Mstep: Class 5 contains 538 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 45309 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 26637 members 
Mstep: Class 11 contains 88324 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 29848 members 
Mstep: Class 14 contains 27098 members 
Mstep: Class 15 contains 53145 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 18 contains 20724 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89398440.000000 Penalty: 151276.859375
Iteration 45Q: 20 clusters Score -8.939844e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22109 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 25827 members 
Mstep: Class 8 contains 44929 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 26841 members 
Mstep: Class 11 contains 88135 members 
Mstep: Class 12 contains 7406 members 
Mstep: Class 13 contains 29865 members 
Mstep: Class 14 contains 27005 members 
Mstep: Class 15 contains 53652 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 18 contains 20269 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89398488.000000 Penalty: 151276.859375
Iteration 46Q: 20 clusters Score -8.939849e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22097 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 540 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 25734 members 
Mstep: Class 8 contains 44532 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 27017 members 
Mstep: Class 11 contains 87973 members 
Mstep: Class 12 contains 7419 members 
Mstep: Class 13 contains 29850 members 
Mstep: Class 14 contains 26918 members 
Mstep: Class 15 contains 54142 members 
Mstep: Class 16 contains 4379 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 18 contains 19858 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89398976.000000 Penalty: 151276.859375
Iteration 47Q: 20 clusters Score -8.939898e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 75238 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22096 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 25693 members 
Mstep: Class 8 contains 44107 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 27150 members 
Mstep: Class 11 contains 87849 members 
Mstep: Class 12 contains 7432 members 
Mstep: Class 13 contains 29847 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 54602 members 
Mstep: Class 16 contains 4404 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 19466 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89399264.000000 Penalty: 151276.859375
Iteration 48Q: 20 clusters Score -8.939926e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22116 members 
Mstep: Class 4 contains 10458 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 25649 members 
Mstep: Class 8 contains 43651 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27252 members 
Mstep: Class 11 contains 87789 members 
Mstep: Class 12 contains 7434 members 
Mstep: Class 13 contains 29849 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 55035 members 
Mstep: Class 16 contains 4410 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 19116 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89399864.000000 Penalty: 151276.859375
Iteration 49Q: 20 clusters Score -8.939986e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22145 members 
Mstep: Class 4 contains 10597 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 43178 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27340 members 
Mstep: Class 11 contains 87735 members 
Mstep: Class 12 contains 7441 members 
Mstep: Class 13 contains 29847 members 
Mstep: Class 14 contains 26703 members 
Mstep: Class 15 contains 55433 members 
Mstep: Class 16 contains 4424 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 18762 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89400096.000000 Penalty: 151276.859375
Iteration 50Q: 20 clusters Score -8.94001e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22195 members 
Mstep: Class 4 contains 10732 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 25580 members 
Mstep: Class 8 contains 42686 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27414 members 
Mstep: Class 11 contains 87668 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 29834 members 
Mstep: Class 14 contains 26647 members 
Mstep: Class 15 contains 55795 members 
Mstep: Class 16 contains 4447 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 18416 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89400272.000000 Penalty: 151276.859375
Iteration 51Q: 20 clusters Score -8.940027e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22261 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 25570 members 
Mstep: Class 8 contains 42147 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27500 members 
Mstep: Class 11 contains 87605 members 
Mstep: Class 12 contains 7475 members 
Mstep: Class 13 contains 29806 members 
Mstep: Class 14 contains 26599 members 
Mstep: Class 15 contains 56095 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 18165 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89400760.000000 Penalty: 151276.859375
Iteration 52Q: 20 clusters Score -8.940076e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22339 members 
Mstep: Class 4 contains 10959 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 41592 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27552 members 
Mstep: Class 11 contains 87548 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 29771 members 
Mstep: Class 14 contains 26541 members 
Mstep: Class 15 contains 56354 members 
Mstep: Class 16 contains 4464 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 17954 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89400600.000000 Penalty: 151276.859375
Iteration 53Q: 20 clusters Score -8.94006e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 77231 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22427 members 
Mstep: Class 4 contains 11030 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 25629 members 
Mstep: Class 8 contains 41088 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 87524 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 29719 members 
Mstep: Class 14 contains 26479 members 
Mstep: Class 15 contains 56590 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 17762 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89401000.000000 Penalty: 151276.859375
Iteration 54Q: 20 clusters Score -8.9401e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22502 members 
Mstep: Class 4 contains 11105 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 25632 members 
Mstep: Class 8 contains 40579 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27592 members 
Mstep: Class 11 contains 87513 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 29666 members 
Mstep: Class 14 contains 26419 members 
Mstep: Class 15 contains 56798 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 17590 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89401624.000000 Penalty: 151276.859375
Iteration 55Q: 20 clusters Score -8.940162e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 22599 members 
Mstep: Class 4 contains 11162 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 25609 members 
Mstep: Class 8 contains 40099 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27600 members 
Mstep: Class 11 contains 87506 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 29621 members 
Mstep: Class 14 contains 26362 members 
Mstep: Class 15 contains 56997 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 17427 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89401808.000000 Penalty: 151276.859375
Iteration 56Q: 20 clusters Score -8.940181e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 22694 members 
Mstep: Class 4 contains 11218 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 25563 members 
Mstep: Class 8 contains 39700 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27588 members 
Mstep: Class 11 contains 87513 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 29584 members 
Mstep: Class 14 contains 26286 members 
Mstep: Class 15 contains 57198 members 
Mstep: Class 16 contains 4496 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 17302 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89402040.000000 Penalty: 151276.859375
Iteration 57Q: 20 clusters Score -8.940204e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 22824 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 7 contains 25525 members 
Mstep: Class 8 contains 39289 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27594 members 
Mstep: Class 11 contains 87534 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 29539 members 
Mstep: Class 14 contains 26198 members 
Mstep: Class 15 contains 57395 members 
Mstep: Class 16 contains 4502 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 17189 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89402208.000000 Penalty: 151276.859375
Iteration 58Q: 20 clusters Score -8.940221e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 22950 members 
Mstep: Class 4 contains 11335 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 7 contains 25536 members 
Mstep: Class 8 contains 38944 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27594 members 
Mstep: Class 11 contains 87534 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 29485 members 
Mstep: Class 14 contains 26124 members 
Mstep: Class 15 contains 57555 members 
Mstep: Class 16 contains 4511 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 17076 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89402360.000000 Penalty: 151276.859375
Iteration 59Q: 20 clusters Score -8.940236e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23058 members 
Mstep: Class 4 contains 11375 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 25529 members 
Mstep: Class 8 contains 38654 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27593 members 
Mstep: Class 11 contains 87555 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 29445 members 
Mstep: Class 14 contains 26059 members 
Mstep: Class 15 contains 57707 members 
Mstep: Class 16 contains 4517 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 16955 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89402600.000000 Penalty: 151276.859375
Iteration 60F: 20 clusters Score -8.94026e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23144 members 
Mstep: Class 4 contains 11429 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 25512 members 
Mstep: Class 8 contains 38405 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27607 members 
Mstep: Class 11 contains 87542 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 29393 members 
Mstep: Class 14 contains 26021 members 
Mstep: Class 15 contains 57850 members 
Mstep: Class 16 contains 4524 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 16852 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89402752.000000 Penalty: 151276.859375
Iteration 61Q: 20 clusters Score -8.940275e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23210 members 
Mstep: Class 4 contains 11464 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 25513 members 
Mstep: Class 8 contains 38200 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27623 members 
Mstep: Class 11 contains 87555 members 
Mstep: Class 12 contains 7454 members 
Mstep: Class 13 contains 29347 members 
Mstep: Class 14 contains 25975 members 
Mstep: Class 15 contains 57985 members 
Mstep: Class 16 contains 4530 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 16750 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89402920.000000 Penalty: 151276.859375
Iteration 62Q: 20 clusters Score -8.940292e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23282 members 
Mstep: Class 4 contains 11488 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 25528 members 
Mstep: Class 8 contains 38050 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27629 members 
Mstep: Class 11 contains 87566 members 
Mstep: Class 12 contains 7447 members 
Mstep: Class 13 contains 29305 members 
Mstep: Class 14 contains 25934 members 
Mstep: Class 15 contains 58083 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 16671 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89402984.000000 Penalty: 151276.859375
Iteration 63Q: 20 clusters Score -8.940298e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23357 members 
Mstep: Class 4 contains 11510 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 25530 members 
Mstep: Class 8 contains 37960 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27615 members 
Mstep: Class 11 contains 87572 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 29261 members 
Mstep: Class 14 contains 25899 members 
Mstep: Class 15 contains 58180 members 
Mstep: Class 16 contains 4530 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 16612 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89402992.000000 Penalty: 151276.859375
Iteration 64Q: 20 clusters Score -8.940299e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23427 members 
Mstep: Class 4 contains 11525 members 
Mstep: Class 5 contains 547 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25540 members 
Mstep: Class 8 contains 37859 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27596 members 
Mstep: Class 11 contains 87584 members 
Mstep: Class 12 contains 7434 members 
Mstep: Class 13 contains 29221 members 
Mstep: Class 14 contains 25868 members 
Mstep: Class 15 contains 58283 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89403096.000000 Penalty: 151276.859375
Iteration 65Q: 20 clusters Score -8.94031e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 11540 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25545 members 
Mstep: Class 8 contains 37791 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27598 members 
Mstep: Class 11 contains 87599 members 
Mstep: Class 12 contains 7431 members 
Mstep: Class 13 contains 29183 members 
Mstep: Class 14 contains 25838 members 
Mstep: Class 15 contains 58367 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16461 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89403440.000000 Penalty: 151276.859375
Iteration 66Q: 20 clusters Score -8.940344e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23524 members 
Mstep: Class 4 contains 11558 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25558 members 
Mstep: Class 8 contains 37751 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27596 members 
Mstep: Class 11 contains 87592 members 
Mstep: Class 12 contains 7431 members 
Mstep: Class 13 contains 29143 members 
Mstep: Class 14 contains 25823 members 
Mstep: Class 15 contains 58453 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16395 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89403392.000000 Penalty: 151276.859375
Iteration 67Q: 20 clusters Score -8.940339e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23556 members 
Mstep: Class 4 contains 11576 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25556 members 
Mstep: Class 8 contains 37720 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27574 members 
Mstep: Class 11 contains 87586 members 
Mstep: Class 12 contains 7437 members 
Mstep: Class 13 contains 29109 members 
Mstep: Class 14 contains 25807 members 
Mstep: Class 15 contains 58537 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16339 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89403408.000000 Penalty: 151276.859375
Iteration 68Q: 20 clusters Score -8.940341e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23592 members 
Mstep: Class 4 contains 11591 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25550 members 
Mstep: Class 8 contains 37690 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27557 members 
Mstep: Class 11 contains 87578 members 
Mstep: Class 12 contains 7439 members 
Mstep: Class 13 contains 29090 members 
Mstep: Class 14 contains 25787 members 
Mstep: Class 15 contains 58607 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16297 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89403448.000000 Penalty: 151276.859375
Iteration 69Q: 20 clusters Score -8.940345e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23624 members 
Mstep: Class 4 contains 11609 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25540 members 
Mstep: Class 8 contains 37665 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27552 members 
Mstep: Class 11 contains 87577 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 29067 members 
Mstep: Class 14 contains 25766 members 
Mstep: Class 15 contains 58665 members 
Mstep: Class 16 contains 4537 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16270 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89403376.000000 Penalty: 151276.859375
Iteration 70Q: 20 clusters Score -8.940338e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23655 members 
Mstep: Class 4 contains 11627 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25527 members 
Mstep: Class 8 contains 37650 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27547 members 
Mstep: Class 11 contains 87577 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 29048 members 
Mstep: Class 14 contains 25747 members 
Mstep: Class 15 contains 58717 members 
Mstep: Class 16 contains 4543 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16241 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89403552.000000 Penalty: 151276.859375
Iteration 71Q: 20 clusters Score -8.940355e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23680 members 
Mstep: Class 4 contains 11640 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25519 members 
Mstep: Class 8 contains 37633 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27544 members 
Mstep: Class 11 contains 87587 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 29035 members 
Mstep: Class 14 contains 25725 members 
Mstep: Class 15 contains 58770 members 
Mstep: Class 16 contains 4545 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16207 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 20 clusters Score -8.940356e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23708 members 
Mstep: Class 4 contains 11651 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25508 members 
Mstep: Class 8 contains 37624 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27542 members 
Mstep: Class 11 contains 87594 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 29025 members 
Mstep: Class 14 contains 25708 members 
Mstep: Class 15 contains 58837 members 
Mstep: Class 16 contains 4545 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16157 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 20 clusters Score -8.940366e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 11660 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25499 members 
Mstep: Class 8 contains 37613 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27538 members 
Mstep: Class 11 contains 87601 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 29019 members 
Mstep: Class 14 contains 25690 members 
Mstep: Class 15 contains 58894 members 
Mstep: Class 16 contains 4546 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16132 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 20 clusters Score -8.940358e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23746 members 
Mstep: Class 4 contains 11666 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25496 members 
Mstep: Class 8 contains 37608 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27537 members 
Mstep: Class 11 contains 87603 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 29012 members 
Mstep: Class 14 contains 25677 members 
Mstep: Class 15 contains 58945 members 
Mstep: Class 16 contains 4548 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16082 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
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Iteration 75Q: 20 clusters Score -8.940358e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23756 members 
Mstep: Class 4 contains 11676 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25510 members 
Mstep: Class 8 contains 37612 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27532 members 
Mstep: Class 11 contains 87607 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 29007 members 
Mstep: Class 14 contains 25661 members 
Mstep: Class 15 contains 58993 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 16017 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89403560.000000 Penalty: 151276.859375
Iteration 76Q: 20 clusters Score -8.940356e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23767 members 
Mstep: Class 4 contains 11685 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25509 members 
Mstep: Class 8 contains 37610 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27523 members 
Mstep: Class 11 contains 87611 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28998 members 
Mstep: Class 14 contains 25648 members 
Mstep: Class 15 contains 59061 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 15967 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
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Iteration 77Q: 20 clusters Score -8.940363e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23777 members 
Mstep: Class 4 contains 11692 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 25501 members 
Mstep: Class 8 contains 37605 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27515 members 
Mstep: Class 11 contains 87614 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28990 members 
Mstep: Class 14 contains 25636 members 
Mstep: Class 15 contains 59109 members 
Mstep: Class 16 contains 4553 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 15940 members 
Mstep: Class 19 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89403704.000000 Penalty: 151276.859375
Iteration 78Q: 20 clusters Score -8.94037e+07 nChanged 225
Entering ConstructFrom: 
Score: -89403704.000000 Penalty: 151276.859375
Entering ConstructFrom: 
Trying to split cluster 1 (79612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Entering Unmasked Estep 
Score: -16469008.000000 Penalty: 6912.013184
	Iteration 0F: 2 clusters Score -1.646901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -16414070.000000 Penalty: 13824.026367
	Iteration 0F: 3 clusters Score -1.641407e+07 nChanged 36158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -16434290.000000 Penalty: 13824.026367
	Iteration 1F: 3 clusters Score -1.643429e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -16435895.000000 Penalty: 13824.026367
	Iteration 2F: 3 clusters Score -1.64359e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -16437488.000000 Penalty: 13824.026367
	Iteration 3Q: 3 clusters Score -1.643749e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -16439135.000000 Penalty: 13824.026367
	Iteration 4Q: 3 clusters Score -1.643914e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -16440846.000000 Penalty: 13824.026367
	Iteration 5Q: 3 clusters Score -1.644085e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -16442533.000000 Penalty: 13824.026367
	Iteration 6Q: 3 clusters Score -1.644253e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -16444614.000000 Penalty: 13824.026367
	Iteration 7Q: 3 clusters Score -1.644461e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -16446969.000000 Penalty: 13824.026367
	Iteration 8Q: 3 clusters Score -1.644697e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -16449373.000000 Penalty: 13824.026367
	Iteration 9Q: 3 clusters Score -1.644937e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -16451637.000000 Penalty: 13824.026367
	Iteration 10Q: 3 clusters Score -1.645164e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -16453866.000000 Penalty: 13824.026367
	Iteration 11Q: 3 clusters Score -1.645387e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -16455799.000000 Penalty: 13824.026367
	Iteration 12Q: 3 clusters Score -1.64558e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -16457241.000000 Penalty: 13824.026367
	Iteration 13Q: 3 clusters Score -1.645724e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -16458045.000000 Penalty: 13824.026367
	Iteration 14Q: 3 clusters Score -1.645804e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -16458650.000000 Penalty: 13824.026367
	Iteration 15Q: 3 clusters Score -1.645865e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -16459082.000000 Penalty: 13824.026367
	Iteration 16Q: 3 clusters Score -1.645908e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -16459302.000000 Penalty: 13824.026367
	Iteration 17Q: 3 clusters Score -1.64593e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -16459518.000000 Penalty: 13824.026367
	Iteration 18Q: 3 clusters Score -1.645952e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -16459732.000000 Penalty: 13824.026367
	Iteration 19Q: 3 clusters Score -1.645973e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -16459913.000000 Penalty: 13824.026367
	Iteration 20F: 3 clusters Score -1.645991e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -16460039.000000 Penalty: 13824.026367
	Iteration 21Q: 3 clusters Score -1.646004e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -16460199.000000 Penalty: 13824.026367
	Iteration 22Q: 3 clusters Score -1.64602e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -16460340.000000 Penalty: 13824.026367
	Iteration 23Q: 3 clusters Score -1.646034e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -16460484.000000 Penalty: 13824.026367
	Iteration 24Q: 3 clusters Score -1.646048e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -16460557.000000 Penalty: 13824.026367
	Iteration 25Q: 3 clusters Score -1.646056e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -16460645.000000 Penalty: 13824.026367
	Iteration 26Q: 3 clusters Score -1.646064e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -16460754.000000 Penalty: 13824.026367
	Iteration 27Q: 3 clusters Score -1.646075e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -16460800.000000 Penalty: 13824.026367
	Iteration 28Q: 3 clusters Score -1.64608e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -16460850.000000 Penalty: 13824.026367
	Iteration 29Q: 3 clusters Score -1.646085e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -16460903.000000 Penalty: 13824.026367
	Iteration 30Q: 3 clusters Score -1.64609e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -16460913.000000 Penalty: 13824.026367
	Iteration 31Q: 3 clusters Score -1.646091e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -16460935.000000 Penalty: 13824.026367
	Iteration 32Q: 3 clusters Score -1.646094e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -16461007.000000 Penalty: 13824.026367
	Iteration 33Q: 3 clusters Score -1.646101e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -16461024.000000 Penalty: 13824.026367
	Iteration 34Q: 3 clusters Score -1.646102e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -16461023.000000 Penalty: 13824.026367
	Iteration 35Q: 3 clusters Score -1.646102e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -16461000.000000 Penalty: 13824.026367
	Iteration 36Q: 3 clusters Score -1.6461e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -16460988.000000 Penalty: 13824.026367
	Iteration 37Q: 3 clusters Score -1.646099e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -16460992.000000 Penalty: 13824.026367
	Iteration 38Q: 3 clusters Score -1.646099e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -16461010.000000 Penalty: 13824.026367
	Iteration 39Q: 3 clusters Score -1.646101e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -16461001.000000 Penalty: 13824.026367
	Iteration 40F: 3 clusters Score -1.6461e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -16461015.000000 Penalty: 13824.026367
	Iteration 41Q: 3 clusters Score -1.646102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -16461019.000000 Penalty: 13824.026367
	Iteration 42Q: 3 clusters Score -1.646102e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -16461022.000000 Penalty: 13824.026367
	Iteration 43Q: 3 clusters Score -1.646102e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -16461047.000000 Penalty: 13824.026367
	Iteration 44Q: 3 clusters Score -1.646105e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -16461091.000000 Penalty: 13824.026367
	Iteration 45Q: 3 clusters Score -1.646109e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -16461090.000000 Penalty: 13824.026367
	Iteration 46Q: 3 clusters Score -1.646109e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -16461103.000000 Penalty: 13824.026367
	Iteration 47Q: 3 clusters Score -1.64611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -16461106.000000 Penalty: 13824.026367
	Iteration 48Q: 3 clusters Score -1.646111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -16461116.000000 Penalty: 13824.026367
	Iteration 49Q: 3 clusters Score -1.646112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -16461132.000000 Penalty: 13824.026367
	Iteration 50Q: 3 clusters Score -1.646113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -16461130.000000 Penalty: 13824.026367
	Iteration 51Q: 3 clusters Score -1.646113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -16461148.000000 Penalty: 13824.026367
	Iteration 52Q: 3 clusters Score -1.646115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -16461146.000000 Penalty: 13824.026367
	Iteration 53Q: 3 clusters Score -1.646115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -16461151.000000 Penalty: 13824.026367
	Iteration 54Q: 3 clusters Score -1.646115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -16461152.000000 Penalty: 13824.026367
	Iteration 55Q: 3 clusters Score -1.646115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -16461142.000000 Penalty: 13824.026367
	Iteration 56Q: 3 clusters Score -1.646114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -16461140.000000 Penalty: 13824.026367
	Iteration 57Q: 3 clusters Score -1.646114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -16461138.000000 Penalty: 13824.026367
	Iteration 58Q: 3 clusters Score -1.646114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -16461155.000000 Penalty: 13824.026367
	Iteration 59Q: 3 clusters Score -1.646116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -16461132.000000 Penalty: 13824.026367
	Iteration 60F: 3 clusters Score -1.646113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -16461132.000000 Penalty: 13824.026367
	Iteration 61Q: 3 clusters Score -1.646113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -16461132.000000 Penalty: 13824.026367
	Iteration 62Q: 3 clusters Score -1.646113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -16461143.000000 Penalty: 13824.026367
	Iteration 63Q: 3 clusters Score -1.646114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -16461140.000000 Penalty: 13824.026367
	Iteration 64Q: 3 clusters Score -1.646114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -16461143.000000 Penalty: 13824.026367
	Iteration 65Q: 3 clusters Score -1.646114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -16461144.000000 Penalty: 13824.026367
	Iteration 66Q: 3 clusters Score -1.646114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -16461136.000000 Penalty: 13824.026367
	Iteration 67Q: 3 clusters Score -1.646114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -16461136.000000 Penalty: 13824.026367
	Iteration 68F: 3 clusters Score -1.646114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -216254.343750 Penalty: 4296.023438
	Iteration 0F: 2 clusters Score -216254.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -212032.562500 Penalty: 8592.046875
	Iteration 0F: 3 clusters Score -212032.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -212470.937500 Penalty: 8592.046875
	Iteration 1F: 3 clusters Score -212470.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -212639.750000 Penalty: 8592.046875
	Iteration 2Q: 3 clusters Score -212639.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -212719.109375 Penalty: 8592.046875
	Iteration 3Q: 3 clusters Score -212719.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -212800.968750 Penalty: 8592.046875
	Iteration 4Q: 3 clusters Score -212801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -212846.609375 Penalty: 8592.046875
	Iteration 5Q: 3 clusters Score -212846.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -212884.812500 Penalty: 8592.046875
	Iteration 6Q: 3 clusters Score -212884.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -212911.359375 Penalty: 8592.046875
	Iteration 7Q: 3 clusters Score -212911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -212922.031250 Penalty: 8592.046875
	Iteration 8Q: 3 clusters Score -212922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -212930.062500 Penalty: 8592.046875
	Iteration 9Q: 3 clusters Score -212930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -212939.718750 Penalty: 8592.046875
	Iteration 10Q: 3 clusters Score -212939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -212956.734375 Penalty: 8592.046875
	Iteration 11Q: 3 clusters Score -212956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -212970.359375 Penalty: 8592.046875
	Iteration 12Q: 3 clusters Score -212970.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -212980.734375 Penalty: 8592.046875
	Iteration 13Q: 3 clusters Score -212980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -212995.062500 Penalty: 8592.046875
	Iteration 14Q: 3 clusters Score -212995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -213012.468750 Penalty: 8592.046875
	Iteration 15Q: 3 clusters Score -213012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -213036.718750 Penalty: 8592.046875
	Iteration 16Q: 3 clusters Score -213036.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213090.265625 Penalty: 8592.046875
	Iteration 17Q: 3 clusters Score -213090.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -213188.734375 Penalty: 8592.046875
	Iteration 18Q: 3 clusters Score -213188.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -213504.187500 Penalty: 8592.046875
	Iteration 19Q: 3 clusters Score -213504.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -213947.062500 Penalty: 8592.046875
	Iteration 20F: 3 clusters Score -213947.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -214062.515625 Penalty: 8592.046875
	Iteration 21Q: 3 clusters Score -214062.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -214124.968750 Penalty: 8592.046875
	Iteration 22Q: 3 clusters Score -214125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -214190.468750 Penalty: 8592.046875
	Iteration 23Q: 3 clusters Score -214190.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -214260.078125 Penalty: 8592.046875
	Iteration 24Q: 3 clusters Score -214260.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -214338.375000 Penalty: 8592.046875
	Iteration 25Q: 3 clusters Score -214338.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -214385.312500 Penalty: 8592.046875
	Iteration 26Q: 3 clusters Score -214385.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -214425.250000 Penalty: 8592.046875
	Iteration 27Q: 3 clusters Score -214425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -214457.109375 Penalty: 8592.046875
	Iteration 28Q: 3 clusters Score -214457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -214497.031250 Penalty: 8592.046875
	Iteration 29Q: 3 clusters Score -214497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -214514.562500 Penalty: 8592.046875
	Iteration 30Q: 3 clusters Score -214514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -214532.515625 Penalty: 8592.046875
	Iteration 31Q: 3 clusters Score -214532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -214562.671875 Penalty: 8592.046875
	Iteration 32Q: 3 clusters Score -214562.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -214591.875000 Penalty: 8592.046875
	Iteration 33Q: 3 clusters Score -214591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -214604.234375 Penalty: 8592.046875
	Iteration 34Q: 3 clusters Score -214604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -214630.250000 Penalty: 8592.046875
	Iteration 35Q: 3 clusters Score -214630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -214654.937500 Penalty: 8592.046875
	Iteration 36Q: 3 clusters Score -214654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -214664.421875 Penalty: 8592.046875
	Iteration 37Q: 3 clusters Score -214664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -214671.468750 Penalty: 8592.046875
	Iteration 38Q: 3 clusters Score -214671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -214673.703125 Penalty: 8592.046875
	Iteration 39Q: 3 clusters Score -214673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -214673.703125 Penalty: 8592.046875
	Iteration 40F: 3 clusters Score -214673.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Entering Unmasked Estep 
Score: -4905971.500000 Penalty: 6172.175293
	Iteration 0F: 2 clusters Score -4905972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -4887102.000000 Penalty: 12344.350586
	Iteration 0F: 3 clusters Score -4887102 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -4892395.000000 Penalty: 12344.350586
	Iteration 1F: 3 clusters Score -4892395 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -4893095.000000 Penalty: 12344.350586
	Iteration 2F: 3 clusters Score -4893095 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -4893567.000000 Penalty: 12344.350586
	Iteration 3Q: 3 clusters Score -4893567 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -4893901.000000 Penalty: 12344.350586
	Iteration 4Q: 3 clusters Score -4893901 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4894192.500000 Penalty: 12344.350586
	Iteration 5Q: 3 clusters Score -4894192 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4894465.000000 Penalty: 12344.350586
	Iteration 6Q: 3 clusters Score -4894465 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4894667.500000 Penalty: 12344.350586
	Iteration 7Q: 3 clusters Score -4894668 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4894903.500000 Penalty: 12344.350586
	Iteration 8Q: 3 clusters Score -4894904 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -4895124.500000 Penalty: 12344.350586
	Iteration 9Q: 3 clusters Score -4895124 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4895413.000000 Penalty: 12344.350586
	Iteration 10Q: 3 clusters Score -4895413 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4895699.500000 Penalty: 12344.350586
	Iteration 11Q: 3 clusters Score -4895700 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -4896016.500000 Penalty: 12344.350586
	Iteration 12Q: 3 clusters Score -4896016 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4896333.500000 Penalty: 12344.350586
	Iteration 13Q: 3 clusters Score -4896334 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -4896651.500000 Penalty: 12344.350586
	Iteration 14Q: 3 clusters Score -4896652 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -4896935.500000 Penalty: 12344.350586
	Iteration 15Q: 3 clusters Score -4896936 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -4897214.000000 Penalty: 12344.350586
	Iteration 16Q: 3 clusters Score -4897214 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -4897522.000000 Penalty: 12344.350586
	Iteration 17Q: 3 clusters Score -4897522 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -4897803.500000 Penalty: 12344.350586
	Iteration 18Q: 3 clusters Score -4897804 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4898044.000000 Penalty: 12344.350586
	Iteration 19Q: 3 clusters Score -4898044 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4898267.000000 Penalty: 12344.350586
	Iteration 20F: 3 clusters Score -4898267 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -4898512.500000 Penalty: 12344.350586
	Iteration 21Q: 3 clusters Score -4898512 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -4898737.500000 Penalty: 12344.350586
	Iteration 22Q: 3 clusters Score -4898738 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4898927.500000 Penalty: 12344.350586
	Iteration 23Q: 3 clusters Score -4898928 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4899084.500000 Penalty: 12344.350586
	Iteration 24Q: 3 clusters Score -4899084 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -4899231.000000 Penalty: 12344.350586
	Iteration 25Q: 3 clusters Score -4899231 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -4899384.000000 Penalty: 12344.350586
	Iteration 26Q: 3 clusters Score -4899384 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4899536.500000 Penalty: 12344.350586
	Iteration 27Q: 3 clusters Score -4899536 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4899675.500000 Penalty: 12344.350586
	Iteration 28Q: 3 clusters Score -4899676 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4899779.500000 Penalty: 12344.350586
	Iteration 29Q: 3 clusters Score -4899780 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4899904.000000 Penalty: 12344.350586
	Iteration 30Q: 3 clusters Score -4899904 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4900000.500000 Penalty: 12344.350586
	Iteration 31Q: 3 clusters Score -4900000 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4900078.000000 Penalty: 12344.350586
	Iteration 32Q: 3 clusters Score -4900078 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4900175.500000 Penalty: 12344.350586
	Iteration 33Q: 3 clusters Score -4900176 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4900252.500000 Penalty: 12344.350586
	Iteration 34Q: 3 clusters Score -4900252 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4900305.500000 Penalty: 12344.350586
	Iteration 35Q: 3 clusters Score -4900306 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4900373.500000 Penalty: 12344.350586
	Iteration 36Q: 3 clusters Score -4900374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4900431.000000 Penalty: 12344.350586
	Iteration 37Q: 3 clusters Score -4900431 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4900472.000000 Penalty: 12344.350586
	Iteration 38Q: 3 clusters Score -4900472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4900508.000000 Penalty: 12344.350586
	Iteration 39Q: 3 clusters Score -4900508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4900543.000000 Penalty: 12344.350586
	Iteration 40F: 3 clusters Score -4900543 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4900563.000000 Penalty: 12344.350586
	Iteration 41Q: 3 clusters Score -4900563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4900584.500000 Penalty: 12344.350586
	Iteration 42Q: 3 clusters Score -4900584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4900611.500000 Penalty: 12344.350586
	Iteration 43Q: 3 clusters Score -4900612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4900631.000000 Penalty: 12344.350586
	Iteration 44Q: 3 clusters Score -4900631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4900654.500000 Penalty: 12344.350586
	Iteration 45Q: 3 clusters Score -4900654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4900660.000000 Penalty: 12344.350586
	Iteration 46Q: 3 clusters Score -4900660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4900683.000000 Penalty: 12344.350586
	Iteration 47Q: 3 clusters Score -4900683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4900694.500000 Penalty: 12344.350586
	Iteration 48Q: 3 clusters Score -4900694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4900713.500000 Penalty: 12344.350586
	Iteration 49Q: 3 clusters Score -4900714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4900724.000000 Penalty: 12344.350586
	Iteration 50Q: 3 clusters Score -4900724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4900750.000000 Penalty: 12344.350586
	Iteration 51Q: 3 clusters Score -4900750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4900762.500000 Penalty: 12344.350586
	Iteration 52Q: 3 clusters Score -4900762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4900774.500000 Penalty: 12344.350586
	Iteration 53Q: 3 clusters Score -4900774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4900777.000000 Penalty: 12344.350586
	Iteration 54Q: 3 clusters Score -4900777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4900797.500000 Penalty: 12344.350586
	Iteration 55Q: 3 clusters Score -4900798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4900804.500000 Penalty: 12344.350586
	Iteration 56Q: 3 clusters Score -4900804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4900808.000000 Penalty: 12344.350586
	Iteration 57Q: 3 clusters Score -4900808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4900816.000000 Penalty: 12344.350586
	Iteration 58Q: 3 clusters Score -4900816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4900810.000000 Penalty: 12344.350586
	Iteration 59Q: 3 clusters Score -4900810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4900815.500000 Penalty: 12344.350586
	Iteration 60F: 3 clusters Score -4900816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4900834.500000 Penalty: 12344.350586
	Iteration 61Q: 3 clusters Score -4900834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4900856.500000 Penalty: 12344.350586
	Iteration 62Q: 3 clusters Score -4900856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4900867.500000 Penalty: 12344.350586
	Iteration 63Q: 3 clusters Score -4900868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4900869.500000 Penalty: 12344.350586
	Iteration 64Q: 3 clusters Score -4900870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4900877.000000 Penalty: 12344.350586
	Iteration 65Q: 3 clusters Score -4900877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4900886.500000 Penalty: 12344.350586
	Iteration 66Q: 3 clusters Score -4900886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4900906.500000 Penalty: 12344.350586
	Iteration 67Q: 3 clusters Score -4900906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4900915.000000 Penalty: 12344.350586
	Iteration 68Q: 3 clusters Score -4900915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4900921.500000 Penalty: 12344.350586
	Iteration 69Q: 3 clusters Score -4900922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4900925.500000 Penalty: 12344.350586
	Iteration 70Q: 3 clusters Score -4900926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4900927.500000 Penalty: 12344.350586
	Iteration 71Q: 3 clusters Score -4900928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4900934.000000 Penalty: 12344.350586
	Iteration 72Q: 3 clusters Score -4900934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4900939.500000 Penalty: 12344.350586
	Iteration 73Q: 3 clusters Score -4900940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4900946.500000 Penalty: 12344.350586
	Iteration 74Q: 3 clusters Score -4900946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4900944.500000 Penalty: 12344.350586
	Iteration 75Q: 3 clusters Score -4900944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4900956.500000 Penalty: 12344.350586
	Iteration 76Q: 3 clusters Score -4900956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4900953.000000 Penalty: 12344.350586
	Iteration 77Q: 3 clusters Score -4900953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4900960.500000 Penalty: 12344.350586
	Iteration 78Q: 3 clusters Score -4900960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4900966.000000 Penalty: 12344.350586
	Iteration 79Q: 3 clusters Score -4900966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4900962.500000 Penalty: 12344.350586
	Iteration 80F: 3 clusters Score -4900962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4900965.500000 Penalty: 12344.350586
	Iteration 81Q: 3 clusters Score -4900966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4900964.500000 Penalty: 12344.350586
	Iteration 82Q: 3 clusters Score -4900964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4900964.500000 Penalty: 12344.350586
	Iteration 83Q: 3 clusters Score -4900964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4900964.500000 Penalty: 12344.350586
	Iteration 84F: 3 clusters Score -4900964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Entering Unmasked Estep 
Score: -2369027.500000 Penalty: 5737.550781
	Iteration 0F: 2 clusters Score -2369028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2357811.500000 Penalty: 11475.101562
	Iteration 0F: 3 clusters Score -2357812 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2360282.250000 Penalty: 11475.101562
	Iteration 1F: 3 clusters Score -2360282 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2360757.750000 Penalty: 11475.101562
	Iteration 2F: 3 clusters Score -2360758 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2361059.500000 Penalty: 11475.101562
	Iteration 3Q: 3 clusters Score -2361060 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2361276.250000 Penalty: 11475.101562
	Iteration 4Q: 3 clusters Score -2361276 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2361497.000000 Penalty: 11475.101562
	Iteration 5Q: 3 clusters Score -2361497 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2361729.250000 Penalty: 11475.101562
	Iteration 6Q: 3 clusters Score -2361729 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2361927.500000 Penalty: 11475.101562
	Iteration 7Q: 3 clusters Score -2361928 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2362111.500000 Penalty: 11475.101562
	Iteration 8Q: 3 clusters Score -2362112 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2362293.750000 Penalty: 11475.101562
	Iteration 9Q: 3 clusters Score -2362294 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2362442.750000 Penalty: 11475.101562
	Iteration 10Q: 3 clusters Score -2362443 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2362621.500000 Penalty: 11475.101562
	Iteration 11Q: 3 clusters Score -2362622 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2362835.750000 Penalty: 11475.101562
	Iteration 12Q: 3 clusters Score -2362836 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2363088.500000 Penalty: 11475.101562
	Iteration 13Q: 3 clusters Score -2363088 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2363351.000000 Penalty: 11475.101562
	Iteration 14Q: 3 clusters Score -2363351 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2363619.000000 Penalty: 11475.101562
	Iteration 15Q: 3 clusters Score -2363619 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2363892.000000 Penalty: 11475.101562
	Iteration 16Q: 3 clusters Score -2363892 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2364210.500000 Penalty: 11475.101562
	Iteration 17Q: 3 clusters Score -2364210 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2364513.500000 Penalty: 11475.101562
	Iteration 18Q: 3 clusters Score -2364514 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2364778.750000 Penalty: 11475.101562
	Iteration 19Q: 3 clusters Score -2364779 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2365039.250000 Penalty: 11475.101562
	Iteration 20F: 3 clusters Score -2365039 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2365211.250000 Penalty: 11475.101562
	Iteration 21Q: 3 clusters Score -2365211 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2365351.250000 Penalty: 11475.101562
	Iteration 22Q: 3 clusters Score -2365351 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2365442.000000 Penalty: 11475.101562
	Iteration 23Q: 3 clusters Score -2365442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2365527.250000 Penalty: 11475.101562
	Iteration 24Q: 3 clusters Score -2365527 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2365604.750000 Penalty: 11475.101562
	Iteration 25Q: 3 clusters Score -2365605 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2365656.250000 Penalty: 11475.101562
	Iteration 26Q: 3 clusters Score -2365656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2365687.500000 Penalty: 11475.101562
	Iteration 27Q: 3 clusters Score -2365688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2365720.500000 Penalty: 11475.101562
	Iteration 28Q: 3 clusters Score -2365720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2365749.250000 Penalty: 11475.101562
	Iteration 29Q: 3 clusters Score -2365749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2365769.000000 Penalty: 11475.101562
	Iteration 30Q: 3 clusters Score -2365769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2365792.500000 Penalty: 11475.101562
	Iteration 31Q: 3 clusters Score -2365792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2365801.500000 Penalty: 11475.101562
	Iteration 32Q: 3 clusters Score -2365802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2365808.000000 Penalty: 11475.101562
	Iteration 33Q: 3 clusters Score -2365808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2365815.750000 Penalty: 11475.101562
	Iteration 34Q: 3 clusters Score -2365816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2365824.000000 Penalty: 11475.101562
	Iteration 35Q: 3 clusters Score -2365824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2365828.000000 Penalty: 11475.101562
	Iteration 36Q: 3 clusters Score -2365828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2365831.500000 Penalty: 11475.101562
	Iteration 37Q: 3 clusters Score -2365832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2365829.750000 Penalty: 11475.101562
	Iteration 38Q: 3 clusters Score -2365830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2365827.500000 Penalty: 11475.101562
	Iteration 39Q: 3 clusters Score -2365828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2365827.500000 Penalty: 11475.101562
	Iteration 40F: 3 clusters Score -2365828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -102666.867188 Penalty: 3862.593750
	Iteration 0F: 2 clusters Score -102666.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99300.882812 Penalty: 7725.187500
	Iteration 0F: 3 clusters Score -99300.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99471.796875 Penalty: 7725.187500
	Iteration 1F: 3 clusters Score -99471.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -99520.109375 Penalty: 7725.187500
	Iteration 2Q: 3 clusters Score -99520.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99529.687500 Penalty: 7725.187500
	Iteration 3Q: 3 clusters Score -99529.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99529.687500 Penalty: 7725.187500
	Iteration 4F: 3 clusters Score -99529.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -415175.437500 Penalty: 4708.617188
	Iteration 0F: 2 clusters Score -415175.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -410317.781250 Penalty: 9417.234375
	Iteration 0F: 3 clusters Score -410317.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -411695.093750 Penalty: 9417.234375
	Iteration 1F: 3 clusters Score -411695.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -413325.781250 Penalty: 9417.234375
	Iteration 2F: 3 clusters Score -413325.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -415212.562500 Penalty: 9417.234375
	Iteration 3F: 3 clusters Score -415212.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -418495.500000 Penalty: 9417.234375
	Iteration 4F: 3 clusters Score -418495.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -423530.062500 Penalty: 9417.234375
	Iteration 5F: 3 clusters Score -423530.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -424066.718750 Penalty: 9417.234375
	Iteration 6Q: 3 clusters Score -424066.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -424179.875000 Penalty: 9417.234375
	Iteration 7Q: 3 clusters Score -424179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -424192.531250 Penalty: 9417.234375
	Iteration 8Q: 3 clusters Score -424192.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -424192.531250 Penalty: 9417.234375
	Iteration 9F: 3 clusters Score -424192.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23790 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 25478 members 
Mstep: Class 8 contains 37599 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 27508 members 
Mstep: Class 11 contains 87611 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28984 members 
Mstep: Class 14 contains 25629 members 
Mstep: Class 15 contains 59163 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 15903 members 
Mstep: Class 19 contains 1259 members 
Mstep: Class 20 contains 572 members 
Entering Unmasked Estep 
Score: -89409296.000000 Penalty: 159238.796875
Splitting cluster 6 changes total score from -89403704.000000 to -89409296.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (25478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Entering Unmasked Estep 
Score: -4993109.500000 Penalty: 6214.162109
	Iteration 0F: 2 clusters Score -4993110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4973266.000000 Penalty: 12428.324219
	Iteration 0F: 3 clusters Score -4973266 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -4978935.500000 Penalty: 12428.324219
	Iteration 1F: 3 clusters Score -4978936 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -4979857.500000 Penalty: 12428.324219
	Iteration 2F: 3 clusters Score -4979858 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4980718.500000 Penalty: 12428.324219
	Iteration 3F: 3 clusters Score -4980718 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -4981637.500000 Penalty: 12428.324219
	Iteration 4F: 3 clusters Score -4981638 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -4982759.500000 Penalty: 12428.324219
	Iteration 5F: 3 clusters Score -4982760 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4984012.000000 Penalty: 12428.324219
	Iteration 6F: 3 clusters Score -4984012 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4985321.000000 Penalty: 12428.324219
	Iteration 7F: 3 clusters Score -4985321 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -4986330.500000 Penalty: 12428.324219
	Iteration 8F: 3 clusters Score -4986330 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -4987028.500000 Penalty: 12428.324219
	Iteration 9Q: 3 clusters Score -4987028 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -4987426.000000 Penalty: 12428.324219
	Iteration 10Q: 3 clusters Score -4987426 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -4987702.000000 Penalty: 12428.324219
	Iteration 11Q: 3 clusters Score -4987702 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -4987922.500000 Penalty: 12428.324219
	Iteration 12Q: 3 clusters Score -4987922 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -4988039.000000 Penalty: 12428.324219
	Iteration 13Q: 3 clusters Score -4988039 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4988164.000000 Penalty: 12428.324219
	Iteration 14Q: 3 clusters Score -4988164 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4988221.500000 Penalty: 12428.324219
	Iteration 15Q: 3 clusters Score -4988222 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4988307.000000 Penalty: 12428.324219
	Iteration 16Q: 3 clusters Score -4988307 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4988354.000000 Penalty: 12428.324219
	Iteration 17Q: 3 clusters Score -4988354 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -4988402.000000 Penalty: 12428.324219
	Iteration 18Q: 3 clusters Score -4988402 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4988464.000000 Penalty: 12428.324219
	Iteration 19Q: 3 clusters Score -4988464 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -4988506.000000 Penalty: 12428.324219
	Iteration 20F: 3 clusters Score -4988506 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4988531.000000 Penalty: 12428.324219
	Iteration 21Q: 3 clusters Score -4988531 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4988564.000000 Penalty: 12428.324219
	Iteration 22Q: 3 clusters Score -4988564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -4988590.000000 Penalty: 12428.324219
	Iteration 23Q: 3 clusters Score -4988590 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -4988597.000000 Penalty: 12428.324219
	Iteration 24Q: 3 clusters Score -4988597 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4988620.000000 Penalty: 12428.324219
	Iteration 25Q: 3 clusters Score -4988620 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -4988667.000000 Penalty: 12428.324219
	Iteration 26Q: 3 clusters Score -4988667 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -4988732.500000 Penalty: 12428.324219
	Iteration 27Q: 3 clusters Score -4988732 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4988788.000000 Penalty: 12428.324219
	Iteration 28Q: 3 clusters Score -4988788 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4988830.000000 Penalty: 12428.324219
	Iteration 29Q: 3 clusters Score -4988830 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4988890.000000 Penalty: 12428.324219
	Iteration 30Q: 3 clusters Score -4988890 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -4988920.000000 Penalty: 12428.324219
	Iteration 31Q: 3 clusters Score -4988920 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -4988963.500000 Penalty: 12428.324219
	Iteration 32Q: 3 clusters Score -4988964 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4988987.500000 Penalty: 12428.324219
	Iteration 33Q: 3 clusters Score -4988988 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4989023.000000 Penalty: 12428.324219
	Iteration 34Q: 3 clusters Score -4989023 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4989060.500000 Penalty: 12428.324219
	Iteration 35Q: 3 clusters Score -4989060 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4989086.000000 Penalty: 12428.324219
	Iteration 36Q: 3 clusters Score -4989086 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -4989104.500000 Penalty: 12428.324219
	Iteration 37Q: 3 clusters Score -4989104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4989129.500000 Penalty: 12428.324219
	Iteration 38Q: 3 clusters Score -4989130 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4989159.500000 Penalty: 12428.324219
	Iteration 39Q: 3 clusters Score -4989160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4989197.000000 Penalty: 12428.324219
	Iteration 40F: 3 clusters Score -4989197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4989188.000000 Penalty: 12428.324219
	Iteration 41Q: 3 clusters Score -4989188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -4989206.000000 Penalty: 12428.324219
	Iteration 42Q: 3 clusters Score -4989206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4989224.000000 Penalty: 12428.324219
	Iteration 43Q: 3 clusters Score -4989224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4989252.000000 Penalty: 12428.324219
	Iteration 44Q: 3 clusters Score -4989252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4989253.000000 Penalty: 12428.324219
	Iteration 45Q: 3 clusters Score -4989253 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4989269.000000 Penalty: 12428.324219
	Iteration 46Q: 3 clusters Score -4989269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4989305.000000 Penalty: 12428.324219
	Iteration 47Q: 3 clusters Score -4989305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4989302.000000 Penalty: 12428.324219
	Iteration 48Q: 3 clusters Score -4989302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4989314.000000 Penalty: 12428.324219
	Iteration 49Q: 3 clusters Score -4989314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4989323.500000 Penalty: 12428.324219
	Iteration 50Q: 3 clusters Score -4989324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4989326.500000 Penalty: 12428.324219
	Iteration 51Q: 3 clusters Score -4989326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4989327.000000 Penalty: 12428.324219
	Iteration 52Q: 3 clusters Score -4989327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4989344.500000 Penalty: 12428.324219
	Iteration 53Q: 3 clusters Score -4989344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -4989357.000000 Penalty: 12428.324219
	Iteration 54Q: 3 clusters Score -4989357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -4989356.500000 Penalty: 12428.324219
	Iteration 55Q: 3 clusters Score -4989356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4989389.500000 Penalty: 12428.324219
	Iteration 56Q: 3 clusters Score -4989390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4989410.000000 Penalty: 12428.324219
	Iteration 57Q: 3 clusters Score -4989410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4989424.000000 Penalty: 12428.324219
	Iteration 58Q: 3 clusters Score -4989424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4989427.500000 Penalty: 12428.324219
	Iteration 59Q: 3 clusters Score -4989428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4989435.500000 Penalty: 12428.324219
	Iteration 60F: 3 clusters Score -4989436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4989432.500000 Penalty: 12428.324219
	Iteration 61Q: 3 clusters Score -4989432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4989443.500000 Penalty: 12428.324219
	Iteration 62Q: 3 clusters Score -4989444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -4989452.000000 Penalty: 12428.324219
	Iteration 63Q: 3 clusters Score -4989452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4989446.000000 Penalty: 12428.324219
	Iteration 64Q: 3 clusters Score -4989446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4989454.000000 Penalty: 12428.324219
	Iteration 65Q: 3 clusters Score -4989454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4989466.500000 Penalty: 12428.324219
	Iteration 66Q: 3 clusters Score -4989466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4989489.500000 Penalty: 12428.324219
	Iteration 67Q: 3 clusters Score -4989490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4989490.500000 Penalty: 12428.324219
	Iteration 68Q: 3 clusters Score -4989490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -4989504.500000 Penalty: 12428.324219
	Iteration 69Q: 3 clusters Score -4989504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4989499.500000 Penalty: 12428.324219
	Iteration 70Q: 3 clusters Score -4989500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4989508.000000 Penalty: 12428.324219
	Iteration 71Q: 3 clusters Score -4989508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4989511.500000 Penalty: 12428.324219
	Iteration 72Q: 3 clusters Score -4989512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -4989510.000000 Penalty: 12428.324219
	Iteration 73Q: 3 clusters Score -4989510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4989506.500000 Penalty: 12428.324219
	Iteration 74Q: 3 clusters Score -4989506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4989514.000000 Penalty: 12428.324219
	Iteration 75Q: 3 clusters Score -4989514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4989527.500000 Penalty: 12428.324219
	Iteration 76Q: 3 clusters Score -4989528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4989523.000000 Penalty: 12428.324219
	Iteration 77Q: 3 clusters Score -4989523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4989528.500000 Penalty: 12428.324219
	Iteration 78Q: 3 clusters Score -4989528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4989530.000000 Penalty: 12428.324219
	Iteration 79Q: 3 clusters Score -4989530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4989524.000000 Penalty: 12428.324219
	Iteration 80F: 3 clusters Score -4989524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4989530.500000 Penalty: 12428.324219
	Iteration 81Q: 3 clusters Score -4989530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -4989523.500000 Penalty: 12428.324219
	Iteration 82Q: 3 clusters Score -4989524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4989531.500000 Penalty: 12428.324219
	Iteration 83Q: 3 clusters Score -4989532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4989531.000000 Penalty: 12428.324219
	Iteration 84Q: 3 clusters Score -4989531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4989534.000000 Penalty: 12428.324219
	Iteration 85Q: 3 clusters Score -4989534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4989538.000000 Penalty: 12428.324219
	Iteration 86Q: 3 clusters Score -4989538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4989539.000000 Penalty: 12428.324219
	Iteration 87Q: 3 clusters Score -4989539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -4989532.500000 Penalty: 12428.324219
	Iteration 88Q: 3 clusters Score -4989532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -4989529.500000 Penalty: 12428.324219
	Iteration 89Q: 3 clusters Score -4989530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4989535.000000 Penalty: 12428.324219
	Iteration 90Q: 3 clusters Score -4989535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4989537.500000 Penalty: 12428.324219
	Iteration 91Q: 3 clusters Score -4989538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -4989543.000000 Penalty: 12428.324219
	Iteration 92Q: 3 clusters Score -4989543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -4989537.500000 Penalty: 12428.324219
	Iteration 93Q: 3 clusters Score -4989538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -4989536.000000 Penalty: 12428.324219
	Iteration 94Q: 3 clusters Score -4989536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4989538.000000 Penalty: 12428.324219
	Iteration 95Q: 3 clusters Score -4989538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4989541.000000 Penalty: 12428.324219
	Iteration 96Q: 3 clusters Score -4989541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -4989548.000000 Penalty: 12428.324219
	Iteration 97Q: 3 clusters Score -4989548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4989544.500000 Penalty: 12428.324219
	Iteration 98Q: 3 clusters Score -4989544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4989544.500000 Penalty: 12428.324219
	Iteration 99Q: 3 clusters Score -4989544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4989548.000000 Penalty: 12428.324219
	Iteration 100F: 3 clusters Score -4989548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -4989549.500000 Penalty: 12428.324219
	Iteration 101Q: 3 clusters Score -4989550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4989550.000000 Penalty: 12428.324219
	Iteration 102Q: 3 clusters Score -4989550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4989541.500000 Penalty: 12428.324219
	Iteration 103Q: 3 clusters Score -4989542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -4989539.500000 Penalty: 12428.324219
	Iteration 104Q: 3 clusters Score -4989540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4989544.500000 Penalty: 12428.324219
	Iteration 105Q: 3 clusters Score -4989544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -4989544.500000 Penalty: 12428.324219
	Iteration 106Q: 3 clusters Score -4989544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -4989536.500000 Penalty: 12428.324219
	Iteration 107Q: 3 clusters Score -4989536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4989538.000000 Penalty: 12428.324219
	Iteration 108Q: 3 clusters Score -4989538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4989543.000000 Penalty: 12428.324219
	Iteration 109Q: 3 clusters Score -4989543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4989545.000000 Penalty: 12428.324219
	Iteration 110Q: 3 clusters Score -4989545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4989545.000000 Penalty: 12428.324219
	Iteration 111F: 3 clusters Score -4989545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Entering Unmasked Estep 
Score: -7790419.500000 Penalty: 6452.523926
	Iteration 0F: 2 clusters Score -7790420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -7762852.500000 Penalty: 12905.047852
	Iteration 0F: 3 clusters Score -7762852 nChanged 16135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -7771367.500000 Penalty: 12905.047852
	Iteration 1F: 3 clusters Score -7771368 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -7772170.500000 Penalty: 12905.047852
	Iteration 2F: 3 clusters Score -7772170 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -7772872.500000 Penalty: 12905.047852
	Iteration 3Q: 3 clusters Score -7772872 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -7773545.000000 Penalty: 12905.047852
	Iteration 4Q: 3 clusters Score -7773545 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -7774125.500000 Penalty: 12905.047852
	Iteration 5Q: 3 clusters Score -7774126 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -7774640.500000 Penalty: 12905.047852
	Iteration 6Q: 3 clusters Score -7774640 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -7775213.500000 Penalty: 12905.047852
	Iteration 7Q: 3 clusters Score -7775214 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -7775758.000000 Penalty: 12905.047852
	Iteration 8Q: 3 clusters Score -7775758 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -7776285.000000 Penalty: 12905.047852
	Iteration 9Q: 3 clusters Score -7776285 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -7776817.000000 Penalty: 12905.047852
	Iteration 10Q: 3 clusters Score -7776817 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -7777397.000000 Penalty: 12905.047852
	Iteration 11Q: 3 clusters Score -7777397 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -7778030.000000 Penalty: 12905.047852
	Iteration 12Q: 3 clusters Score -7778030 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -7778612.500000 Penalty: 12905.047852
	Iteration 13Q: 3 clusters Score -7778612 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -7779213.000000 Penalty: 12905.047852
	Iteration 14Q: 3 clusters Score -7779213 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -7779859.500000 Penalty: 12905.047852
	Iteration 15Q: 3 clusters Score -7779860 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -7780428.000000 Penalty: 12905.047852
	Iteration 16Q: 3 clusters Score -7780428 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -7780903.500000 Penalty: 12905.047852
	Iteration 17Q: 3 clusters Score -7780904 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -7781337.500000 Penalty: 12905.047852
	Iteration 18Q: 3 clusters Score -7781338 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -7781694.000000 Penalty: 12905.047852
	Iteration 19Q: 3 clusters Score -7781694 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -7781953.500000 Penalty: 12905.047852
	Iteration 20F: 3 clusters Score -7781954 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -7782201.000000 Penalty: 12905.047852
	Iteration 21Q: 3 clusters Score -7782201 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -7782399.000000 Penalty: 12905.047852
	Iteration 22Q: 3 clusters Score -7782399 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -7782597.500000 Penalty: 12905.047852
	Iteration 23Q: 3 clusters Score -7782598 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -7782793.000000 Penalty: 12905.047852
	Iteration 24Q: 3 clusters Score -7782793 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -7783040.500000 Penalty: 12905.047852
	Iteration 25Q: 3 clusters Score -7783040 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -7783217.000000 Penalty: 12905.047852
	Iteration 26Q: 3 clusters Score -7783217 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -7783366.500000 Penalty: 12905.047852
	Iteration 27Q: 3 clusters Score -7783366 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -7783519.000000 Penalty: 12905.047852
	Iteration 28Q: 3 clusters Score -7783519 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -7783722.000000 Penalty: 12905.047852
	Iteration 29Q: 3 clusters Score -7783722 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -7783853.000000 Penalty: 12905.047852
	Iteration 30Q: 3 clusters Score -7783853 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -7783990.000000 Penalty: 12905.047852
	Iteration 31Q: 3 clusters Score -7783990 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -7784119.500000 Penalty: 12905.047852
	Iteration 32Q: 3 clusters Score -7784120 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -7784191.000000 Penalty: 12905.047852
	Iteration 33Q: 3 clusters Score -7784191 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -7784281.500000 Penalty: 12905.047852
	Iteration 34Q: 3 clusters Score -7784282 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -7784347.500000 Penalty: 12905.047852
	Iteration 35Q: 3 clusters Score -7784348 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -7784408.000000 Penalty: 12905.047852
	Iteration 36Q: 3 clusters Score -7784408 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -7784496.500000 Penalty: 12905.047852
	Iteration 37Q: 3 clusters Score -7784496 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -7784582.000000 Penalty: 12905.047852
	Iteration 38Q: 3 clusters Score -7784582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -7784633.000000 Penalty: 12905.047852
	Iteration 39Q: 3 clusters Score -7784633 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -7784684.000000 Penalty: 12905.047852
	Iteration 40F: 3 clusters Score -7784684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -7784721.500000 Penalty: 12905.047852
	Iteration 41Q: 3 clusters Score -7784722 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -7784748.500000 Penalty: 12905.047852
	Iteration 42Q: 3 clusters Score -7784748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -7784798.500000 Penalty: 12905.047852
	Iteration 43Q: 3 clusters Score -7784798 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -7784831.000000 Penalty: 12905.047852
	Iteration 44Q: 3 clusters Score -7784831 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -7784844.000000 Penalty: 12905.047852
	Iteration 45Q: 3 clusters Score -7784844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -7784871.500000 Penalty: 12905.047852
	Iteration 46Q: 3 clusters Score -7784872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -7784867.000000 Penalty: 12905.047852
	Iteration 47Q: 3 clusters Score -7784867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -7784894.500000 Penalty: 12905.047852
	Iteration 48Q: 3 clusters Score -7784894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -7784909.000000 Penalty: 12905.047852
	Iteration 49Q: 3 clusters Score -7784909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -7784906.000000 Penalty: 12905.047852
	Iteration 50Q: 3 clusters Score -7784906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -7784942.500000 Penalty: 12905.047852
	Iteration 51Q: 3 clusters Score -7784942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -7784952.500000 Penalty: 12905.047852
	Iteration 52Q: 3 clusters Score -7784952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -7784965.000000 Penalty: 12905.047852
	Iteration 53Q: 3 clusters Score -7784965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -7784961.000000 Penalty: 12905.047852
	Iteration 54Q: 3 clusters Score -7784961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -7784955.500000 Penalty: 12905.047852
	Iteration 55Q: 3 clusters Score -7784956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -7784962.500000 Penalty: 12905.047852
	Iteration 56Q: 3 clusters Score -7784962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -7784955.000000 Penalty: 12905.047852
	Iteration 57Q: 3 clusters Score -7784955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -7784958.500000 Penalty: 12905.047852
	Iteration 58Q: 3 clusters Score -7784958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -7784957.000000 Penalty: 12905.047852
	Iteration 59Q: 3 clusters Score -7784957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -7784974.000000 Penalty: 12905.047852
	Iteration 60F: 3 clusters Score -7784974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -7784982.500000 Penalty: 12905.047852
	Iteration 61Q: 3 clusters Score -7784982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -7784987.500000 Penalty: 12905.047852
	Iteration 62Q: 3 clusters Score -7784988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -7785000.000000 Penalty: 12905.047852
	Iteration 63Q: 3 clusters Score -7785000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -7784978.000000 Penalty: 12905.047852
	Iteration 64Q: 3 clusters Score -7784978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -7784995.500000 Penalty: 12905.047852
	Iteration 65Q: 3 clusters Score -7784996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -7784997.000000 Penalty: 12905.047852
	Iteration 66Q: 3 clusters Score -7784997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -7785000.500000 Penalty: 12905.047852
	Iteration 67Q: 3 clusters Score -7785000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -7785001.500000 Penalty: 12905.047852
	Iteration 68Q: 3 clusters Score -7785002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -7785005.500000 Penalty: 12905.047852
	Iteration 69Q: 3 clusters Score -7785006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -7784997.000000 Penalty: 12905.047852
	Iteration 70Q: 3 clusters Score -7784997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -7785002.500000 Penalty: 12905.047852
	Iteration 71Q: 3 clusters Score -7785002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -7785003.000000 Penalty: 12905.047852
	Iteration 72Q: 3 clusters Score -7785003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -7785017.000000 Penalty: 12905.047852
	Iteration 73Q: 3 clusters Score -7785017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -7785013.000000 Penalty: 12905.047852
	Iteration 74Q: 3 clusters Score -7785013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -7785020.000000 Penalty: 12905.047852
	Iteration 75Q: 3 clusters Score -7785020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -7785032.500000 Penalty: 12905.047852
	Iteration 76Q: 3 clusters Score -7785032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -7785039.000000 Penalty: 12905.047852
	Iteration 77Q: 3 clusters Score -7785039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -7785039.500000 Penalty: 12905.047852
	Iteration 78Q: 3 clusters Score -7785040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -7785039.500000 Penalty: 12905.047852
	Iteration 79F: 3 clusters Score -7785040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -267374.406250 Penalty: 4500.615723
	Iteration 0F: 2 clusters Score -267374.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -262858.593750 Penalty: 9001.231445
	Iteration 0F: 3 clusters Score -262858.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -264367.468750 Penalty: 9001.231445
	Iteration 1F: 3 clusters Score -264367.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -266541.843750 Penalty: 9001.231445
	Iteration 2F: 3 clusters Score -266541.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -269210.281250 Penalty: 9001.231445
	Iteration 3F: 3 clusters Score -269210.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -271523.000000 Penalty: 9001.231445
	Iteration 4F: 3 clusters Score -271523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -273450.968750 Penalty: 9001.231445
	Iteration 5Q: 3 clusters Score -273451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -273645.750000 Penalty: 9001.231445
	Iteration 6Q: 3 clusters Score -273645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -273749.500000 Penalty: 9001.231445
	Iteration 7Q: 3 clusters Score -273749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -273909.468750 Penalty: 9001.231445
	Iteration 8Q: 3 clusters Score -273909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -273935.281250 Penalty: 9001.231445
	Iteration 9Q: 3 clusters Score -273935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -273935.281250 Penalty: 9001.231445
	Iteration 10F: 3 clusters Score -273935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23790 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 25478 members 
Mstep: Class 8 contains 37599 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 27508 members 
Mstep: Class 11 contains 87611 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28984 members 
Mstep: Class 14 contains 25629 members 
Mstep: Class 15 contains 59163 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 15903 members 
Mstep: Class 19 contains 1259 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 802 members 
Entering Unmasked Estep 
Score: -89412328.000000 Penalty: 167200.734375
Splitting cluster 9 changes total score from -89403704.000000 to -89412328.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (27508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Entering Unmasked Estep 
Score: -5707540.500000 Penalty: 6261.117188
	Iteration 0F: 2 clusters Score -5707540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -5686262.500000 Penalty: 12522.234375
	Iteration 0F: 3 clusters Score -5686262 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5692433.500000 Penalty: 12522.234375
	Iteration 1F: 3 clusters Score -5692434 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -5693246.500000 Penalty: 12522.234375
	Iteration 2F: 3 clusters Score -5693246 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5694017.000000 Penalty: 12522.234375
	Iteration 3F: 3 clusters Score -5694017 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -5694805.000000 Penalty: 12522.234375
	Iteration 4Q: 3 clusters Score -5694805 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -5695762.000000 Penalty: 12522.234375
	Iteration 5Q: 3 clusters Score -5695762 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -5696844.000000 Penalty: 12522.234375
	Iteration 6Q: 3 clusters Score -5696844 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -5697891.000000 Penalty: 12522.234375
	Iteration 7Q: 3 clusters Score -5697891 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5698643.000000 Penalty: 12522.234375
	Iteration 8Q: 3 clusters Score -5698643 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -5699207.000000 Penalty: 12522.234375
	Iteration 9Q: 3 clusters Score -5699207 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -5699656.000000 Penalty: 12522.234375
	Iteration 10Q: 3 clusters Score -5699656 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -5700070.000000 Penalty: 12522.234375
	Iteration 11Q: 3 clusters Score -5700070 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -5700515.000000 Penalty: 12522.234375
	Iteration 12Q: 3 clusters Score -5700515 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -5700921.000000 Penalty: 12522.234375
	Iteration 13Q: 3 clusters Score -5700921 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -5701324.500000 Penalty: 12522.234375
	Iteration 14Q: 3 clusters Score -5701324 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -5701815.000000 Penalty: 12522.234375
	Iteration 15Q: 3 clusters Score -5701815 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -5702284.000000 Penalty: 12522.234375
	Iteration 16Q: 3 clusters Score -5702284 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -5702797.500000 Penalty: 12522.234375
	Iteration 17Q: 3 clusters Score -5702798 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -5703324.500000 Penalty: 12522.234375
	Iteration 18Q: 3 clusters Score -5703324 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -5703900.000000 Penalty: 12522.234375
	Iteration 19Q: 3 clusters Score -5703900 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -5704450.000000 Penalty: 12522.234375
	Iteration 20F: 3 clusters Score -5704450 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -5704982.000000 Penalty: 12522.234375
	Iteration 21Q: 3 clusters Score -5704982 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -5705408.500000 Penalty: 12522.234375
	Iteration 22Q: 3 clusters Score -5705408 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -5705768.000000 Penalty: 12522.234375
	Iteration 23Q: 3 clusters Score -5705768 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -5706097.500000 Penalty: 12522.234375
	Iteration 24Q: 3 clusters Score -5706098 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -5706383.000000 Penalty: 12522.234375
	Iteration 25Q: 3 clusters Score -5706383 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -5706696.500000 Penalty: 12522.234375
	Iteration 26Q: 3 clusters Score -5706696 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -5706956.000000 Penalty: 12522.234375
	Iteration 27Q: 3 clusters Score -5706956 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -5707139.500000 Penalty: 12522.234375
	Iteration 28Q: 3 clusters Score -5707140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5707263.500000 Penalty: 12522.234375
	Iteration 29Q: 3 clusters Score -5707264 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5707314.500000 Penalty: 12522.234375
	Iteration 30Q: 3 clusters Score -5707314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -5707345.000000 Penalty: 12522.234375
	Iteration 31Q: 3 clusters Score -5707345 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -5707370.000000 Penalty: 12522.234375
	Iteration 32Q: 3 clusters Score -5707370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -5707392.500000 Penalty: 12522.234375
	Iteration 33Q: 3 clusters Score -5707392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5707406.500000 Penalty: 12522.234375
	Iteration 34Q: 3 clusters Score -5707406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5707435.500000 Penalty: 12522.234375
	Iteration 35Q: 3 clusters Score -5707436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -5707431.500000 Penalty: 12522.234375
	Iteration 36Q: 3 clusters Score -5707432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5707430.000000 Penalty: 12522.234375
	Iteration 37Q: 3 clusters Score -5707430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5707435.500000 Penalty: 12522.234375
	Iteration 38Q: 3 clusters Score -5707436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -5707432.500000 Penalty: 12522.234375
	Iteration 39Q: 3 clusters Score -5707432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -5707432.000000 Penalty: 12522.234375
	Iteration 40F: 3 clusters Score -5707432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -5707435.000000 Penalty: 12522.234375
	Iteration 41Q: 3 clusters Score -5707435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5707435.500000 Penalty: 12522.234375
	Iteration 42Q: 3 clusters Score -5707436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5707442.000000 Penalty: 12522.234375
	Iteration 43Q: 3 clusters Score -5707442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5707442.000000 Penalty: 12522.234375
	Iteration 44F: 3 clusters Score -5707442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87611 members 
Entering Unmasked Estep 
Score: -18000384.000000 Penalty: 6970.655273
	Iteration 0F: 2 clusters Score -1.800038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -17940358.000000 Penalty: 13941.310547
	Iteration 0F: 3 clusters Score -1.794036e+07 nChanged 39797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -17961964.000000 Penalty: 13941.310547
	Iteration 1F: 3 clusters Score -1.796196e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -17963016.000000 Penalty: 13941.310547
	Iteration 2Q: 3 clusters Score -1.796302e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -17964012.000000 Penalty: 13941.310547
	Iteration 3Q: 3 clusters Score -1.796401e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -17964868.000000 Penalty: 13941.310547
	Iteration 4Q: 3 clusters Score -1.796487e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -17965722.000000 Penalty: 13941.310547
	Iteration 5Q: 3 clusters Score -1.796572e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -17966874.000000 Penalty: 13941.310547
	Iteration 6Q: 3 clusters Score -1.796687e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -17968324.000000 Penalty: 13941.310547
	Iteration 7Q: 3 clusters Score -1.796832e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -17970526.000000 Penalty: 13941.310547
	Iteration 8Q: 3 clusters Score -1.797053e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -17973626.000000 Penalty: 13941.310547
	Iteration 9F: 3 clusters Score -1.797363e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -17977858.000000 Penalty: 13941.310547
	Iteration 10F: 3 clusters Score -1.797786e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -17982568.000000 Penalty: 13941.310547
	Iteration 11F: 3 clusters Score -1.798257e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -17987030.000000 Penalty: 13941.310547
	Iteration 12F: 3 clusters Score -1.798703e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -17990230.000000 Penalty: 13941.310547
	Iteration 13Q: 3 clusters Score -1.799023e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -17992124.000000 Penalty: 13941.310547
	Iteration 14Q: 3 clusters Score -1.799212e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -17993280.000000 Penalty: 13941.310547
	Iteration 15Q: 3 clusters Score -1.799328e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -17993902.000000 Penalty: 13941.310547
	Iteration 16Q: 3 clusters Score -1.79939e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85999 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -17994202.000000 Penalty: 13941.310547
	Iteration 17Q: 3 clusters Score -1.79942e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -17994414.000000 Penalty: 13941.310547
	Iteration 18Q: 3 clusters Score -1.799441e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17994478.000000 Penalty: 13941.310547
	Iteration 19Q: 3 clusters Score -1.799448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -17994542.000000 Penalty: 13941.310547
	Iteration 20F: 3 clusters Score -1.799454e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -17994600.000000 Penalty: 13941.310547
	Iteration 21Q: 3 clusters Score -1.79946e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -17994652.000000 Penalty: 13941.310547
	Iteration 22Q: 3 clusters Score -1.799465e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17994668.000000 Penalty: 13941.310547
	Iteration 23Q: 3 clusters Score -1.799467e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -17994692.000000 Penalty: 13941.310547
	Iteration 24Q: 3 clusters Score -1.799469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -17994740.000000 Penalty: 13941.310547
	Iteration 25Q: 3 clusters Score -1.799474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17994740.000000 Penalty: 13941.310547
	Iteration 26Q: 3 clusters Score -1.799474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86523 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -17994728.000000 Penalty: 13941.310547
	Iteration 27Q: 3 clusters Score -1.799473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -17994748.000000 Penalty: 13941.310547
	Iteration 28Q: 3 clusters Score -1.799475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -17994758.000000 Penalty: 13941.310547
	Iteration 29Q: 3 clusters Score -1.799476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -17994766.000000 Penalty: 13941.310547
	Iteration 30Q: 3 clusters Score -1.799477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -17994776.000000 Penalty: 13941.310547
	Iteration 31Q: 3 clusters Score -1.799478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -17994776.000000 Penalty: 13941.310547
	Iteration 32Q: 3 clusters Score -1.799478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -17994794.000000 Penalty: 13941.310547
	Iteration 33Q: 3 clusters Score -1.799479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -17994790.000000 Penalty: 13941.310547
	Iteration 34Q: 3 clusters Score -1.799479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -17994790.000000 Penalty: 13941.310547
	Iteration 35F: 3 clusters Score -1.799479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Entering Unmasked Estep 
Score: -1492207.250000 Penalty: 5462.099121
	Iteration 0F: 2 clusters Score -1492207 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 3663 members 
Entering Unmasked Estep 
Score: -1483519.625000 Penalty: 10924.198242
	Iteration 0F: 3 clusters Score -1483520 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1485050.125000 Penalty: 10924.198242
	Iteration 1F: 3 clusters Score -1485050 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1485446.625000 Penalty: 10924.198242
	Iteration 2F: 3 clusters Score -1485447 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1485687.875000 Penalty: 10924.198242
	Iteration 3Q: 3 clusters Score -1485688 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1485837.125000 Penalty: 10924.198242
	Iteration 4Q: 3 clusters Score -1485837 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1485935.875000 Penalty: 10924.198242
	Iteration 5Q: 3 clusters Score -1485936 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1486020.000000 Penalty: 10924.198242
	Iteration 6Q: 3 clusters Score -1486020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1486079.125000 Penalty: 10924.198242
	Iteration 7Q: 3 clusters Score -1486079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1486125.000000 Penalty: 10924.198242
	Iteration 8Q: 3 clusters Score -1486125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1486170.625000 Penalty: 10924.198242
	Iteration 9Q: 3 clusters Score -1486171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1486204.125000 Penalty: 10924.198242
	Iteration 10Q: 3 clusters Score -1486204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1486238.750000 Penalty: 10924.198242
	Iteration 11Q: 3 clusters Score -1486239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1486269.375000 Penalty: 10924.198242
	Iteration 12Q: 3 clusters Score -1486269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1486300.500000 Penalty: 10924.198242
	Iteration 13Q: 3 clusters Score -1486300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1486323.250000 Penalty: 10924.198242
	Iteration 14Q: 3 clusters Score -1486323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1486343.000000 Penalty: 10924.198242
	Iteration 15Q: 3 clusters Score -1486343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1486365.125000 Penalty: 10924.198242
	Iteration 16Q: 3 clusters Score -1486365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1486385.250000 Penalty: 10924.198242
	Iteration 17Q: 3 clusters Score -1486385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1486404.500000 Penalty: 10924.198242
	Iteration 18Q: 3 clusters Score -1486404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1486421.750000 Penalty: 10924.198242
	Iteration 19Q: 3 clusters Score -1486422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1486437.875000 Penalty: 10924.198242
	Iteration 20F: 3 clusters Score -1486438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1486455.500000 Penalty: 10924.198242
	Iteration 21Q: 3 clusters Score -1486456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1486472.000000 Penalty: 10924.198242
	Iteration 22Q: 3 clusters Score -1486472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1486486.750000 Penalty: 10924.198242
	Iteration 23Q: 3 clusters Score -1486487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1486494.250000 Penalty: 10924.198242
	Iteration 24Q: 3 clusters Score -1486494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1486499.250000 Penalty: 10924.198242
	Iteration 25Q: 3 clusters Score -1486499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1486509.250000 Penalty: 10924.198242
	Iteration 26Q: 3 clusters Score -1486509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1486512.875000 Penalty: 10924.198242
	Iteration 27Q: 3 clusters Score -1486513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1486519.375000 Penalty: 10924.198242
	Iteration 28Q: 3 clusters Score -1486519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1486528.250000 Penalty: 10924.198242
	Iteration 29Q: 3 clusters Score -1486528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1486535.500000 Penalty: 10924.198242
	Iteration 30Q: 3 clusters Score -1486536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1486534.500000 Penalty: 10924.198242
	Iteration 31Q: 3 clusters Score -1486534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1486550.125000 Penalty: 10924.198242
	Iteration 32Q: 3 clusters Score -1486550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1486557.375000 Penalty: 10924.198242
	Iteration 33Q: 3 clusters Score -1486557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1486556.625000 Penalty: 10924.198242
	Iteration 34Q: 3 clusters Score -1486557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1486558.125000 Penalty: 10924.198242
	Iteration 35Q: 3 clusters Score -1486558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1486562.250000 Penalty: 10924.198242
	Iteration 36Q: 3 clusters Score -1486562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1486562.500000 Penalty: 10924.198242
	Iteration 37Q: 3 clusters Score -1486562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1486565.750000 Penalty: 10924.198242
	Iteration 38Q: 3 clusters Score -1486566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1486574.125000 Penalty: 10924.198242
	Iteration 39Q: 3 clusters Score -1486574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1486577.500000 Penalty: 10924.198242
	Iteration 40F: 3 clusters Score -1486578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1486577.375000 Penalty: 10924.198242
	Iteration 41Q: 3 clusters Score -1486577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1486586.625000 Penalty: 10924.198242
	Iteration 42Q: 3 clusters Score -1486587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1486591.750000 Penalty: 10924.198242
	Iteration 43Q: 3 clusters Score -1486592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1486597.875000 Penalty: 10924.198242
	Iteration 44Q: 3 clusters Score -1486598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1486600.875000 Penalty: 10924.198242
	Iteration 45Q: 3 clusters Score -1486601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1486605.625000 Penalty: 10924.198242
	Iteration 46Q: 3 clusters Score -1486606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1486611.875000 Penalty: 10924.198242
	Iteration 47Q: 3 clusters Score -1486612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1486613.375000 Penalty: 10924.198242
	Iteration 48Q: 3 clusters Score -1486613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1486620.125000 Penalty: 10924.198242
	Iteration 49Q: 3 clusters Score -1486620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1486621.000000 Penalty: 10924.198242
	Iteration 50Q: 3 clusters Score -1486621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1486623.875000 Penalty: 10924.198242
	Iteration 51Q: 3 clusters Score -1486624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1486628.375000 Penalty: 10924.198242
	Iteration 52Q: 3 clusters Score -1486628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1486637.875000 Penalty: 10924.198242
	Iteration 53Q: 3 clusters Score -1486638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1486645.000000 Penalty: 10924.198242
	Iteration 54Q: 3 clusters Score -1486645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1486653.625000 Penalty: 10924.198242
	Iteration 55Q: 3 clusters Score -1486654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1486652.750000 Penalty: 10924.198242
	Iteration 56Q: 3 clusters Score -1486653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1486657.375000 Penalty: 10924.198242
	Iteration 57Q: 3 clusters Score -1486657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1486667.750000 Penalty: 10924.198242
	Iteration 58Q: 3 clusters Score -1486668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1486675.125000 Penalty: 10924.198242
	Iteration 59Q: 3 clusters Score -1486675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1486687.125000 Penalty: 10924.198242
	Iteration 60F: 3 clusters Score -1486687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1486688.625000 Penalty: 10924.198242
	Iteration 61Q: 3 clusters Score -1486689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1486696.000000 Penalty: 10924.198242
	Iteration 62Q: 3 clusters Score -1486696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1486703.250000 Penalty: 10924.198242
	Iteration 63Q: 3 clusters Score -1486703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1486714.500000 Penalty: 10924.198242
	Iteration 64Q: 3 clusters Score -1486714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1486717.625000 Penalty: 10924.198242
	Iteration 65Q: 3 clusters Score -1486718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1486728.250000 Penalty: 10924.198242
	Iteration 66Q: 3 clusters Score -1486728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1486737.875000 Penalty: 10924.198242
	Iteration 67Q: 3 clusters Score -1486738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1486744.375000 Penalty: 10924.198242
	Iteration 68Q: 3 clusters Score -1486744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1486752.875000 Penalty: 10924.198242
	Iteration 69Q: 3 clusters Score -1486753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1486759.875000 Penalty: 10924.198242
	Iteration 70Q: 3 clusters Score -1486760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1486768.500000 Penalty: 10924.198242
	Iteration 71Q: 3 clusters Score -1486768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1486771.375000 Penalty: 10924.198242
	Iteration 72Q: 3 clusters Score -1486771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1486774.500000 Penalty: 10924.198242
	Iteration 73Q: 3 clusters Score -1486774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1486783.500000 Penalty: 10924.198242
	Iteration 74Q: 3 clusters Score -1486784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1486787.250000 Penalty: 10924.198242
	Iteration 75Q: 3 clusters Score -1486787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1486795.500000 Penalty: 10924.198242
	Iteration 76Q: 3 clusters Score -1486796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1486799.750000 Penalty: 10924.198242
	Iteration 77Q: 3 clusters Score -1486800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1486809.750000 Penalty: 10924.198242
	Iteration 78Q: 3 clusters Score -1486810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1486816.625000 Penalty: 10924.198242
	Iteration 79Q: 3 clusters Score -1486817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1486827.125000 Penalty: 10924.198242
	Iteration 80F: 3 clusters Score -1486827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1486840.625000 Penalty: 10924.198242
	Iteration 81Q: 3 clusters Score -1486841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1486849.000000 Penalty: 10924.198242
	Iteration 82Q: 3 clusters Score -1486849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1486856.750000 Penalty: 10924.198242
	Iteration 83Q: 3 clusters Score -1486857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1486866.500000 Penalty: 10924.198242
	Iteration 84Q: 3 clusters Score -1486866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1486877.875000 Penalty: 10924.198242
	Iteration 85Q: 3 clusters Score -1486878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1486878.250000 Penalty: 10924.198242
	Iteration 86Q: 3 clusters Score -1486878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1486889.500000 Penalty: 10924.198242
	Iteration 87Q: 3 clusters Score -1486890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1486902.750000 Penalty: 10924.198242
	Iteration 88Q: 3 clusters Score -1486903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1486918.125000 Penalty: 10924.198242
	Iteration 89Q: 3 clusters Score -1486918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1486927.500000 Penalty: 10924.198242
	Iteration 90Q: 3 clusters Score -1486928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1486936.875000 Penalty: 10924.198242
	Iteration 91Q: 3 clusters Score -1486937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1486943.750000 Penalty: 10924.198242
	Iteration 92Q: 3 clusters Score -1486944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1486952.625000 Penalty: 10924.198242
	Iteration 93Q: 3 clusters Score -1486953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1486965.250000 Penalty: 10924.198242
	Iteration 94Q: 3 clusters Score -1486965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1486972.000000 Penalty: 10924.198242
	Iteration 95Q: 3 clusters Score -1486972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1486976.375000 Penalty: 10924.198242
	Iteration 96Q: 3 clusters Score -1486976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1486987.125000 Penalty: 10924.198242
	Iteration 97Q: 3 clusters Score -1486987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1486994.875000 Penalty: 10924.198242
	Iteration 98Q: 3 clusters Score -1486995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1487004.250000 Penalty: 10924.198242
	Iteration 99Q: 3 clusters Score -1487004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1487009.000000 Penalty: 10924.198242
	Iteration 100F: 3 clusters Score -1487009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1487017.250000 Penalty: 10924.198242
	Iteration 101Q: 3 clusters Score -1487017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1487021.250000 Penalty: 10924.198242
	Iteration 102Q: 3 clusters Score -1487021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1487027.375000 Penalty: 10924.198242
	Iteration 103Q: 3 clusters Score -1487027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1487036.000000 Penalty: 10924.198242
	Iteration 104Q: 3 clusters Score -1487036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1487049.125000 Penalty: 10924.198242
	Iteration 105Q: 3 clusters Score -1487049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1487062.750000 Penalty: 10924.198242
	Iteration 106Q: 3 clusters Score -1487063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1487072.250000 Penalty: 10924.198242
	Iteration 107Q: 3 clusters Score -1487072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1487080.375000 Penalty: 10924.198242
	Iteration 108Q: 3 clusters Score -1487080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1487086.625000 Penalty: 10924.198242
	Iteration 109Q: 3 clusters Score -1487087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1487091.625000 Penalty: 10924.198242
	Iteration 110Q: 3 clusters Score -1487092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1487103.875000 Penalty: 10924.198242
	Iteration 111Q: 3 clusters Score -1487104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1487106.500000 Penalty: 10924.198242
	Iteration 112Q: 3 clusters Score -1487106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1487109.125000 Penalty: 10924.198242
	Iteration 113Q: 3 clusters Score -1487109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1487113.250000 Penalty: 10924.198242
	Iteration 114Q: 3 clusters Score -1487113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1487116.375000 Penalty: 10924.198242
	Iteration 115Q: 3 clusters Score -1487116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1487123.375000 Penalty: 10924.198242
	Iteration 116Q: 3 clusters Score -1487123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1487122.250000 Penalty: 10924.198242
	Iteration 117Q: 3 clusters Score -1487122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1487123.125000 Penalty: 10924.198242
	Iteration 118Q: 3 clusters Score -1487123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1487121.250000 Penalty: 10924.198242
	Iteration 119Q: 3 clusters Score -1487121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1487121.250000 Penalty: 10924.198242
	Iteration 120F: 3 clusters Score -1487121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Entering Unmasked Estep 
Score: -5917824.000000 Penalty: 6293.130371
	Iteration 0F: 2 clusters Score -5917824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -5895596.500000 Penalty: 12586.260742
	Iteration 0F: 3 clusters Score -5895596 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -5902294.000000 Penalty: 12586.260742
	Iteration 1F: 3 clusters Score -5902294 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -5903487.000000 Penalty: 12586.260742
	Iteration 2F: 3 clusters Score -5903487 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -5904638.000000 Penalty: 12586.260742
	Iteration 3F: 3 clusters Score -5904638 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -5905611.500000 Penalty: 12586.260742
	Iteration 4F: 3 clusters Score -5905612 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -5906559.500000 Penalty: 12586.260742
	Iteration 5F: 3 clusters Score -5906560 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -5907562.500000 Penalty: 12586.260742
	Iteration 6F: 3 clusters Score -5907562 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -5908829.500000 Penalty: 12586.260742
	Iteration 7F: 3 clusters Score -5908830 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5910439.000000 Penalty: 12586.260742
	Iteration 8F: 3 clusters Score -5910439 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -5912270.000000 Penalty: 12586.260742
	Iteration 9F: 3 clusters Score -5912270 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5913983.500000 Penalty: 12586.260742
	Iteration 10F: 3 clusters Score -5913984 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -5915299.500000 Penalty: 12586.260742
	Iteration 11Q: 3 clusters Score -5915300 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -5916225.000000 Penalty: 12586.260742
	Iteration 12Q: 3 clusters Score -5916225 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -5916739.000000 Penalty: 12586.260742
	Iteration 13Q: 3 clusters Score -5916739 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -5917007.500000 Penalty: 12586.260742
	Iteration 14Q: 3 clusters Score -5917008 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5917151.500000 Penalty: 12586.260742
	Iteration 15Q: 3 clusters Score -5917152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -5917205.500000 Penalty: 12586.260742
	Iteration 16Q: 3 clusters Score -5917206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -5917240.000000 Penalty: 12586.260742
	Iteration 17Q: 3 clusters Score -5917240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -5917246.000000 Penalty: 12586.260742
	Iteration 18Q: 3 clusters Score -5917246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -5917260.500000 Penalty: 12586.260742
	Iteration 19Q: 3 clusters Score -5917260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5917265.000000 Penalty: 12586.260742
	Iteration 20F: 3 clusters Score -5917265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -5917269.000000 Penalty: 12586.260742
	Iteration 21Q: 3 clusters Score -5917269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5917272.000000 Penalty: 12586.260742
	Iteration 22Q: 3 clusters Score -5917272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5917266.000000 Penalty: 12586.260742
	Iteration 23Q: 3 clusters Score -5917266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -5917280.500000 Penalty: 12586.260742
	Iteration 24Q: 3 clusters Score -5917280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -5917280.500000 Penalty: 12586.260742
	Iteration 25Q: 3 clusters Score -5917280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5917275.500000 Penalty: 12586.260742
	Iteration 26Q: 3 clusters Score -5917276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -5917273.500000 Penalty: 12586.260742
	Iteration 27Q: 3 clusters Score -5917274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -5917273.500000 Penalty: 12586.260742
	Iteration 28F: 3 clusters Score -5917274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Entering Unmasked Estep 
Score: -5271311.500000 Penalty: 6217.781250
	Iteration 0F: 2 clusters Score -5271312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -5251322.500000 Penalty: 12435.562500
	Iteration 0F: 3 clusters Score -5251322 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -5257020.500000 Penalty: 12435.562500
	Iteration 1F: 3 clusters Score -5257020 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -5257985.000000 Penalty: 12435.562500
	Iteration 2F: 3 clusters Score -5257985 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -5258931.000000 Penalty: 12435.562500
	Iteration 3F: 3 clusters Score -5258931 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5259916.000000 Penalty: 12435.562500
	Iteration 4F: 3 clusters Score -5259916 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -5260922.500000 Penalty: 12435.562500
	Iteration 5F: 3 clusters Score -5260922 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -5262071.000000 Penalty: 12435.562500
	Iteration 6F: 3 clusters Score -5262071 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -5263289.500000 Penalty: 12435.562500
	Iteration 7F: 3 clusters Score -5263290 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5264500.500000 Penalty: 12435.562500
	Iteration 8F: 3 clusters Score -5264500 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -5265578.000000 Penalty: 12435.562500
	Iteration 9F: 3 clusters Score -5265578 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -5266469.000000 Penalty: 12435.562500
	Iteration 10Q: 3 clusters Score -5266469 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -5267065.000000 Penalty: 12435.562500
	Iteration 11Q: 3 clusters Score -5267065 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -5267556.500000 Penalty: 12435.562500
	Iteration 12Q: 3 clusters Score -5267556 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5267855.000000 Penalty: 12435.562500
	Iteration 13Q: 3 clusters Score -5267855 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -5268092.000000 Penalty: 12435.562500
	Iteration 14Q: 3 clusters Score -5268092 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -5268276.000000 Penalty: 12435.562500
	Iteration 15Q: 3 clusters Score -5268276 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -5268382.500000 Penalty: 12435.562500
	Iteration 16Q: 3 clusters Score -5268382 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5268472.500000 Penalty: 12435.562500
	Iteration 17Q: 3 clusters Score -5268472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5268537.000000 Penalty: 12435.562500
	Iteration 18Q: 3 clusters Score -5268537 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -5268588.500000 Penalty: 12435.562500
	Iteration 19Q: 3 clusters Score -5268588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -5268611.500000 Penalty: 12435.562500
	Iteration 20F: 3 clusters Score -5268612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5268645.500000 Penalty: 12435.562500
	Iteration 21Q: 3 clusters Score -5268646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5268663.500000 Penalty: 12435.562500
	Iteration 22Q: 3 clusters Score -5268664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -5268680.500000 Penalty: 12435.562500
	Iteration 23Q: 3 clusters Score -5268680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -5268710.500000 Penalty: 12435.562500
	Iteration 24Q: 3 clusters Score -5268710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -5268752.000000 Penalty: 12435.562500
	Iteration 25Q: 3 clusters Score -5268752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5268778.000000 Penalty: 12435.562500
	Iteration 26Q: 3 clusters Score -5268778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5268863.000000 Penalty: 12435.562500
	Iteration 27Q: 3 clusters Score -5268863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5268986.500000 Penalty: 12435.562500
	Iteration 28Q: 3 clusters Score -5268986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5269049.500000 Penalty: 12435.562500
	Iteration 29Q: 3 clusters Score -5269050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5269076.000000 Penalty: 12435.562500
	Iteration 30Q: 3 clusters Score -5269076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5269106.500000 Penalty: 12435.562500
	Iteration 31Q: 3 clusters Score -5269106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5269130.500000 Penalty: 12435.562500
	Iteration 32Q: 3 clusters Score -5269130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5269136.500000 Penalty: 12435.562500
	Iteration 33Q: 3 clusters Score -5269136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5269133.500000 Penalty: 12435.562500
	Iteration 34Q: 3 clusters Score -5269134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5269146.000000 Penalty: 12435.562500
	Iteration 35Q: 3 clusters Score -5269146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5269146.500000 Penalty: 12435.562500
	Iteration 36Q: 3 clusters Score -5269146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5269143.500000 Penalty: 12435.562500
	Iteration 37Q: 3 clusters Score -5269144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5269143.500000 Penalty: 12435.562500
	Iteration 38Q: 3 clusters Score -5269144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5269151.000000 Penalty: 12435.562500
	Iteration 39Q: 3 clusters Score -5269151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5269148.000000 Penalty: 12435.562500
	Iteration 40F: 3 clusters Score -5269148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5269140.000000 Penalty: 12435.562500
	Iteration 41Q: 3 clusters Score -5269140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5269145.000000 Penalty: 12435.562500
	Iteration 42Q: 3 clusters Score -5269145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5269143.000000 Penalty: 12435.562500
	Iteration 43Q: 3 clusters Score -5269143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5269140.000000 Penalty: 12435.562500
	Iteration 44Q: 3 clusters Score -5269140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5269140.000000 Penalty: 12435.562500
	Iteration 45F: 3 clusters Score -5269140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Entering Unmasked Estep 
Score: -12245995.000000 Penalty: 6730.181641
	Iteration 0F: 2 clusters Score -1.2246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -12204566.000000 Penalty: 13460.363281
	Iteration 0F: 3 clusters Score -1.220457e+07 nChanged 26258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -12218627.000000 Penalty: 13460.363281
	Iteration 1F: 3 clusters Score -1.221863e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -12219703.000000 Penalty: 13460.363281
	Iteration 2Q: 3 clusters Score -1.22197e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -12220477.000000 Penalty: 13460.363281
	Iteration 3Q: 3 clusters Score -1.222048e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -12221301.000000 Penalty: 13460.363281
	Iteration 4Q: 3 clusters Score -1.22213e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -12222219.000000 Penalty: 13460.363281
	Iteration 5Q: 3 clusters Score -1.222222e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -12223403.000000 Penalty: 13460.363281
	Iteration 6Q: 3 clusters Score -1.22234e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -12224819.000000 Penalty: 13460.363281
	Iteration 7Q: 3 clusters Score -1.222482e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -12226558.000000 Penalty: 13460.363281
	Iteration 8F: 3 clusters Score -1.222656e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -12228550.000000 Penalty: 13460.363281
	Iteration 9F: 3 clusters Score -1.222855e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -12230706.000000 Penalty: 13460.363281
	Iteration 10F: 3 clusters Score -1.223071e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -12232852.000000 Penalty: 13460.363281
	Iteration 11Q: 3 clusters Score -1.223285e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -12234878.000000 Penalty: 13460.363281
	Iteration 12Q: 3 clusters Score -1.223488e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -12236550.000000 Penalty: 13460.363281
	Iteration 13Q: 3 clusters Score -1.223655e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -12237798.000000 Penalty: 13460.363281
	Iteration 14Q: 3 clusters Score -1.22378e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -12238695.000000 Penalty: 13460.363281
	Iteration 15Q: 3 clusters Score -1.22387e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -12239231.000000 Penalty: 13460.363281
	Iteration 16Q: 3 clusters Score -1.223923e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -12239581.000000 Penalty: 13460.363281
	Iteration 17Q: 3 clusters Score -1.223958e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -12239816.000000 Penalty: 13460.363281
	Iteration 18Q: 3 clusters Score -1.223982e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -12239934.000000 Penalty: 13460.363281
	Iteration 19Q: 3 clusters Score -1.223993e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -12240017.000000 Penalty: 13460.363281
	Iteration 20F: 3 clusters Score -1.224002e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -12240062.000000 Penalty: 13460.363281
	Iteration 21Q: 3 clusters Score -1.224006e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -12240106.000000 Penalty: 13460.363281
	Iteration 22Q: 3 clusters Score -1.224011e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -12240133.000000 Penalty: 13460.363281
	Iteration 23Q: 3 clusters Score -1.224013e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -12240159.000000 Penalty: 13460.363281
	Iteration 24Q: 3 clusters Score -1.224016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -12240168.000000 Penalty: 13460.363281
	Iteration 25Q: 3 clusters Score -1.224017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -12240188.000000 Penalty: 13460.363281
	Iteration 26Q: 3 clusters Score -1.224019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -12240205.000000 Penalty: 13460.363281
	Iteration 27Q: 3 clusters Score -1.22402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -12240223.000000 Penalty: 13460.363281
	Iteration 28Q: 3 clusters Score -1.224022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -12240217.000000 Penalty: 13460.363281
	Iteration 29Q: 3 clusters Score -1.224022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -12240219.000000 Penalty: 13460.363281
	Iteration 30Q: 3 clusters Score -1.224022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -12240240.000000 Penalty: 13460.363281
	Iteration 31Q: 3 clusters Score -1.224024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -12240234.000000 Penalty: 13460.363281
	Iteration 32Q: 3 clusters Score -1.224023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -12240234.000000 Penalty: 13460.363281
	Iteration 33Q: 3 clusters Score -1.224023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -12240230.000000 Penalty: 13460.363281
	Iteration 34Q: 3 clusters Score -1.224023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -12240238.000000 Penalty: 13460.363281
	Iteration 35Q: 3 clusters Score -1.224024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -12240238.000000 Penalty: 13460.363281
	Iteration 36Q: 3 clusters Score -1.224024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -12240240.000000 Penalty: 13460.363281
	Iteration 37Q: 3 clusters Score -1.224024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -12240240.000000 Penalty: 13460.363281
	Iteration 38F: 3 clusters Score -1.224024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Entering Unmasked Estep 
Score: -896007.500000 Penalty: 5159.957031
	Iteration 0F: 2 clusters Score -896007.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -889223.875000 Penalty: 10319.914062
	Iteration 0F: 3 clusters Score -889223.9 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -890290.312500 Penalty: 10319.914062
	Iteration 1F: 3 clusters Score -890290.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -890593.937500 Penalty: 10319.914062
	Iteration 2F: 3 clusters Score -890593.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -890736.875000 Penalty: 10319.914062
	Iteration 3Q: 3 clusters Score -890736.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -890851.375000 Penalty: 10319.914062
	Iteration 4Q: 3 clusters Score -890851.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -890933.625000 Penalty: 10319.914062
	Iteration 5Q: 3 clusters Score -890933.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -890997.937500 Penalty: 10319.914062
	Iteration 6Q: 3 clusters Score -890997.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -891049.625000 Penalty: 10319.914062
	Iteration 7Q: 3 clusters Score -891049.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -891077.375000 Penalty: 10319.914062
	Iteration 8Q: 3 clusters Score -891077.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -891098.687500 Penalty: 10319.914062
	Iteration 9Q: 3 clusters Score -891098.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -891121.750000 Penalty: 10319.914062
	Iteration 10Q: 3 clusters Score -891121.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -891141.312500 Penalty: 10319.914062
	Iteration 11Q: 3 clusters Score -891141.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -891158.250000 Penalty: 10319.914062
	Iteration 12Q: 3 clusters Score -891158.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -891168.250000 Penalty: 10319.914062
	Iteration 13Q: 3 clusters Score -891168.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -891175.000000 Penalty: 10319.914062
	Iteration 14Q: 3 clusters Score -891175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -891182.000000 Penalty: 10319.914062
	Iteration 15Q: 3 clusters Score -891182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -891187.812500 Penalty: 10319.914062
	Iteration 16Q: 3 clusters Score -891187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -891194.875000 Penalty: 10319.914062
	Iteration 17Q: 3 clusters Score -891194.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -891197.562500 Penalty: 10319.914062
	Iteration 18Q: 3 clusters Score -891197.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -891200.500000 Penalty: 10319.914062
	Iteration 19Q: 3 clusters Score -891200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -891201.812500 Penalty: 10319.914062
	Iteration 20F: 3 clusters Score -891201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -891203.250000 Penalty: 10319.914062
	Iteration 21Q: 3 clusters Score -891203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -891203.250000 Penalty: 10319.914062
	Iteration 22F: 3 clusters Score -891203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -55974.820312 Penalty: 3538.812012
	Iteration 0F: 2 clusters Score -55974.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53137.722656 Penalty: 7077.624023
	Iteration 0F: 3 clusters Score -53137.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53251.191406 Penalty: 7077.624023
	Iteration 1F: 3 clusters Score -53251.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53262.632812 Penalty: 7077.624023
	Iteration 2Q: 3 clusters Score -53262.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53273.250000 Penalty: 7077.624023
	Iteration 3Q: 3 clusters Score -53273.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53293.738281 Penalty: 7077.624023
	Iteration 4Q: 3 clusters Score -53293.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53309.925781 Penalty: 7077.624023
	Iteration 5Q: 3 clusters Score -53309.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53309.925781 Penalty: 7077.624023
	Iteration 6F: 3 clusters Score -53309.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Entering Unmasked Estep 
Score: -3170796.000000 Penalty: 5925.486328
	Iteration 0F: 2 clusters Score -3170796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3156929.750000 Penalty: 11850.972656
	Iteration 0F: 3 clusters Score -3156930 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3160364.250000 Penalty: 11850.972656
	Iteration 1F: 3 clusters Score -3160364 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3161001.500000 Penalty: 11850.972656
	Iteration 2F: 3 clusters Score -3161002 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3161502.250000 Penalty: 11850.972656
	Iteration 3F: 3 clusters Score -3161502 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3162014.000000 Penalty: 11850.972656
	Iteration 4Q: 3 clusters Score -3162014 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3162535.250000 Penalty: 11850.972656
	Iteration 5Q: 3 clusters Score -3162535 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3163130.750000 Penalty: 11850.972656
	Iteration 6Q: 3 clusters Score -3163131 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3163794.250000 Penalty: 11850.972656
	Iteration 7Q: 3 clusters Score -3163794 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3164360.500000 Penalty: 11850.972656
	Iteration 8Q: 3 clusters Score -3164360 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3164880.750000 Penalty: 11850.972656
	Iteration 9Q: 3 clusters Score -3164881 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3165385.500000 Penalty: 11850.972656
	Iteration 10Q: 3 clusters Score -3165386 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3165791.750000 Penalty: 11850.972656
	Iteration 11Q: 3 clusters Score -3165792 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3166099.750000 Penalty: 11850.972656
	Iteration 12Q: 3 clusters Score -3166100 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3166335.500000 Penalty: 11850.972656
	Iteration 13Q: 3 clusters Score -3166336 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3166531.250000 Penalty: 11850.972656
	Iteration 14Q: 3 clusters Score -3166531 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3166660.500000 Penalty: 11850.972656
	Iteration 15Q: 3 clusters Score -3166660 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3166751.500000 Penalty: 11850.972656
	Iteration 16Q: 3 clusters Score -3166752 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3166827.750000 Penalty: 11850.972656
	Iteration 17Q: 3 clusters Score -3166828 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3166899.750000 Penalty: 11850.972656
	Iteration 18Q: 3 clusters Score -3166900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3166934.750000 Penalty: 11850.972656
	Iteration 19Q: 3 clusters Score -3166935 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3166960.750000 Penalty: 11850.972656
	Iteration 20F: 3 clusters Score -3166961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3166996.000000 Penalty: 11850.972656
	Iteration 21Q: 3 clusters Score -3166996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3167009.250000 Penalty: 11850.972656
	Iteration 22Q: 3 clusters Score -3167009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3167017.000000 Penalty: 11850.972656
	Iteration 23Q: 3 clusters Score -3167017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3167034.750000 Penalty: 11850.972656
	Iteration 24Q: 3 clusters Score -3167035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3167038.750000 Penalty: 11850.972656
	Iteration 25Q: 3 clusters Score -3167039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3167034.250000 Penalty: 11850.972656
	Iteration 26Q: 3 clusters Score -3167034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3167038.500000 Penalty: 11850.972656
	Iteration 27Q: 3 clusters Score -3167038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3167053.500000 Penalty: 11850.972656
	Iteration 28Q: 3 clusters Score -3167054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3167056.000000 Penalty: 11850.972656
	Iteration 29Q: 3 clusters Score -3167056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3167057.750000 Penalty: 11850.972656
	Iteration 30Q: 3 clusters Score -3167058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3167061.500000 Penalty: 11850.972656
	Iteration 31Q: 3 clusters Score -3167062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3167072.750000 Penalty: 11850.972656
	Iteration 32Q: 3 clusters Score -3167073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3167087.500000 Penalty: 11850.972656
	Iteration 33Q: 3 clusters Score -3167088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3167082.250000 Penalty: 11850.972656
	Iteration 34Q: 3 clusters Score -3167082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3167086.750000 Penalty: 11850.972656
	Iteration 35Q: 3 clusters Score -3167087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3167100.250000 Penalty: 11850.972656
	Iteration 36Q: 3 clusters Score -3167100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3167100.500000 Penalty: 11850.972656
	Iteration 37Q: 3 clusters Score -3167100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3167098.750000 Penalty: 11850.972656
	Iteration 38Q: 3 clusters Score -3167099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3167102.000000 Penalty: 11850.972656
	Iteration 39Q: 3 clusters Score -3167102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3167097.250000 Penalty: 11850.972656
	Iteration 40F: 3 clusters Score -3167097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -3167101.500000 Penalty: 11850.972656
	Iteration 41Q: 3 clusters Score -3167102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3167100.500000 Penalty: 11850.972656
	Iteration 42Q: 3 clusters Score -3167100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3167101.500000 Penalty: 11850.972656
	Iteration 43Q: 3 clusters Score -3167102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3167098.750000 Penalty: 11850.972656
	Iteration 44Q: 3 clusters Score -3167099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3167098.250000 Penalty: 11850.972656
	Iteration 45Q: 3 clusters Score -3167098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3167102.250000 Penalty: 11850.972656
	Iteration 46Q: 3 clusters Score -3167102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3167102.000000 Penalty: 11850.972656
	Iteration 47Q: 3 clusters Score -3167102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3167102.000000 Penalty: 11850.972656
	Iteration 48Q: 3 clusters Score -3167102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3167102.500000 Penalty: 11850.972656
	Iteration 49Q: 3 clusters Score -3167102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3167103.250000 Penalty: 11850.972656
	Iteration 50Q: 3 clusters Score -3167103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3167104.500000 Penalty: 11850.972656
	Iteration 51Q: 3 clusters Score -3167104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3167104.500000 Penalty: 11850.972656
	Iteration 52F: 3 clusters Score -3167104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -210617.359375 Penalty: 4372.069824
	Iteration 0F: 2 clusters Score -210617.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -206564.968750 Penalty: 8744.139648
	Iteration 0F: 3 clusters Score -206565 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -207499.046875 Penalty: 8744.139648
	Iteration 1F: 3 clusters Score -207499 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -208749.921875 Penalty: 8744.139648
	Iteration 2F: 3 clusters Score -208749.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -210088.312500 Penalty: 8744.139648
	Iteration 3F: 3 clusters Score -210088.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -210806.453125 Penalty: 8744.139648
	Iteration 4F: 3 clusters Score -210806.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -211612.281250 Penalty: 8744.139648
	Iteration 5F: 3 clusters Score -211612.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -212414.218750 Penalty: 8744.139648
	Iteration 6F: 3 clusters Score -212414.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -212858.640625 Penalty: 8744.139648
	Iteration 7Q: 3 clusters Score -212858.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -213050.609375 Penalty: 8744.139648
	Iteration 8Q: 3 clusters Score -213050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -213120.453125 Penalty: 8744.139648
	Iteration 9Q: 3 clusters Score -213120.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -213173.921875 Penalty: 8744.139648
	Iteration 10Q: 3 clusters Score -213173.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -213207.859375 Penalty: 8744.139648
	Iteration 11Q: 3 clusters Score -213207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -213249.203125 Penalty: 8744.139648
	Iteration 12Q: 3 clusters Score -213249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -213264.703125 Penalty: 8744.139648
	Iteration 13Q: 3 clusters Score -213264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -213275.062500 Penalty: 8744.139648
	Iteration 14Q: 3 clusters Score -213275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -213288.281250 Penalty: 8744.139648
	Iteration 15Q: 3 clusters Score -213288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -213313.171875 Penalty: 8744.139648
	Iteration 16Q: 3 clusters Score -213313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -213344.156250 Penalty: 8744.139648
	Iteration 17Q: 3 clusters Score -213344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -213390.671875 Penalty: 8744.139648
	Iteration 18Q: 3 clusters Score -213390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -213419.265625 Penalty: 8744.139648
	Iteration 19Q: 3 clusters Score -213419.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -213517.343750 Penalty: 8744.139648
	Iteration 20F: 3 clusters Score -213517.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -213630.328125 Penalty: 8744.139648
	Iteration 21Q: 3 clusters Score -213630.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -213873.078125 Penalty: 8744.139648
	Iteration 22Q: 3 clusters Score -213873.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -214315.406250 Penalty: 8744.139648
	Iteration 23Q: 3 clusters Score -214315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -214367.718750 Penalty: 8744.139648
	Iteration 24Q: 3 clusters Score -214367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -214367.718750 Penalty: 8744.139648
	Iteration 25F: 3 clusters Score -214367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23790 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 25478 members 
Mstep: Class 8 contains 37599 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 27508 members 
Mstep: Class 11 contains 87611 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28984 members 
Mstep: Class 14 contains 25629 members 
Mstep: Class 15 contains 59163 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 15903 members 
Mstep: Class 19 contains 945 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 314 members 
Entering Unmasked Estep 
Score: -89412464.000000 Penalty: 175162.671875
Splitting cluster 19 changes total score from -89403704.000000 to -89412464.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 23790 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 25478 members 
Mstep: Class 8 contains 37599 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 27508 members 
Mstep: Class 11 contains 87611 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28984 members 
Mstep: Class 14 contains 25629 members 
Mstep: Class 15 contains 59163 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 15903 members 
Mstep: Class 19 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413168.000000 Penalty: 175162.671875
Iteration 79Q: 23 clusters Score -8.941317e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 23797 members 
Mstep: Class 4 contains 11708 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 1824 members 
Mstep: Class 7 contains 25472 members 
Mstep: Class 8 contains 37592 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 27500 members 
Mstep: Class 11 contains 87452 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28965 members 
Mstep: Class 14 contains 25613 members 
Mstep: Class 15 contains 59208 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 15854 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413544.000000 Penalty: 175162.671875
Iteration 80F: 23 clusters Score -8.941354e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23803 members 
Mstep: Class 4 contains 11720 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 25470 members 
Mstep: Class 8 contains 37597 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27491 members 
Mstep: Class 11 contains 87413 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28951 members 
Mstep: Class 14 contains 25597 members 
Mstep: Class 15 contains 59253 members 
Mstep: Class 16 contains 4566 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15820 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413760.000000 Penalty: 175162.671875
Iteration 81Q: 23 clusters Score -8.941376e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23813 members 
Mstep: Class 4 contains 11727 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 25470 members 
Mstep: Class 8 contains 37596 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27486 members 
Mstep: Class 11 contains 87400 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 28936 members 
Mstep: Class 14 contains 25586 members 
Mstep: Class 15 contains 59291 members 
Mstep: Class 16 contains 4572 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15793 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413688.000000 Penalty: 175162.671875
Iteration 82Q: 23 clusters Score -8.941369e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23825 members 
Mstep: Class 4 contains 11733 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 25474 members 
Mstep: Class 8 contains 37585 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27485 members 
Mstep: Class 11 contains 87401 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 28928 members 
Mstep: Class 14 contains 25585 members 
Mstep: Class 15 contains 59324 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15757 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413616.000000 Penalty: 175162.671875
Iteration 83Q: 23 clusters Score -8.941362e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23833 members 
Mstep: Class 4 contains 11735 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 25472 members 
Mstep: Class 8 contains 37584 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27478 members 
Mstep: Class 11 contains 87399 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 28921 members 
Mstep: Class 14 contains 25586 members 
Mstep: Class 15 contains 59356 members 
Mstep: Class 16 contains 4575 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15739 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413712.000000 Penalty: 175162.671875
Iteration 84Q: 23 clusters Score -8.941371e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23840 members 
Mstep: Class 4 contains 11739 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 25463 members 
Mstep: Class 8 contains 37583 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27477 members 
Mstep: Class 11 contains 87392 members 
Mstep: Class 12 contains 7458 members 
Mstep: Class 13 contains 28917 members 
Mstep: Class 14 contains 25581 members 
Mstep: Class 15 contains 59388 members 
Mstep: Class 16 contains 4581 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15719 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413648.000000 Penalty: 175162.671875
Iteration 85Q: 23 clusters Score -8.941365e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23842 members 
Mstep: Class 4 contains 11746 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 25458 members 
Mstep: Class 8 contains 37584 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27475 members 
Mstep: Class 11 contains 87387 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28911 members 
Mstep: Class 14 contains 25580 members 
Mstep: Class 15 contains 59411 members 
Mstep: Class 16 contains 4581 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15703 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413656.000000 Penalty: 175162.671875
Iteration 86Q: 23 clusters Score -8.941366e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23845 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 25462 members 
Mstep: Class 8 contains 37585 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27469 members 
Mstep: Class 11 contains 87383 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 28909 members 
Mstep: Class 14 contains 25578 members 
Mstep: Class 15 contains 59430 members 
Mstep: Class 16 contains 4583 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15689 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413744.000000 Penalty: 175162.671875
Iteration 87Q: 23 clusters Score -8.941374e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23843 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25466 members 
Mstep: Class 8 contains 37589 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27468 members 
Mstep: Class 11 contains 87385 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 28904 members 
Mstep: Class 14 contains 25573 members 
Mstep: Class 15 contains 59440 members 
Mstep: Class 16 contains 4588 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15682 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413712.000000 Penalty: 175162.671875
Iteration 88Q: 23 clusters Score -8.941371e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23844 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25467 members 
Mstep: Class 8 contains 37588 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27466 members 
Mstep: Class 11 contains 87388 members 
Mstep: Class 12 contains 7458 members 
Mstep: Class 13 contains 28906 members 
Mstep: Class 14 contains 25572 members 
Mstep: Class 15 contains 59450 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15671 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413792.000000 Penalty: 175162.671875
Iteration 89Q: 23 clusters Score -8.941379e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23842 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25468 members 
Mstep: Class 8 contains 37585 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27464 members 
Mstep: Class 11 contains 87394 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 28907 members 
Mstep: Class 14 contains 25566 members 
Mstep: Class 15 contains 59460 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15668 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413840.000000 Penalty: 175162.671875
Iteration 90Q: 23 clusters Score -8.941384e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23844 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25462 members 
Mstep: Class 8 contains 37583 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27465 members 
Mstep: Class 11 contains 87398 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28908 members 
Mstep: Class 14 contains 25562 members 
Mstep: Class 15 contains 59472 members 
Mstep: Class 16 contains 4595 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15663 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413768.000000 Penalty: 175162.671875
Iteration 91Q: 23 clusters Score -8.941377e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23845 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25459 members 
Mstep: Class 8 contains 37580 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27465 members 
Mstep: Class 11 contains 87403 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 28911 members 
Mstep: Class 14 contains 25554 members 
Mstep: Class 15 contains 59487 members 
Mstep: Class 16 contains 4595 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15659 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413760.000000 Penalty: 175162.671875
Iteration 92Q: 23 clusters Score -8.941376e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23850 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25452 members 
Mstep: Class 8 contains 37580 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27466 members 
Mstep: Class 11 contains 87407 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28911 members 
Mstep: Class 14 contains 25550 members 
Mstep: Class 15 contains 59496 members 
Mstep: Class 16 contains 4597 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15652 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413752.000000 Penalty: 175162.671875
Iteration 93Q: 23 clusters Score -8.941375e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23854 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25445 members 
Mstep: Class 8 contains 37582 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27463 members 
Mstep: Class 11 contains 87412 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 28913 members 
Mstep: Class 14 contains 25543 members 
Mstep: Class 15 contains 59516 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15641 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413744.000000 Penalty: 175162.671875
Iteration 94Q: 23 clusters Score -8.941374e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23860 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25440 members 
Mstep: Class 8 contains 37582 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27460 members 
Mstep: Class 11 contains 87414 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 28911 members 
Mstep: Class 14 contains 25539 members 
Mstep: Class 15 contains 59536 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15631 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413848.000000 Penalty: 175162.671875
Iteration 95Q: 23 clusters Score -8.941385e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23863 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25433 members 
Mstep: Class 8 contains 37584 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27459 members 
Mstep: Class 11 contains 87411 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 28908 members 
Mstep: Class 14 contains 25538 members 
Mstep: Class 15 contains 59550 members 
Mstep: Class 16 contains 4603 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15628 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413792.000000 Penalty: 175162.671875
Iteration 96Q: 23 clusters Score -8.941379e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79532 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23867 members 
Mstep: Class 4 contains 11752 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25435 members 
Mstep: Class 8 contains 37582 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27460 members 
Mstep: Class 11 contains 87413 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 28908 members 
Mstep: Class 14 contains 25537 members 
Mstep: Class 15 contains 59562 members 
Mstep: Class 16 contains 4603 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15625 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413760.000000 Penalty: 175162.671875
Iteration 97Q: 23 clusters Score -8.941376e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23873 members 
Mstep: Class 4 contains 11753 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25431 members 
Mstep: Class 8 contains 37577 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27459 members 
Mstep: Class 11 contains 87412 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 28909 members 
Mstep: Class 14 contains 25538 members 
Mstep: Class 15 contains 59563 members 
Mstep: Class 16 contains 4606 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15627 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413904.000000 Penalty: 175162.671875
Iteration 98Q: 23 clusters Score -8.94139e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23874 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25430 members 
Mstep: Class 8 contains 37577 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27459 members 
Mstep: Class 11 contains 87408 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 28910 members 
Mstep: Class 14 contains 25538 members 
Mstep: Class 15 contains 59569 members 
Mstep: Class 16 contains 4610 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15628 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413992.000000 Penalty: 175162.671875
Iteration 99Q: 23 clusters Score -8.941399e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23878 members 
Mstep: Class 4 contains 11757 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25429 members 
Mstep: Class 8 contains 37576 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27458 members 
Mstep: Class 11 contains 87408 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 28909 members 
Mstep: Class 14 contains 25541 members 
Mstep: Class 15 contains 59580 members 
Mstep: Class 16 contains 4613 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15617 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413944.000000 Penalty: 175162.671875
Iteration 100F: 23 clusters Score -8.941394e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25425 members 
Mstep: Class 8 contains 37573 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27458 members 
Mstep: Class 11 contains 87411 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 28909 members 
Mstep: Class 14 contains 25542 members 
Mstep: Class 15 contains 59588 members 
Mstep: Class 16 contains 4613 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15611 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413920.000000 Penalty: 175162.671875
Iteration 101Q: 23 clusters Score -8.941392e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25429 members 
Mstep: Class 8 contains 37571 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27457 members 
Mstep: Class 11 contains 87414 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 28909 members 
Mstep: Class 14 contains 25542 members 
Mstep: Class 15 contains 59601 members 
Mstep: Class 16 contains 4615 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15597 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413960.000000 Penalty: 175162.671875
Iteration 102Q: 23 clusters Score -8.941396e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25433 members 
Mstep: Class 8 contains 37570 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27451 members 
Mstep: Class 11 contains 87414 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28909 members 
Mstep: Class 14 contains 25543 members 
Mstep: Class 15 contains 59610 members 
Mstep: Class 16 contains 4616 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 15590 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413880.000000 Penalty: 175162.671875
Iteration 103Q: 23 clusters Score -8.941388e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 556 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 25437 members 
Mstep: Class 8 contains 37569 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27447 members 
Mstep: Class 11 contains 87416 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28907 members 
Mstep: Class 14 contains 25543 members 
Mstep: Class 15 contains 59618 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 18 contains 15583 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414000.000000 Penalty: 175162.671875
Iteration 104Q: 23 clusters Score -8.9414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 11759 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25440 members 
Mstep: Class 8 contains 37567 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27445 members 
Mstep: Class 11 contains 87417 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 28903 members 
Mstep: Class 14 contains 25543 members 
Mstep: Class 15 contains 59626 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15580 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413888.000000 Penalty: 175162.671875
Iteration 105Q: 23 clusters Score -8.941389e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 11759 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25440 members 
Mstep: Class 8 contains 37569 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27446 members 
Mstep: Class 11 contains 87419 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 28903 members 
Mstep: Class 14 contains 25541 members 
Mstep: Class 15 contains 59636 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15569 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413944.000000 Penalty: 175162.671875
Iteration 106Q: 23 clusters Score -8.941394e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 11759 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25444 members 
Mstep: Class 8 contains 37567 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27447 members 
Mstep: Class 11 contains 87419 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28903 members 
Mstep: Class 14 contains 25538 members 
Mstep: Class 15 contains 59640 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15565 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413840.000000 Penalty: 175162.671875
Iteration 107Q: 23 clusters Score -8.941384e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 11760 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25445 members 
Mstep: Class 8 contains 37569 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27447 members 
Mstep: Class 11 contains 87417 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28902 members 
Mstep: Class 14 contains 25536 members 
Mstep: Class 15 contains 59654 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15553 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413952.000000 Penalty: 175162.671875
Iteration 108Q: 23 clusters Score -8.941395e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 11761 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25441 members 
Mstep: Class 8 contains 37569 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27448 members 
Mstep: Class 11 contains 87416 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 28901 members 
Mstep: Class 14 contains 25535 members 
Mstep: Class 15 contains 59671 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15554 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413928.000000 Penalty: 175162.671875
Iteration 109Q: 23 clusters Score -8.941393e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23884 members 
Mstep: Class 4 contains 11764 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25439 members 
Mstep: Class 8 contains 37568 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27446 members 
Mstep: Class 11 contains 87412 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 28900 members 
Mstep: Class 14 contains 25533 members 
Mstep: Class 15 contains 59689 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15553 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413944.000000 Penalty: 175162.671875
Iteration 110Q: 23 clusters Score -8.941394e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23887 members 
Mstep: Class 4 contains 11767 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25433 members 
Mstep: Class 8 contains 37564 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27447 members 
Mstep: Class 11 contains 87413 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28898 members 
Mstep: Class 14 contains 25528 members 
Mstep: Class 15 contains 59699 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15556 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414008.000000 Penalty: 175162.671875
Iteration 111Q: 23 clusters Score -8.941401e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23891 members 
Mstep: Class 4 contains 11768 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25435 members 
Mstep: Class 8 contains 37561 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27444 members 
Mstep: Class 11 contains 87416 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28902 members 
Mstep: Class 14 contains 25525 members 
Mstep: Class 15 contains 59718 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15542 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414024.000000 Penalty: 175162.671875
Iteration 112Q: 23 clusters Score -8.941402e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 11769 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25444 members 
Mstep: Class 8 contains 37561 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27443 members 
Mstep: Class 11 contains 87419 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28902 members 
Mstep: Class 14 contains 25520 members 
Mstep: Class 15 contains 59732 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15531 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414016.000000 Penalty: 175162.671875
Iteration 113Q: 23 clusters Score -8.941402e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 11771 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25446 members 
Mstep: Class 8 contains 37560 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27442 members 
Mstep: Class 11 contains 87419 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28902 members 
Mstep: Class 14 contains 25520 members 
Mstep: Class 15 contains 59740 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15525 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414104.000000 Penalty: 175162.671875
Iteration 114Q: 23 clusters Score -8.94141e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 11774 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25444 members 
Mstep: Class 8 contains 37561 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27442 members 
Mstep: Class 11 contains 87417 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 28906 members 
Mstep: Class 14 contains 25518 members 
Mstep: Class 15 contains 59756 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15515 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414104.000000 Penalty: 175162.671875
Iteration 115Q: 23 clusters Score -8.94141e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79416 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23894 members 
Mstep: Class 4 contains 11777 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25439 members 
Mstep: Class 8 contains 37561 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27442 members 
Mstep: Class 11 contains 87415 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28906 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 59769 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15507 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414200.000000 Penalty: 175162.671875
Iteration 116Q: 23 clusters Score -8.94142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23895 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25441 members 
Mstep: Class 8 contains 37562 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27442 members 
Mstep: Class 11 contains 87413 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28904 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 59779 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15497 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414176.000000 Penalty: 175162.671875
Iteration 117Q: 23 clusters Score -8.941418e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23897 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25442 members 
Mstep: Class 8 contains 37560 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27442 members 
Mstep: Class 11 contains 87410 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28905 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 59788 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15489 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414096.000000 Penalty: 175162.671875
Iteration 118Q: 23 clusters Score -8.94141e+07 nChanged 50
Entering ConstructFrom: 
Score: -89414096.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (79405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Entering Unmasked Estep 
Score: -16427088.000000 Penalty: 6910.418457
	Iteration 0F: 2 clusters Score -1.642709e+07 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 39808 members 
Entering Unmasked Estep 
Score: -16372242.000000 Penalty: 13820.836914
	Iteration 0F: 3 clusters Score -1.637224e+07 nChanged 35790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -16391775.000000 Penalty: 13820.836914
	Iteration 1F: 3 clusters Score -1.639178e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -16392780.000000 Penalty: 13820.836914
	Iteration 2Q: 3 clusters Score -1.639278e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -16393612.000000 Penalty: 13820.836914
	Iteration 3Q: 3 clusters Score -1.639361e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -16394327.000000 Penalty: 13820.836914
	Iteration 4Q: 3 clusters Score -1.639433e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -16394995.000000 Penalty: 13820.836914
	Iteration 5Q: 3 clusters Score -1.6395e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -16395668.000000 Penalty: 13820.836914
	Iteration 6Q: 3 clusters Score -1.639567e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -16396530.000000 Penalty: 13820.836914
	Iteration 7Q: 3 clusters Score -1.639653e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -16397620.000000 Penalty: 13820.836914
	Iteration 8Q: 3 clusters Score -1.639762e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -16399090.000000 Penalty: 13820.836914
	Iteration 9Q: 3 clusters Score -1.639909e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -16400951.000000 Penalty: 13820.836914
	Iteration 10Q: 3 clusters Score -1.640095e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -16403226.000000 Penalty: 13820.836914
	Iteration 11Q: 3 clusters Score -1.640323e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -16405892.000000 Penalty: 13820.836914
	Iteration 12F: 3 clusters Score -1.640589e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -16408846.000000 Penalty: 13820.836914
	Iteration 13F: 3 clusters Score -1.640885e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -16411397.000000 Penalty: 13820.836914
	Iteration 14Q: 3 clusters Score -1.64114e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -16413694.000000 Penalty: 13820.836914
	Iteration 15Q: 3 clusters Score -1.641369e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -16415201.000000 Penalty: 13820.836914
	Iteration 16Q: 3 clusters Score -1.64152e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -16416142.000000 Penalty: 13820.836914
	Iteration 17Q: 3 clusters Score -1.641614e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -16416838.000000 Penalty: 13820.836914
	Iteration 18Q: 3 clusters Score -1.641684e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -16417326.000000 Penalty: 13820.836914
	Iteration 19Q: 3 clusters Score -1.641733e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -16417709.000000 Penalty: 13820.836914
	Iteration 20F: 3 clusters Score -1.641771e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -16418123.000000 Penalty: 13820.836914
	Iteration 21Q: 3 clusters Score -1.641812e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -16418544.000000 Penalty: 13820.836914
	Iteration 22Q: 3 clusters Score -1.641854e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -16418949.000000 Penalty: 13820.836914
	Iteration 23Q: 3 clusters Score -1.641895e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -16419280.000000 Penalty: 13820.836914
	Iteration 24Q: 3 clusters Score -1.641928e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -16419536.000000 Penalty: 13820.836914
	Iteration 25Q: 3 clusters Score -1.641954e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -16419704.000000 Penalty: 13820.836914
	Iteration 26Q: 3 clusters Score -1.64197e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -16419787.000000 Penalty: 13820.836914
	Iteration 27Q: 3 clusters Score -1.641979e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -16419897.000000 Penalty: 13820.836914
	Iteration 28Q: 3 clusters Score -1.64199e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -16420092.000000 Penalty: 13820.836914
	Iteration 29Q: 3 clusters Score -1.642009e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -16420120.000000 Penalty: 13820.836914
	Iteration 30Q: 3 clusters Score -1.642012e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -16420254.000000 Penalty: 13820.836914
	Iteration 31Q: 3 clusters Score -1.642025e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -16420289.000000 Penalty: 13820.836914
	Iteration 32Q: 3 clusters Score -1.642029e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -16420363.000000 Penalty: 13820.836914
	Iteration 33Q: 3 clusters Score -1.642036e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -16420467.000000 Penalty: 13820.836914
	Iteration 34Q: 3 clusters Score -1.642047e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -16420510.000000 Penalty: 13820.836914
	Iteration 35Q: 3 clusters Score -1.642051e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -16420588.000000 Penalty: 13820.836914
	Iteration 36Q: 3 clusters Score -1.642059e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -16420665.000000 Penalty: 13820.836914
	Iteration 37Q: 3 clusters Score -1.642066e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -16420726.000000 Penalty: 13820.836914
	Iteration 38Q: 3 clusters Score -1.642073e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -16420718.000000 Penalty: 13820.836914
	Iteration 39Q: 3 clusters Score -1.642072e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -16420786.000000 Penalty: 13820.836914
	Iteration 40F: 3 clusters Score -1.642079e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -16420806.000000 Penalty: 13820.836914
	Iteration 41Q: 3 clusters Score -1.642081e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -16420838.000000 Penalty: 13820.836914
	Iteration 42Q: 3 clusters Score -1.642084e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -16420861.000000 Penalty: 13820.836914
	Iteration 43Q: 3 clusters Score -1.642086e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -16420924.000000 Penalty: 13820.836914
	Iteration 44Q: 3 clusters Score -1.642092e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -16420949.000000 Penalty: 13820.836914
	Iteration 45Q: 3 clusters Score -1.642095e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -16420994.000000 Penalty: 13820.836914
	Iteration 46Q: 3 clusters Score -1.642099e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -16421022.000000 Penalty: 13820.836914
	Iteration 47Q: 3 clusters Score -1.642102e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -16421057.000000 Penalty: 13820.836914
	Iteration 48Q: 3 clusters Score -1.642106e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -16421095.000000 Penalty: 13820.836914
	Iteration 49Q: 3 clusters Score -1.64211e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -16421090.000000 Penalty: 13820.836914
	Iteration 50Q: 3 clusters Score -1.642109e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -16421149.000000 Penalty: 13820.836914
	Iteration 51Q: 3 clusters Score -1.642115e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -16421182.000000 Penalty: 13820.836914
	Iteration 52Q: 3 clusters Score -1.642118e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -16421228.000000 Penalty: 13820.836914
	Iteration 53Q: 3 clusters Score -1.642123e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -16421243.000000 Penalty: 13820.836914
	Iteration 54Q: 3 clusters Score -1.642124e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -16421249.000000 Penalty: 13820.836914
	Iteration 55Q: 3 clusters Score -1.642125e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -16421237.000000 Penalty: 13820.836914
	Iteration 56Q: 3 clusters Score -1.642124e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 70356 members 
Entering Unmasked Estep 
Score: -16421279.000000 Penalty: 13820.836914
	Iteration 57Q: 3 clusters Score -1.642128e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -16421320.000000 Penalty: 13820.836914
	Iteration 58Q: 3 clusters Score -1.642132e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -16421301.000000 Penalty: 13820.836914
	Iteration 59Q: 3 clusters Score -1.64213e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -16421321.000000 Penalty: 13820.836914
	Iteration 60F: 3 clusters Score -1.642132e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -16421331.000000 Penalty: 13820.836914
	Iteration 61Q: 3 clusters Score -1.642133e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 70720 members 
Entering Unmasked Estep 
Score: -16421332.000000 Penalty: 13820.836914
	Iteration 62Q: 3 clusters Score -1.642133e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -16421349.000000 Penalty: 13820.836914
	Iteration 63Q: 3 clusters Score -1.642135e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -16421358.000000 Penalty: 13820.836914
	Iteration 64Q: 3 clusters Score -1.642136e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -16421367.000000 Penalty: 13820.836914
	Iteration 65Q: 3 clusters Score -1.642137e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -16421360.000000 Penalty: 13820.836914
	Iteration 66Q: 3 clusters Score -1.642136e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -16421359.000000 Penalty: 13820.836914
	Iteration 67Q: 3 clusters Score -1.642136e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -16421342.000000 Penalty: 13820.836914
	Iteration 68Q: 3 clusters Score -1.642134e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -16421341.000000 Penalty: 13820.836914
	Iteration 69Q: 3 clusters Score -1.642134e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -16421346.000000 Penalty: 13820.836914
	Iteration 70Q: 3 clusters Score -1.642135e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -16421331.000000 Penalty: 13820.836914
	Iteration 71Q: 3 clusters Score -1.642133e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -16421330.000000 Penalty: 13820.836914
	Iteration 72Q: 3 clusters Score -1.642133e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -16421317.000000 Penalty: 13820.836914
	Iteration 73Q: 3 clusters Score -1.642132e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -16421362.000000 Penalty: 13820.836914
	Iteration 74Q: 3 clusters Score -1.642136e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -16421369.000000 Penalty: 13820.836914
	Iteration 75Q: 3 clusters Score -1.642137e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -16421403.000000 Penalty: 13820.836914
	Iteration 76Q: 3 clusters Score -1.64214e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -16421380.000000 Penalty: 13820.836914
	Iteration 77Q: 3 clusters Score -1.642138e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -16421403.000000 Penalty: 13820.836914
	Iteration 78Q: 3 clusters Score -1.64214e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -16421412.000000 Penalty: 13820.836914
	Iteration 79Q: 3 clusters Score -1.642141e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -16421423.000000 Penalty: 13820.836914
	Iteration 80F: 3 clusters Score -1.642142e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -16421463.000000 Penalty: 13820.836914
	Iteration 81Q: 3 clusters Score -1.642146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -16421463.000000 Penalty: 13820.836914
	Iteration 82Q: 3 clusters Score -1.642146e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -16421481.000000 Penalty: 13820.836914
	Iteration 83Q: 3 clusters Score -1.642148e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -16421508.000000 Penalty: 13820.836914
	Iteration 84Q: 3 clusters Score -1.642151e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -16421519.000000 Penalty: 13820.836914
	Iteration 85Q: 3 clusters Score -1.642152e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -16421519.000000 Penalty: 13820.836914
	Iteration 86Q: 3 clusters Score -1.642152e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -16421522.000000 Penalty: 13820.836914
	Iteration 87Q: 3 clusters Score -1.642152e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -16421530.000000 Penalty: 13820.836914
	Iteration 88Q: 3 clusters Score -1.642153e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -16421532.000000 Penalty: 13820.836914
	Iteration 89Q: 3 clusters Score -1.642153e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -16421543.000000 Penalty: 13820.836914
	Iteration 90Q: 3 clusters Score -1.642154e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -16421534.000000 Penalty: 13820.836914
	Iteration 91Q: 3 clusters Score -1.642153e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -16421575.000000 Penalty: 13820.836914
	Iteration 92Q: 3 clusters Score -1.642158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -16421571.000000 Penalty: 13820.836914
	Iteration 93Q: 3 clusters Score -1.642157e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -16421609.000000 Penalty: 13820.836914
	Iteration 94Q: 3 clusters Score -1.642161e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -16421591.000000 Penalty: 13820.836914
	Iteration 95Q: 3 clusters Score -1.642159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -16421595.000000 Penalty: 13820.836914
	Iteration 96Q: 3 clusters Score -1.64216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -16421602.000000 Penalty: 13820.836914
	Iteration 97Q: 3 clusters Score -1.64216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -16421584.000000 Penalty: 13820.836914
	Iteration 98Q: 3 clusters Score -1.642158e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -16421574.000000 Penalty: 13820.836914
	Iteration 99Q: 3 clusters Score -1.642157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -16421587.000000 Penalty: 13820.836914
	Iteration 100F: 3 clusters Score -1.642159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -16421574.000000 Penalty: 13820.836914
	Iteration 101Q: 3 clusters Score -1.642157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -16421608.000000 Penalty: 13820.836914
	Iteration 102Q: 3 clusters Score -1.642161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -16421624.000000 Penalty: 13820.836914
	Iteration 103Q: 3 clusters Score -1.642162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -16421648.000000 Penalty: 13820.836914
	Iteration 104Q: 3 clusters Score -1.642165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -16421641.000000 Penalty: 13820.836914
	Iteration 105Q: 3 clusters Score -1.642164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -16421650.000000 Penalty: 13820.836914
	Iteration 106Q: 3 clusters Score -1.642165e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -16421673.000000 Penalty: 13820.836914
	Iteration 107Q: 3 clusters Score -1.642167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -16421650.000000 Penalty: 13820.836914
	Iteration 108Q: 3 clusters Score -1.642165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -16421661.000000 Penalty: 13820.836914
	Iteration 109Q: 3 clusters Score -1.642166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -16421680.000000 Penalty: 13820.836914
	Iteration 110Q: 3 clusters Score -1.642168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -16421682.000000 Penalty: 13820.836914
	Iteration 111Q: 3 clusters Score -1.642168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -16421699.000000 Penalty: 13820.836914
	Iteration 112Q: 3 clusters Score -1.64217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -16421699.000000 Penalty: 13820.836914
	Iteration 113Q: 3 clusters Score -1.64217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -16421682.000000 Penalty: 13820.836914
	Iteration 114Q: 3 clusters Score -1.642168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -16421696.000000 Penalty: 13820.836914
	Iteration 115Q: 3 clusters Score -1.64217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -16421697.000000 Penalty: 13820.836914
	Iteration 116Q: 3 clusters Score -1.64217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -16421696.000000 Penalty: 13820.836914
	Iteration 117Q: 3 clusters Score -1.64217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -16421692.000000 Penalty: 13820.836914
	Iteration 118Q: 3 clusters Score -1.642169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -16421683.000000 Penalty: 13820.836914
	Iteration 119Q: 3 clusters Score -1.642168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -16421706.000000 Penalty: 13820.836914
	Iteration 120F: 3 clusters Score -1.642171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -16421716.000000 Penalty: 13820.836914
	Iteration 121Q: 3 clusters Score -1.642172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -16421718.000000 Penalty: 13820.836914
	Iteration 122Q: 3 clusters Score -1.642172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -16421720.000000 Penalty: 13820.836914
	Iteration 123Q: 3 clusters Score -1.642172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -16421714.000000 Penalty: 13820.836914
	Iteration 124Q: 3 clusters Score -1.642171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -16421718.000000 Penalty: 13820.836914
	Iteration 125Q: 3 clusters Score -1.642172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -16421719.000000 Penalty: 13820.836914
	Iteration 126Q: 3 clusters Score -1.642172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -16421717.000000 Penalty: 13820.836914
	Iteration 127Q: 3 clusters Score -1.642172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -16421721.000000 Penalty: 13820.836914
	Iteration 128Q: 3 clusters Score -1.642172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 73044 members 
Entering Unmasked Estep 
Score: -16421742.000000 Penalty: 13820.836914
	Iteration 129Q: 3 clusters Score -1.642174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -16421758.000000 Penalty: 13820.836914
	Iteration 130Q: 3 clusters Score -1.642176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -16421763.000000 Penalty: 13820.836914
	Iteration 131Q: 3 clusters Score -1.642176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -16421756.000000 Penalty: 13820.836914
	Iteration 132Q: 3 clusters Score -1.642176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -16421752.000000 Penalty: 13820.836914
	Iteration 133Q: 3 clusters Score -1.642175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 73112 members 
Entering Unmasked Estep 
Score: -16421742.000000 Penalty: 13820.836914
	Iteration 134Q: 3 clusters Score -1.642174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -16421757.000000 Penalty: 13820.836914
	Iteration 135Q: 3 clusters Score -1.642176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -16421759.000000 Penalty: 13820.836914
	Iteration 136Q: 3 clusters Score -1.642176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -16421770.000000 Penalty: 13820.836914
	Iteration 137Q: 3 clusters Score -1.642177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -16421776.000000 Penalty: 13820.836914
	Iteration 138Q: 3 clusters Score -1.642178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -16421776.000000 Penalty: 13820.836914
	Iteration 139Q: 3 clusters Score -1.642178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -16421766.000000 Penalty: 13820.836914
	Iteration 140F: 3 clusters Score -1.642177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -16421771.000000 Penalty: 13820.836914
	Iteration 141Q: 3 clusters Score -1.642177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 73175 members 
Entering Unmasked Estep 
Score: -16421770.000000 Penalty: 13820.836914
	Iteration 142Q: 3 clusters Score -1.642177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -16421771.000000 Penalty: 13820.836914
	Iteration 143Q: 3 clusters Score -1.642177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -16421782.000000 Penalty: 13820.836914
	Iteration 144Q: 3 clusters Score -1.642178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -16421790.000000 Penalty: 13820.836914
	Iteration 145Q: 3 clusters Score -1.642179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -16421800.000000 Penalty: 13820.836914
	Iteration 146Q: 3 clusters Score -1.64218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -16421783.000000 Penalty: 13820.836914
	Iteration 147Q: 3 clusters Score -1.642178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -16421790.000000 Penalty: 13820.836914
	Iteration 148Q: 3 clusters Score -1.642179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -16421795.000000 Penalty: 13820.836914
	Iteration 149Q: 3 clusters Score -1.64218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -16421780.000000 Penalty: 13820.836914
	Iteration 150Q: 3 clusters Score -1.642178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -16421794.000000 Penalty: 13820.836914
	Iteration 151Q: 3 clusters Score -1.642179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 73260 members 
Entering Unmasked Estep 
Score: -16421779.000000 Penalty: 13820.836914
	Iteration 152Q: 3 clusters Score -1.642178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -16421778.000000 Penalty: 13820.836914
	Iteration 153Q: 3 clusters Score -1.642178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -16421777.000000 Penalty: 13820.836914
	Iteration 154Q: 3 clusters Score -1.642178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -16421789.000000 Penalty: 13820.836914
	Iteration 155Q: 3 clusters Score -1.642179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -16421789.000000 Penalty: 13820.836914
	Iteration 156F: 3 clusters Score -1.642179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -215505.796875 Penalty: 4293.815918
	Iteration 0F: 2 clusters Score -215505.8 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 560 members 
Entering Unmasked Estep 
Score: -211220.656250 Penalty: 8587.631836
	Iteration 0F: 3 clusters Score -211220.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -211611.000000 Penalty: 8587.631836
	Iteration 1F: 3 clusters Score -211611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -211731.703125 Penalty: 8587.631836
	Iteration 2Q: 3 clusters Score -211731.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -211818.546875 Penalty: 8587.631836
	Iteration 3Q: 3 clusters Score -211818.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -211868.906250 Penalty: 8587.631836
	Iteration 4Q: 3 clusters Score -211868.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -211898.687500 Penalty: 8587.631836
	Iteration 5Q: 3 clusters Score -211898.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -211915.906250 Penalty: 8587.631836
	Iteration 6Q: 3 clusters Score -211915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -211934.906250 Penalty: 8587.631836
	Iteration 7Q: 3 clusters Score -211934.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -211960.515625 Penalty: 8587.631836
	Iteration 8Q: 3 clusters Score -211960.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -211974.593750 Penalty: 8587.631836
	Iteration 9Q: 3 clusters Score -211974.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -211996.515625 Penalty: 8587.631836
	Iteration 10Q: 3 clusters Score -211996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -212006.093750 Penalty: 8587.631836
	Iteration 11Q: 3 clusters Score -212006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -212014.250000 Penalty: 8587.631836
	Iteration 12Q: 3 clusters Score -212014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -212020.750000 Penalty: 8587.631836
	Iteration 13Q: 3 clusters Score -212020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -212022.812500 Penalty: 8587.631836
	Iteration 14Q: 3 clusters Score -212022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -212022.812500 Penalty: 8587.631836
	Iteration 15F: 3 clusters Score -212022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Entering Unmasked Estep 
Score: -4928892.500000 Penalty: 6175.026367
	Iteration 0F: 2 clusters Score -4928892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -4909938.000000 Penalty: 12350.052734
	Iteration 0F: 3 clusters Score -4909938 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -4915086.500000 Penalty: 12350.052734
	Iteration 1F: 3 clusters Score -4915086 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -4915882.000000 Penalty: 12350.052734
	Iteration 2F: 3 clusters Score -4915882 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4916459.000000 Penalty: 12350.052734
	Iteration 3F: 3 clusters Score -4916459 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -4916964.500000 Penalty: 12350.052734
	Iteration 4Q: 3 clusters Score -4916964 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -4917464.500000 Penalty: 12350.052734
	Iteration 5Q: 3 clusters Score -4917464 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4918007.000000 Penalty: 12350.052734
	Iteration 6Q: 3 clusters Score -4918007 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -4918529.500000 Penalty: 12350.052734
	Iteration 7Q: 3 clusters Score -4918530 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4919116.500000 Penalty: 12350.052734
	Iteration 8Q: 3 clusters Score -4919116 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -4919667.000000 Penalty: 12350.052734
	Iteration 9Q: 3 clusters Score -4919667 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4920172.000000 Penalty: 12350.052734
	Iteration 10Q: 3 clusters Score -4920172 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -4920638.500000 Penalty: 12350.052734
	Iteration 11Q: 3 clusters Score -4920638 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4921074.500000 Penalty: 12350.052734
	Iteration 12Q: 3 clusters Score -4921074 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -4921481.000000 Penalty: 12350.052734
	Iteration 13Q: 3 clusters Score -4921481 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4921888.500000 Penalty: 12350.052734
	Iteration 14Q: 3 clusters Score -4921888 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4922262.000000 Penalty: 12350.052734
	Iteration 15Q: 3 clusters Score -4922262 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4922546.000000 Penalty: 12350.052734
	Iteration 16Q: 3 clusters Score -4922546 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4922790.500000 Penalty: 12350.052734
	Iteration 17Q: 3 clusters Score -4922790 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4922993.000000 Penalty: 12350.052734
	Iteration 18Q: 3 clusters Score -4922993 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4923128.000000 Penalty: 12350.052734
	Iteration 19Q: 3 clusters Score -4923128 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4923241.500000 Penalty: 12350.052734
	Iteration 20F: 3 clusters Score -4923242 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4923308.500000 Penalty: 12350.052734
	Iteration 21Q: 3 clusters Score -4923308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4923369.500000 Penalty: 12350.052734
	Iteration 22Q: 3 clusters Score -4923370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4923416.000000 Penalty: 12350.052734
	Iteration 23Q: 3 clusters Score -4923416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4923452.500000 Penalty: 12350.052734
	Iteration 24Q: 3 clusters Score -4923452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4923498.500000 Penalty: 12350.052734
	Iteration 25Q: 3 clusters Score -4923498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4923529.500000 Penalty: 12350.052734
	Iteration 26Q: 3 clusters Score -4923530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4923560.000000 Penalty: 12350.052734
	Iteration 27Q: 3 clusters Score -4923560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4923593.000000 Penalty: 12350.052734
	Iteration 28Q: 3 clusters Score -4923593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4923614.000000 Penalty: 12350.052734
	Iteration 29Q: 3 clusters Score -4923614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4923635.000000 Penalty: 12350.052734
	Iteration 30Q: 3 clusters Score -4923635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4923650.000000 Penalty: 12350.052734
	Iteration 31Q: 3 clusters Score -4923650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4923673.000000 Penalty: 12350.052734
	Iteration 32Q: 3 clusters Score -4923673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4923684.000000 Penalty: 12350.052734
	Iteration 33Q: 3 clusters Score -4923684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4923699.500000 Penalty: 12350.052734
	Iteration 34Q: 3 clusters Score -4923700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4923712.000000 Penalty: 12350.052734
	Iteration 35Q: 3 clusters Score -4923712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4923729.500000 Penalty: 12350.052734
	Iteration 36Q: 3 clusters Score -4923730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4923734.000000 Penalty: 12350.052734
	Iteration 37Q: 3 clusters Score -4923734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4923745.500000 Penalty: 12350.052734
	Iteration 38Q: 3 clusters Score -4923746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4923742.500000 Penalty: 12350.052734
	Iteration 39Q: 3 clusters Score -4923742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4923761.000000 Penalty: 12350.052734
	Iteration 40F: 3 clusters Score -4923761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4923770.000000 Penalty: 12350.052734
	Iteration 41Q: 3 clusters Score -4923770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4923775.000000 Penalty: 12350.052734
	Iteration 42Q: 3 clusters Score -4923775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4923792.500000 Penalty: 12350.052734
	Iteration 43Q: 3 clusters Score -4923792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4923794.500000 Penalty: 12350.052734
	Iteration 44Q: 3 clusters Score -4923794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4923801.500000 Penalty: 12350.052734
	Iteration 45Q: 3 clusters Score -4923802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4923796.500000 Penalty: 12350.052734
	Iteration 46Q: 3 clusters Score -4923796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4923808.500000 Penalty: 12350.052734
	Iteration 47Q: 3 clusters Score -4923808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4923813.000000 Penalty: 12350.052734
	Iteration 48Q: 3 clusters Score -4923813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4923814.500000 Penalty: 12350.052734
	Iteration 49Q: 3 clusters Score -4923814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4923820.500000 Penalty: 12350.052734
	Iteration 50Q: 3 clusters Score -4923820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4923831.000000 Penalty: 12350.052734
	Iteration 51Q: 3 clusters Score -4923831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4923829.500000 Penalty: 12350.052734
	Iteration 52Q: 3 clusters Score -4923830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4923827.500000 Penalty: 12350.052734
	Iteration 53Q: 3 clusters Score -4923828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4923828.500000 Penalty: 12350.052734
	Iteration 54Q: 3 clusters Score -4923828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4923828.000000 Penalty: 12350.052734
	Iteration 55Q: 3 clusters Score -4923828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4923828.000000 Penalty: 12350.052734
	Iteration 56Q: 3 clusters Score -4923828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4923825.500000 Penalty: 12350.052734
	Iteration 57Q: 3 clusters Score -4923826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4923826.500000 Penalty: 12350.052734
	Iteration 58Q: 3 clusters Score -4923826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4923830.500000 Penalty: 12350.052734
	Iteration 59Q: 3 clusters Score -4923830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4923832.000000 Penalty: 12350.052734
	Iteration 60F: 3 clusters Score -4923832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Entering Unmasked Estep 
Score: -2386316.750000 Penalty: 5741.984375
	Iteration 0F: 2 clusters Score -2386317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2375177.000000 Penalty: 11483.968750
	Iteration 0F: 3 clusters Score -2375177 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2378101.750000 Penalty: 11483.968750
	Iteration 1F: 3 clusters Score -2378102 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2378991.500000 Penalty: 11483.968750
	Iteration 2F: 3 clusters Score -2378992 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2379645.000000 Penalty: 11483.968750
	Iteration 3F: 3 clusters Score -2379645 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2380150.500000 Penalty: 11483.968750
	Iteration 4F: 3 clusters Score -2380150 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2380577.250000 Penalty: 11483.968750
	Iteration 5F: 3 clusters Score -2380577 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2380943.250000 Penalty: 11483.968750
	Iteration 6Q: 3 clusters Score -2380943 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2381284.500000 Penalty: 11483.968750
	Iteration 7Q: 3 clusters Score -2381284 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2381613.000000 Penalty: 11483.968750
	Iteration 8Q: 3 clusters Score -2381613 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2381883.000000 Penalty: 11483.968750
	Iteration 9Q: 3 clusters Score -2381883 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2382092.500000 Penalty: 11483.968750
	Iteration 10Q: 3 clusters Score -2382092 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2382288.250000 Penalty: 11483.968750
	Iteration 11Q: 3 clusters Score -2382288 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2382431.750000 Penalty: 11483.968750
	Iteration 12Q: 3 clusters Score -2382432 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2382550.500000 Penalty: 11483.968750
	Iteration 13Q: 3 clusters Score -2382550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2382638.250000 Penalty: 11483.968750
	Iteration 14Q: 3 clusters Score -2382638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2382700.500000 Penalty: 11483.968750
	Iteration 15Q: 3 clusters Score -2382700 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2382758.750000 Penalty: 11483.968750
	Iteration 16Q: 3 clusters Score -2382759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2382792.500000 Penalty: 11483.968750
	Iteration 17Q: 3 clusters Score -2382792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2382841.250000 Penalty: 11483.968750
	Iteration 18Q: 3 clusters Score -2382841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2382872.750000 Penalty: 11483.968750
	Iteration 19Q: 3 clusters Score -2382873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2382908.500000 Penalty: 11483.968750
	Iteration 20F: 3 clusters Score -2382908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2382934.000000 Penalty: 11483.968750
	Iteration 21Q: 3 clusters Score -2382934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2382951.750000 Penalty: 11483.968750
	Iteration 22Q: 3 clusters Score -2382952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2382964.250000 Penalty: 11483.968750
	Iteration 23Q: 3 clusters Score -2382964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2382975.000000 Penalty: 11483.968750
	Iteration 24Q: 3 clusters Score -2382975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2382985.750000 Penalty: 11483.968750
	Iteration 25Q: 3 clusters Score -2382986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2382994.250000 Penalty: 11483.968750
	Iteration 26Q: 3 clusters Score -2382994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2383007.250000 Penalty: 11483.968750
	Iteration 27Q: 3 clusters Score -2383007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2383020.000000 Penalty: 11483.968750
	Iteration 28Q: 3 clusters Score -2383020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2383035.250000 Penalty: 11483.968750
	Iteration 29Q: 3 clusters Score -2383035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2383044.000000 Penalty: 11483.968750
	Iteration 30Q: 3 clusters Score -2383044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2383049.500000 Penalty: 11483.968750
	Iteration 31Q: 3 clusters Score -2383050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2383055.000000 Penalty: 11483.968750
	Iteration 32Q: 3 clusters Score -2383055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2383053.250000 Penalty: 11483.968750
	Iteration 33Q: 3 clusters Score -2383053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2383052.250000 Penalty: 11483.968750
	Iteration 34Q: 3 clusters Score -2383052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2383053.250000 Penalty: 11483.968750
	Iteration 35Q: 3 clusters Score -2383053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2383056.750000 Penalty: 11483.968750
	Iteration 36Q: 3 clusters Score -2383057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2383060.500000 Penalty: 11483.968750
	Iteration 37Q: 3 clusters Score -2383060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2383062.750000 Penalty: 11483.968750
	Iteration 38Q: 3 clusters Score -2383063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2383067.000000 Penalty: 11483.968750
	Iteration 39Q: 3 clusters Score -2383067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2383067.500000 Penalty: 11483.968750
	Iteration 40F: 3 clusters Score -2383068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2383070.500000 Penalty: 11483.968750
	Iteration 41Q: 3 clusters Score -2383070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2383069.750000 Penalty: 11483.968750
	Iteration 42Q: 3 clusters Score -2383070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2383069.500000 Penalty: 11483.968750
	Iteration 43Q: 3 clusters Score -2383070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2383069.500000 Penalty: 11483.968750
	Iteration 44F: 3 clusters Score -2383070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -104371.750000 Penalty: 3872.571045
	Iteration 0F: 2 clusters Score -104371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100963.796875 Penalty: 7745.142090
	Iteration 0F: 3 clusters Score -100963.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -101124.367188 Penalty: 7745.142090
	Iteration 1F: 3 clusters Score -101124.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -101174.687500 Penalty: 7745.142090
	Iteration 2Q: 3 clusters Score -101174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -101190.250000 Penalty: 7745.142090
	Iteration 3Q: 3 clusters Score -101190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -101199.859375 Penalty: 7745.142090
	Iteration 4Q: 3 clusters Score -101199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -101199.859375 Penalty: 7745.142090
	Iteration 5F: 3 clusters Score -101199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -376547.468750 Penalty: 4617.979980
	Iteration 0F: 2 clusters Score -376547.5 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 953 members 
Entering Unmasked Estep 
Score: -371649.093750 Penalty: 9235.959961
	Iteration 0F: 3 clusters Score -371649.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -372469.156250 Penalty: 9235.959961
	Iteration 1F: 3 clusters Score -372469.2 nChanged 144
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: -372829.468750 Penalty: 9235.959961
	Iteration 2F: 3 clusters Score -372829.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -373017.875000 Penalty: 9235.959961
	Iteration 3Q: 3 clusters Score -373017.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -373130.687500 Penalty: 9235.959961
	Iteration 4Q: 3 clusters Score -373130.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -373211.437500 Penalty: 9235.959961
	Iteration 5Q: 3 clusters Score -373211.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -373266.093750 Penalty: 9235.959961
	Iteration 6Q: 3 clusters Score -373266.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -373308.781250 Penalty: 9235.959961
	Iteration 7Q: 3 clusters Score -373308.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -373350.687500 Penalty: 9235.959961
	Iteration 8Q: 3 clusters Score -373350.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -373380.250000 Penalty: 9235.959961
	Iteration 9Q: 3 clusters Score -373380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -373395.093750 Penalty: 9235.959961
	Iteration 10Q: 3 clusters Score -373395.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -373411.593750 Penalty: 9235.959961
	Iteration 11Q: 3 clusters Score -373411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -373419.656250 Penalty: 9235.959961
	Iteration 12Q: 3 clusters Score -373419.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -373425.343750 Penalty: 9235.959961
	Iteration 13Q: 3 clusters Score -373425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -373432.750000 Penalty: 9235.959961
	Iteration 14Q: 3 clusters Score -373432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -373438.093750 Penalty: 9235.959961
	Iteration 15Q: 3 clusters Score -373438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -373440.906250 Penalty: 9235.959961
	Iteration 16Q: 3 clusters Score -373440.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -373440.906250 Penalty: 9235.959961
	Iteration 17F: 3 clusters Score -373440.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Entering Unmasked Estep 
Score: -4982226.500000 Penalty: 6213.006836
	Iteration 0F: 2 clusters Score -4982226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4962415.000000 Penalty: 12426.013672
	Iteration 0F: 3 clusters Score -4962415 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4968073.500000 Penalty: 12426.013672
	Iteration 1F: 3 clusters Score -4968074 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4968975.500000 Penalty: 12426.013672
	Iteration 2F: 3 clusters Score -4968976 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -4969760.500000 Penalty: 12426.013672
	Iteration 3F: 3 clusters Score -4969760 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -4970630.000000 Penalty: 12426.013672
	Iteration 4F: 3 clusters Score -4970630 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4971615.500000 Penalty: 12426.013672
	Iteration 5F: 3 clusters Score -4971616 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4972721.500000 Penalty: 12426.013672
	Iteration 6F: 3 clusters Score -4972722 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4973742.000000 Penalty: 12426.013672
	Iteration 7F: 3 clusters Score -4973742 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4974618.500000 Penalty: 12426.013672
	Iteration 8F: 3 clusters Score -4974618 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -4975250.500000 Penalty: 12426.013672
	Iteration 9Q: 3 clusters Score -4975250 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4975646.500000 Penalty: 12426.013672
	Iteration 10Q: 3 clusters Score -4975646 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -4975940.000000 Penalty: 12426.013672
	Iteration 11Q: 3 clusters Score -4975940 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -4976127.000000 Penalty: 12426.013672
	Iteration 12Q: 3 clusters Score -4976127 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4976263.000000 Penalty: 12426.013672
	Iteration 13Q: 3 clusters Score -4976263 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4976356.500000 Penalty: 12426.013672
	Iteration 14Q: 3 clusters Score -4976356 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4976432.000000 Penalty: 12426.013672
	Iteration 15Q: 3 clusters Score -4976432 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4976505.000000 Penalty: 12426.013672
	Iteration 16Q: 3 clusters Score -4976505 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4976580.500000 Penalty: 12426.013672
	Iteration 17Q: 3 clusters Score -4976580 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4976642.500000 Penalty: 12426.013672
	Iteration 18Q: 3 clusters Score -4976642 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4976728.000000 Penalty: 12426.013672
	Iteration 19Q: 3 clusters Score -4976728 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4976787.500000 Penalty: 12426.013672
	Iteration 20F: 3 clusters Score -4976788 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4976842.000000 Penalty: 12426.013672
	Iteration 21Q: 3 clusters Score -4976842 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -4976900.500000 Penalty: 12426.013672
	Iteration 22Q: 3 clusters Score -4976900 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -4976936.500000 Penalty: 12426.013672
	Iteration 23Q: 3 clusters Score -4976936 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4976960.500000 Penalty: 12426.013672
	Iteration 24Q: 3 clusters Score -4976960 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -4977004.500000 Penalty: 12426.013672
	Iteration 25Q: 3 clusters Score -4977004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4977027.500000 Penalty: 12426.013672
	Iteration 26Q: 3 clusters Score -4977028 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4977059.500000 Penalty: 12426.013672
	Iteration 27Q: 3 clusters Score -4977060 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4977075.000000 Penalty: 12426.013672
	Iteration 28Q: 3 clusters Score -4977075 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4977076.500000 Penalty: 12426.013672
	Iteration 29Q: 3 clusters Score -4977076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -4977086.000000 Penalty: 12426.013672
	Iteration 30Q: 3 clusters Score -4977086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4977087.500000 Penalty: 12426.013672
	Iteration 31Q: 3 clusters Score -4977088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4977083.000000 Penalty: 12426.013672
	Iteration 32Q: 3 clusters Score -4977083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4977089.000000 Penalty: 12426.013672
	Iteration 33Q: 3 clusters Score -4977089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4977103.000000 Penalty: 12426.013672
	Iteration 34Q: 3 clusters Score -4977103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4977108.000000 Penalty: 12426.013672
	Iteration 35Q: 3 clusters Score -4977108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4977105.500000 Penalty: 12426.013672
	Iteration 36Q: 3 clusters Score -4977106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4977114.000000 Penalty: 12426.013672
	Iteration 37Q: 3 clusters Score -4977114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4977115.000000 Penalty: 12426.013672
	Iteration 38Q: 3 clusters Score -4977115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4977122.500000 Penalty: 12426.013672
	Iteration 39Q: 3 clusters Score -4977122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4977116.500000 Penalty: 12426.013672
	Iteration 40F: 3 clusters Score -4977116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4977122.500000 Penalty: 12426.013672
	Iteration 41Q: 3 clusters Score -4977122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4977123.500000 Penalty: 12426.013672
	Iteration 42Q: 3 clusters Score -4977124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4977133.500000 Penalty: 12426.013672
	Iteration 43Q: 3 clusters Score -4977134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4977129.000000 Penalty: 12426.013672
	Iteration 44Q: 3 clusters Score -4977129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4977123.500000 Penalty: 12426.013672
	Iteration 45Q: 3 clusters Score -4977124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4977125.500000 Penalty: 12426.013672
	Iteration 46Q: 3 clusters Score -4977126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4977130.500000 Penalty: 12426.013672
	Iteration 47Q: 3 clusters Score -4977130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -4977122.000000 Penalty: 12426.013672
	Iteration 48Q: 3 clusters Score -4977122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4977131.000000 Penalty: 12426.013672
	Iteration 49Q: 3 clusters Score -4977131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4977140.000000 Penalty: 12426.013672
	Iteration 50Q: 3 clusters Score -4977140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4977143.500000 Penalty: 12426.013672
	Iteration 51Q: 3 clusters Score -4977144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4977145.500000 Penalty: 12426.013672
	Iteration 52Q: 3 clusters Score -4977146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4977141.000000 Penalty: 12426.013672
	Iteration 53Q: 3 clusters Score -4977141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4977140.000000 Penalty: 12426.013672
	Iteration 54Q: 3 clusters Score -4977140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4977160.500000 Penalty: 12426.013672
	Iteration 55Q: 3 clusters Score -4977160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4977156.500000 Penalty: 12426.013672
	Iteration 56Q: 3 clusters Score -4977156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4977162.000000 Penalty: 12426.013672
	Iteration 57Q: 3 clusters Score -4977162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -4977162.500000 Penalty: 12426.013672
	Iteration 58Q: 3 clusters Score -4977162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4977163.000000 Penalty: 12426.013672
	Iteration 59Q: 3 clusters Score -4977163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4977156.500000 Penalty: 12426.013672
	Iteration 60F: 3 clusters Score -4977156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4977152.000000 Penalty: 12426.013672
	Iteration 61Q: 3 clusters Score -4977152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4977160.000000 Penalty: 12426.013672
	Iteration 62Q: 3 clusters Score -4977160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4977164.000000 Penalty: 12426.013672
	Iteration 63Q: 3 clusters Score -4977164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4977169.500000 Penalty: 12426.013672
	Iteration 64Q: 3 clusters Score -4977170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4977168.000000 Penalty: 12426.013672
	Iteration 65Q: 3 clusters Score -4977168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4977167.500000 Penalty: 12426.013672
	Iteration 66Q: 3 clusters Score -4977168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4977167.500000 Penalty: 12426.013672
	Iteration 67Q: 3 clusters Score -4977168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4977175.500000 Penalty: 12426.013672
	Iteration 68Q: 3 clusters Score -4977176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -4977171.000000 Penalty: 12426.013672
	Iteration 69Q: 3 clusters Score -4977171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4977178.500000 Penalty: 12426.013672
	Iteration 70Q: 3 clusters Score -4977178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4977180.500000 Penalty: 12426.013672
	Iteration 71Q: 3 clusters Score -4977180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4977180.500000 Penalty: 12426.013672
	Iteration 72Q: 3 clusters Score -4977180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -4977183.500000 Penalty: 12426.013672
	Iteration 73Q: 3 clusters Score -4977184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4977182.000000 Penalty: 12426.013672
	Iteration 74Q: 3 clusters Score -4977182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4977188.000000 Penalty: 12426.013672
	Iteration 75Q: 3 clusters Score -4977188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4977190.500000 Penalty: 12426.013672
	Iteration 76Q: 3 clusters Score -4977190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4977201.500000 Penalty: 12426.013672
	Iteration 77Q: 3 clusters Score -4977202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4977185.000000 Penalty: 12426.013672
	Iteration 78Q: 3 clusters Score -4977185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4977178.000000 Penalty: 12426.013672
	Iteration 79Q: 3 clusters Score -4977178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4977198.000000 Penalty: 12426.013672
	Iteration 80F: 3 clusters Score -4977198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -4977194.500000 Penalty: 12426.013672
	Iteration 81Q: 3 clusters Score -4977194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4977204.000000 Penalty: 12426.013672
	Iteration 82Q: 3 clusters Score -4977204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -4977200.000000 Penalty: 12426.013672
	Iteration 83Q: 3 clusters Score -4977200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4977204.500000 Penalty: 12426.013672
	Iteration 84Q: 3 clusters Score -4977204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4977195.000000 Penalty: 12426.013672
	Iteration 85Q: 3 clusters Score -4977195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4977194.500000 Penalty: 12426.013672
	Iteration 86Q: 3 clusters Score -4977194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4977192.000000 Penalty: 12426.013672
	Iteration 87Q: 3 clusters Score -4977192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4977196.500000 Penalty: 12426.013672
	Iteration 88Q: 3 clusters Score -4977196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4977205.000000 Penalty: 12426.013672
	Iteration 89Q: 3 clusters Score -4977205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4977208.500000 Penalty: 12426.013672
	Iteration 90Q: 3 clusters Score -4977208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -4977209.500000 Penalty: 12426.013672
	Iteration 91Q: 3 clusters Score -4977210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4977207.500000 Penalty: 12426.013672
	Iteration 92Q: 3 clusters Score -4977208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -4977199.000000 Penalty: 12426.013672
	Iteration 93Q: 3 clusters Score -4977199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4977200.000000 Penalty: 12426.013672
	Iteration 94Q: 3 clusters Score -4977200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4977200.500000 Penalty: 12426.013672
	Iteration 95Q: 3 clusters Score -4977200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -4977208.500000 Penalty: 12426.013672
	Iteration 96Q: 3 clusters Score -4977208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4977212.000000 Penalty: 12426.013672
	Iteration 97Q: 3 clusters Score -4977212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4977208.000000 Penalty: 12426.013672
	Iteration 98Q: 3 clusters Score -4977208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4977208.000000 Penalty: 12426.013672
	Iteration 99F: 3 clusters Score -4977208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Entering Unmasked Estep 
Score: -7782557.000000 Penalty: 6451.920898
	Iteration 0F: 2 clusters Score -7782557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -7754826.000000 Penalty: 12903.841797
	Iteration 0F: 3 clusters Score -7754826 nChanged 16068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -7763314.000000 Penalty: 12903.841797
	Iteration 1F: 3 clusters Score -7763314 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -7764122.000000 Penalty: 12903.841797
	Iteration 2F: 3 clusters Score -7764122 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -7764731.000000 Penalty: 12903.841797
	Iteration 3Q: 3 clusters Score -7764731 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -7765212.500000 Penalty: 12903.841797
	Iteration 4Q: 3 clusters Score -7765212 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -7765646.500000 Penalty: 12903.841797
	Iteration 5Q: 3 clusters Score -7765646 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -7766047.500000 Penalty: 12903.841797
	Iteration 6Q: 3 clusters Score -7766048 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -7766439.000000 Penalty: 12903.841797
	Iteration 7Q: 3 clusters Score -7766439 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -7766801.000000 Penalty: 12903.841797
	Iteration 8Q: 3 clusters Score -7766801 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -7767236.500000 Penalty: 12903.841797
	Iteration 9Q: 3 clusters Score -7767236 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -7767689.500000 Penalty: 12903.841797
	Iteration 10Q: 3 clusters Score -7767690 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -7768241.500000 Penalty: 12903.841797
	Iteration 11Q: 3 clusters Score -7768242 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -7768903.500000 Penalty: 12903.841797
	Iteration 12Q: 3 clusters Score -7768904 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -7769643.500000 Penalty: 12903.841797
	Iteration 13Q: 3 clusters Score -7769644 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -7770531.000000 Penalty: 12903.841797
	Iteration 14Q: 3 clusters Score -7770531 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -7771547.500000 Penalty: 12903.841797
	Iteration 15Q: 3 clusters Score -7771548 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -7772691.500000 Penalty: 12903.841797
	Iteration 16Q: 3 clusters Score -7772692 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -7773794.000000 Penalty: 12903.841797
	Iteration 17Q: 3 clusters Score -7773794 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -7774702.500000 Penalty: 12903.841797
	Iteration 18Q: 3 clusters Score -7774702 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -7775345.500000 Penalty: 12903.841797
	Iteration 19Q: 3 clusters Score -7775346 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -7775777.500000 Penalty: 12903.841797
	Iteration 20F: 3 clusters Score -7775778 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -7776075.000000 Penalty: 12903.841797
	Iteration 21Q: 3 clusters Score -7776075 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -7776314.500000 Penalty: 12903.841797
	Iteration 22Q: 3 clusters Score -7776314 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -7776496.000000 Penalty: 12903.841797
	Iteration 23Q: 3 clusters Score -7776496 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -7776627.000000 Penalty: 12903.841797
	Iteration 24Q: 3 clusters Score -7776627 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -7776719.000000 Penalty: 12903.841797
	Iteration 25Q: 3 clusters Score -7776719 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -7776809.500000 Penalty: 12903.841797
	Iteration 26Q: 3 clusters Score -7776810 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -7776878.000000 Penalty: 12903.841797
	Iteration 27Q: 3 clusters Score -7776878 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -7776918.500000 Penalty: 12903.841797
	Iteration 28Q: 3 clusters Score -7776918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -7776980.000000 Penalty: 12903.841797
	Iteration 29Q: 3 clusters Score -7776980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -7777012.000000 Penalty: 12903.841797
	Iteration 30Q: 3 clusters Score -7777012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -7777033.000000 Penalty: 12903.841797
	Iteration 31Q: 3 clusters Score -7777033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -7777048.500000 Penalty: 12903.841797
	Iteration 32Q: 3 clusters Score -7777048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -7777075.000000 Penalty: 12903.841797
	Iteration 33Q: 3 clusters Score -7777075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -7777099.500000 Penalty: 12903.841797
	Iteration 34Q: 3 clusters Score -7777100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -7777118.500000 Penalty: 12903.841797
	Iteration 35Q: 3 clusters Score -7777118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -7777140.500000 Penalty: 12903.841797
	Iteration 36Q: 3 clusters Score -7777140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -7777151.000000 Penalty: 12903.841797
	Iteration 37Q: 3 clusters Score -7777151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -7777163.500000 Penalty: 12903.841797
	Iteration 38Q: 3 clusters Score -7777164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -7777169.500000 Penalty: 12903.841797
	Iteration 39Q: 3 clusters Score -7777170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -7777167.000000 Penalty: 12903.841797
	Iteration 40F: 3 clusters Score -7777167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -7777175.000000 Penalty: 12903.841797
	Iteration 41Q: 3 clusters Score -7777175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -7777187.000000 Penalty: 12903.841797
	Iteration 42Q: 3 clusters Score -7777187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -7777197.500000 Penalty: 12903.841797
	Iteration 43Q: 3 clusters Score -7777198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -7777206.500000 Penalty: 12903.841797
	Iteration 44Q: 3 clusters Score -7777206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -7777209.000000 Penalty: 12903.841797
	Iteration 45Q: 3 clusters Score -7777209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -7777206.000000 Penalty: 12903.841797
	Iteration 46Q: 3 clusters Score -7777206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -7777219.500000 Penalty: 12903.841797
	Iteration 47Q: 3 clusters Score -7777220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -7777240.000000 Penalty: 12903.841797
	Iteration 48Q: 3 clusters Score -7777240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -7777241.000000 Penalty: 12903.841797
	Iteration 49Q: 3 clusters Score -7777241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -7777240.000000 Penalty: 12903.841797
	Iteration 50Q: 3 clusters Score -7777240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -7777234.000000 Penalty: 12903.841797
	Iteration 51Q: 3 clusters Score -7777234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -7777244.000000 Penalty: 12903.841797
	Iteration 52Q: 3 clusters Score -7777244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -7777269.000000 Penalty: 12903.841797
	Iteration 53Q: 3 clusters Score -7777269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -7777267.000000 Penalty: 12903.841797
	Iteration 54Q: 3 clusters Score -7777267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -7777275.500000 Penalty: 12903.841797
	Iteration 55Q: 3 clusters Score -7777276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -7777278.000000 Penalty: 12903.841797
	Iteration 56Q: 3 clusters Score -7777278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -7777279.500000 Penalty: 12903.841797
	Iteration 57Q: 3 clusters Score -7777280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -7777282.500000 Penalty: 12903.841797
	Iteration 58Q: 3 clusters Score -7777282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -7777282.500000 Penalty: 12903.841797
	Iteration 59Q: 3 clusters Score -7777282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -7777278.500000 Penalty: 12903.841797
	Iteration 60F: 3 clusters Score -7777278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -7777274.000000 Penalty: 12903.841797
	Iteration 61Q: 3 clusters Score -7777274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -7777270.000000 Penalty: 12903.841797
	Iteration 62Q: 3 clusters Score -7777270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -7777271.000000 Penalty: 12903.841797
	Iteration 63Q: 3 clusters Score -7777271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -7777271.000000 Penalty: 12903.841797
	Iteration 64F: 3 clusters Score -7777271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -131061.968750 Penalty: 4052.339844
	Iteration 0F: 2 clusters Score -131062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -127306.226562 Penalty: 8104.679688
	Iteration 0F: 3 clusters Score -127306.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -127622.234375 Penalty: 8104.679688
	Iteration 1F: 3 clusters Score -127622.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -127810.234375 Penalty: 8104.679688
	Iteration 2Q: 3 clusters Score -127810.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -127920.921875 Penalty: 8104.679688
	Iteration 3Q: 3 clusters Score -127920.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -128062.554688 Penalty: 8104.679688
	Iteration 4Q: 3 clusters Score -128062.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -128194.125000 Penalty: 8104.679688
	Iteration 5Q: 3 clusters Score -128194.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -128334.914062 Penalty: 8104.679688
	Iteration 6Q: 3 clusters Score -128334.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -128441.507812 Penalty: 8104.679688
	Iteration 7Q: 3 clusters Score -128441.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -128518.843750 Penalty: 8104.679688
	Iteration 8Q: 3 clusters Score -128518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -128591.515625 Penalty: 8104.679688
	Iteration 9Q: 3 clusters Score -128591.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -128694.656250 Penalty: 8104.679688
	Iteration 10Q: 3 clusters Score -128694.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -128814.296875 Penalty: 8104.679688
	Iteration 11Q: 3 clusters Score -128814.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -128877.625000 Penalty: 8104.679688
	Iteration 12Q: 3 clusters Score -128877.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -128910.992188 Penalty: 8104.679688
	Iteration 13Q: 3 clusters Score -128911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -128939.718750 Penalty: 8104.679688
	Iteration 14Q: 3 clusters Score -128939.7 nChanged 2
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: -128948.843750 Penalty: 8104.679688
	Iteration 15Q: 3 clusters Score -128948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -128975.109375 Penalty: 8104.679688
	Iteration 16Q: 3 clusters Score -128975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -128983.695312 Penalty: 8104.679688
	Iteration 17Q: 3 clusters Score -128983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -128986.804688 Penalty: 8104.679688
	Iteration 18Q: 3 clusters Score -128986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -128990.898438 Penalty: 8104.679688
	Iteration 19Q: 3 clusters Score -128990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -128997.734375 Penalty: 8104.679688
	Iteration 20F: 3 clusters Score -128997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -129012.335938 Penalty: 8104.679688
	Iteration 21Q: 3 clusters Score -129012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -129021.742188 Penalty: 8104.679688
	Iteration 22Q: 3 clusters Score -129021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -129039.710938 Penalty: 8104.679688
	Iteration 23Q: 3 clusters Score -129039.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -129070.242188 Penalty: 8104.679688
	Iteration 24Q: 3 clusters Score -129070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -129079.640625 Penalty: 8104.679688
	Iteration 25Q: 3 clusters Score -129079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -129084.648438 Penalty: 8104.679688
	Iteration 26Q: 3 clusters Score -129084.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -129084.648438 Penalty: 8104.679688
	Iteration 27F: 3 clusters Score -129084.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Entering Unmasked Estep 
Score: -5693441.000000 Penalty: 6259.579102
	Iteration 0F: 2 clusters Score -5693441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -5672189.500000 Penalty: 12519.158203
	Iteration 0F: 3 clusters Score -5672190 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -5678361.000000 Penalty: 12519.158203
	Iteration 1F: 3 clusters Score -5678361 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -5679092.000000 Penalty: 12519.158203
	Iteration 2F: 3 clusters Score -5679092 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -5679574.000000 Penalty: 12519.158203
	Iteration 3Q: 3 clusters Score -5679574 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -5679969.500000 Penalty: 12519.158203
	Iteration 4Q: 3 clusters Score -5679970 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -5680364.000000 Penalty: 12519.158203
	Iteration 5Q: 3 clusters Score -5680364 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5680697.500000 Penalty: 12519.158203
	Iteration 6Q: 3 clusters Score -5680698 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -5681098.500000 Penalty: 12519.158203
	Iteration 7Q: 3 clusters Score -5681098 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -5681518.000000 Penalty: 12519.158203
	Iteration 8Q: 3 clusters Score -5681518 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -5682039.000000 Penalty: 12519.158203
	Iteration 9Q: 3 clusters Score -5682039 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -5682842.000000 Penalty: 12519.158203
	Iteration 10Q: 3 clusters Score -5682842 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -5683840.000000 Penalty: 12519.158203
	Iteration 11Q: 3 clusters Score -5683840 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -5684744.500000 Penalty: 12519.158203
	Iteration 12Q: 3 clusters Score -5684744 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -5685569.000000 Penalty: 12519.158203
	Iteration 13Q: 3 clusters Score -5685569 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -5686350.500000 Penalty: 12519.158203
	Iteration 14Q: 3 clusters Score -5686350 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -5687187.000000 Penalty: 12519.158203
	Iteration 15Q: 3 clusters Score -5687187 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -5687987.000000 Penalty: 12519.158203
	Iteration 16Q: 3 clusters Score -5687987 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -5688793.500000 Penalty: 12519.158203
	Iteration 17Q: 3 clusters Score -5688794 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -5689711.500000 Penalty: 12519.158203
	Iteration 18Q: 3 clusters Score -5689712 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -5690621.500000 Penalty: 12519.158203
	Iteration 19Q: 3 clusters Score -5690622 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -5691500.000000 Penalty: 12519.158203
	Iteration 20F: 3 clusters Score -5691500 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -5692117.000000 Penalty: 12519.158203
	Iteration 21Q: 3 clusters Score -5692117 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -5692524.000000 Penalty: 12519.158203
	Iteration 22Q: 3 clusters Score -5692524 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -5692798.000000 Penalty: 12519.158203
	Iteration 23Q: 3 clusters Score -5692798 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -5692983.000000 Penalty: 12519.158203
	Iteration 24Q: 3 clusters Score -5692983 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -5693093.000000 Penalty: 12519.158203
	Iteration 25Q: 3 clusters Score -5693093 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5693184.000000 Penalty: 12519.158203
	Iteration 26Q: 3 clusters Score -5693184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5693233.000000 Penalty: 12519.158203
	Iteration 27Q: 3 clusters Score -5693233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -5693226.000000 Penalty: 12519.158203
	Iteration 28Q: 3 clusters Score -5693226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5693265.500000 Penalty: 12519.158203
	Iteration 29Q: 3 clusters Score -5693266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -5693276.000000 Penalty: 12519.158203
	Iteration 30Q: 3 clusters Score -5693276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -5693296.000000 Penalty: 12519.158203
	Iteration 31Q: 3 clusters Score -5693296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -5693302.000000 Penalty: 12519.158203
	Iteration 32Q: 3 clusters Score -5693302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5693314.500000 Penalty: 12519.158203
	Iteration 33Q: 3 clusters Score -5693314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5693331.000000 Penalty: 12519.158203
	Iteration 34Q: 3 clusters Score -5693331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5693324.000000 Penalty: 12519.158203
	Iteration 35Q: 3 clusters Score -5693324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5693326.000000 Penalty: 12519.158203
	Iteration 36Q: 3 clusters Score -5693326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -5693323.000000 Penalty: 12519.158203
	Iteration 37Q: 3 clusters Score -5693323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -5693328.500000 Penalty: 12519.158203
	Iteration 38Q: 3 clusters Score -5693328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -5693328.000000 Penalty: 12519.158203
	Iteration 39Q: 3 clusters Score -5693328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5693322.500000 Penalty: 12519.158203
	Iteration 40F: 3 clusters Score -5693322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5693323.000000 Penalty: 12519.158203
	Iteration 41Q: 3 clusters Score -5693323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5693319.000000 Penalty: 12519.158203
	Iteration 42Q: 3 clusters Score -5693319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5693320.500000 Penalty: 12519.158203
	Iteration 43Q: 3 clusters Score -5693320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5693320.500000 Penalty: 12519.158203
	Iteration 44F: 3 clusters Score -5693320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Entering Unmasked Estep 
Score: -17959888.000000 Penalty: 6969.220215
	Iteration 0F: 2 clusters Score -1.795989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -17899974.000000 Penalty: 13938.440430
	Iteration 0F: 3 clusters Score -1.789997e+07 nChanged 39608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -17921396.000000 Penalty: 13938.440430
	Iteration 1F: 3 clusters Score -1.79214e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -17922442.000000 Penalty: 13938.440430
	Iteration 2Q: 3 clusters Score -1.792244e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -17923414.000000 Penalty: 13938.440430
	Iteration 3Q: 3 clusters Score -1.792341e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -17924312.000000 Penalty: 13938.440430
	Iteration 4Q: 3 clusters Score -1.792431e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -17925222.000000 Penalty: 13938.440430
	Iteration 5Q: 3 clusters Score -1.792522e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -17926480.000000 Penalty: 13938.440430
	Iteration 6Q: 3 clusters Score -1.792648e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -17928242.000000 Penalty: 13938.440430
	Iteration 7Q: 3 clusters Score -1.792824e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -17930610.000000 Penalty: 13938.440430
	Iteration 8Q: 3 clusters Score -1.793061e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -17933846.000000 Penalty: 13938.440430
	Iteration 9F: 3 clusters Score -1.793385e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -17937704.000000 Penalty: 13938.440430
	Iteration 10F: 3 clusters Score -1.79377e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -17942256.000000 Penalty: 13938.440430
	Iteration 11F: 3 clusters Score -1.794226e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -17946530.000000 Penalty: 13938.440430
	Iteration 12F: 3 clusters Score -1.794653e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -17949642.000000 Penalty: 13938.440430
	Iteration 13Q: 3 clusters Score -1.794964e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -17951436.000000 Penalty: 13938.440430
	Iteration 14Q: 3 clusters Score -1.795144e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -17952410.000000 Penalty: 13938.440430
	Iteration 15Q: 3 clusters Score -1.795241e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -17952920.000000 Penalty: 13938.440430
	Iteration 16Q: 3 clusters Score -1.795292e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86030 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17953208.000000 Penalty: 13938.440430
	Iteration 17Q: 3 clusters Score -1.795321e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -17953410.000000 Penalty: 13938.440430
	Iteration 18Q: 3 clusters Score -1.795341e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -17953540.000000 Penalty: 13938.440430
	Iteration 19Q: 3 clusters Score -1.795354e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -17953646.000000 Penalty: 13938.440430
	Iteration 20F: 3 clusters Score -1.795365e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -17953696.000000 Penalty: 13938.440430
	Iteration 21Q: 3 clusters Score -1.79537e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17953714.000000 Penalty: 13938.440430
	Iteration 22Q: 3 clusters Score -1.795371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17953738.000000 Penalty: 13938.440430
	Iteration 23Q: 3 clusters Score -1.795374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -17953762.000000 Penalty: 13938.440430
	Iteration 24Q: 3 clusters Score -1.795376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -17953764.000000 Penalty: 13938.440430
	Iteration 25Q: 3 clusters Score -1.795376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -17953792.000000 Penalty: 13938.440430
	Iteration 26Q: 3 clusters Score -1.795379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -17953786.000000 Penalty: 13938.440430
	Iteration 27Q: 3 clusters Score -1.795379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -17953784.000000 Penalty: 13938.440430
	Iteration 28Q: 3 clusters Score -1.795378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -17953800.000000 Penalty: 13938.440430
	Iteration 29Q: 3 clusters Score -1.79538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -17953810.000000 Penalty: 13938.440430
	Iteration 30Q: 3 clusters Score -1.795381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -17953802.000000 Penalty: 13938.440430
	Iteration 31Q: 3 clusters Score -1.79538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -17953822.000000 Penalty: 13938.440430
	Iteration 32Q: 3 clusters Score -1.795382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17953812.000000 Penalty: 13938.440430
	Iteration 33Q: 3 clusters Score -1.795381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17953824.000000 Penalty: 13938.440430
	Iteration 34Q: 3 clusters Score -1.795382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -17953830.000000 Penalty: 13938.440430
	Iteration 35Q: 3 clusters Score -1.795383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17953824.000000 Penalty: 13938.440430
	Iteration 36Q: 3 clusters Score -1.795382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -17953836.000000 Penalty: 13938.440430
	Iteration 37Q: 3 clusters Score -1.795384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -17953836.000000 Penalty: 13938.440430
	Iteration 38F: 3 clusters Score -1.795384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Entering Unmasked Estep 
Score: -1492606.125000 Penalty: 5462.345215
	Iteration 0F: 2 clusters Score -1492606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1483935.250000 Penalty: 10924.690430
	Iteration 0F: 3 clusters Score -1483935 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1485592.500000 Penalty: 10924.690430
	Iteration 1F: 3 clusters Score -1485592 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1485958.625000 Penalty: 10924.690430
	Iteration 2F: 3 clusters Score -1485959 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1486153.250000 Penalty: 10924.690430
	Iteration 3Q: 3 clusters Score -1486153 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1486303.625000 Penalty: 10924.690430
	Iteration 4Q: 3 clusters Score -1486304 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1486416.875000 Penalty: 10924.690430
	Iteration 5Q: 3 clusters Score -1486417 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1486490.500000 Penalty: 10924.690430
	Iteration 6Q: 3 clusters Score -1486490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1486555.875000 Penalty: 10924.690430
	Iteration 7Q: 3 clusters Score -1486556 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1486604.875000 Penalty: 10924.690430
	Iteration 8Q: 3 clusters Score -1486605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1486634.750000 Penalty: 10924.690430
	Iteration 9Q: 3 clusters Score -1486635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1486662.625000 Penalty: 10924.690430
	Iteration 10Q: 3 clusters Score -1486663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1486696.750000 Penalty: 10924.690430
	Iteration 11Q: 3 clusters Score -1486697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1486728.000000 Penalty: 10924.690430
	Iteration 12Q: 3 clusters Score -1486728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1486757.500000 Penalty: 10924.690430
	Iteration 13Q: 3 clusters Score -1486758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1486773.125000 Penalty: 10924.690430
	Iteration 14Q: 3 clusters Score -1486773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1486796.875000 Penalty: 10924.690430
	Iteration 15Q: 3 clusters Score -1486797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1486815.250000 Penalty: 10924.690430
	Iteration 16Q: 3 clusters Score -1486815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1486831.750000 Penalty: 10924.690430
	Iteration 17Q: 3 clusters Score -1486832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1486842.125000 Penalty: 10924.690430
	Iteration 18Q: 3 clusters Score -1486842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1486860.375000 Penalty: 10924.690430
	Iteration 19Q: 3 clusters Score -1486860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1486873.875000 Penalty: 10924.690430
	Iteration 20F: 3 clusters Score -1486874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1486881.750000 Penalty: 10924.690430
	Iteration 21Q: 3 clusters Score -1486882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1486888.500000 Penalty: 10924.690430
	Iteration 22Q: 3 clusters Score -1486888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1486894.375000 Penalty: 10924.690430
	Iteration 23Q: 3 clusters Score -1486894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1486902.000000 Penalty: 10924.690430
	Iteration 24Q: 3 clusters Score -1486902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1486913.500000 Penalty: 10924.690430
	Iteration 25Q: 3 clusters Score -1486914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1486921.250000 Penalty: 10924.690430
	Iteration 26Q: 3 clusters Score -1486921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1486928.750000 Penalty: 10924.690430
	Iteration 27Q: 3 clusters Score -1486929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1486943.375000 Penalty: 10924.690430
	Iteration 28Q: 3 clusters Score -1486943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1486947.125000 Penalty: 10924.690430
	Iteration 29Q: 3 clusters Score -1486947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1486957.250000 Penalty: 10924.690430
	Iteration 30Q: 3 clusters Score -1486957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1486960.375000 Penalty: 10924.690430
	Iteration 31Q: 3 clusters Score -1486960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1486961.750000 Penalty: 10924.690430
	Iteration 32Q: 3 clusters Score -1486962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1486964.000000 Penalty: 10924.690430
	Iteration 33Q: 3 clusters Score -1486964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1486965.750000 Penalty: 10924.690430
	Iteration 34Q: 3 clusters Score -1486966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1486969.500000 Penalty: 10924.690430
	Iteration 35Q: 3 clusters Score -1486970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1486972.750000 Penalty: 10924.690430
	Iteration 36Q: 3 clusters Score -1486973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1486975.375000 Penalty: 10924.690430
	Iteration 37Q: 3 clusters Score -1486975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1486984.125000 Penalty: 10924.690430
	Iteration 38Q: 3 clusters Score -1486984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1486984.125000 Penalty: 10924.690430
	Iteration 39Q: 3 clusters Score -1486984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1486982.250000 Penalty: 10924.690430
	Iteration 40F: 3 clusters Score -1486982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1486982.500000 Penalty: 10924.690430
	Iteration 41Q: 3 clusters Score -1486982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1486984.000000 Penalty: 10924.690430
	Iteration 42Q: 3 clusters Score -1486984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1486986.875000 Penalty: 10924.690430
	Iteration 43Q: 3 clusters Score -1486987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1486989.250000 Penalty: 10924.690430
	Iteration 44Q: 3 clusters Score -1486989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1486987.000000 Penalty: 10924.690430
	Iteration 45Q: 3 clusters Score -1486987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1486986.875000 Penalty: 10924.690430
	Iteration 46Q: 3 clusters Score -1486987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1486990.375000 Penalty: 10924.690430
	Iteration 47Q: 3 clusters Score -1486990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1486994.875000 Penalty: 10924.690430
	Iteration 48Q: 3 clusters Score -1486995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1486998.125000 Penalty: 10924.690430
	Iteration 49Q: 3 clusters Score -1486998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1487002.625000 Penalty: 10924.690430
	Iteration 50Q: 3 clusters Score -1487003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1487005.500000 Penalty: 10924.690430
	Iteration 51Q: 3 clusters Score -1487006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1487003.500000 Penalty: 10924.690430
	Iteration 52Q: 3 clusters Score -1487004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1487007.000000 Penalty: 10924.690430
	Iteration 53Q: 3 clusters Score -1487007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1487008.500000 Penalty: 10924.690430
	Iteration 54Q: 3 clusters Score -1487008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1487009.625000 Penalty: 10924.690430
	Iteration 55Q: 3 clusters Score -1487010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1487007.875000 Penalty: 10924.690430
	Iteration 56Q: 3 clusters Score -1487008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1487011.125000 Penalty: 10924.690430
	Iteration 57Q: 3 clusters Score -1487011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1487014.125000 Penalty: 10924.690430
	Iteration 58Q: 3 clusters Score -1487014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1487016.375000 Penalty: 10924.690430
	Iteration 59Q: 3 clusters Score -1487016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1487016.750000 Penalty: 10924.690430
	Iteration 60F: 3 clusters Score -1487017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1487017.375000 Penalty: 10924.690430
	Iteration 61Q: 3 clusters Score -1487017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1487018.625000 Penalty: 10924.690430
	Iteration 62Q: 3 clusters Score -1487019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1487018.625000 Penalty: 10924.690430
	Iteration 63Q: 3 clusters Score -1487019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1487018.625000 Penalty: 10924.690430
	Iteration 64F: 3 clusters Score -1487019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Entering Unmasked Estep 
Score: -5902000.000000 Penalty: 6291.501465
	Iteration 0F: 2 clusters Score -5902000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -5879845.500000 Penalty: 12583.002930
	Iteration 0F: 3 clusters Score -5879846 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -5886261.500000 Penalty: 12583.002930
	Iteration 1F: 3 clusters Score -5886262 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -5886991.500000 Penalty: 12583.002930
	Iteration 2F: 3 clusters Score -5886992 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5887752.000000 Penalty: 12583.002930
	Iteration 3F: 3 clusters Score -5887752 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -5888680.500000 Penalty: 12583.002930
	Iteration 4Q: 3 clusters Score -5888680 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -5890127.500000 Penalty: 12583.002930
	Iteration 5F: 3 clusters Score -5890128 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -5892117.000000 Penalty: 12583.002930
	Iteration 6F: 3 clusters Score -5892117 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -5894392.500000 Penalty: 12583.002930
	Iteration 7F: 3 clusters Score -5894392 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -5896374.000000 Penalty: 12583.002930
	Iteration 8F: 3 clusters Score -5896374 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -5897876.500000 Penalty: 12583.002930
	Iteration 9F: 3 clusters Score -5897876 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -5898881.000000 Penalty: 12583.002930
	Iteration 10Q: 3 clusters Score -5898881 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -5899581.500000 Penalty: 12583.002930
	Iteration 11Q: 3 clusters Score -5899582 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -5900066.000000 Penalty: 12583.002930
	Iteration 12Q: 3 clusters Score -5900066 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5900434.000000 Penalty: 12583.002930
	Iteration 13Q: 3 clusters Score -5900434 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5900694.000000 Penalty: 12583.002930
	Iteration 14Q: 3 clusters Score -5900694 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -5900904.500000 Penalty: 12583.002930
	Iteration 15Q: 3 clusters Score -5900904 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5901022.500000 Penalty: 12583.002930
	Iteration 16Q: 3 clusters Score -5901022 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -5901087.500000 Penalty: 12583.002930
	Iteration 17Q: 3 clusters Score -5901088 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5901138.500000 Penalty: 12583.002930
	Iteration 18Q: 3 clusters Score -5901138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -5901201.500000 Penalty: 12583.002930
	Iteration 19Q: 3 clusters Score -5901202 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -5901251.000000 Penalty: 12583.002930
	Iteration 20F: 3 clusters Score -5901251 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5901274.500000 Penalty: 12583.002930
	Iteration 21Q: 3 clusters Score -5901274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -5901293.500000 Penalty: 12583.002930
	Iteration 22Q: 3 clusters Score -5901294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -5901311.000000 Penalty: 12583.002930
	Iteration 23Q: 3 clusters Score -5901311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5901320.000000 Penalty: 12583.002930
	Iteration 24Q: 3 clusters Score -5901320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -5901330.500000 Penalty: 12583.002930
	Iteration 25Q: 3 clusters Score -5901330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -5901326.500000 Penalty: 12583.002930
	Iteration 26Q: 3 clusters Score -5901326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5901342.000000 Penalty: 12583.002930
	Iteration 27Q: 3 clusters Score -5901342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5901347.000000 Penalty: 12583.002930
	Iteration 28Q: 3 clusters Score -5901347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -5901361.000000 Penalty: 12583.002930
	Iteration 29Q: 3 clusters Score -5901361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5901367.000000 Penalty: 12583.002930
	Iteration 30Q: 3 clusters Score -5901367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5901360.500000 Penalty: 12583.002930
	Iteration 31Q: 3 clusters Score -5901360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5901363.500000 Penalty: 12583.002930
	Iteration 32Q: 3 clusters Score -5901364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5901356.500000 Penalty: 12583.002930
	Iteration 33Q: 3 clusters Score -5901356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5901370.000000 Penalty: 12583.002930
	Iteration 34Q: 3 clusters Score -5901370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -5901369.500000 Penalty: 12583.002930
	Iteration 35Q: 3 clusters Score -5901370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5901361.000000 Penalty: 12583.002930
	Iteration 36Q: 3 clusters Score -5901361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5901373.500000 Penalty: 12583.002930
	Iteration 37Q: 3 clusters Score -5901374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5901368.500000 Penalty: 12583.002930
	Iteration 38Q: 3 clusters Score -5901368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -5901368.500000 Penalty: 12583.002930
	Iteration 39Q: 3 clusters Score -5901368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5901372.500000 Penalty: 12583.002930
	Iteration 40F: 3 clusters Score -5901372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5901375.000000 Penalty: 12583.002930
	Iteration 41Q: 3 clusters Score -5901375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5901378.000000 Penalty: 12583.002930
	Iteration 42Q: 3 clusters Score -5901378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5901377.000000 Penalty: 12583.002930
	Iteration 43Q: 3 clusters Score -5901377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5901380.000000 Penalty: 12583.002930
	Iteration 44Q: 3 clusters Score -5901380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5901378.500000 Penalty: 12583.002930
	Iteration 45Q: 3 clusters Score -5901378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5901379.000000 Penalty: 12583.002930
	Iteration 46Q: 3 clusters Score -5901379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5901380.000000 Penalty: 12583.002930
	Iteration 47Q: 3 clusters Score -5901380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -5901376.000000 Penalty: 12583.002930
	Iteration 48Q: 3 clusters Score -5901376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5901380.000000 Penalty: 12583.002930
	Iteration 49Q: 3 clusters Score -5901380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5901380.000000 Penalty: 12583.002930
	Iteration 50F: 3 clusters Score -5901380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Entering Unmasked Estep 
Score: -5247698.000000 Penalty: 6215.075195
	Iteration 0F: 2 clusters Score -5247698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -5227680.500000 Penalty: 12430.150391
	Iteration 0F: 3 clusters Score -5227680 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -5233644.500000 Penalty: 12430.150391
	Iteration 1F: 3 clusters Score -5233644 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -5234713.000000 Penalty: 12430.150391
	Iteration 2F: 3 clusters Score -5234713 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5235670.000000 Penalty: 12430.150391
	Iteration 3F: 3 clusters Score -5235670 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -5236691.000000 Penalty: 12430.150391
	Iteration 4F: 3 clusters Score -5236691 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -5237971.000000 Penalty: 12430.150391
	Iteration 5F: 3 clusters Score -5237971 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -5239245.500000 Penalty: 12430.150391
	Iteration 6F: 3 clusters Score -5239246 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -5240467.000000 Penalty: 12430.150391
	Iteration 7F: 3 clusters Score -5240467 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -5241485.000000 Penalty: 12430.150391
	Iteration 8F: 3 clusters Score -5241485 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -5242198.500000 Penalty: 12430.150391
	Iteration 9Q: 3 clusters Score -5242198 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -5242667.000000 Penalty: 12430.150391
	Iteration 10Q: 3 clusters Score -5242667 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -5242915.500000 Penalty: 12430.150391
	Iteration 11Q: 3 clusters Score -5242916 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -5243083.500000 Penalty: 12430.150391
	Iteration 12Q: 3 clusters Score -5243084 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -5243171.500000 Penalty: 12430.150391
	Iteration 13Q: 3 clusters Score -5243172 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -5243231.000000 Penalty: 12430.150391
	Iteration 14Q: 3 clusters Score -5243231 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -5243276.000000 Penalty: 12430.150391
	Iteration 15Q: 3 clusters Score -5243276 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -5243319.500000 Penalty: 12430.150391
	Iteration 16Q: 3 clusters Score -5243320 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5243337.000000 Penalty: 12430.150391
	Iteration 17Q: 3 clusters Score -5243337 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -5243365.500000 Penalty: 12430.150391
	Iteration 18Q: 3 clusters Score -5243366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -5243374.000000 Penalty: 12430.150391
	Iteration 19Q: 3 clusters Score -5243374 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -5243393.500000 Penalty: 12430.150391
	Iteration 20F: 3 clusters Score -5243394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5243418.500000 Penalty: 12430.150391
	Iteration 21Q: 3 clusters Score -5243418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5243453.000000 Penalty: 12430.150391
	Iteration 22Q: 3 clusters Score -5243453 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -5243475.500000 Penalty: 12430.150391
	Iteration 23Q: 3 clusters Score -5243476 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -5243507.000000 Penalty: 12430.150391
	Iteration 24Q: 3 clusters Score -5243507 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -5243528.500000 Penalty: 12430.150391
	Iteration 25Q: 3 clusters Score -5243528 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5243555.500000 Penalty: 12430.150391
	Iteration 26Q: 3 clusters Score -5243556 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5243597.500000 Penalty: 12430.150391
	Iteration 27Q: 3 clusters Score -5243598 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5243619.500000 Penalty: 12430.150391
	Iteration 28Q: 3 clusters Score -5243620 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -5243657.500000 Penalty: 12430.150391
	Iteration 29Q: 3 clusters Score -5243658 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -5243704.000000 Penalty: 12430.150391
	Iteration 30Q: 3 clusters Score -5243704 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -5243751.000000 Penalty: 12430.150391
	Iteration 31Q: 3 clusters Score -5243751 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5243802.500000 Penalty: 12430.150391
	Iteration 32Q: 3 clusters Score -5243802 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -5243867.000000 Penalty: 12430.150391
	Iteration 33Q: 3 clusters Score -5243867 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -5243917.000000 Penalty: 12430.150391
	Iteration 34Q: 3 clusters Score -5243917 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -5243948.000000 Penalty: 12430.150391
	Iteration 35Q: 3 clusters Score -5243948 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -5244027.500000 Penalty: 12430.150391
	Iteration 36Q: 3 clusters Score -5244028 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -5244052.500000 Penalty: 12430.150391
	Iteration 37Q: 3 clusters Score -5244052 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -5244099.500000 Penalty: 12430.150391
	Iteration 38Q: 3 clusters Score -5244100 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -5244144.000000 Penalty: 12430.150391
	Iteration 39Q: 3 clusters Score -5244144 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -5244181.000000 Penalty: 12430.150391
	Iteration 40F: 3 clusters Score -5244181 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -5244254.500000 Penalty: 12430.150391
	Iteration 41Q: 3 clusters Score -5244254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -5244328.000000 Penalty: 12430.150391
	Iteration 42Q: 3 clusters Score -5244328 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -5244448.000000 Penalty: 12430.150391
	Iteration 43Q: 3 clusters Score -5244448 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -5244533.500000 Penalty: 12430.150391
	Iteration 44Q: 3 clusters Score -5244534 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -5244595.000000 Penalty: 12430.150391
	Iteration 45Q: 3 clusters Score -5244595 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -5244608.000000 Penalty: 12430.150391
	Iteration 46Q: 3 clusters Score -5244608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -5244643.500000 Penalty: 12430.150391
	Iteration 47Q: 3 clusters Score -5244644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -5244668.500000 Penalty: 12430.150391
	Iteration 48Q: 3 clusters Score -5244668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5244679.000000 Penalty: 12430.150391
	Iteration 49Q: 3 clusters Score -5244679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -5244688.500000 Penalty: 12430.150391
	Iteration 50Q: 3 clusters Score -5244688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -5244685.000000 Penalty: 12430.150391
	Iteration 51Q: 3 clusters Score -5244685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -5244702.500000 Penalty: 12430.150391
	Iteration 52Q: 3 clusters Score -5244702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -5244704.500000 Penalty: 12430.150391
	Iteration 53Q: 3 clusters Score -5244704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -5244709.500000 Penalty: 12430.150391
	Iteration 54Q: 3 clusters Score -5244710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -5244715.500000 Penalty: 12430.150391
	Iteration 55Q: 3 clusters Score -5244716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5244720.000000 Penalty: 12430.150391
	Iteration 56Q: 3 clusters Score -5244720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -5244721.000000 Penalty: 12430.150391
	Iteration 57Q: 3 clusters Score -5244721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -5244733.500000 Penalty: 12430.150391
	Iteration 58Q: 3 clusters Score -5244734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -5244721.500000 Penalty: 12430.150391
	Iteration 59Q: 3 clusters Score -5244722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -5244727.000000 Penalty: 12430.150391
	Iteration 60F: 3 clusters Score -5244727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5244727.500000 Penalty: 12430.150391
	Iteration 61Q: 3 clusters Score -5244728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -5244730.500000 Penalty: 12430.150391
	Iteration 62Q: 3 clusters Score -5244730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -5244729.500000 Penalty: 12430.150391
	Iteration 63Q: 3 clusters Score -5244730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -5244731.500000 Penalty: 12430.150391
	Iteration 64Q: 3 clusters Score -5244732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -5244733.500000 Penalty: 12430.150391
	Iteration 65Q: 3 clusters Score -5244734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -5244733.500000 Penalty: 12430.150391
	Iteration 66F: 3 clusters Score -5244734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Entering Unmasked Estep 
Score: -12372153.000000 Penalty: 6736.648926
	Iteration 0F: 2 clusters Score -1.237215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -12330117.000000 Penalty: 13473.297852
	Iteration 0F: 3 clusters Score -1.233012e+07 nChanged 26653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -12344711.000000 Penalty: 13473.297852
	Iteration 1F: 3 clusters Score -1.234471e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -12345805.000000 Penalty: 13473.297852
	Iteration 2Q: 3 clusters Score -1.23458e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -12346791.000000 Penalty: 13473.297852
	Iteration 3Q: 3 clusters Score -1.234679e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -12347654.000000 Penalty: 13473.297852
	Iteration 4Q: 3 clusters Score -1.234765e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -12348601.000000 Penalty: 13473.297852
	Iteration 5Q: 3 clusters Score -1.23486e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -12349653.000000 Penalty: 13473.297852
	Iteration 6Q: 3 clusters Score -1.234965e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -12350772.000000 Penalty: 13473.297852
	Iteration 7Q: 3 clusters Score -1.235077e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -12352088.000000 Penalty: 13473.297852
	Iteration 8Q: 3 clusters Score -1.235209e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -12353639.000000 Penalty: 13473.297852
	Iteration 9Q: 3 clusters Score -1.235364e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -12355850.000000 Penalty: 13473.297852
	Iteration 10F: 3 clusters Score -1.235585e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -12359007.000000 Penalty: 13473.297852
	Iteration 11F: 3 clusters Score -1.235901e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -12363473.000000 Penalty: 13473.297852
	Iteration 12F: 3 clusters Score -1.236347e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -12368477.000000 Penalty: 13473.297852
	Iteration 13F: 3 clusters Score -1.236848e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -12371166.000000 Penalty: 13473.297852
	Iteration 14Q: 3 clusters Score -1.237117e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -12372117.000000 Penalty: 13473.297852
	Iteration 15Q: 3 clusters Score -1.237212e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -12372410.000000 Penalty: 13473.297852
	Iteration 16Q: 3 clusters Score -1.237241e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -12372590.000000 Penalty: 13473.297852
	Iteration 17Q: 3 clusters Score -1.237259e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -12372682.000000 Penalty: 13473.297852
	Iteration 18Q: 3 clusters Score -1.237268e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -12372766.000000 Penalty: 13473.297852
	Iteration 19Q: 3 clusters Score -1.237277e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -12372775.000000 Penalty: 13473.297852
	Iteration 20F: 3 clusters Score -1.237278e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -12372810.000000 Penalty: 13473.297852
	Iteration 21Q: 3 clusters Score -1.237281e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -12372831.000000 Penalty: 13473.297852
	Iteration 22Q: 3 clusters Score -1.237283e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -12372809.000000 Penalty: 13473.297852
	Iteration 23Q: 3 clusters Score -1.237281e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -12372832.000000 Penalty: 13473.297852
	Iteration 24Q: 3 clusters Score -1.237283e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -12372818.000000 Penalty: 13473.297852
	Iteration 25Q: 3 clusters Score -1.237282e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -12372826.000000 Penalty: 13473.297852
	Iteration 26Q: 3 clusters Score -1.237283e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -12372847.000000 Penalty: 13473.297852
	Iteration 27Q: 3 clusters Score -1.237285e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -12372863.000000 Penalty: 13473.297852
	Iteration 28Q: 3 clusters Score -1.237286e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -12372887.000000 Penalty: 13473.297852
	Iteration 29Q: 3 clusters Score -1.237289e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -12372913.000000 Penalty: 13473.297852
	Iteration 30Q: 3 clusters Score -1.237291e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -12372909.000000 Penalty: 13473.297852
	Iteration 31Q: 3 clusters Score -1.237291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -12372897.000000 Penalty: 13473.297852
	Iteration 32Q: 3 clusters Score -1.23729e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -12372896.000000 Penalty: 13473.297852
	Iteration 33Q: 3 clusters Score -1.23729e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -12372870.000000 Penalty: 13473.297852
	Iteration 34Q: 3 clusters Score -1.237287e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -12372866.000000 Penalty: 13473.297852
	Iteration 35Q: 3 clusters Score -1.237287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -12372883.000000 Penalty: 13473.297852
	Iteration 36Q: 3 clusters Score -1.237288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -12372877.000000 Penalty: 13473.297852
	Iteration 37Q: 3 clusters Score -1.237288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -12372881.000000 Penalty: 13473.297852
	Iteration 38Q: 3 clusters Score -1.237288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -12372865.000000 Penalty: 13473.297852
	Iteration 39Q: 3 clusters Score -1.237286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -12372869.000000 Penalty: 13473.297852
	Iteration 40F: 3 clusters Score -1.237287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -12372852.000000 Penalty: 13473.297852
	Iteration 41Q: 3 clusters Score -1.237285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -12372861.000000 Penalty: 13473.297852
	Iteration 42Q: 3 clusters Score -1.237286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -12372867.000000 Penalty: 13473.297852
	Iteration 43Q: 3 clusters Score -1.237287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -12372872.000000 Penalty: 13473.297852
	Iteration 44Q: 3 clusters Score -1.237287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -12372863.000000 Penalty: 13473.297852
	Iteration 45Q: 3 clusters Score -1.237286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -12372865.000000 Penalty: 13473.297852
	Iteration 46Q: 3 clusters Score -1.237286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -12372852.000000 Penalty: 13473.297852
	Iteration 47Q: 3 clusters Score -1.237285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -12372852.000000 Penalty: 13473.297852
	Iteration 48F: 3 clusters Score -1.237285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23901 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25430 members 
Mstep: Class 8 contains 37562 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27439 members 
Mstep: Class 11 contains 87406 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28907 members 
Mstep: Class 14 contains 25516 members 
Mstep: Class 15 contains 16800 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15500 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 42991 members 
Entering Unmasked Estep 
Score: -89414064.000000 Penalty: 183124.609375
Splitting cluster 15 changes total score from -89414096.000000 to -89414064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Entering Unmasked Estep 
Score: -909116.750000 Penalty: 5168.764160
	Iteration 0F: 2 clusters Score -909116.8 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 2314 members 
Entering Unmasked Estep 
Score: -902296.625000 Penalty: 10337.528320
	Iteration 0F: 3 clusters Score -902296.6 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -903320.312500 Penalty: 10337.528320
	Iteration 1F: 3 clusters Score -903320.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -903647.875000 Penalty: 10337.528320
	Iteration 2F: 3 clusters Score -903647.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -903819.937500 Penalty: 10337.528320
	Iteration 3Q: 3 clusters Score -903819.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -903921.437500 Penalty: 10337.528320
	Iteration 4Q: 3 clusters Score -903921.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -903990.562500 Penalty: 10337.528320
	Iteration 5Q: 3 clusters Score -903990.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -904047.625000 Penalty: 10337.528320
	Iteration 6Q: 3 clusters Score -904047.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -904088.875000 Penalty: 10337.528320
	Iteration 7Q: 3 clusters Score -904088.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -904127.062500 Penalty: 10337.528320
	Iteration 8Q: 3 clusters Score -904127.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -904145.875000 Penalty: 10337.528320
	Iteration 9Q: 3 clusters Score -904145.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -904167.125000 Penalty: 10337.528320
	Iteration 10Q: 3 clusters Score -904167.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -904194.937500 Penalty: 10337.528320
	Iteration 11Q: 3 clusters Score -904194.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -904213.250000 Penalty: 10337.528320
	Iteration 12Q: 3 clusters Score -904213.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -904224.500000 Penalty: 10337.528320
	Iteration 13Q: 3 clusters Score -904224.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -904238.875000 Penalty: 10337.528320
	Iteration 14Q: 3 clusters Score -904238.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -904247.437500 Penalty: 10337.528320
	Iteration 15Q: 3 clusters Score -904247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -904253.750000 Penalty: 10337.528320
	Iteration 16Q: 3 clusters Score -904253.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -904261.562500 Penalty: 10337.528320
	Iteration 17Q: 3 clusters Score -904261.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -904269.187500 Penalty: 10337.528320
	Iteration 18Q: 3 clusters Score -904269.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -904276.312500 Penalty: 10337.528320
	Iteration 19Q: 3 clusters Score -904276.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -904282.750000 Penalty: 10337.528320
	Iteration 20F: 3 clusters Score -904282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -904286.937500 Penalty: 10337.528320
	Iteration 21Q: 3 clusters Score -904286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -904291.000000 Penalty: 10337.528320
	Iteration 22Q: 3 clusters Score -904291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -904292.562500 Penalty: 10337.528320
	Iteration 23Q: 3 clusters Score -904292.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -904296.937500 Penalty: 10337.528320
	Iteration 24Q: 3 clusters Score -904296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -904299.625000 Penalty: 10337.528320
	Iteration 25Q: 3 clusters Score -904299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -904303.812500 Penalty: 10337.528320
	Iteration 26Q: 3 clusters Score -904303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -904307.562500 Penalty: 10337.528320
	Iteration 27Q: 3 clusters Score -904307.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -904313.000000 Penalty: 10337.528320
	Iteration 28Q: 3 clusters Score -904313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -904314.812500 Penalty: 10337.528320
	Iteration 29Q: 3 clusters Score -904314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -904317.562500 Penalty: 10337.528320
	Iteration 30Q: 3 clusters Score -904317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -904319.187500 Penalty: 10337.528320
	Iteration 31Q: 3 clusters Score -904319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -904318.312500 Penalty: 10337.528320
	Iteration 32Q: 3 clusters Score -904318.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -904318.312500 Penalty: 10337.528320
	Iteration 33F: 3 clusters Score -904318.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -55408.613281 Penalty: 3533.096680
	Iteration 0F: 2 clusters Score -55408.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52514.507812 Penalty: 7066.193359
	Iteration 0F: 3 clusters Score -52514.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -52568.273438 Penalty: 7066.193359
	Iteration 1Q: 3 clusters Score -52568.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52610.464844 Penalty: 7066.193359
	Iteration 2Q: 3 clusters Score -52610.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52615.203125 Penalty: 7066.193359
	Iteration 3Q: 3 clusters Score -52615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52638.921875 Penalty: 7066.193359
	Iteration 4Q: 3 clusters Score -52638.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52649.437500 Penalty: 7066.193359
	Iteration 5Q: 3 clusters Score -52649.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52649.437500 Penalty: 7066.193359
	Iteration 6F: 3 clusters Score -52649.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Entering Unmasked Estep 
Score: -3092957.750000 Penalty: 5909.764160
	Iteration 0F: 2 clusters Score -3092958 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 7870 members 
Entering Unmasked Estep 
Score: -3079339.250000 Penalty: 11819.528320
	Iteration 0F: 3 clusters Score -3079339 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3082625.500000 Penalty: 11819.528320
	Iteration 1F: 3 clusters Score -3082626 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3083173.250000 Penalty: 11819.528320
	Iteration 2F: 3 clusters Score -3083173 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3083523.500000 Penalty: 11819.528320
	Iteration 3Q: 3 clusters Score -3083524 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3083769.250000 Penalty: 11819.528320
	Iteration 4Q: 3 clusters Score -3083769 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3083983.750000 Penalty: 11819.528320
	Iteration 5Q: 3 clusters Score -3083984 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3084151.750000 Penalty: 11819.528320
	Iteration 6Q: 3 clusters Score -3084152 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3084301.250000 Penalty: 11819.528320
	Iteration 7Q: 3 clusters Score -3084301 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3084455.500000 Penalty: 11819.528320
	Iteration 8Q: 3 clusters Score -3084456 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3084609.750000 Penalty: 11819.528320
	Iteration 9Q: 3 clusters Score -3084610 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3084760.250000 Penalty: 11819.528320
	Iteration 10Q: 3 clusters Score -3084760 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3084912.250000 Penalty: 11819.528320
	Iteration 11Q: 3 clusters Score -3084912 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3085070.250000 Penalty: 11819.528320
	Iteration 12Q: 3 clusters Score -3085070 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3085257.500000 Penalty: 11819.528320
	Iteration 13Q: 3 clusters Score -3085258 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3085449.250000 Penalty: 11819.528320
	Iteration 14Q: 3 clusters Score -3085449 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3085661.250000 Penalty: 11819.528320
	Iteration 15Q: 3 clusters Score -3085661 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3085894.250000 Penalty: 11819.528320
	Iteration 16Q: 3 clusters Score -3085894 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3086107.500000 Penalty: 11819.528320
	Iteration 17Q: 3 clusters Score -3086108 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3086297.000000 Penalty: 11819.528320
	Iteration 18Q: 3 clusters Score -3086297 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3086508.750000 Penalty: 11819.528320
	Iteration 19Q: 3 clusters Score -3086509 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3086683.250000 Penalty: 11819.528320
	Iteration 20F: 3 clusters Score -3086683 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3086867.250000 Penalty: 11819.528320
	Iteration 21Q: 3 clusters Score -3086867 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3087050.500000 Penalty: 11819.528320
	Iteration 22Q: 3 clusters Score -3087050 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3087203.250000 Penalty: 11819.528320
	Iteration 23Q: 3 clusters Score -3087203 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3087320.000000 Penalty: 11819.528320
	Iteration 24Q: 3 clusters Score -3087320 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3087415.000000 Penalty: 11819.528320
	Iteration 25Q: 3 clusters Score -3087415 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3087534.250000 Penalty: 11819.528320
	Iteration 26Q: 3 clusters Score -3087534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3087607.000000 Penalty: 11819.528320
	Iteration 27Q: 3 clusters Score -3087607 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3087693.500000 Penalty: 11819.528320
	Iteration 28Q: 3 clusters Score -3087694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3087754.750000 Penalty: 11819.528320
	Iteration 29Q: 3 clusters Score -3087755 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3087812.250000 Penalty: 11819.528320
	Iteration 30Q: 3 clusters Score -3087812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3087841.500000 Penalty: 11819.528320
	Iteration 31Q: 3 clusters Score -3087842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3087864.750000 Penalty: 11819.528320
	Iteration 32Q: 3 clusters Score -3087865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3087884.750000 Penalty: 11819.528320
	Iteration 33Q: 3 clusters Score -3087885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3087893.000000 Penalty: 11819.528320
	Iteration 34Q: 3 clusters Score -3087893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3087901.250000 Penalty: 11819.528320
	Iteration 35Q: 3 clusters Score -3087901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3087916.750000 Penalty: 11819.528320
	Iteration 36Q: 3 clusters Score -3087917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3087922.500000 Penalty: 11819.528320
	Iteration 37Q: 3 clusters Score -3087922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3087935.000000 Penalty: 11819.528320
	Iteration 38Q: 3 clusters Score -3087935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3087941.250000 Penalty: 11819.528320
	Iteration 39Q: 3 clusters Score -3087941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3087939.750000 Penalty: 11819.528320
	Iteration 40F: 3 clusters Score -3087940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3087948.000000 Penalty: 11819.528320
	Iteration 41Q: 3 clusters Score -3087948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3087952.750000 Penalty: 11819.528320
	Iteration 42Q: 3 clusters Score -3087953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3087953.750000 Penalty: 11819.528320
	Iteration 43Q: 3 clusters Score -3087954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3087956.500000 Penalty: 11819.528320
	Iteration 44Q: 3 clusters Score -3087956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3087960.750000 Penalty: 11819.528320
	Iteration 45Q: 3 clusters Score -3087961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3087960.000000 Penalty: 11819.528320
	Iteration 46Q: 3 clusters Score -3087960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3087963.000000 Penalty: 11819.528320
	Iteration 47Q: 3 clusters Score -3087963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3087965.000000 Penalty: 11819.528320
	Iteration 48Q: 3 clusters Score -3087965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3087965.000000 Penalty: 11819.528320
	Iteration 49F: 3 clusters Score -3087965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -165122.125000 Penalty: 4196.998535
	Iteration 0F: 2 clusters Score -165122.1 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 504 members 
Entering Unmasked Estep 
Score: -161134.328125 Penalty: 8393.997070
	Iteration 0F: 3 clusters Score -161134.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -161552.546875 Penalty: 8393.997070
	Iteration 1F: 3 clusters Score -161552.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161729.015625 Penalty: 8393.997070
	Iteration 2F: 3 clusters Score -161729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -161812.062500 Penalty: 8393.997070
	Iteration 3Q: 3 clusters Score -161812.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -161877.109375 Penalty: 8393.997070
	Iteration 4Q: 3 clusters Score -161877.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -161907.765625 Penalty: 8393.997070
	Iteration 5Q: 3 clusters Score -161907.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -161945.562500 Penalty: 8393.997070
	Iteration 6Q: 3 clusters Score -161945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -161972.453125 Penalty: 8393.997070
	Iteration 7Q: 3 clusters Score -161972.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -162053.093750 Penalty: 8393.997070
	Iteration 8Q: 3 clusters Score -162053.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -162082.906250 Penalty: 8393.997070
	Iteration 9Q: 3 clusters Score -162082.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -162115.671875 Penalty: 8393.997070
	Iteration 10Q: 3 clusters Score -162115.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -162125.500000 Penalty: 8393.997070
	Iteration 11Q: 3 clusters Score -162125.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -162140.796875 Penalty: 8393.997070
	Iteration 12Q: 3 clusters Score -162140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -162160.078125 Penalty: 8393.997070
	Iteration 13Q: 3 clusters Score -162160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -162201.937500 Penalty: 8393.997070
	Iteration 14Q: 3 clusters Score -162201.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -162251.484375 Penalty: 8393.997070
	Iteration 15Q: 3 clusters Score -162251.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -162300.125000 Penalty: 8393.997070
	Iteration 16Q: 3 clusters Score -162300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -162319.859375 Penalty: 8393.997070
	Iteration 17Q: 3 clusters Score -162319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -162339.187500 Penalty: 8393.997070
	Iteration 18Q: 3 clusters Score -162339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -162358.093750 Penalty: 8393.997070
	Iteration 19Q: 3 clusters Score -162358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -162387.000000 Penalty: 8393.997070
	Iteration 20F: 3 clusters Score -162387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -162405.609375 Penalty: 8393.997070
	Iteration 21Q: 3 clusters Score -162405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -162421.031250 Penalty: 8393.997070
	Iteration 22Q: 3 clusters Score -162421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -162422.812500 Penalty: 8393.997070
	Iteration 23Q: 3 clusters Score -162422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -162422.812500 Penalty: 8393.997070
	Iteration 24F: 3 clusters Score -162422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -104349.679688 Penalty: 3883.469971
	Iteration 0F: 2 clusters Score -104349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -100826.140625 Penalty: 7766.939941
	Iteration 0F: 3 clusters Score -100826.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -101010.453125 Penalty: 7766.939941
	Iteration 1F: 3 clusters Score -101010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -101059.859375 Penalty: 7766.939941
	Iteration 2Q: 3 clusters Score -101059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -101073.851562 Penalty: 7766.939941
	Iteration 3Q: 3 clusters Score -101073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -101077.359375 Penalty: 7766.939941
	Iteration 4Q: 3 clusters Score -101077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -101077.359375 Penalty: 7766.939941
	Iteration 5F: 3 clusters Score -101077.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -144295.953125 Penalty: 4095.854004
	Iteration 0F: 2 clusters Score -144296 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 412 members 
Entering Unmasked Estep 
Score: -140501.671875 Penalty: 8191.708008
	Iteration 0F: 3 clusters Score -140501.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -140943.921875 Penalty: 8191.708008
	Iteration 1F: 3 clusters Score -140943.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -141252.093750 Penalty: 8191.708008
	Iteration 2F: 3 clusters Score -141252.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -141387.156250 Penalty: 8191.708008
	Iteration 3Q: 3 clusters Score -141387.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141459.734375 Penalty: 8191.708008
	Iteration 4Q: 3 clusters Score -141459.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141511.609375 Penalty: 8191.708008
	Iteration 5Q: 3 clusters Score -141511.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141561.562500 Penalty: 8191.708008
	Iteration 6Q: 3 clusters Score -141561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141596.906250 Penalty: 8191.708008
	Iteration 7Q: 3 clusters Score -141596.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -141663.406250 Penalty: 8191.708008
	Iteration 8Q: 3 clusters Score -141663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141702.109375 Penalty: 8191.708008
	Iteration 9Q: 3 clusters Score -141702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141742.125000 Penalty: 8191.708008
	Iteration 10Q: 3 clusters Score -141742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -141758.296875 Penalty: 8191.708008
	Iteration 11Q: 3 clusters Score -141758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -141783.125000 Penalty: 8191.708008
	Iteration 12Q: 3 clusters Score -141783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141795.093750 Penalty: 8191.708008
	Iteration 13Q: 3 clusters Score -141795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -141809.015625 Penalty: 8191.708008
	Iteration 14Q: 3 clusters Score -141809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141824.265625 Penalty: 8191.708008
	Iteration 15Q: 3 clusters Score -141824.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141850.453125 Penalty: 8191.708008
	Iteration 16Q: 3 clusters Score -141850.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141908.140625 Penalty: 8191.708008
	Iteration 17Q: 3 clusters Score -141908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141929.312500 Penalty: 8191.708008
	Iteration 18Q: 3 clusters Score -141929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -141942.734375 Penalty: 8191.708008
	Iteration 19Q: 3 clusters Score -141942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141965.328125 Penalty: 8191.708008
	Iteration 20F: 3 clusters Score -141965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -142016.515625 Penalty: 8191.708008
	Iteration 21Q: 3 clusters Score -142016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -142060.515625 Penalty: 8191.708008
	Iteration 22Q: 3 clusters Score -142060.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142103.609375 Penalty: 8191.708008
	Iteration 23Q: 3 clusters Score -142103.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -142159.296875 Penalty: 8191.708008
	Iteration 24Q: 3 clusters Score -142159.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142270.656250 Penalty: 8191.708008
	Iteration 25Q: 3 clusters Score -142270.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142465.609375 Penalty: 8191.708008
	Iteration 26Q: 3 clusters Score -142465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142766.187500 Penalty: 8191.708008
	Iteration 27Q: 3 clusters Score -142766.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142989.609375 Penalty: 8191.708008
	Iteration 28Q: 3 clusters Score -142989.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143146.453125 Penalty: 8191.708008
	Iteration 29Q: 3 clusters Score -143146.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -143246.515625 Penalty: 8191.708008
	Iteration 30Q: 3 clusters Score -143246.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -143362.234375 Penalty: 8191.708008
	Iteration 31Q: 3 clusters Score -143362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -143414.937500 Penalty: 8191.708008
	Iteration 32Q: 3 clusters Score -143414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -143429.125000 Penalty: 8191.708008
	Iteration 33Q: 3 clusters Score -143429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -143463.078125 Penalty: 8191.708008
	Iteration 34Q: 3 clusters Score -143463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -143466.718750 Penalty: 8191.708008
	Iteration 35Q: 3 clusters Score -143466.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -143473.671875 Penalty: 8191.708008
	Iteration 36F: 3 clusters Score -143473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -143483.562500 Penalty: 8191.708008
	Iteration 37Q: 3 clusters Score -143483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -143483.562500 Penalty: 8191.708008
	Iteration 38F: 3 clusters Score -143483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -51220.972656 Penalty: 3523.450684
	Iteration 0F: 2 clusters Score -51220.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48352.566406 Penalty: 7046.901367
	Iteration 0F: 3 clusters Score -48352.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48512.433594 Penalty: 7046.901367
	Iteration 1Q: 3 clusters Score -48512.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48543.640625 Penalty: 7046.901367
	Iteration 2Q: 3 clusters Score -48543.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48555.917969 Penalty: 7046.901367
	Iteration 3Q: 3 clusters Score -48555.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48555.917969 Penalty: 7046.901367
	Iteration 4F: 3 clusters Score -48555.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23901 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 25430 members 
Mstep: Class 8 contains 37562 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27439 members 
Mstep: Class 11 contains 87406 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28907 members 
Mstep: Class 14 contains 25516 members 
Mstep: Class 15 contains 59791 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15500 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414080.000000 Penalty: 175162.671875
Iteration 119Q: 23 clusters Score -8.941408e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 25415 members 
Mstep: Class 8 contains 37563 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27437 members 
Mstep: Class 11 contains 87404 members 
Mstep: Class 12 contains 7467 members 
Mstep: Class 13 contains 28908 members 
Mstep: Class 14 contains 25516 members 
Mstep: Class 15 contains 59802 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15498 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414080.000000 Penalty: 175162.671875
Iteration 120F: 23 clusters Score -8.941408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23913 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 25409 members 
Mstep: Class 8 contains 37561 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27436 members 
Mstep: Class 11 contains 87400 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28905 members 
Mstep: Class 14 contains 25516 members 
Mstep: Class 15 contains 59810 members 
Mstep: Class 16 contains 4633 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15502 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414056.000000 Penalty: 175162.671875
Iteration 121Q: 23 clusters Score -8.941406e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23917 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 25405 members 
Mstep: Class 8 contains 37562 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27433 members 
Mstep: Class 11 contains 87396 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28902 members 
Mstep: Class 14 contains 25518 members 
Mstep: Class 15 contains 59815 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15513 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414008.000000 Penalty: 175162.671875
Iteration 122Q: 23 clusters Score -8.941401e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23924 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 25401 members 
Mstep: Class 8 contains 37559 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27433 members 
Mstep: Class 11 contains 87397 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28903 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 59818 members 
Mstep: Class 16 contains 4635 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15515 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413992.000000 Penalty: 175162.671875
Iteration 123Q: 23 clusters Score -8.941399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23931 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 25399 members 
Mstep: Class 8 contains 37555 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27429 members 
Mstep: Class 11 contains 87399 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28903 members 
Mstep: Class 14 contains 25521 members 
Mstep: Class 15 contains 59821 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15507 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413984.000000 Penalty: 175162.671875
Iteration 124Q: 23 clusters Score -8.941398e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23938 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 25391 members 
Mstep: Class 8 contains 37551 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27428 members 
Mstep: Class 11 contains 87399 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28902 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 59830 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15506 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413920.000000 Penalty: 175162.671875
Iteration 125Q: 23 clusters Score -8.941392e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23944 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 25390 members 
Mstep: Class 8 contains 37547 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27428 members 
Mstep: Class 11 contains 87400 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 28903 members 
Mstep: Class 14 contains 25529 members 
Mstep: Class 15 contains 59843 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15488 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413984.000000 Penalty: 175162.671875
Iteration 126Q: 23 clusters Score -8.941398e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23945 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 25392 members 
Mstep: Class 8 contains 37547 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27427 members 
Mstep: Class 11 contains 87403 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28909 members 
Mstep: Class 14 contains 25525 members 
Mstep: Class 15 contains 59856 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15480 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413864.000000 Penalty: 175162.671875
Iteration 127Q: 23 clusters Score -8.941386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23951 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 25391 members 
Mstep: Class 8 contains 37542 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27429 members 
Mstep: Class 11 contains 87407 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 28911 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 59872 members 
Mstep: Class 16 contains 4641 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413864.000000 Penalty: 175162.671875
Iteration 128Q: 23 clusters Score -8.941386e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23951 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 25389 members 
Mstep: Class 8 contains 37541 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27429 members 
Mstep: Class 11 contains 87409 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28913 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 59884 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15466 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413960.000000 Penalty: 175162.671875
Iteration 129Q: 23 clusters Score -8.941396e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23952 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 25385 members 
Mstep: Class 8 contains 37539 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27426 members 
Mstep: Class 11 contains 87412 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28915 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 59893 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15461 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413952.000000 Penalty: 175162.671875
Iteration 130Q: 23 clusters Score -8.941395e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23953 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 25389 members 
Mstep: Class 8 contains 37537 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27421 members 
Mstep: Class 11 contains 87410 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 28916 members 
Mstep: Class 14 contains 25521 members 
Mstep: Class 15 contains 59898 members 
Mstep: Class 16 contains 4651 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15455 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413880.000000 Penalty: 175162.671875
Iteration 131Q: 23 clusters Score -8.941388e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23957 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25390 members 
Mstep: Class 8 contains 37535 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27416 members 
Mstep: Class 11 contains 87409 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 28915 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 59905 members 
Mstep: Class 16 contains 4655 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15453 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413832.000000 Penalty: 175162.671875
Iteration 132Q: 23 clusters Score -8.941383e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79313 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23962 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25394 members 
Mstep: Class 8 contains 37532 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27415 members 
Mstep: Class 11 contains 87409 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 28916 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 59913 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15441 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413848.000000 Penalty: 175162.671875
Iteration 133Q: 23 clusters Score -8.941385e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23967 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25397 members 
Mstep: Class 8 contains 37527 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27419 members 
Mstep: Class 11 contains 87414 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28912 members 
Mstep: Class 14 contains 25518 members 
Mstep: Class 15 contains 59927 members 
Mstep: Class 16 contains 4664 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15421 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413880.000000 Penalty: 175162.671875
Iteration 134Q: 23 clusters Score -8.941388e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23974 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25400 members 
Mstep: Class 8 contains 37524 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27416 members 
Mstep: Class 11 contains 87416 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28911 members 
Mstep: Class 14 contains 25520 members 
Mstep: Class 15 contains 59941 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15408 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413872.000000 Penalty: 175162.671875
Iteration 135Q: 23 clusters Score -8.941387e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23976 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25408 members 
Mstep: Class 8 contains 37525 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 87416 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28913 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 59954 members 
Mstep: Class 16 contains 4678 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15385 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413832.000000 Penalty: 175162.671875
Iteration 136Q: 23 clusters Score -8.941383e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23977 members 
Mstep: Class 4 contains 11793 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25424 members 
Mstep: Class 8 contains 37525 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27408 members 
Mstep: Class 11 contains 87418 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 28911 members 
Mstep: Class 14 contains 25528 members 
Mstep: Class 15 contains 59966 members 
Mstep: Class 16 contains 4682 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15358 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413864.000000 Penalty: 175162.671875
Iteration 137Q: 23 clusters Score -8.941386e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 11793 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25438 members 
Mstep: Class 8 contains 37527 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 87422 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 28904 members 
Mstep: Class 14 contains 25533 members 
Mstep: Class 15 contains 59986 members 
Mstep: Class 16 contains 4686 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15324 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413840.000000 Penalty: 175162.671875
Iteration 138Q: 23 clusters Score -8.941384e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23987 members 
Mstep: Class 4 contains 11793 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25447 members 
Mstep: Class 8 contains 37529 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 87424 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 28899 members 
Mstep: Class 14 contains 25538 members 
Mstep: Class 15 contains 60000 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15312 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413912.000000 Penalty: 175162.671875
Iteration 139Q: 23 clusters Score -8.941391e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23994 members 
Mstep: Class 4 contains 11794 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25454 members 
Mstep: Class 8 contains 37526 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27391 members 
Mstep: Class 11 contains 87425 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 28895 members 
Mstep: Class 14 contains 25536 members 
Mstep: Class 15 contains 60012 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15306 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413864.000000 Penalty: 175162.671875
Iteration 140F: 23 clusters Score -8.941386e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24000 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25455 members 
Mstep: Class 8 contains 37525 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27386 members 
Mstep: Class 11 contains 87430 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 28892 members 
Mstep: Class 14 contains 25537 members 
Mstep: Class 15 contains 60028 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15291 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414040.000000 Penalty: 175162.671875
Iteration 141Q: 23 clusters Score -8.941404e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 23999 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25460 members 
Mstep: Class 8 contains 37529 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27383 members 
Mstep: Class 11 contains 87432 members 
Mstep: Class 12 contains 7451 members 
Mstep: Class 13 contains 28893 members 
Mstep: Class 14 contains 25534 members 
Mstep: Class 15 contains 60039 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15285 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413912.000000 Penalty: 175162.671875
Iteration 142Q: 23 clusters Score -8.941391e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24001 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25459 members 
Mstep: Class 8 contains 37527 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27382 members 
Mstep: Class 11 contains 87430 members 
Mstep: Class 12 contains 7453 members 
Mstep: Class 13 contains 28891 members 
Mstep: Class 14 contains 25540 members 
Mstep: Class 15 contains 60051 members 
Mstep: Class 16 contains 4705 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15278 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414040.000000 Penalty: 175162.671875
Iteration 143Q: 23 clusters Score -8.941404e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24005 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25460 members 
Mstep: Class 8 contains 37524 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27380 members 
Mstep: Class 11 contains 87432 members 
Mstep: Class 12 contains 7454 members 
Mstep: Class 13 contains 28889 members 
Mstep: Class 14 contains 25539 members 
Mstep: Class 15 contains 60065 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414104.000000 Penalty: 175162.671875
Iteration 144Q: 23 clusters Score -8.94141e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24010 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25473 members 
Mstep: Class 8 contains 37523 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27376 members 
Mstep: Class 11 contains 87436 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 28888 members 
Mstep: Class 14 contains 25539 members 
Mstep: Class 15 contains 60078 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15257 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414016.000000 Penalty: 175162.671875
Iteration 145Q: 23 clusters Score -8.941402e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24012 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25482 members 
Mstep: Class 8 contains 37518 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27372 members 
Mstep: Class 11 contains 87439 members 
Mstep: Class 12 contains 7451 members 
Mstep: Class 13 contains 28885 members 
Mstep: Class 14 contains 25540 members 
Mstep: Class 15 contains 60087 members 
Mstep: Class 16 contains 4707 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15253 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414144.000000 Penalty: 175162.671875
Iteration 146Q: 23 clusters Score -8.941414e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24014 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25500 members 
Mstep: Class 8 contains 37517 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27370 members 
Mstep: Class 11 contains 87444 members 
Mstep: Class 12 contains 7451 members 
Mstep: Class 13 contains 28883 members 
Mstep: Class 14 contains 25536 members 
Mstep: Class 15 contains 60098 members 
Mstep: Class 16 contains 4709 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15231 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414168.000000 Penalty: 175162.671875
Iteration 147Q: 23 clusters Score -8.941417e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24021 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25504 members 
Mstep: Class 8 contains 37514 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27370 members 
Mstep: Class 11 contains 87445 members 
Mstep: Class 12 contains 7453 members 
Mstep: Class 13 contains 28883 members 
Mstep: Class 14 contains 25537 members 
Mstep: Class 15 contains 60107 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15220 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414264.000000 Penalty: 175162.671875
Iteration 148Q: 23 clusters Score -8.941426e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24030 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25504 members 
Mstep: Class 8 contains 37511 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27366 members 
Mstep: Class 11 contains 87449 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 28881 members 
Mstep: Class 14 contains 25539 members 
Mstep: Class 15 contains 60128 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15195 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414184.000000 Penalty: 175162.671875
Iteration 149Q: 23 clusters Score -8.941418e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24039 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25500 members 
Mstep: Class 8 contains 37505 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27364 members 
Mstep: Class 11 contains 87454 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 28877 members 
Mstep: Class 14 contains 25542 members 
Mstep: Class 15 contains 60145 members 
Mstep: Class 16 contains 4724 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15183 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414240.000000 Penalty: 175162.671875
Iteration 150Q: 23 clusters Score -8.941424e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24053 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25509 members 
Mstep: Class 8 contains 37496 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27361 members 
Mstep: Class 11 contains 87451 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 28881 members 
Mstep: Class 14 contains 25542 members 
Mstep: Class 15 contains 60156 members 
Mstep: Class 16 contains 4730 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15174 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414136.000000 Penalty: 175162.671875
Iteration 151Q: 23 clusters Score -8.941414e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24073 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25510 members 
Mstep: Class 8 contains 37497 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27359 members 
Mstep: Class 11 contains 87450 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28876 members 
Mstep: Class 14 contains 25544 members 
Mstep: Class 15 contains 60163 members 
Mstep: Class 16 contains 4734 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15161 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414136.000000 Penalty: 175162.671875
Iteration 152Q: 23 clusters Score -8.941414e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24084 members 
Mstep: Class 4 contains 11798 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25509 members 
Mstep: Class 8 contains 37494 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27353 members 
Mstep: Class 11 contains 87451 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 28873 members 
Mstep: Class 14 contains 25549 members 
Mstep: Class 15 contains 60171 members 
Mstep: Class 16 contains 4734 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15158 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413992.000000 Penalty: 175162.671875
Iteration 153Q: 23 clusters Score -8.941399e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24095 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25510 members 
Mstep: Class 8 contains 37491 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27348 members 
Mstep: Class 11 contains 87448 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28873 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 60177 members 
Mstep: Class 16 contains 4736 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414056.000000 Penalty: 175162.671875
Iteration 154Q: 23 clusters Score -8.941406e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 25505 members 
Mstep: Class 8 contains 37485 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27347 members 
Mstep: Class 11 contains 87449 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28878 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 60187 members 
Mstep: Class 16 contains 4737 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15155 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414008.000000 Penalty: 175162.671875
Iteration 155Q: 23 clusters Score -8.941401e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24097 members 
Mstep: Class 4 contains 11802 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25509 members 
Mstep: Class 8 contains 37483 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27351 members 
Mstep: Class 11 contains 87453 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28880 members 
Mstep: Class 14 contains 25545 members 
Mstep: Class 15 contains 60197 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15142 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413904.000000 Penalty: 175162.671875
Iteration 156Q: 23 clusters Score -8.94139e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79062 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25516 members 
Mstep: Class 8 contains 37478 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27349 members 
Mstep: Class 11 contains 87448 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 28881 members 
Mstep: Class 14 contains 25544 members 
Mstep: Class 15 contains 60208 members 
Mstep: Class 16 contains 4742 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15132 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413944.000000 Penalty: 175162.671875
Iteration 157Q: 23 clusters Score -8.941394e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24101 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25514 members 
Mstep: Class 8 contains 37474 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27348 members 
Mstep: Class 11 contains 87448 members 
Mstep: Class 12 contains 7467 members 
Mstep: Class 13 contains 28879 members 
Mstep: Class 14 contains 25547 members 
Mstep: Class 15 contains 60217 members 
Mstep: Class 16 contains 4747 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15124 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414016.000000 Penalty: 175162.671875
Iteration 158Q: 23 clusters Score -8.941402e+07 nChanged 86
Entering ConstructFrom: 
Score: -89414016.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (79043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Entering Unmasked Estep 
Score: -16353927.000000 Penalty: 6907.620117
	Iteration 0F: 2 clusters Score -1.635393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -16299431.000000 Penalty: 13815.240234
	Iteration 0F: 3 clusters Score -1.629943e+07 nChanged 35740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -16318733.000000 Penalty: 13815.240234
	Iteration 1F: 3 clusters Score -1.631873e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -16319823.000000 Penalty: 13815.240234
	Iteration 2Q: 3 clusters Score -1.631982e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -16320930.000000 Penalty: 13815.240234
	Iteration 3Q: 3 clusters Score -1.632093e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -16321993.000000 Penalty: 13815.240234
	Iteration 4Q: 3 clusters Score -1.632199e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -16323412.000000 Penalty: 13815.240234
	Iteration 5Q: 3 clusters Score -1.632341e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -16325069.000000 Penalty: 13815.240234
	Iteration 6Q: 3 clusters Score -1.632507e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -16326988.000000 Penalty: 13815.240234
	Iteration 7Q: 3 clusters Score -1.632699e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -16329213.000000 Penalty: 13815.240234
	Iteration 8F: 3 clusters Score -1.632921e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -16331515.000000 Penalty: 13815.240234
	Iteration 9F: 3 clusters Score -1.633152e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -16334159.000000 Penalty: 13815.240234
	Iteration 10F: 3 clusters Score -1.633416e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -16337136.000000 Penalty: 13815.240234
	Iteration 11F: 3 clusters Score -1.633714e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -16340380.000000 Penalty: 13815.240234
	Iteration 12F: 3 clusters Score -1.634038e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -16343357.000000 Penalty: 13815.240234
	Iteration 13Q: 3 clusters Score -1.634336e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -16345529.000000 Penalty: 13815.240234
	Iteration 14Q: 3 clusters Score -1.634553e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -16346914.000000 Penalty: 13815.240234
	Iteration 15Q: 3 clusters Score -1.634691e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -16347695.000000 Penalty: 13815.240234
	Iteration 16Q: 3 clusters Score -1.63477e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -16348194.000000 Penalty: 13815.240234
	Iteration 17Q: 3 clusters Score -1.634819e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -16348438.000000 Penalty: 13815.240234
	Iteration 18Q: 3 clusters Score -1.634844e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -16348599.000000 Penalty: 13815.240234
	Iteration 19Q: 3 clusters Score -1.63486e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -16348707.000000 Penalty: 13815.240234
	Iteration 20F: 3 clusters Score -1.634871e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -16348863.000000 Penalty: 13815.240234
	Iteration 21Q: 3 clusters Score -1.634886e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -16348951.000000 Penalty: 13815.240234
	Iteration 22Q: 3 clusters Score -1.634895e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -16349041.000000 Penalty: 13815.240234
	Iteration 23Q: 3 clusters Score -1.634904e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -16349084.000000 Penalty: 13815.240234
	Iteration 24Q: 3 clusters Score -1.634908e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -16349154.000000 Penalty: 13815.240234
	Iteration 25Q: 3 clusters Score -1.634915e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -16349201.000000 Penalty: 13815.240234
	Iteration 26Q: 3 clusters Score -1.63492e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -16349188.000000 Penalty: 13815.240234
	Iteration 27Q: 3 clusters Score -1.634919e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -16349217.000000 Penalty: 13815.240234
	Iteration 28Q: 3 clusters Score -1.634922e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -16349241.000000 Penalty: 13815.240234
	Iteration 29Q: 3 clusters Score -1.634924e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -16349291.000000 Penalty: 13815.240234
	Iteration 30Q: 3 clusters Score -1.634929e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -16349285.000000 Penalty: 13815.240234
	Iteration 31Q: 3 clusters Score -1.634928e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -16349260.000000 Penalty: 13815.240234
	Iteration 32Q: 3 clusters Score -1.634926e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -16349291.000000 Penalty: 13815.240234
	Iteration 33Q: 3 clusters Score -1.634929e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -16349287.000000 Penalty: 13815.240234
	Iteration 34Q: 3 clusters Score -1.634929e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -16349313.000000 Penalty: 13815.240234
	Iteration 35Q: 3 clusters Score -1.634931e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -16349306.000000 Penalty: 13815.240234
	Iteration 36Q: 3 clusters Score -1.634931e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -16349317.000000 Penalty: 13815.240234
	Iteration 37Q: 3 clusters Score -1.634932e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -16349327.000000 Penalty: 13815.240234
	Iteration 38Q: 3 clusters Score -1.634933e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -16349338.000000 Penalty: 13815.240234
	Iteration 39Q: 3 clusters Score -1.634934e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -16349378.000000 Penalty: 13815.240234
	Iteration 40F: 3 clusters Score -1.634938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -16349392.000000 Penalty: 13815.240234
	Iteration 41Q: 3 clusters Score -1.634939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -16349388.000000 Penalty: 13815.240234
	Iteration 42Q: 3 clusters Score -1.634939e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -16349360.000000 Penalty: 13815.240234
	Iteration 43Q: 3 clusters Score -1.634936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -16349370.000000 Penalty: 13815.240234
	Iteration 44Q: 3 clusters Score -1.634937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -16349386.000000 Penalty: 13815.240234
	Iteration 45Q: 3 clusters Score -1.634939e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -16349373.000000 Penalty: 13815.240234
	Iteration 46Q: 3 clusters Score -1.634937e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -16349376.000000 Penalty: 13815.240234
	Iteration 47Q: 3 clusters Score -1.634938e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -16349408.000000 Penalty: 13815.240234
	Iteration 48Q: 3 clusters Score -1.634941e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -16349418.000000 Penalty: 13815.240234
	Iteration 49Q: 3 clusters Score -1.634942e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -16349434.000000 Penalty: 13815.240234
	Iteration 50Q: 3 clusters Score -1.634943e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -16349428.000000 Penalty: 13815.240234
	Iteration 51Q: 3 clusters Score -1.634943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -16349427.000000 Penalty: 13815.240234
	Iteration 52Q: 3 clusters Score -1.634943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -16349439.000000 Penalty: 13815.240234
	Iteration 53Q: 3 clusters Score -1.634944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -16349425.000000 Penalty: 13815.240234
	Iteration 54Q: 3 clusters Score -1.634942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -16349414.000000 Penalty: 13815.240234
	Iteration 55Q: 3 clusters Score -1.634941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -16349397.000000 Penalty: 13815.240234
	Iteration 56Q: 3 clusters Score -1.63494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -16349423.000000 Penalty: 13815.240234
	Iteration 57Q: 3 clusters Score -1.634942e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -16349418.000000 Penalty: 13815.240234
	Iteration 58Q: 3 clusters Score -1.634942e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -16349428.000000 Penalty: 13815.240234
	Iteration 59Q: 3 clusters Score -1.634943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -16349403.000000 Penalty: 13815.240234
	Iteration 60F: 3 clusters Score -1.63494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -16349404.000000 Penalty: 13815.240234
	Iteration 61Q: 3 clusters Score -1.63494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -16349427.000000 Penalty: 13815.240234
	Iteration 62Q: 3 clusters Score -1.634943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -16349404.000000 Penalty: 13815.240234
	Iteration 63Q: 3 clusters Score -1.63494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -16349399.000000 Penalty: 13815.240234
	Iteration 64Q: 3 clusters Score -1.63494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -16349392.000000 Penalty: 13815.240234
	Iteration 65Q: 3 clusters Score -1.634939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -16349422.000000 Penalty: 13815.240234
	Iteration 66Q: 3 clusters Score -1.634942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -16349418.000000 Penalty: 13815.240234
	Iteration 67Q: 3 clusters Score -1.634942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -16349410.000000 Penalty: 13815.240234
	Iteration 68Q: 3 clusters Score -1.634941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -16349419.000000 Penalty: 13815.240234
	Iteration 69Q: 3 clusters Score -1.634942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -16349401.000000 Penalty: 13815.240234
	Iteration 70Q: 3 clusters Score -1.63494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -16349398.000000 Penalty: 13815.240234
	Iteration 71Q: 3 clusters Score -1.63494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -16349391.000000 Penalty: 13815.240234
	Iteration 72Q: 3 clusters Score -1.634939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -16349406.000000 Penalty: 13815.240234
	Iteration 73Q: 3 clusters Score -1.634941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -16349399.000000 Penalty: 13815.240234
	Iteration 74Q: 3 clusters Score -1.63494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -16349393.000000 Penalty: 13815.240234
	Iteration 75Q: 3 clusters Score -1.634939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -16349401.000000 Penalty: 13815.240234
	Iteration 76Q: 3 clusters Score -1.63494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -16349404.000000 Penalty: 13815.240234
	Iteration 77Q: 3 clusters Score -1.63494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -16349407.000000 Penalty: 13815.240234
	Iteration 78Q: 3 clusters Score -1.634941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -16349407.000000 Penalty: 13815.240234
	Iteration 79Q: 3 clusters Score -1.634941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -16349408.000000 Penalty: 13815.240234
	Iteration 80F: 3 clusters Score -1.634941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -16349406.000000 Penalty: 13815.240234
	Iteration 81Q: 3 clusters Score -1.634941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -16349408.000000 Penalty: 13815.240234
	Iteration 82Q: 3 clusters Score -1.634941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -16349386.000000 Penalty: 13815.240234
	Iteration 83Q: 3 clusters Score -1.634939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -16349398.000000 Penalty: 13815.240234
	Iteration 84Q: 3 clusters Score -1.63494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
Score: -16349400.000000 Penalty: 13815.240234
	Iteration 85Q: 3 clusters Score -1.63494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -16349406.000000 Penalty: 13815.240234
	Iteration 86Q: 3 clusters Score -1.634941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -16349418.000000 Penalty: 13815.240234
	Iteration 87Q: 3 clusters Score -1.634942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -16349411.000000 Penalty: 13815.240234
	Iteration 88Q: 3 clusters Score -1.634941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -16349412.000000 Penalty: 13815.240234
	Iteration 89Q: 3 clusters Score -1.634941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -16349420.000000 Penalty: 13815.240234
	Iteration 90Q: 3 clusters Score -1.634942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -16349427.000000 Penalty: 13815.240234
	Iteration 91Q: 3 clusters Score -1.634943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -16349418.000000 Penalty: 13815.240234
	Iteration 92Q: 3 clusters Score -1.634942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -16349420.000000 Penalty: 13815.240234
	Iteration 93Q: 3 clusters Score -1.634942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -16349422.000000 Penalty: 13815.240234
	Iteration 94Q: 3 clusters Score -1.634942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -16349436.000000 Penalty: 13815.240234
	Iteration 95Q: 3 clusters Score -1.634944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 69958 members 
Entering Unmasked Estep 
Score: -16349431.000000 Penalty: 13815.240234
	Iteration 96Q: 3 clusters Score -1.634943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -16349415.000000 Penalty: 13815.240234
	Iteration 97Q: 3 clusters Score -1.634942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -16349419.000000 Penalty: 13815.240234
	Iteration 98Q: 3 clusters Score -1.634942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -16349412.000000 Penalty: 13815.240234
	Iteration 99Q: 3 clusters Score -1.634941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -16349412.000000 Penalty: 13815.240234
	Iteration 100F: 3 clusters Score -1.634941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -215505.796875 Penalty: 4293.815918
	Iteration 0F: 2 clusters Score -215505.8 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 548 members 
Entering Unmasked Estep 
Score: -211300.796875 Penalty: 8587.631836
	Iteration 0F: 3 clusters Score -211300.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -211703.890625 Penalty: 8587.631836
	Iteration 1F: 3 clusters Score -211703.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -211812.546875 Penalty: 8587.631836
	Iteration 2Q: 3 clusters Score -211812.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -211851.281250 Penalty: 8587.631836
	Iteration 3Q: 3 clusters Score -211851.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -211893.406250 Penalty: 8587.631836
	Iteration 4Q: 3 clusters Score -211893.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -211935.875000 Penalty: 8587.631836
	Iteration 5Q: 3 clusters Score -211935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -211963.312500 Penalty: 8587.631836
	Iteration 6Q: 3 clusters Score -211963.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -211987.953125 Penalty: 8587.631836
	Iteration 7Q: 3 clusters Score -211988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -211998.765625 Penalty: 8587.631836
	Iteration 8Q: 3 clusters Score -211998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -212013.937500 Penalty: 8587.631836
	Iteration 9Q: 3 clusters Score -212013.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -212036.640625 Penalty: 8587.631836
	Iteration 10Q: 3 clusters Score -212036.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -212075.250000 Penalty: 8587.631836
	Iteration 11Q: 3 clusters Score -212075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -212125.171875 Penalty: 8587.631836
	Iteration 12Q: 3 clusters Score -212125.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -212176.625000 Penalty: 8587.631836
	Iteration 13Q: 3 clusters Score -212176.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -212223.578125 Penalty: 8587.631836
	Iteration 14Q: 3 clusters Score -212223.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -212271.484375 Penalty: 8587.631836
	Iteration 15Q: 3 clusters Score -212271.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -212315.578125 Penalty: 8587.631836
	Iteration 16Q: 3 clusters Score -212315.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -212341.718750 Penalty: 8587.631836
	Iteration 17Q: 3 clusters Score -212341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -212363.468750 Penalty: 8587.631836
	Iteration 18Q: 3 clusters Score -212363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -212375.265625 Penalty: 8587.631836
	Iteration 19Q: 3 clusters Score -212375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -212396.656250 Penalty: 8587.631836
	Iteration 20F: 3 clusters Score -212396.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -212457.046875 Penalty: 8587.631836
	Iteration 21Q: 3 clusters Score -212457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -212553.984375 Penalty: 8587.631836
	Iteration 22Q: 3 clusters Score -212554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -212723.343750 Penalty: 8587.631836
	Iteration 23Q: 3 clusters Score -212723.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -213377.000000 Penalty: 8587.631836
	Iteration 24Q: 3 clusters Score -213377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -213560.015625 Penalty: 8587.631836
	Iteration 25Q: 3 clusters Score -213560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -213690.718750 Penalty: 8587.631836
	Iteration 26Q: 3 clusters Score -213690.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -213833.484375 Penalty: 8587.631836
	Iteration 27Q: 3 clusters Score -213833.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -214004.937500 Penalty: 8587.631836
	Iteration 28Q: 3 clusters Score -214004.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -214139.953125 Penalty: 8587.631836
	Iteration 29Q: 3 clusters Score -214140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -214222.718750 Penalty: 8587.631836
	Iteration 30Q: 3 clusters Score -214222.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -214241.625000 Penalty: 8587.631836
	Iteration 31Q: 3 clusters Score -214241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -214257.296875 Penalty: 8587.631836
	Iteration 32Q: 3 clusters Score -214257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -214283.953125 Penalty: 8587.631836
	Iteration 33Q: 3 clusters Score -214284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -214288.562500 Penalty: 8587.631836
	Iteration 34Q: 3 clusters Score -214288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -214291.218750 Penalty: 8587.631836
	Iteration 35Q: 3 clusters Score -214291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -214293.234375 Penalty: 8587.631836
	Iteration 36Q: 3 clusters Score -214293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -214293.234375 Penalty: 8587.631836
	Iteration 37F: 3 clusters Score -214293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Entering Unmasked Estep 
Score: -4969238.000000 Penalty: 6180.053711
	Iteration 0F: 2 clusters Score -4969238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4950221.500000 Penalty: 12360.107422
	Iteration 0F: 3 clusters Score -4950222 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4955595.000000 Penalty: 12360.107422
	Iteration 1F: 3 clusters Score -4955595 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4956327.000000 Penalty: 12360.107422
	Iteration 2F: 3 clusters Score -4956327 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -4956817.000000 Penalty: 12360.107422
	Iteration 3Q: 3 clusters Score -4956817 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4957295.000000 Penalty: 12360.107422
	Iteration 4Q: 3 clusters Score -4957295 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4957672.000000 Penalty: 12360.107422
	Iteration 5Q: 3 clusters Score -4957672 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -4958058.000000 Penalty: 12360.107422
	Iteration 6Q: 3 clusters Score -4958058 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4958411.500000 Penalty: 12360.107422
	Iteration 7Q: 3 clusters Score -4958412 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4958721.000000 Penalty: 12360.107422
	Iteration 8Q: 3 clusters Score -4958721 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -4959019.500000 Penalty: 12360.107422
	Iteration 9Q: 3 clusters Score -4959020 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4959296.000000 Penalty: 12360.107422
	Iteration 10Q: 3 clusters Score -4959296 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -4959527.500000 Penalty: 12360.107422
	Iteration 11Q: 3 clusters Score -4959528 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -4959713.500000 Penalty: 12360.107422
	Iteration 12Q: 3 clusters Score -4959714 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -4959907.500000 Penalty: 12360.107422
	Iteration 13Q: 3 clusters Score -4959908 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4960113.500000 Penalty: 12360.107422
	Iteration 14Q: 3 clusters Score -4960114 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4960274.500000 Penalty: 12360.107422
	Iteration 15Q: 3 clusters Score -4960274 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -4960418.500000 Penalty: 12360.107422
	Iteration 16Q: 3 clusters Score -4960418 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4960568.500000 Penalty: 12360.107422
	Iteration 17Q: 3 clusters Score -4960568 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4960654.500000 Penalty: 12360.107422
	Iteration 18Q: 3 clusters Score -4960654 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -4960748.000000 Penalty: 12360.107422
	Iteration 19Q: 3 clusters Score -4960748 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -4960811.000000 Penalty: 12360.107422
	Iteration 20F: 3 clusters Score -4960811 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4960879.500000 Penalty: 12360.107422
	Iteration 21Q: 3 clusters Score -4960880 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4960925.500000 Penalty: 12360.107422
	Iteration 22Q: 3 clusters Score -4960926 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4960987.500000 Penalty: 12360.107422
	Iteration 23Q: 3 clusters Score -4960988 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4961011.500000 Penalty: 12360.107422
	Iteration 24Q: 3 clusters Score -4961012 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4961039.000000 Penalty: 12360.107422
	Iteration 25Q: 3 clusters Score -4961039 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4961079.500000 Penalty: 12360.107422
	Iteration 26Q: 3 clusters Score -4961080 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4961112.000000 Penalty: 12360.107422
	Iteration 27Q: 3 clusters Score -4961112 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4961102.000000 Penalty: 12360.107422
	Iteration 28Q: 3 clusters Score -4961102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4961149.000000 Penalty: 12360.107422
	Iteration 29Q: 3 clusters Score -4961149 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4961195.000000 Penalty: 12360.107422
	Iteration 30Q: 3 clusters Score -4961195 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -4961198.500000 Penalty: 12360.107422
	Iteration 31Q: 3 clusters Score -4961198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4961221.000000 Penalty: 12360.107422
	Iteration 32Q: 3 clusters Score -4961221 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4961231.000000 Penalty: 12360.107422
	Iteration 33Q: 3 clusters Score -4961231 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4961249.000000 Penalty: 12360.107422
	Iteration 34Q: 3 clusters Score -4961249 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4961264.500000 Penalty: 12360.107422
	Iteration 35Q: 3 clusters Score -4961264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4961287.500000 Penalty: 12360.107422
	Iteration 36Q: 3 clusters Score -4961288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4961314.500000 Penalty: 12360.107422
	Iteration 37Q: 3 clusters Score -4961314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4961318.500000 Penalty: 12360.107422
	Iteration 38Q: 3 clusters Score -4961318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4961357.000000 Penalty: 12360.107422
	Iteration 39Q: 3 clusters Score -4961357 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -4961378.000000 Penalty: 12360.107422
	Iteration 40F: 3 clusters Score -4961378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4961402.500000 Penalty: 12360.107422
	Iteration 41Q: 3 clusters Score -4961402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4961416.000000 Penalty: 12360.107422
	Iteration 42Q: 3 clusters Score -4961416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4961428.500000 Penalty: 12360.107422
	Iteration 43Q: 3 clusters Score -4961428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4961447.500000 Penalty: 12360.107422
	Iteration 44Q: 3 clusters Score -4961448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -4961465.500000 Penalty: 12360.107422
	Iteration 45Q: 3 clusters Score -4961466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -4961515.500000 Penalty: 12360.107422
	Iteration 46Q: 3 clusters Score -4961516 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4961537.500000 Penalty: 12360.107422
	Iteration 47Q: 3 clusters Score -4961538 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -4961599.500000 Penalty: 12360.107422
	Iteration 48Q: 3 clusters Score -4961600 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4961619.500000 Penalty: 12360.107422
	Iteration 49Q: 3 clusters Score -4961620 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -4961677.500000 Penalty: 12360.107422
	Iteration 50Q: 3 clusters Score -4961678 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4961716.500000 Penalty: 12360.107422
	Iteration 51Q: 3 clusters Score -4961716 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -4961759.000000 Penalty: 12360.107422
	Iteration 52Q: 3 clusters Score -4961759 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -4961829.000000 Penalty: 12360.107422
	Iteration 53Q: 3 clusters Score -4961829 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -4961872.500000 Penalty: 12360.107422
	Iteration 54Q: 3 clusters Score -4961872 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4961897.000000 Penalty: 12360.107422
	Iteration 55Q: 3 clusters Score -4961897 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -4961945.000000 Penalty: 12360.107422
	Iteration 56Q: 3 clusters Score -4961945 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -4961988.500000 Penalty: 12360.107422
	Iteration 57Q: 3 clusters Score -4961988 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -4962012.000000 Penalty: 12360.107422
	Iteration 58Q: 3 clusters Score -4962012 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -4962038.500000 Penalty: 12360.107422
	Iteration 59Q: 3 clusters Score -4962038 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -4962061.000000 Penalty: 12360.107422
	Iteration 60F: 3 clusters Score -4962061 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -4962085.000000 Penalty: 12360.107422
	Iteration 61Q: 3 clusters Score -4962085 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -4962126.500000 Penalty: 12360.107422
	Iteration 62Q: 3 clusters Score -4962126 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -4962153.500000 Penalty: 12360.107422
	Iteration 63Q: 3 clusters Score -4962154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4962169.000000 Penalty: 12360.107422
	Iteration 64Q: 3 clusters Score -4962169 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -4962189.500000 Penalty: 12360.107422
	Iteration 65Q: 3 clusters Score -4962190 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4962199.000000 Penalty: 12360.107422
	Iteration 66Q: 3 clusters Score -4962199 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -4962212.000000 Penalty: 12360.107422
	Iteration 67Q: 3 clusters Score -4962212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -4962240.500000 Penalty: 12360.107422
	Iteration 68Q: 3 clusters Score -4962240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -4962256.500000 Penalty: 12360.107422
	Iteration 69Q: 3 clusters Score -4962256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4962264.000000 Penalty: 12360.107422
	Iteration 70Q: 3 clusters Score -4962264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4962267.500000 Penalty: 12360.107422
	Iteration 71Q: 3 clusters Score -4962268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -4962269.000000 Penalty: 12360.107422
	Iteration 72Q: 3 clusters Score -4962269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4962273.500000 Penalty: 12360.107422
	Iteration 73Q: 3 clusters Score -4962274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -4962278.500000 Penalty: 12360.107422
	Iteration 74Q: 3 clusters Score -4962278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -4962275.000000 Penalty: 12360.107422
	Iteration 75Q: 3 clusters Score -4962275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -4962274.000000 Penalty: 12360.107422
	Iteration 76Q: 3 clusters Score -4962274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -4962287.500000 Penalty: 12360.107422
	Iteration 77Q: 3 clusters Score -4962288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4962289.500000 Penalty: 12360.107422
	Iteration 78Q: 3 clusters Score -4962290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -4962291.000000 Penalty: 12360.107422
	Iteration 79Q: 3 clusters Score -4962291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -4962287.500000 Penalty: 12360.107422
	Iteration 80F: 3 clusters Score -4962288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -4962297.500000 Penalty: 12360.107422
	Iteration 81Q: 3 clusters Score -4962298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4962295.000000 Penalty: 12360.107422
	Iteration 82Q: 3 clusters Score -4962295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4962290.000000 Penalty: 12360.107422
	Iteration 83Q: 3 clusters Score -4962290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4962287.000000 Penalty: 12360.107422
	Iteration 84Q: 3 clusters Score -4962287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4962290.500000 Penalty: 12360.107422
	Iteration 85Q: 3 clusters Score -4962290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4962289.500000 Penalty: 12360.107422
	Iteration 86Q: 3 clusters Score -4962290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4962289.000000 Penalty: 12360.107422
	Iteration 87Q: 3 clusters Score -4962289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4962289.500000 Penalty: 12360.107422
	Iteration 88Q: 3 clusters Score -4962290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -4962287.000000 Penalty: 12360.107422
	Iteration 89Q: 3 clusters Score -4962287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4962287.000000 Penalty: 12360.107422
	Iteration 90Q: 3 clusters Score -4962287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4962292.500000 Penalty: 12360.107422
	Iteration 91Q: 3 clusters Score -4962292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -4962289.500000 Penalty: 12360.107422
	Iteration 92Q: 3 clusters Score -4962290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -4962298.000000 Penalty: 12360.107422
	Iteration 93Q: 3 clusters Score -4962298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -4962299.500000 Penalty: 12360.107422
	Iteration 94Q: 3 clusters Score -4962300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -4962292.000000 Penalty: 12360.107422
	Iteration 95Q: 3 clusters Score -4962292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4962297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4962297.000000 Penalty: 12360.107422
	Iteration 97F: 3 clusters Score -4962297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Entering Unmasked Estep 
Score: -2391006.000000 Penalty: 5743.178223
	Iteration 0F: 2 clusters Score -2391006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2379658.750000 Penalty: 11486.356445
	Iteration 0F: 3 clusters Score -2379659 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2382123.500000 Penalty: 11486.356445
	Iteration 1F: 3 clusters Score -2382124 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2382645.000000 Penalty: 11486.356445
	Iteration 2F: 3 clusters Score -2382645 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2382955.500000 Penalty: 11486.356445
	Iteration 3F: 3 clusters Score -2382956 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2383147.750000 Penalty: 11486.356445
	Iteration 4Q: 3 clusters Score -2383148 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2383304.250000 Penalty: 11486.356445
	Iteration 5Q: 3 clusters Score -2383304 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2383435.250000 Penalty: 11486.356445
	Iteration 6Q: 3 clusters Score -2383435 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2383600.250000 Penalty: 11486.356445
	Iteration 7Q: 3 clusters Score -2383600 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2383793.750000 Penalty: 11486.356445
	Iteration 8Q: 3 clusters Score -2383794 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2384052.500000 Penalty: 11486.356445
	Iteration 9Q: 3 clusters Score -2384052 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2384329.500000 Penalty: 11486.356445
	Iteration 10Q: 3 clusters Score -2384330 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2384654.750000 Penalty: 11486.356445
	Iteration 11Q: 3 clusters Score -2384655 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2384961.250000 Penalty: 11486.356445
	Iteration 12Q: 3 clusters Score -2384961 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2385315.500000 Penalty: 11486.356445
	Iteration 13Q: 3 clusters Score -2385316 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2385655.500000 Penalty: 11486.356445
	Iteration 14Q: 3 clusters Score -2385656 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2385951.500000 Penalty: 11486.356445
	Iteration 15Q: 3 clusters Score -2385952 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2386238.750000 Penalty: 11486.356445
	Iteration 16Q: 3 clusters Score -2386239 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2386487.250000 Penalty: 11486.356445
	Iteration 17Q: 3 clusters Score -2386487 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2386730.250000 Penalty: 11486.356445
	Iteration 18Q: 3 clusters Score -2386730 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2387014.000000 Penalty: 11486.356445
	Iteration 19Q: 3 clusters Score -2387014 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2387200.750000 Penalty: 11486.356445
	Iteration 20F: 3 clusters Score -2387201 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2387339.250000 Penalty: 11486.356445
	Iteration 21Q: 3 clusters Score -2387339 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2387434.000000 Penalty: 11486.356445
	Iteration 22Q: 3 clusters Score -2387434 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2387515.750000 Penalty: 11486.356445
	Iteration 23Q: 3 clusters Score -2387516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2387574.500000 Penalty: 11486.356445
	Iteration 24Q: 3 clusters Score -2387574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2387604.500000 Penalty: 11486.356445
	Iteration 25Q: 3 clusters Score -2387604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2387637.500000 Penalty: 11486.356445
	Iteration 26Q: 3 clusters Score -2387638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2387665.250000 Penalty: 11486.356445
	Iteration 27Q: 3 clusters Score -2387665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2387682.750000 Penalty: 11486.356445
	Iteration 28Q: 3 clusters Score -2387683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2387698.000000 Penalty: 11486.356445
	Iteration 29Q: 3 clusters Score -2387698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2387720.500000 Penalty: 11486.356445
	Iteration 30Q: 3 clusters Score -2387720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2387737.500000 Penalty: 11486.356445
	Iteration 31Q: 3 clusters Score -2387738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2387742.750000 Penalty: 11486.356445
	Iteration 32Q: 3 clusters Score -2387743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2387757.250000 Penalty: 11486.356445
	Iteration 33Q: 3 clusters Score -2387757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2387765.000000 Penalty: 11486.356445
	Iteration 34Q: 3 clusters Score -2387765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2387769.750000 Penalty: 11486.356445
	Iteration 35Q: 3 clusters Score -2387770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2387776.750000 Penalty: 11486.356445
	Iteration 36Q: 3 clusters Score -2387777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2387779.250000 Penalty: 11486.356445
	Iteration 37Q: 3 clusters Score -2387779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2387785.250000 Penalty: 11486.356445
	Iteration 38Q: 3 clusters Score -2387785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2387778.000000 Penalty: 11486.356445
	Iteration 39Q: 3 clusters Score -2387778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2387784.500000 Penalty: 11486.356445
	Iteration 40F: 3 clusters Score -2387784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2387781.500000 Penalty: 11486.356445
	Iteration 41Q: 3 clusters Score -2387782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2387787.500000 Penalty: 11486.356445
	Iteration 42Q: 3 clusters Score -2387788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2387790.250000 Penalty: 11486.356445
	Iteration 43Q: 3 clusters Score -2387790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2387785.250000 Penalty: 11486.356445
	Iteration 44Q: 3 clusters Score -2387785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2387787.500000 Penalty: 11486.356445
	Iteration 45Q: 3 clusters Score -2387788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2387788.000000 Penalty: 11486.356445
	Iteration 46Q: 3 clusters Score -2387788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2387792.500000 Penalty: 11486.356445
	Iteration 47Q: 3 clusters Score -2387792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2387797.500000 Penalty: 11486.356445
	Iteration 48Q: 3 clusters Score -2387798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2387799.250000 Penalty: 11486.356445
	Iteration 49Q: 3 clusters Score -2387799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2387798.750000 Penalty: 11486.356445
	Iteration 50Q: 3 clusters Score -2387799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2387799.000000 Penalty: 11486.356445
	Iteration 51Q: 3 clusters Score -2387799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2387802.000000 Penalty: 11486.356445
	Iteration 52Q: 3 clusters Score -2387802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2387802.000000 Penalty: 11486.356445
	Iteration 53F: 3 clusters Score -2387802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -104371.750000 Penalty: 3872.571045
	Iteration 0F: 2 clusters Score -104371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100963.796875 Penalty: 7745.142090
	Iteration 0F: 3 clusters Score -100963.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -101198.523438 Penalty: 7745.142090
	Iteration 1F: 3 clusters Score -101198.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -101389.734375 Penalty: 7745.142090
	Iteration 2Q: 3 clusters Score -101389.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -101453.007812 Penalty: 7745.142090
	Iteration 3Q: 3 clusters Score -101453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101485.328125 Penalty: 7745.142090
	Iteration 4Q: 3 clusters Score -101485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101502.375000 Penalty: 7745.142090
	Iteration 5Q: 3 clusters Score -101502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -101508.695312 Penalty: 7745.142090
	Iteration 6Q: 3 clusters Score -101508.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -101508.695312 Penalty: 7745.142090
	Iteration 7F: 3 clusters Score -101508.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -377315.468750 Penalty: 4619.280762
	Iteration 0F: 2 clusters Score -377315.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -372447.875000 Penalty: 9238.561523
	Iteration 0F: 3 clusters Score -372447.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -373087.968750 Penalty: 9238.561523
	Iteration 1F: 3 clusters Score -373088 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -373396.375000 Penalty: 9238.561523
	Iteration 2F: 3 clusters Score -373396.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -373765.937500 Penalty: 9238.561523
	Iteration 3F: 3 clusters Score -373765.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -374433.812500 Penalty: 9238.561523
	Iteration 4F: 3 clusters Score -374433.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -375168.781250 Penalty: 9238.561523
	Iteration 5F: 3 clusters Score -375168.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -375962.562500 Penalty: 9238.561523
	Iteration 6F: 3 clusters Score -375962.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -376414.812500 Penalty: 9238.561523
	Iteration 7F: 3 clusters Score -376414.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -376700.187500 Penalty: 9238.561523
	Iteration 8Q: 3 clusters Score -376700.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -376872.406250 Penalty: 9238.561523
	Iteration 9Q: 3 clusters Score -376872.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -376971.968750 Penalty: 9238.561523
	Iteration 10Q: 3 clusters Score -376972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -377035.468750 Penalty: 9238.561523
	Iteration 11Q: 3 clusters Score -377035.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -377093.250000 Penalty: 9238.561523
	Iteration 12Q: 3 clusters Score -377093.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -377131.062500 Penalty: 9238.561523
	Iteration 13Q: 3 clusters Score -377131.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -377158.156250 Penalty: 9238.561523
	Iteration 14Q: 3 clusters Score -377158.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -377207.750000 Penalty: 9238.561523
	Iteration 15Q: 3 clusters Score -377207.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -377242.062500 Penalty: 9238.561523
	Iteration 16Q: 3 clusters Score -377242.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -377287.375000 Penalty: 9238.561523
	Iteration 17Q: 3 clusters Score -377287.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -377363.281250 Penalty: 9238.561523
	Iteration 18Q: 3 clusters Score -377363.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -377448.906250 Penalty: 9238.561523
	Iteration 19Q: 3 clusters Score -377448.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -377498.281250 Penalty: 9238.561523
	Iteration 20F: 3 clusters Score -377498.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -377523.312500 Penalty: 9238.561523
	Iteration 21Q: 3 clusters Score -377523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -377526.968750 Penalty: 9238.561523
	Iteration 22Q: 3 clusters Score -377527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -377526.968750 Penalty: 9238.561523
	Iteration 23F: 3 clusters Score -377527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 25510 members 
Mstep: Class 8 contains 37473 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27352 members 
Mstep: Class 11 contains 87444 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28882 members 
Mstep: Class 14 contains 25548 members 
Mstep: Class 15 contains 60231 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15125 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 1341 members 
Entering Unmasked Estep 
Score: -89410896.000000 Penalty: 183124.609375
Splitting cluster 6 changes total score from -89414016.000000 to -89410896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (25510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Entering Unmasked Estep 
Score: -4995528.000000 Penalty: 6214.930664
	Iteration 0F: 2 clusters Score -4995528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4975458.500000 Penalty: 12429.861328
	Iteration 0F: 3 clusters Score -4975458 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -4981366.500000 Penalty: 12429.861328
	Iteration 1F: 3 clusters Score -4981366 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -4982389.000000 Penalty: 12429.861328
	Iteration 2F: 3 clusters Score -4982389 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4983420.500000 Penalty: 12429.861328
	Iteration 3F: 3 clusters Score -4983420 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4984619.000000 Penalty: 12429.861328
	Iteration 4F: 3 clusters Score -4984619 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4985869.000000 Penalty: 12429.861328
	Iteration 5F: 3 clusters Score -4985869 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4987020.500000 Penalty: 12429.861328
	Iteration 6F: 3 clusters Score -4987020 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -4987916.000000 Penalty: 12429.861328
	Iteration 7F: 3 clusters Score -4987916 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4988634.000000 Penalty: 12429.861328
	Iteration 8Q: 3 clusters Score -4988634 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -4989157.500000 Penalty: 12429.861328
	Iteration 9Q: 3 clusters Score -4989158 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4989506.500000 Penalty: 12429.861328
	Iteration 10Q: 3 clusters Score -4989506 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -4989762.000000 Penalty: 12429.861328
	Iteration 11Q: 3 clusters Score -4989762 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4989893.500000 Penalty: 12429.861328
	Iteration 12Q: 3 clusters Score -4989894 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -4990016.000000 Penalty: 12429.861328
	Iteration 13Q: 3 clusters Score -4990016 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4990087.500000 Penalty: 12429.861328
	Iteration 14Q: 3 clusters Score -4990088 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4990154.500000 Penalty: 12429.861328
	Iteration 15Q: 3 clusters Score -4990154 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4990199.000000 Penalty: 12429.861328
	Iteration 16Q: 3 clusters Score -4990199 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -4990253.500000 Penalty: 12429.861328
	Iteration 17Q: 3 clusters Score -4990254 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4990281.000000 Penalty: 12429.861328
	Iteration 18Q: 3 clusters Score -4990281 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4990313.500000 Penalty: 12429.861328
	Iteration 19Q: 3 clusters Score -4990314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -4990335.500000 Penalty: 12429.861328
	Iteration 20F: 3 clusters Score -4990336 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -4990342.000000 Penalty: 12429.861328
	Iteration 21Q: 3 clusters Score -4990342 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4990384.000000 Penalty: 12429.861328
	Iteration 22Q: 3 clusters Score -4990384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -4990388.500000 Penalty: 12429.861328
	Iteration 23Q: 3 clusters Score -4990388 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4990395.500000 Penalty: 12429.861328
	Iteration 24Q: 3 clusters Score -4990396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -4990403.000000 Penalty: 12429.861328
	Iteration 25Q: 3 clusters Score -4990403 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4990414.500000 Penalty: 12429.861328
	Iteration 26Q: 3 clusters Score -4990414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -4990413.000000 Penalty: 12429.861328
	Iteration 27Q: 3 clusters Score -4990413 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -4990411.500000 Penalty: 12429.861328
	Iteration 28Q: 3 clusters Score -4990412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -4990432.000000 Penalty: 12429.861328
	Iteration 29Q: 3 clusters Score -4990432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -4990458.000000 Penalty: 12429.861328
	Iteration 30Q: 3 clusters Score -4990458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -4990452.500000 Penalty: 12429.861328
	Iteration 31Q: 3 clusters Score -4990452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -4990469.000000 Penalty: 12429.861328
	Iteration 32Q: 3 clusters Score -4990469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4990471.500000 Penalty: 12429.861328
	Iteration 33Q: 3 clusters Score -4990472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4990479.500000 Penalty: 12429.861328
	Iteration 34Q: 3 clusters Score -4990480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4990483.500000 Penalty: 12429.861328
	Iteration 35Q: 3 clusters Score -4990484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4990502.500000 Penalty: 12429.861328
	Iteration 36Q: 3 clusters Score -4990502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -4990497.500000 Penalty: 12429.861328
	Iteration 37Q: 3 clusters Score -4990498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4990510.500000 Penalty: 12429.861328
	Iteration 38Q: 3 clusters Score -4990510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -4990510.000000 Penalty: 12429.861328
	Iteration 39Q: 3 clusters Score -4990510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4990527.000000 Penalty: 12429.861328
	Iteration 40F: 3 clusters Score -4990527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4990522.500000 Penalty: 12429.861328
	Iteration 41Q: 3 clusters Score -4990522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -4990527.000000 Penalty: 12429.861328
	Iteration 42Q: 3 clusters Score -4990527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4990523.500000 Penalty: 12429.861328
	Iteration 43Q: 3 clusters Score -4990524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -4990540.000000 Penalty: 12429.861328
	Iteration 44Q: 3 clusters Score -4990540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4990534.500000 Penalty: 12429.861328
	Iteration 45Q: 3 clusters Score -4990534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -4990548.500000 Penalty: 12429.861328
	Iteration 46Q: 3 clusters Score -4990548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -4990559.500000 Penalty: 12429.861328
	Iteration 47Q: 3 clusters Score -4990560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4990549.500000 Penalty: 12429.861328
	Iteration 48Q: 3 clusters Score -4990550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -4990551.500000 Penalty: 12429.861328
	Iteration 49Q: 3 clusters Score -4990552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -4990560.000000 Penalty: 12429.861328
	Iteration 50Q: 3 clusters Score -4990560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4990558.500000 Penalty: 12429.861328
	Iteration 51Q: 3 clusters Score -4990558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -4990583.500000 Penalty: 12429.861328
	Iteration 52Q: 3 clusters Score -4990584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -4990595.500000 Penalty: 12429.861328
	Iteration 53Q: 3 clusters Score -4990596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4990593.000000 Penalty: 12429.861328
	Iteration 54Q: 3 clusters Score -4990593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4990595.500000 Penalty: 12429.861328
	Iteration 55Q: 3 clusters Score -4990596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4990591.000000 Penalty: 12429.861328
	Iteration 56Q: 3 clusters Score -4990591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -4990602.000000 Penalty: 12429.861328
	Iteration 57Q: 3 clusters Score -4990602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -4990589.000000 Penalty: 12429.861328
	Iteration 58Q: 3 clusters Score -4990589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4990608.500000 Penalty: 12429.861328
	Iteration 59Q: 3 clusters Score -4990608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4990601.000000 Penalty: 12429.861328
	Iteration 60F: 3 clusters Score -4990601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4990608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -4990611.500000 Penalty: 12429.861328
	Iteration 62Q: 3 clusters Score -4990612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4990608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4990607.500000 Penalty: 12429.861328
	Iteration 64Q: 3 clusters Score -4990608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4990612.000000 Penalty: 12429.861328
	Iteration 65Q: 3 clusters Score -4990612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -4990623.500000 Penalty: 12429.861328
	Iteration 66Q: 3 clusters Score -4990624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -4990637.000000 Penalty: 12429.861328
	Iteration 67Q: 3 clusters Score -4990637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -4990655.000000 Penalty: 12429.861328
	Iteration 68Q: 3 clusters Score -4990655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4990646.000000 Penalty: 12429.861328
	Iteration 69Q: 3 clusters Score -4990646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -4990639.500000 Penalty: 12429.861328
	Iteration 70Q: 3 clusters Score -4990640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -4990650.000000 Penalty: 12429.861328
	Iteration 71Q: 3 clusters Score -4990650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -4990648.500000 Penalty: 12429.861328
	Iteration 72Q: 3 clusters Score -4990648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -4990652.500000 Penalty: 12429.861328
	Iteration 73Q: 3 clusters Score -4990652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -4990657.500000 Penalty: 12429.861328
	Iteration 74Q: 3 clusters Score -4990658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -4990651.500000 Penalty: 12429.861328
	Iteration 75Q: 3 clusters Score -4990652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -4990649.000000 Penalty: 12429.861328
	Iteration 76Q: 3 clusters Score -4990649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -4990648.500000 Penalty: 12429.861328
	Iteration 77Q: 3 clusters Score -4990648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -4990653.000000 Penalty: 12429.861328
	Iteration 78Q: 3 clusters Score -4990653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -4990658.500000 Penalty: 12429.861328
	Iteration 79Q: 3 clusters Score -4990658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -4990664.000000 Penalty: 12429.861328
	Iteration 80F: 3 clusters Score -4990664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -4990647.000000 Penalty: 12429.861328
	Iteration 81Q: 3 clusters Score -4990647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -4990663.000000 Penalty: 12429.861328
	Iteration 82Q: 3 clusters Score -4990663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -4990659.000000 Penalty: 12429.861328
	Iteration 83Q: 3 clusters Score -4990659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -4990656.000000 Penalty: 12429.861328
	Iteration 84Q: 3 clusters Score -4990656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4990670.000000 Penalty: 12429.861328
	Iteration 85Q: 3 clusters Score -4990670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -4990666.000000 Penalty: 12429.861328
	Iteration 86Q: 3 clusters Score -4990666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4990675.500000 Penalty: 12429.861328
	Iteration 87Q: 3 clusters Score -4990676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -4990669.500000 Penalty: 12429.861328
	Iteration 88Q: 3 clusters Score -4990670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -4990666.500000 Penalty: 12429.861328
	Iteration 89Q: 3 clusters Score -4990666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -4990666.000000 Penalty: 12429.861328
	Iteration 90Q: 3 clusters Score -4990666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -4990669.000000 Penalty: 12429.861328
	Iteration 91Q: 3 clusters Score -4990669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4990672.000000 Penalty: 12429.861328
	Iteration 92Q: 3 clusters Score -4990672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -4990665.000000 Penalty: 12429.861328
	Iteration 93Q: 3 clusters Score -4990665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4990669.000000 Penalty: 12429.861328
	Iteration 94Q: 3 clusters Score -4990669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4990667.000000 Penalty: 12429.861328
	Iteration 95Q: 3 clusters Score -4990667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -4990674.000000 Penalty: 12429.861328
	Iteration 96Q: 3 clusters Score -4990674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -4990670.500000 Penalty: 12429.861328
	Iteration 97Q: 3 clusters Score -4990670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -4990669.500000 Penalty: 12429.861328
	Iteration 98Q: 3 clusters Score -4990670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -4990666.500000 Penalty: 12429.861328
	Iteration 99Q: 3 clusters Score -4990666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -4990664.000000 Penalty: 12429.861328
	Iteration 100F: 3 clusters Score -4990664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4990674.500000 Penalty: 12429.861328
	Iteration 101Q: 3 clusters Score -4990674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -4990677.000000 Penalty: 12429.861328
	Iteration 102Q: 3 clusters Score -4990677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4990671.500000 Penalty: 12429.861328
	Iteration 103Q: 3 clusters Score -4990672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4990673.500000 Penalty: 12429.861328
	Iteration 104Q: 3 clusters Score -4990674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4990672.500000 Penalty: 12429.861328
	Iteration 105Q: 3 clusters Score -4990672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -4990667.500000 Penalty: 12429.861328
	Iteration 106Q: 3 clusters Score -4990668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -4990672.000000 Penalty: 12429.861328
	Iteration 107Q: 3 clusters Score -4990672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -4990672.500000 Penalty: 12429.861328
	Iteration 108Q: 3 clusters Score -4990672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4990674.000000 Penalty: 12429.861328
	Iteration 109Q: 3 clusters Score -4990674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4990669.500000 Penalty: 12429.861328
	Iteration 110Q: 3 clusters Score -4990670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4990678.000000 Penalty: 12429.861328
	Iteration 111Q: 3 clusters Score -4990678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -4990675.000000 Penalty: 12429.861328
	Iteration 112Q: 3 clusters Score -4990675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -4990674.500000 Penalty: 12429.861328
	Iteration 113Q: 3 clusters Score -4990674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -4990681.000000 Penalty: 12429.861328
	Iteration 114Q: 3 clusters Score -4990681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -4990679.500000 Penalty: 12429.861328
	Iteration 115Q: 3 clusters Score -4990680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -4990679.500000 Penalty: 12429.861328
	Iteration 116F: 3 clusters Score -4990680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Entering Unmasked Estep 
Score: -7764130.000000 Penalty: 6450.467773
	Iteration 0F: 2 clusters Score -7764130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -7736407.500000 Penalty: 12900.935547
	Iteration 0F: 3 clusters Score -7736408 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -7745046.500000 Penalty: 12900.935547
	Iteration 1F: 3 clusters Score -7745046 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -7745978.500000 Penalty: 12900.935547
	Iteration 2F: 3 clusters Score -7745978 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -7746818.500000 Penalty: 12900.935547
	Iteration 3F: 3 clusters Score -7746818 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -7747706.000000 Penalty: 12900.935547
	Iteration 4Q: 3 clusters Score -7747706 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -7748702.500000 Penalty: 12900.935547
	Iteration 5Q: 3 clusters Score -7748702 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -7749729.000000 Penalty: 12900.935547
	Iteration 6Q: 3 clusters Score -7749729 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -7750811.500000 Penalty: 12900.935547
	Iteration 7Q: 3 clusters Score -7750812 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -7752013.500000 Penalty: 12900.935547
	Iteration 8Q: 3 clusters Score -7752014 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -7753332.000000 Penalty: 12900.935547
	Iteration 9F: 3 clusters Score -7753332 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -7754616.000000 Penalty: 12900.935547
	Iteration 10Q: 3 clusters Score -7754616 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -7755956.000000 Penalty: 12900.935547
	Iteration 11Q: 3 clusters Score -7755956 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -7757066.000000 Penalty: 12900.935547
	Iteration 12Q: 3 clusters Score -7757066 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -7757827.500000 Penalty: 12900.935547
	Iteration 13Q: 3 clusters Score -7757828 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -7758225.000000 Penalty: 12900.935547
	Iteration 14Q: 3 clusters Score -7758225 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -7758391.000000 Penalty: 12900.935547
	Iteration 15Q: 3 clusters Score -7758391 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -7758511.000000 Penalty: 12900.935547
	Iteration 16Q: 3 clusters Score -7758511 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -7758556.000000 Penalty: 12900.935547
	Iteration 17Q: 3 clusters Score -7758556 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -7758581.000000 Penalty: 12900.935547
	Iteration 18Q: 3 clusters Score -7758581 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -7758600.000000 Penalty: 12900.935547
	Iteration 19Q: 3 clusters Score -7758600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -7758638.500000 Penalty: 12900.935547
	Iteration 20F: 3 clusters Score -7758638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -7758628.500000 Penalty: 12900.935547
	Iteration 21Q: 3 clusters Score -7758628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -7758638.000000 Penalty: 12900.935547
	Iteration 22Q: 3 clusters Score -7758638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -7758662.000000 Penalty: 12900.935547
	Iteration 23Q: 3 clusters Score -7758662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -7758653.500000 Penalty: 12900.935547
	Iteration 24Q: 3 clusters Score -7758654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -7758666.000000 Penalty: 12900.935547
	Iteration 25Q: 3 clusters Score -7758666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -7758663.500000 Penalty: 12900.935547
	Iteration 26Q: 3 clusters Score -7758664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -7758668.500000 Penalty: 12900.935547
	Iteration 27Q: 3 clusters Score -7758668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -7758661.000000 Penalty: 12900.935547
	Iteration 28Q: 3 clusters Score -7758661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -7758673.000000 Penalty: 12900.935547
	Iteration 29Q: 3 clusters Score -7758673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -7758671.000000 Penalty: 12900.935547
	Iteration 30Q: 3 clusters Score -7758671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -7758694.000000 Penalty: 12900.935547
	Iteration 31Q: 3 clusters Score -7758694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -7758690.000000 Penalty: 12900.935547
	Iteration 32Q: 3 clusters Score -7758690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -7758696.000000 Penalty: 12900.935547
	Iteration 33Q: 3 clusters Score -7758696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -7758715.500000 Penalty: 12900.935547
	Iteration 34Q: 3 clusters Score -7758716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -7758694.000000 Penalty: 12900.935547
	Iteration 35Q: 3 clusters Score -7758694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -7758707.000000 Penalty: 12900.935547
	Iteration 36Q: 3 clusters Score -7758707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -7758729.000000 Penalty: 12900.935547
	Iteration 37Q: 3 clusters Score -7758729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -7758713.000000 Penalty: 12900.935547
	Iteration 38Q: 3 clusters Score -7758713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -7758700.000000 Penalty: 12900.935547
	Iteration 39Q: 3 clusters Score -7758700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -7758718.500000 Penalty: 12900.935547
	Iteration 40F: 3 clusters Score -7758718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -7758725.000000 Penalty: 12900.935547
	Iteration 41Q: 3 clusters Score -7758725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -7758720.000000 Penalty: 12900.935547
	Iteration 42Q: 3 clusters Score -7758720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -7758726.000000 Penalty: 12900.935547
	Iteration 43Q: 3 clusters Score -7758726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -7758734.500000 Penalty: 12900.935547
	Iteration 44Q: 3 clusters Score -7758734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -7758732.000000 Penalty: 12900.935547
	Iteration 45Q: 3 clusters Score -7758732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -7758738.000000 Penalty: 12900.935547
	Iteration 46Q: 3 clusters Score -7758738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -7758743.500000 Penalty: 12900.935547
	Iteration 47Q: 3 clusters Score -7758744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -7758746.500000 Penalty: 12900.935547
	Iteration 48Q: 3 clusters Score -7758746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -7758746.500000 Penalty: 12900.935547
	Iteration 49Q: 3 clusters Score -7758746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -7758745.500000 Penalty: 12900.935547
	Iteration 50Q: 3 clusters Score -7758746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -7758755.500000 Penalty: 12900.935547
	Iteration 51Q: 3 clusters Score -7758756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -7758772.000000 Penalty: 12900.935547
	Iteration 52Q: 3 clusters Score -7758772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -7758765.000000 Penalty: 12900.935547
	Iteration 53Q: 3 clusters Score -7758765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -7758766.000000 Penalty: 12900.935547
	Iteration 54Q: 3 clusters Score -7758766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -7758774.500000 Penalty: 12900.935547
	Iteration 55Q: 3 clusters Score -7758774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -7758780.000000 Penalty: 12900.935547
	Iteration 56Q: 3 clusters Score -7758780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -7758774.500000 Penalty: 12900.935547
	Iteration 57Q: 3 clusters Score -7758774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -7758778.000000 Penalty: 12900.935547
	Iteration 58Q: 3 clusters Score -7758778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -7758783.500000 Penalty: 12900.935547
	Iteration 59Q: 3 clusters Score -7758784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -7758803.000000 Penalty: 12900.935547
	Iteration 60F: 3 clusters Score -7758803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -7758797.500000 Penalty: 12900.935547
	Iteration 61Q: 3 clusters Score -7758798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -7758820.500000 Penalty: 12900.935547
	Iteration 62Q: 3 clusters Score -7758820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -7758814.000000 Penalty: 12900.935547
	Iteration 63Q: 3 clusters Score -7758814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -7758834.500000 Penalty: 12900.935547
	Iteration 64Q: 3 clusters Score -7758834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -7758857.000000 Penalty: 12900.935547
	Iteration 65Q: 3 clusters Score -7758857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -7758845.000000 Penalty: 12900.935547
	Iteration 66Q: 3 clusters Score -7758845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -7758852.500000 Penalty: 12900.935547
	Iteration 67Q: 3 clusters Score -7758852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -7758862.000000 Penalty: 12900.935547
	Iteration 68Q: 3 clusters Score -7758862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -7758882.500000 Penalty: 12900.935547
	Iteration 69Q: 3 clusters Score -7758882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -7758873.500000 Penalty: 12900.935547
	Iteration 70Q: 3 clusters Score -7758874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -7758874.500000 Penalty: 12900.935547
	Iteration 71Q: 3 clusters Score -7758874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -7758900.000000 Penalty: 12900.935547
	Iteration 72Q: 3 clusters Score -7758900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -7758887.500000 Penalty: 12900.935547
	Iteration 73Q: 3 clusters Score -7758888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -7758924.500000 Penalty: 12900.935547
	Iteration 74Q: 3 clusters Score -7758924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -7758912.500000 Penalty: 12900.935547
	Iteration 75Q: 3 clusters Score -7758912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -7758926.500000 Penalty: 12900.935547
	Iteration 76Q: 3 clusters Score -7758926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -7758917.000000 Penalty: 12900.935547
	Iteration 77Q: 3 clusters Score -7758917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -7758942.000000 Penalty: 12900.935547
	Iteration 78Q: 3 clusters Score -7758942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -7758937.500000 Penalty: 12900.935547
	Iteration 79Q: 3 clusters Score -7758938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -7758945.500000 Penalty: 12900.935547
	Iteration 80F: 3 clusters Score -7758946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -7758962.000000 Penalty: 12900.935547
	Iteration 81Q: 3 clusters Score -7758962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -7758991.000000 Penalty: 12900.935547
	Iteration 82Q: 3 clusters Score -7758991 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -7759021.000000 Penalty: 12900.935547
	Iteration 83Q: 3 clusters Score -7759021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -7759020.000000 Penalty: 12900.935547
	Iteration 84Q: 3 clusters Score -7759020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -7759034.500000 Penalty: 12900.935547
	Iteration 85Q: 3 clusters Score -7759034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -7759044.000000 Penalty: 12900.935547
	Iteration 86Q: 3 clusters Score -7759044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -7759070.000000 Penalty: 12900.935547
	Iteration 87Q: 3 clusters Score -7759070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -7759062.000000 Penalty: 12900.935547
	Iteration 88Q: 3 clusters Score -7759062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -7759069.500000 Penalty: 12900.935547
	Iteration 89Q: 3 clusters Score -7759070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -7759060.000000 Penalty: 12900.935547
	Iteration 90Q: 3 clusters Score -7759060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -7759053.500000 Penalty: 12900.935547
	Iteration 91Q: 3 clusters Score -7759054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -7759075.500000 Penalty: 12900.935547
	Iteration 92Q: 3 clusters Score -7759076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -7759060.000000 Penalty: 12900.935547
	Iteration 93Q: 3 clusters Score -7759060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -7759070.500000 Penalty: 12900.935547
	Iteration 94Q: 3 clusters Score -7759070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -7759066.500000 Penalty: 12900.935547
	Iteration 95Q: 3 clusters Score -7759066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -7759063.000000 Penalty: 12900.935547
	Iteration 96Q: 3 clusters Score -7759063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -7759068.500000 Penalty: 12900.935547
	Iteration 97Q: 3 clusters Score -7759068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -7759067.500000 Penalty: 12900.935547
	Iteration 98Q: 3 clusters Score -7759068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -7759053.500000 Penalty: 12900.935547
	Iteration 99Q: 3 clusters Score -7759054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -7759054.000000 Penalty: 12900.935547
	Iteration 100F: 3 clusters Score -7759054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -7759049.000000 Penalty: 12900.935547
	Iteration 101Q: 3 clusters Score -7759049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -7759061.000000 Penalty: 12900.935547
	Iteration 102Q: 3 clusters Score -7759061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -7759060.500000 Penalty: 12900.935547
	Iteration 103Q: 3 clusters Score -7759060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -7759063.500000 Penalty: 12900.935547
	Iteration 104Q: 3 clusters Score -7759064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -7759065.000000 Penalty: 12900.935547
	Iteration 105Q: 3 clusters Score -7759065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -7759065.000000 Penalty: 12900.935547
	Iteration 106F: 3 clusters Score -7759065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -131061.968750 Penalty: 4052.339844
	Iteration 0F: 2 clusters Score -131062 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 360 members 
Entering Unmasked Estep 
Score: -127310.945312 Penalty: 8104.679688
	Iteration 0F: 3 clusters Score -127310.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -127763.031250 Penalty: 8104.679688
	Iteration 1F: 3 clusters Score -127763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -128086.515625 Penalty: 8104.679688
	Iteration 2F: 3 clusters Score -128086.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -128312.437500 Penalty: 8104.679688
	Iteration 3Q: 3 clusters Score -128312.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -128466.398438 Penalty: 8104.679688
	Iteration 4Q: 3 clusters Score -128466.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128564.937500 Penalty: 8104.679688
	Iteration 5Q: 3 clusters Score -128564.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128716.453125 Penalty: 8104.679688
	Iteration 6Q: 3 clusters Score -128716.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -128905.468750 Penalty: 8104.679688
	Iteration 7Q: 3 clusters Score -128905.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -129057.453125 Penalty: 8104.679688
	Iteration 8Q: 3 clusters Score -129057.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -129213.085938 Penalty: 8104.679688
	Iteration 9Q: 3 clusters Score -129213.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -129402.765625 Penalty: 8104.679688
	Iteration 10Q: 3 clusters Score -129402.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -129537.460938 Penalty: 8104.679688
	Iteration 11Q: 3 clusters Score -129537.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -129675.218750 Penalty: 8104.679688
	Iteration 12Q: 3 clusters Score -129675.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -129772.718750 Penalty: 8104.679688
	Iteration 13Q: 3 clusters Score -129772.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -129889.054688 Penalty: 8104.679688
	Iteration 14Q: 3 clusters Score -129889.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -130120.773438 Penalty: 8104.679688
	Iteration 15Q: 3 clusters Score -130120.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -130575.000000 Penalty: 8104.679688
	Iteration 16Q: 3 clusters Score -130575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -131101.765625 Penalty: 8104.679688
	Iteration 17Q: 3 clusters Score -131101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -131171.828125 Penalty: 8104.679688
	Iteration 18Q: 3 clusters Score -131171.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131249.156250 Penalty: 8104.679688
	Iteration 19Q: 3 clusters Score -131249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -131324.328125 Penalty: 8104.679688
	Iteration 20F: 3 clusters Score -131324.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -131432.375000 Penalty: 8104.679688
	Iteration 21Q: 3 clusters Score -131432.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -131536.046875 Penalty: 8104.679688
	Iteration 22Q: 3 clusters Score -131536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -131649.906250 Penalty: 8104.679688
	Iteration 23Q: 3 clusters Score -131649.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -131764.093750 Penalty: 8104.679688
	Iteration 24Q: 3 clusters Score -131764.1 nChanged 3
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: -131862.328125 Penalty: 8104.679688
	Iteration 25Q: 3 clusters Score -131862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -132013.375000 Penalty: 8104.679688
	Iteration 26Q: 3 clusters Score -132013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -132030.890625 Penalty: 8104.679688
	Iteration 27Q: 3 clusters Score -132030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -132035.734375 Penalty: 8104.679688
	Iteration 28Q: 3 clusters Score -132035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -132035.734375 Penalty: 8104.679688
	Iteration 29F: 3 clusters Score -132035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25510 members 
Mstep: Class 8 contains 37473 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 27352 members 
Mstep: Class 11 contains 87444 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28882 members 
Mstep: Class 14 contains 25548 members 
Mstep: Class 15 contains 60231 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15125 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 313 members 
Entering Unmasked Estep 
Score: -89411128.000000 Penalty: 183124.609375
Splitting cluster 9 changes total score from -89414016.000000 to -89411128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (27352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Entering Unmasked Estep 
Score: -5675776.000000 Penalty: 6257.633789
	Iteration 0F: 2 clusters Score -5675776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -5654611.500000 Penalty: 12515.267578
	Iteration 0F: 3 clusters Score -5654612 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -5660658.500000 Penalty: 12515.267578
	Iteration 1F: 3 clusters Score -5660658 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -5661428.000000 Penalty: 12515.267578
	Iteration 2F: 3 clusters Score -5661428 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -5662007.000000 Penalty: 12515.267578
	Iteration 3Q: 3 clusters Score -5662007 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -5662515.500000 Penalty: 12515.267578
	Iteration 4Q: 3 clusters Score -5662516 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -5663142.500000 Penalty: 12515.267578
	Iteration 5Q: 3 clusters Score -5663142 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -5663936.000000 Penalty: 12515.267578
	Iteration 6Q: 3 clusters Score -5663936 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -5665053.500000 Penalty: 12515.267578
	Iteration 7Q: 3 clusters Score -5665054 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -5666606.500000 Penalty: 12515.267578
	Iteration 8F: 3 clusters Score -5666606 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -5668224.000000 Penalty: 12515.267578
	Iteration 9F: 3 clusters Score -5668224 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -5669729.500000 Penalty: 12515.267578
	Iteration 10F: 3 clusters Score -5669730 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -5671022.500000 Penalty: 12515.267578
	Iteration 11F: 3 clusters Score -5671022 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -5672131.500000 Penalty: 12515.267578
	Iteration 12Q: 3 clusters Score -5672132 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -5672966.500000 Penalty: 12515.267578
	Iteration 13Q: 3 clusters Score -5672966 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -5673484.500000 Penalty: 12515.267578
	Iteration 14Q: 3 clusters Score -5673484 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5673785.000000 Penalty: 12515.267578
	Iteration 15Q: 3 clusters Score -5673785 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -5673994.500000 Penalty: 12515.267578
	Iteration 16Q: 3 clusters Score -5673994 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -5674112.500000 Penalty: 12515.267578
	Iteration 17Q: 3 clusters Score -5674112 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -5674210.000000 Penalty: 12515.267578
	Iteration 18Q: 3 clusters Score -5674210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -5674278.000000 Penalty: 12515.267578
	Iteration 19Q: 3 clusters Score -5674278 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -5674364.000000 Penalty: 12515.267578
	Iteration 20F: 3 clusters Score -5674364 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -5674434.500000 Penalty: 12515.267578
	Iteration 21Q: 3 clusters Score -5674434 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -5674527.000000 Penalty: 12515.267578
	Iteration 22Q: 3 clusters Score -5674527 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -5674634.500000 Penalty: 12515.267578
	Iteration 23Q: 3 clusters Score -5674634 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -5674739.000000 Penalty: 12515.267578
	Iteration 24Q: 3 clusters Score -5674739 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -5674912.000000 Penalty: 12515.267578
	Iteration 25Q: 3 clusters Score -5674912 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -5675119.500000 Penalty: 12515.267578
	Iteration 26Q: 3 clusters Score -5675120 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -5675318.000000 Penalty: 12515.267578
	Iteration 27Q: 3 clusters Score -5675318 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -5675476.000000 Penalty: 12515.267578
	Iteration 28Q: 3 clusters Score -5675476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5675553.000000 Penalty: 12515.267578
	Iteration 29Q: 3 clusters Score -5675553 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5675594.500000 Penalty: 12515.267578
	Iteration 30Q: 3 clusters Score -5675594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5675596.500000 Penalty: 12515.267578
	Iteration 31Q: 3 clusters Score -5675596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5675595.000000 Penalty: 12515.267578
	Iteration 32Q: 3 clusters Score -5675595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5675591.500000 Penalty: 12515.267578
	Iteration 33Q: 3 clusters Score -5675592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5675595.500000 Penalty: 12515.267578
	Iteration 34Q: 3 clusters Score -5675596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -5675596.000000 Penalty: 12515.267578
	Iteration 35Q: 3 clusters Score -5675596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -5675598.500000 Penalty: 12515.267578
	Iteration 36Q: 3 clusters Score -5675598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5675598.000000 Penalty: 12515.267578
	Iteration 37Q: 3 clusters Score -5675598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5675598.000000 Penalty: 12515.267578
	Iteration 38F: 3 clusters Score -5675598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Entering Unmasked Estep 
Score: -17967494.000000 Penalty: 6969.486816
	Iteration 0F: 2 clusters Score -1.796749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -17907506.000000 Penalty: 13938.973633
	Iteration 0F: 3 clusters Score -1.790751e+07 nChanged 39687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -17929090.000000 Penalty: 13938.973633
	Iteration 1F: 3 clusters Score -1.792909e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -17930172.000000 Penalty: 13938.973633
	Iteration 2Q: 3 clusters Score -1.793017e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -17930978.000000 Penalty: 13938.973633
	Iteration 3Q: 3 clusters Score -1.793098e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -17931848.000000 Penalty: 13938.973633
	Iteration 4Q: 3 clusters Score -1.793185e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -17932500.000000 Penalty: 13938.973633
	Iteration 5Q: 3 clusters Score -1.79325e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -17933102.000000 Penalty: 13938.973633
	Iteration 6Q: 3 clusters Score -1.79331e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -17933762.000000 Penalty: 13938.973633
	Iteration 7Q: 3 clusters Score -1.793376e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -17934392.000000 Penalty: 13938.973633
	Iteration 8Q: 3 clusters Score -1.793439e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -17934952.000000 Penalty: 13938.973633
	Iteration 9Q: 3 clusters Score -1.793495e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -17935568.000000 Penalty: 13938.973633
	Iteration 10Q: 3 clusters Score -1.793557e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -17936134.000000 Penalty: 13938.973633
	Iteration 11Q: 3 clusters Score -1.793613e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -17936700.000000 Penalty: 13938.973633
	Iteration 12Q: 3 clusters Score -1.79367e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -17937320.000000 Penalty: 13938.973633
	Iteration 13Q: 3 clusters Score -1.793732e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -17937884.000000 Penalty: 13938.973633
	Iteration 14Q: 3 clusters Score -1.793788e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -17938494.000000 Penalty: 13938.973633
	Iteration 15Q: 3 clusters Score -1.793849e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -17939104.000000 Penalty: 13938.973633
	Iteration 16Q: 3 clusters Score -1.79391e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -17939912.000000 Penalty: 13938.973633
	Iteration 17Q: 3 clusters Score -1.793991e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -17940792.000000 Penalty: 13938.973633
	Iteration 18Q: 3 clusters Score -1.794079e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -17941890.000000 Penalty: 13938.973633
	Iteration 19Q: 3 clusters Score -1.794189e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -17943170.000000 Penalty: 13938.973633
	Iteration 20F: 3 clusters Score -1.794317e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -17944628.000000 Penalty: 13938.973633
	Iteration 21Q: 3 clusters Score -1.794463e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -17945940.000000 Penalty: 13938.973633
	Iteration 22Q: 3 clusters Score -1.794594e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -17946768.000000 Penalty: 13938.973633
	Iteration 23Q: 3 clusters Score -1.794677e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -17947250.000000 Penalty: 13938.973633
	Iteration 24Q: 3 clusters Score -1.794725e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -17947494.000000 Penalty: 13938.973633
	Iteration 25Q: 3 clusters Score -1.794749e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -17947584.000000 Penalty: 13938.973633
	Iteration 26Q: 3 clusters Score -1.794758e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -17947586.000000 Penalty: 13938.973633
	Iteration 27Q: 3 clusters Score -1.794759e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -17947650.000000 Penalty: 13938.973633
	Iteration 28Q: 3 clusters Score -1.794765e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -17947698.000000 Penalty: 13938.973633
	Iteration 29Q: 3 clusters Score -1.79477e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -17947774.000000 Penalty: 13938.973633
	Iteration 30Q: 3 clusters Score -1.794777e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -17947788.000000 Penalty: 13938.973633
	Iteration 31Q: 3 clusters Score -1.794779e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -17947758.000000 Penalty: 13938.973633
	Iteration 32Q: 3 clusters Score -1.794776e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -17947846.000000 Penalty: 13938.973633
	Iteration 33Q: 3 clusters Score -1.794785e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -17947862.000000 Penalty: 13938.973633
	Iteration 34Q: 3 clusters Score -1.794786e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -17947900.000000 Penalty: 13938.973633
	Iteration 35Q: 3 clusters Score -1.79479e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -17947896.000000 Penalty: 13938.973633
	Iteration 36Q: 3 clusters Score -1.79479e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -17947944.000000 Penalty: 13938.973633
	Iteration 37Q: 3 clusters Score -1.794794e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -17947966.000000 Penalty: 13938.973633
	Iteration 38Q: 3 clusters Score -1.794797e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -17947962.000000 Penalty: 13938.973633
	Iteration 39Q: 3 clusters Score -1.794796e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -17947946.000000 Penalty: 13938.973633
	Iteration 40F: 3 clusters Score -1.794795e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -17947976.000000 Penalty: 13938.973633
	Iteration 41Q: 3 clusters Score -1.794798e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -17948000.000000 Penalty: 13938.973633
	Iteration 42Q: 3 clusters Score -1.7948e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -17948020.000000 Penalty: 13938.973633
	Iteration 43Q: 3 clusters Score -1.794802e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -17948040.000000 Penalty: 13938.973633
	Iteration 44Q: 3 clusters Score -1.794804e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -17948124.000000 Penalty: 13938.973633
	Iteration 45Q: 3 clusters Score -1.794812e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -17948162.000000 Penalty: 13938.973633
	Iteration 46Q: 3 clusters Score -1.794816e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -17948140.000000 Penalty: 13938.973633
	Iteration 47Q: 3 clusters Score -1.794814e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -17948178.000000 Penalty: 13938.973633
	Iteration 48Q: 3 clusters Score -1.794818e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -17948180.000000 Penalty: 13938.973633
	Iteration 49Q: 3 clusters Score -1.794818e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -17948214.000000 Penalty: 13938.973633
	Iteration 50Q: 3 clusters Score -1.794821e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -17948240.000000 Penalty: 13938.973633
	Iteration 51Q: 3 clusters Score -1.794824e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -17948268.000000 Penalty: 13938.973633
	Iteration 52Q: 3 clusters Score -1.794827e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -17948298.000000 Penalty: 13938.973633
	Iteration 53Q: 3 clusters Score -1.79483e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -17948340.000000 Penalty: 13938.973633
	Iteration 54Q: 3 clusters Score -1.794834e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -17948350.000000 Penalty: 13938.973633
	Iteration 55Q: 3 clusters Score -1.794835e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -17948384.000000 Penalty: 13938.973633
	Iteration 56Q: 3 clusters Score -1.794838e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -17948374.000000 Penalty: 13938.973633
	Iteration 57Q: 3 clusters Score -1.794837e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -17948476.000000 Penalty: 13938.973633
	Iteration 58Q: 3 clusters Score -1.794848e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -17948570.000000 Penalty: 13938.973633
	Iteration 59Q: 3 clusters Score -1.794857e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -17948592.000000 Penalty: 13938.973633
	Iteration 60F: 3 clusters Score -1.794859e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -17948656.000000 Penalty: 13938.973633
	Iteration 61Q: 3 clusters Score -1.794866e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -17948680.000000 Penalty: 13938.973633
	Iteration 62Q: 3 clusters Score -1.794868e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -17948778.000000 Penalty: 13938.973633
	Iteration 63Q: 3 clusters Score -1.794878e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -17948820.000000 Penalty: 13938.973633
	Iteration 64Q: 3 clusters Score -1.794882e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -17948930.000000 Penalty: 13938.973633
	Iteration 65Q: 3 clusters Score -1.794893e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -17948944.000000 Penalty: 13938.973633
	Iteration 66Q: 3 clusters Score -1.794894e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -17948948.000000 Penalty: 13938.973633
	Iteration 67Q: 3 clusters Score -1.794895e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -17949040.000000 Penalty: 13938.973633
	Iteration 68Q: 3 clusters Score -1.794904e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -17949132.000000 Penalty: 13938.973633
	Iteration 69Q: 3 clusters Score -1.794913e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -17949180.000000 Penalty: 13938.973633
	Iteration 70Q: 3 clusters Score -1.794918e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -17949336.000000 Penalty: 13938.973633
	Iteration 71Q: 3 clusters Score -1.794934e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -17949444.000000 Penalty: 13938.973633
	Iteration 72Q: 3 clusters Score -1.794944e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -17949632.000000 Penalty: 13938.973633
	Iteration 73Q: 3 clusters Score -1.794963e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -17949758.000000 Penalty: 13938.973633
	Iteration 74Q: 3 clusters Score -1.794976e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -17950060.000000 Penalty: 13938.973633
	Iteration 75Q: 3 clusters Score -1.795006e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -17950352.000000 Penalty: 13938.973633
	Iteration 76Q: 3 clusters Score -1.795035e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -17950554.000000 Penalty: 13938.973633
	Iteration 77Q: 3 clusters Score -1.795055e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -17950798.000000 Penalty: 13938.973633
	Iteration 78Q: 3 clusters Score -1.79508e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -17951204.000000 Penalty: 13938.973633
	Iteration 79Q: 3 clusters Score -1.79512e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -17951594.000000 Penalty: 13938.973633
	Iteration 80F: 3 clusters Score -1.795159e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -17951952.000000 Penalty: 13938.973633
	Iteration 81Q: 3 clusters Score -1.795195e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -17952288.000000 Penalty: 13938.973633
	Iteration 82Q: 3 clusters Score -1.795229e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -17952706.000000 Penalty: 13938.973633
	Iteration 83Q: 3 clusters Score -1.795271e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -17953176.000000 Penalty: 13938.973633
	Iteration 84Q: 3 clusters Score -1.795318e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -17953664.000000 Penalty: 13938.973633
	Iteration 85Q: 3 clusters Score -1.795366e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -17954222.000000 Penalty: 13938.973633
	Iteration 86Q: 3 clusters Score -1.795422e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -17954894.000000 Penalty: 13938.973633
	Iteration 87Q: 3 clusters Score -1.795489e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -17955616.000000 Penalty: 13938.973633
	Iteration 88Q: 3 clusters Score -1.795562e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -17956300.000000 Penalty: 13938.973633
	Iteration 89Q: 3 clusters Score -1.79563e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -17956960.000000 Penalty: 13938.973633
	Iteration 90Q: 3 clusters Score -1.795696e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -17957672.000000 Penalty: 13938.973633
	Iteration 91Q: 3 clusters Score -1.795767e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -17958268.000000 Penalty: 13938.973633
	Iteration 92Q: 3 clusters Score -1.795827e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -17958896.000000 Penalty: 13938.973633
	Iteration 93Q: 3 clusters Score -1.79589e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -17959486.000000 Penalty: 13938.973633
	Iteration 94Q: 3 clusters Score -1.795949e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -17959954.000000 Penalty: 13938.973633
	Iteration 95Q: 3 clusters Score -1.795995e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -17960276.000000 Penalty: 13938.973633
	Iteration 96Q: 3 clusters Score -1.796028e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17960614.000000 Penalty: 13938.973633
	Iteration 97Q: 3 clusters Score -1.796061e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -17960816.000000 Penalty: 13938.973633
	Iteration 98Q: 3 clusters Score -1.796082e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86101 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -17960960.000000 Penalty: 13938.973633
	Iteration 99Q: 3 clusters Score -1.796096e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -17961066.000000 Penalty: 13938.973633
	Iteration 100F: 3 clusters Score -1.796107e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -17961136.000000 Penalty: 13938.973633
	Iteration 101Q: 3 clusters Score -1.796114e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -17961168.000000 Penalty: 13938.973633
	Iteration 102Q: 3 clusters Score -1.796117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -17961210.000000 Penalty: 13938.973633
	Iteration 103Q: 3 clusters Score -1.796121e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17961238.000000 Penalty: 13938.973633
	Iteration 104Q: 3 clusters Score -1.796124e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17961272.000000 Penalty: 13938.973633
	Iteration 105Q: 3 clusters Score -1.796127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -17961304.000000 Penalty: 13938.973633
	Iteration 106Q: 3 clusters Score -1.79613e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17961320.000000 Penalty: 13938.973633
	Iteration 107Q: 3 clusters Score -1.796132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -17961318.000000 Penalty: 13938.973633
	Iteration 108Q: 3 clusters Score -1.796132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17961374.000000 Penalty: 13938.973633
	Iteration 109Q: 3 clusters Score -1.796137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -17961368.000000 Penalty: 13938.973633
	Iteration 110Q: 3 clusters Score -1.796137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -17961380.000000 Penalty: 13938.973633
	Iteration 111Q: 3 clusters Score -1.796138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -17961384.000000 Penalty: 13938.973633
	Iteration 112Q: 3 clusters Score -1.796138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -17961392.000000 Penalty: 13938.973633
	Iteration 113Q: 3 clusters Score -1.796139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17961408.000000 Penalty: 13938.973633
	Iteration 114Q: 3 clusters Score -1.796141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -17961394.000000 Penalty: 13938.973633
	Iteration 115Q: 3 clusters Score -1.796139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -17961378.000000 Penalty: 13938.973633
	Iteration 116Q: 3 clusters Score -1.796138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17961392.000000 Penalty: 13938.973633
	Iteration 117Q: 3 clusters Score -1.796139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -17961386.000000 Penalty: 13938.973633
	Iteration 118Q: 3 clusters Score -1.796139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -17961386.000000 Penalty: 13938.973633
	Iteration 119F: 3 clusters Score -1.796139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Entering Unmasked Estep 
Score: -1491986.875000 Penalty: 5462.181152
	Iteration 0F: 2 clusters Score -1491987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1483404.500000 Penalty: 10924.362305
	Iteration 0F: 3 clusters Score -1483404 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1485028.375000 Penalty: 10924.362305
	Iteration 1F: 3 clusters Score -1485028 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1485367.250000 Penalty: 10924.362305
	Iteration 2F: 3 clusters Score -1485367 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1485574.875000 Penalty: 10924.362305
	Iteration 3Q: 3 clusters Score -1485575 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1485705.375000 Penalty: 10924.362305
	Iteration 4Q: 3 clusters Score -1485705 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1485796.500000 Penalty: 10924.362305
	Iteration 5Q: 3 clusters Score -1485796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1485866.500000 Penalty: 10924.362305
	Iteration 6Q: 3 clusters Score -1485866 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1485933.625000 Penalty: 10924.362305
	Iteration 7Q: 3 clusters Score -1485934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1485974.000000 Penalty: 10924.362305
	Iteration 8Q: 3 clusters Score -1485974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1486000.875000 Penalty: 10924.362305
	Iteration 9Q: 3 clusters Score -1486001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1486019.875000 Penalty: 10924.362305
	Iteration 10Q: 3 clusters Score -1486020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1486036.375000 Penalty: 10924.362305
	Iteration 11Q: 3 clusters Score -1486036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1486059.250000 Penalty: 10924.362305
	Iteration 12Q: 3 clusters Score -1486059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1486079.000000 Penalty: 10924.362305
	Iteration 13Q: 3 clusters Score -1486079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1486094.125000 Penalty: 10924.362305
	Iteration 14Q: 3 clusters Score -1486094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1486096.000000 Penalty: 10924.362305
	Iteration 15Q: 3 clusters Score -1486096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1486107.375000 Penalty: 10924.362305
	Iteration 16Q: 3 clusters Score -1486107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1486114.000000 Penalty: 10924.362305
	Iteration 17Q: 3 clusters Score -1486114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1486117.125000 Penalty: 10924.362305
	Iteration 18Q: 3 clusters Score -1486117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1486125.875000 Penalty: 10924.362305
	Iteration 19Q: 3 clusters Score -1486126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1486134.500000 Penalty: 10924.362305
	Iteration 20F: 3 clusters Score -1486134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1486144.500000 Penalty: 10924.362305
	Iteration 21Q: 3 clusters Score -1486144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1486151.500000 Penalty: 10924.362305
	Iteration 22Q: 3 clusters Score -1486152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1486161.750000 Penalty: 10924.362305
	Iteration 23Q: 3 clusters Score -1486162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1486174.000000 Penalty: 10924.362305
	Iteration 24Q: 3 clusters Score -1486174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1486180.625000 Penalty: 10924.362305
	Iteration 25Q: 3 clusters Score -1486181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1486186.875000 Penalty: 10924.362305
	Iteration 26Q: 3 clusters Score -1486187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1486194.250000 Penalty: 10924.362305
	Iteration 27Q: 3 clusters Score -1486194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1486198.125000 Penalty: 10924.362305
	Iteration 28Q: 3 clusters Score -1486198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1486200.875000 Penalty: 10924.362305
	Iteration 29Q: 3 clusters Score -1486201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1486207.250000 Penalty: 10924.362305
	Iteration 30Q: 3 clusters Score -1486207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1486210.875000 Penalty: 10924.362305
	Iteration 31Q: 3 clusters Score -1486211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1486212.625000 Penalty: 10924.362305
	Iteration 32Q: 3 clusters Score -1486213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1486217.500000 Penalty: 10924.362305
	Iteration 33Q: 3 clusters Score -1486218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1486219.375000 Penalty: 10924.362305
	Iteration 34Q: 3 clusters Score -1486219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1486222.500000 Penalty: 10924.362305
	Iteration 35Q: 3 clusters Score -1486222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1486220.500000 Penalty: 10924.362305
	Iteration 36Q: 3 clusters Score -1486220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1486220.500000 Penalty: 10924.362305
	Iteration 37F: 3 clusters Score -1486220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Entering Unmasked Estep 
Score: -5897140.500000 Penalty: 6290.971680
	Iteration 0F: 2 clusters Score -5897140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -5874969.500000 Penalty: 12581.943359
	Iteration 0F: 3 clusters Score -5874970 nChanged 12118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -5881743.000000 Penalty: 12581.943359
	Iteration 1F: 3 clusters Score -5881743 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -5883398.500000 Penalty: 12581.943359
	Iteration 2F: 3 clusters Score -5883398 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5885625.500000 Penalty: 12581.943359
	Iteration 3F: 3 clusters Score -5885626 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -5888103.500000 Penalty: 12581.943359
	Iteration 4F: 3 clusters Score -5888104 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -5890275.000000 Penalty: 12581.943359
	Iteration 5F: 3 clusters Score -5890275 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -5891882.000000 Penalty: 12581.943359
	Iteration 6F: 3 clusters Score -5891882 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -5893004.500000 Penalty: 12581.943359
	Iteration 7F: 3 clusters Score -5893004 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -5893750.500000 Penalty: 12581.943359
	Iteration 8Q: 3 clusters Score -5893750 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -5894329.500000 Penalty: 12581.943359
	Iteration 9Q: 3 clusters Score -5894330 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -5894780.000000 Penalty: 12581.943359
	Iteration 10Q: 3 clusters Score -5894780 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -5895184.500000 Penalty: 12581.943359
	Iteration 11Q: 3 clusters Score -5895184 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5895566.000000 Penalty: 12581.943359
	Iteration 12Q: 3 clusters Score -5895566 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -5895772.000000 Penalty: 12581.943359
	Iteration 13Q: 3 clusters Score -5895772 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -5895980.000000 Penalty: 12581.943359
	Iteration 14Q: 3 clusters Score -5895980 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5896094.500000 Penalty: 12581.943359
	Iteration 15Q: 3 clusters Score -5896094 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5896164.500000 Penalty: 12581.943359
	Iteration 16Q: 3 clusters Score -5896164 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -5896214.500000 Penalty: 12581.943359
	Iteration 17Q: 3 clusters Score -5896214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -5896240.000000 Penalty: 12581.943359
	Iteration 18Q: 3 clusters Score -5896240 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -5896262.500000 Penalty: 12581.943359
	Iteration 19Q: 3 clusters Score -5896262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5896267.000000 Penalty: 12581.943359
	Iteration 20F: 3 clusters Score -5896267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -5896293.500000 Penalty: 12581.943359
	Iteration 21Q: 3 clusters Score -5896294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -5896317.500000 Penalty: 12581.943359
	Iteration 22Q: 3 clusters Score -5896318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -5896331.000000 Penalty: 12581.943359
	Iteration 23Q: 3 clusters Score -5896331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -5896334.500000 Penalty: 12581.943359
	Iteration 24Q: 3 clusters Score -5896334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5896342.500000 Penalty: 12581.943359
	Iteration 25Q: 3 clusters Score -5896342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -5896350.500000 Penalty: 12581.943359
	Iteration 26Q: 3 clusters Score -5896350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -5896348.000000 Penalty: 12581.943359
	Iteration 27Q: 3 clusters Score -5896348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -5896349.500000 Penalty: 12581.943359
	Iteration 28Q: 3 clusters Score -5896350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5896347.000000 Penalty: 12581.943359
	Iteration 29Q: 3 clusters Score -5896347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5896363.000000 Penalty: 12581.943359
	Iteration 30Q: 3 clusters Score -5896363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5896361.000000 Penalty: 12581.943359
	Iteration 31Q: 3 clusters Score -5896361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -5896352.000000 Penalty: 12581.943359
	Iteration 32Q: 3 clusters Score -5896352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5896353.500000 Penalty: 12581.943359
	Iteration 33Q: 3 clusters Score -5896354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5896371.000000 Penalty: 12581.943359
	Iteration 34Q: 3 clusters Score -5896371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -5896377.000000 Penalty: 12581.943359
	Iteration 35Q: 3 clusters Score -5896377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -5896371.500000 Penalty: 12581.943359
	Iteration 36Q: 3 clusters Score -5896372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5896373.000000 Penalty: 12581.943359
	Iteration 37Q: 3 clusters Score -5896373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -5896364.000000 Penalty: 12581.943359
	Iteration 38Q: 3 clusters Score -5896364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -5896368.000000 Penalty: 12581.943359
	Iteration 39Q: 3 clusters Score -5896368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5896370.500000 Penalty: 12581.943359
	Iteration 40F: 3 clusters Score -5896370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -5896373.500000 Penalty: 12581.943359
	Iteration 41Q: 3 clusters Score -5896374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5896368.000000 Penalty: 12581.943359
	Iteration 42Q: 3 clusters Score -5896368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5896370.000000 Penalty: 12581.943359
	Iteration 43Q: 3 clusters Score -5896370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5896370.000000 Penalty: 12581.943359
	Iteration 44F: 3 clusters Score -5896370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Entering Unmasked Estep 
Score: -5253295.000000 Penalty: 6215.842773
	Iteration 0F: 2 clusters Score -5253295 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 12669 members 
Entering Unmasked Estep 
Score: -5233202.000000 Penalty: 12431.685547
	Iteration 0F: 3 clusters Score -5233202 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -5239248.000000 Penalty: 12431.685547
	Iteration 1F: 3 clusters Score -5239248 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -5240660.000000 Penalty: 12431.685547
	Iteration 2F: 3 clusters Score -5240660 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -5242343.000000 Penalty: 12431.685547
	Iteration 3F: 3 clusters Score -5242343 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -5244008.500000 Penalty: 12431.685547
	Iteration 4F: 3 clusters Score -5244008 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -5245428.500000 Penalty: 12431.685547
	Iteration 5F: 3 clusters Score -5245428 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -5246501.500000 Penalty: 12431.685547
	Iteration 6F: 3 clusters Score -5246502 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -5247221.000000 Penalty: 12431.685547
	Iteration 7Q: 3 clusters Score -5247221 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -5247791.000000 Penalty: 12431.685547
	Iteration 8Q: 3 clusters Score -5247791 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -5248118.500000 Penalty: 12431.685547
	Iteration 9Q: 3 clusters Score -5248118 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -5248381.000000 Penalty: 12431.685547
	Iteration 10Q: 3 clusters Score -5248381 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -5248559.500000 Penalty: 12431.685547
	Iteration 11Q: 3 clusters Score -5248560 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -5248702.000000 Penalty: 12431.685547
	Iteration 12Q: 3 clusters Score -5248702 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -5248807.500000 Penalty: 12431.685547
	Iteration 13Q: 3 clusters Score -5248808 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -5248899.000000 Penalty: 12431.685547
	Iteration 14Q: 3 clusters Score -5248899 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5248993.500000 Penalty: 12431.685547
	Iteration 15Q: 3 clusters Score -5248994 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -5249079.000000 Penalty: 12431.685547
	Iteration 16Q: 3 clusters Score -5249079 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -5249156.000000 Penalty: 12431.685547
	Iteration 17Q: 3 clusters Score -5249156 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -5249223.000000 Penalty: 12431.685547
	Iteration 18Q: 3 clusters Score -5249223 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -5249251.500000 Penalty: 12431.685547
	Iteration 19Q: 3 clusters Score -5249252 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -5249300.000000 Penalty: 12431.685547
	Iteration 20F: 3 clusters Score -5249300 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -5249355.000000 Penalty: 12431.685547
	Iteration 21Q: 3 clusters Score -5249355 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -5249391.000000 Penalty: 12431.685547
	Iteration 22Q: 3 clusters Score -5249391 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -5249432.000000 Penalty: 12431.685547
	Iteration 23Q: 3 clusters Score -5249432 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -5249444.000000 Penalty: 12431.685547
	Iteration 24Q: 3 clusters Score -5249444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5249461.000000 Penalty: 12431.685547
	Iteration 25Q: 3 clusters Score -5249461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5249483.500000 Penalty: 12431.685547
	Iteration 26Q: 3 clusters Score -5249484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -5249482.500000 Penalty: 12431.685547
	Iteration 27Q: 3 clusters Score -5249482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -5249496.000000 Penalty: 12431.685547
	Iteration 28Q: 3 clusters Score -5249496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5249493.500000 Penalty: 12431.685547
	Iteration 29Q: 3 clusters Score -5249494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5249508.000000 Penalty: 12431.685547
	Iteration 30Q: 3 clusters Score -5249508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -5249515.500000 Penalty: 12431.685547
	Iteration 31Q: 3 clusters Score -5249516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -5249528.500000 Penalty: 12431.685547
	Iteration 32Q: 3 clusters Score -5249528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -5249524.500000 Penalty: 12431.685547
	Iteration 33Q: 3 clusters Score -5249524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5249538.000000 Penalty: 12431.685547
	Iteration 34Q: 3 clusters Score -5249538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -5249536.000000 Penalty: 12431.685547
	Iteration 35Q: 3 clusters Score -5249536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -5249531.500000 Penalty: 12431.685547
	Iteration 36Q: 3 clusters Score -5249532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -5249544.500000 Penalty: 12431.685547
	Iteration 37Q: 3 clusters Score -5249544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -5249551.500000 Penalty: 12431.685547
	Iteration 38Q: 3 clusters Score -5249552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5249564.500000 Penalty: 12431.685547
	Iteration 39Q: 3 clusters Score -5249564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5249545.000000 Penalty: 12431.685547
	Iteration 40F: 3 clusters Score -5249545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -5249555.000000 Penalty: 12431.685547
	Iteration 41Q: 3 clusters Score -5249555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -5249561.000000 Penalty: 12431.685547
	Iteration 42Q: 3 clusters Score -5249561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -5249554.000000 Penalty: 12431.685547
	Iteration 43Q: 3 clusters Score -5249554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -5249556.000000 Penalty: 12431.685547
	Iteration 44Q: 3 clusters Score -5249556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -5249560.500000 Penalty: 12431.685547
	Iteration 45Q: 3 clusters Score -5249560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -5249559.500000 Penalty: 12431.685547
	Iteration 46Q: 3 clusters Score -5249560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5249563.500000 Penalty: 12431.685547
	Iteration 47Q: 3 clusters Score -5249564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -5249558.000000 Penalty: 12431.685547
	Iteration 48Q: 3 clusters Score -5249558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -5249557.500000 Penalty: 12431.685547
	Iteration 49Q: 3 clusters Score -5249558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -5249561.500000 Penalty: 12431.685547
	Iteration 50Q: 3 clusters Score -5249562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -5249560.500000 Penalty: 12431.685547
	Iteration 51Q: 3 clusters Score -5249560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -5249558.000000 Penalty: 12431.685547
	Iteration 52Q: 3 clusters Score -5249558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -5249560.000000 Penalty: 12431.685547
	Iteration 53Q: 3 clusters Score -5249560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -5249560.000000 Penalty: 12431.685547
	Iteration 54Q: 3 clusters Score -5249560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -5249565.000000 Penalty: 12431.685547
	Iteration 55Q: 3 clusters Score -5249565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5249561.000000 Penalty: 12431.685547
	Iteration 56Q: 3 clusters Score -5249561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5249564.000000 Penalty: 12431.685547
	Iteration 57Q: 3 clusters Score -5249564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5249567.500000 Penalty: 12431.685547
	Iteration 58Q: 3 clusters Score -5249568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -5249559.000000 Penalty: 12431.685547
	Iteration 59Q: 3 clusters Score -5249559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -5249556.500000 Penalty: 12431.685547
	Iteration 60F: 3 clusters Score -5249556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -5249560.500000 Penalty: 12431.685547
	Iteration 61Q: 3 clusters Score -5249560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5249560.000000 Penalty: 12431.685547
	Iteration 62Q: 3 clusters Score -5249560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -5249558.000000 Penalty: 12431.685547
	Iteration 63Q: 3 clusters Score -5249558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5249558.000000 Penalty: 12431.685547
	Iteration 64Q: 3 clusters Score -5249558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -5249561.000000 Penalty: 12431.685547
	Iteration 65Q: 3 clusters Score -5249561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5249563.500000 Penalty: 12431.685547
	Iteration 66Q: 3 clusters Score -5249564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -5249565.000000 Penalty: 12431.685547
	Iteration 67Q: 3 clusters Score -5249565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -5249562.000000 Penalty: 12431.685547
	Iteration 68Q: 3 clusters Score -5249562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -5249557.000000 Penalty: 12431.685547
	Iteration 69Q: 3 clusters Score -5249557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -5249557.000000 Penalty: 12431.685547
	Iteration 70F: 3 clusters Score -5249557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Entering Unmasked Estep 
Score: -12459617.000000 Penalty: 6741.139648
	Iteration 0F: 2 clusters Score -1.245962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -12417310.000000 Penalty: 13482.279297
	Iteration 0F: 3 clusters Score -1.241731e+07 nChanged 26741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -12431619.000000 Penalty: 13482.279297
	Iteration 1F: 3 clusters Score -1.243162e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -12432469.000000 Penalty: 13482.279297
	Iteration 2Q: 3 clusters Score -1.243247e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -12433134.000000 Penalty: 13482.279297
	Iteration 3Q: 3 clusters Score -1.243313e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -12433622.000000 Penalty: 13482.279297
	Iteration 4Q: 3 clusters Score -1.243362e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -12433969.000000 Penalty: 13482.279297
	Iteration 5Q: 3 clusters Score -1.243397e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -12434402.000000 Penalty: 13482.279297
	Iteration 6Q: 3 clusters Score -1.24344e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -12434722.000000 Penalty: 13482.279297
	Iteration 7Q: 3 clusters Score -1.243472e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -12435116.000000 Penalty: 13482.279297
	Iteration 8Q: 3 clusters Score -1.243512e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -12435506.000000 Penalty: 13482.279297
	Iteration 9Q: 3 clusters Score -1.243551e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -12436027.000000 Penalty: 13482.279297
	Iteration 10Q: 3 clusters Score -1.243603e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -12436799.000000 Penalty: 13482.279297
	Iteration 11Q: 3 clusters Score -1.24368e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -12437889.000000 Penalty: 13482.279297
	Iteration 12Q: 3 clusters Score -1.243789e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -12439595.000000 Penalty: 13482.279297
	Iteration 13Q: 3 clusters Score -1.24396e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -12441776.000000 Penalty: 13482.279297
	Iteration 14F: 3 clusters Score -1.244178e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -12444328.000000 Penalty: 13482.279297
	Iteration 15F: 3 clusters Score -1.244433e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -12446824.000000 Penalty: 13482.279297
	Iteration 16F: 3 clusters Score -1.244682e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -12448875.000000 Penalty: 13482.279297
	Iteration 17Q: 3 clusters Score -1.244888e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -12450530.000000 Penalty: 13482.279297
	Iteration 18Q: 3 clusters Score -1.245053e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -12451695.000000 Penalty: 13482.279297
	Iteration 19Q: 3 clusters Score -1.24517e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -12452414.000000 Penalty: 13482.279297
	Iteration 20F: 3 clusters Score -1.245241e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -12452862.000000 Penalty: 13482.279297
	Iteration 21Q: 3 clusters Score -1.245286e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -12453125.000000 Penalty: 13482.279297
	Iteration 22Q: 3 clusters Score -1.245312e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -12453335.000000 Penalty: 13482.279297
	Iteration 23Q: 3 clusters Score -1.245334e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -12453563.000000 Penalty: 13482.279297
	Iteration 24Q: 3 clusters Score -1.245356e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -12453757.000000 Penalty: 13482.279297
	Iteration 25Q: 3 clusters Score -1.245376e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -12453923.000000 Penalty: 13482.279297
	Iteration 26Q: 3 clusters Score -1.245392e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -12454045.000000 Penalty: 13482.279297
	Iteration 27Q: 3 clusters Score -1.245404e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -12454114.000000 Penalty: 13482.279297
	Iteration 28Q: 3 clusters Score -1.245411e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -12454230.000000 Penalty: 13482.279297
	Iteration 29Q: 3 clusters Score -1.245423e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12454309.000000 Penalty: 13482.279297
	Iteration 30Q: 3 clusters Score -1.245431e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -12454361.000000 Penalty: 13482.279297
	Iteration 31Q: 3 clusters Score -1.245436e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -12454420.000000 Penalty: 13482.279297
	Iteration 32Q: 3 clusters Score -1.245442e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -12454436.000000 Penalty: 13482.279297
	Iteration 33Q: 3 clusters Score -1.245444e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -12454479.000000 Penalty: 13482.279297
	Iteration 34Q: 3 clusters Score -1.245448e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -12454523.000000 Penalty: 13482.279297
	Iteration 35Q: 3 clusters Score -1.245452e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -12454560.000000 Penalty: 13482.279297
	Iteration 36Q: 3 clusters Score -1.245456e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12454586.000000 Penalty: 13482.279297
	Iteration 37Q: 3 clusters Score -1.245459e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -12454648.000000 Penalty: 13482.279297
	Iteration 38Q: 3 clusters Score -1.245465e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -12454669.000000 Penalty: 13482.279297
	Iteration 39Q: 3 clusters Score -1.245467e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -12454712.000000 Penalty: 13482.279297
	Iteration 40F: 3 clusters Score -1.245471e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12454716.000000 Penalty: 13482.279297
	Iteration 41Q: 3 clusters Score -1.245472e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -12454742.000000 Penalty: 13482.279297
	Iteration 42Q: 3 clusters Score -1.245474e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -12454778.000000 Penalty: 13482.279297
	Iteration 43Q: 3 clusters Score -1.245478e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -12454801.000000 Penalty: 13482.279297
	Iteration 44Q: 3 clusters Score -1.24548e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -12454815.000000 Penalty: 13482.279297
	Iteration 45Q: 3 clusters Score -1.245482e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -12454845.000000 Penalty: 13482.279297
	Iteration 46Q: 3 clusters Score -1.245484e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -12454875.000000 Penalty: 13482.279297
	Iteration 47Q: 3 clusters Score -1.245488e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -12454908.000000 Penalty: 13482.279297
	Iteration 48Q: 3 clusters Score -1.245491e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -12454923.000000 Penalty: 13482.279297
	Iteration 49Q: 3 clusters Score -1.245492e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -12454953.000000 Penalty: 13482.279297
	Iteration 50Q: 3 clusters Score -1.245495e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -12454965.000000 Penalty: 13482.279297
	Iteration 51Q: 3 clusters Score -1.245496e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -12454974.000000 Penalty: 13482.279297
	Iteration 52Q: 3 clusters Score -1.245497e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -12455001.000000 Penalty: 13482.279297
	Iteration 53Q: 3 clusters Score -1.2455e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -12455030.000000 Penalty: 13482.279297
	Iteration 54Q: 3 clusters Score -1.245503e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -12455065.000000 Penalty: 13482.279297
	Iteration 55Q: 3 clusters Score -1.245506e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -12455059.000000 Penalty: 13482.279297
	Iteration 56Q: 3 clusters Score -1.245506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -12455092.000000 Penalty: 13482.279297
	Iteration 57Q: 3 clusters Score -1.245509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -12455097.000000 Penalty: 13482.279297
	Iteration 58Q: 3 clusters Score -1.24551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -12455119.000000 Penalty: 13482.279297
	Iteration 59Q: 3 clusters Score -1.245512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -12455128.000000 Penalty: 13482.279297
	Iteration 60F: 3 clusters Score -1.245513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -12455148.000000 Penalty: 13482.279297
	Iteration 61Q: 3 clusters Score -1.245515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -12455149.000000 Penalty: 13482.279297
	Iteration 62Q: 3 clusters Score -1.245515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -12455175.000000 Penalty: 13482.279297
	Iteration 63Q: 3 clusters Score -1.245518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12455183.000000 Penalty: 13482.279297
	Iteration 64Q: 3 clusters Score -1.245518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -12455195.000000 Penalty: 13482.279297
	Iteration 65Q: 3 clusters Score -1.24552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -12455202.000000 Penalty: 13482.279297
	Iteration 66Q: 3 clusters Score -1.24552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -12455203.000000 Penalty: 13482.279297
	Iteration 67Q: 3 clusters Score -1.24552e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -12455203.000000 Penalty: 13482.279297
	Iteration 68Q: 3 clusters Score -1.24552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -12455225.000000 Penalty: 13482.279297
	Iteration 69Q: 3 clusters Score -1.245522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -12455225.000000 Penalty: 13482.279297
	Iteration 70Q: 3 clusters Score -1.245522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -12455247.000000 Penalty: 13482.279297
	Iteration 71Q: 3 clusters Score -1.245525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -12455243.000000 Penalty: 13482.279297
	Iteration 72Q: 3 clusters Score -1.245524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -12455248.000000 Penalty: 13482.279297
	Iteration 73Q: 3 clusters Score -1.245525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -12455242.000000 Penalty: 13482.279297
	Iteration 74Q: 3 clusters Score -1.245524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -12455235.000000 Penalty: 13482.279297
	Iteration 75Q: 3 clusters Score -1.245524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -12455241.000000 Penalty: 13482.279297
	Iteration 76Q: 3 clusters Score -1.245524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -12455258.000000 Penalty: 13482.279297
	Iteration 77Q: 3 clusters Score -1.245526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -12455261.000000 Penalty: 13482.279297
	Iteration 78Q: 3 clusters Score -1.245526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -12455260.000000 Penalty: 13482.279297
	Iteration 79Q: 3 clusters Score -1.245526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12455247.000000 Penalty: 13482.279297
	Iteration 80F: 3 clusters Score -1.245525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -12455265.000000 Penalty: 13482.279297
	Iteration 81Q: 3 clusters Score -1.245526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -12455266.000000 Penalty: 13482.279297
	Iteration 82Q: 3 clusters Score -1.245527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -12455256.000000 Penalty: 13482.279297
	Iteration 83Q: 3 clusters Score -1.245526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -12455252.000000 Penalty: 13482.279297
	Iteration 84Q: 3 clusters Score -1.245525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -12455260.000000 Penalty: 13482.279297
	Iteration 85Q: 3 clusters Score -1.245526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -12455257.000000 Penalty: 13482.279297
	Iteration 86Q: 3 clusters Score -1.245526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -12455250.000000 Penalty: 13482.279297
	Iteration 87Q: 3 clusters Score -1.245525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -12455250.000000 Penalty: 13482.279297
	Iteration 88F: 3 clusters Score -1.245525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Entering Unmasked Estep 
Score: -933798.187500 Penalty: 5185.234863
	Iteration 0F: 2 clusters Score -933798.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -926928.312500 Penalty: 10370.469727
	Iteration 0F: 3 clusters Score -926928.3 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -928002.875000 Penalty: 10370.469727
	Iteration 1F: 3 clusters Score -928002.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -928288.562500 Penalty: 10370.469727
	Iteration 2F: 3 clusters Score -928288.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -928417.625000 Penalty: 10370.469727
	Iteration 3Q: 3 clusters Score -928417.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -928519.437500 Penalty: 10370.469727
	Iteration 4Q: 3 clusters Score -928519.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -928586.687500 Penalty: 10370.469727
	Iteration 5Q: 3 clusters Score -928586.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -928634.125000 Penalty: 10370.469727
	Iteration 6Q: 3 clusters Score -928634.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -928675.750000 Penalty: 10370.469727
	Iteration 7Q: 3 clusters Score -928675.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -928704.437500 Penalty: 10370.469727
	Iteration 8Q: 3 clusters Score -928704.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -928731.500000 Penalty: 10370.469727
	Iteration 9Q: 3 clusters Score -928731.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -928755.125000 Penalty: 10370.469727
	Iteration 10Q: 3 clusters Score -928755.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -928779.437500 Penalty: 10370.469727
	Iteration 11Q: 3 clusters Score -928779.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -928801.750000 Penalty: 10370.469727
	Iteration 12Q: 3 clusters Score -928801.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -928820.625000 Penalty: 10370.469727
	Iteration 13Q: 3 clusters Score -928820.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -928837.937500 Penalty: 10370.469727
	Iteration 14Q: 3 clusters Score -928837.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -928860.750000 Penalty: 10370.469727
	Iteration 15Q: 3 clusters Score -928860.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -928882.500000 Penalty: 10370.469727
	Iteration 16Q: 3 clusters Score -928882.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -928894.812500 Penalty: 10370.469727
	Iteration 17Q: 3 clusters Score -928894.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -928899.000000 Penalty: 10370.469727
	Iteration 18Q: 3 clusters Score -928899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -928905.562500 Penalty: 10370.469727
	Iteration 19Q: 3 clusters Score -928905.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -928914.562500 Penalty: 10370.469727
	Iteration 20F: 3 clusters Score -928914.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -928924.500000 Penalty: 10370.469727
	Iteration 21Q: 3 clusters Score -928924.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -928935.437500 Penalty: 10370.469727
	Iteration 22Q: 3 clusters Score -928935.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -928946.500000 Penalty: 10370.469727
	Iteration 23Q: 3 clusters Score -928946.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -928953.562500 Penalty: 10370.469727
	Iteration 24Q: 3 clusters Score -928953.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -928963.812500 Penalty: 10370.469727
	Iteration 25Q: 3 clusters Score -928963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -928968.750000 Penalty: 10370.469727
	Iteration 26Q: 3 clusters Score -928968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -928970.125000 Penalty: 10370.469727
	Iteration 27Q: 3 clusters Score -928970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -928975.687500 Penalty: 10370.469727
	Iteration 28Q: 3 clusters Score -928975.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -928983.500000 Penalty: 10370.469727
	Iteration 29Q: 3 clusters Score -928983.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -928990.687500 Penalty: 10370.469727
	Iteration 30Q: 3 clusters Score -928990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -928993.687500 Penalty: 10370.469727
	Iteration 31Q: 3 clusters Score -928993.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -928997.312500 Penalty: 10370.469727
	Iteration 32Q: 3 clusters Score -928997.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -928998.562500 Penalty: 10370.469727
	Iteration 33Q: 3 clusters Score -928998.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -929002.187500 Penalty: 10370.469727
	Iteration 34Q: 3 clusters Score -929002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -929004.500000 Penalty: 10370.469727
	Iteration 35Q: 3 clusters Score -929004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -929010.750000 Penalty: 10370.469727
	Iteration 36Q: 3 clusters Score -929010.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -929015.125000 Penalty: 10370.469727
	Iteration 37Q: 3 clusters Score -929015.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -929020.937500 Penalty: 10370.469727
	Iteration 38Q: 3 clusters Score -929020.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -929025.625000 Penalty: 10370.469727
	Iteration 39Q: 3 clusters Score -929025.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -929035.250000 Penalty: 10370.469727
	Iteration 40F: 3 clusters Score -929035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -929037.437500 Penalty: 10370.469727
	Iteration 41Q: 3 clusters Score -929037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -929042.812500 Penalty: 10370.469727
	Iteration 42Q: 3 clusters Score -929042.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -929048.937500 Penalty: 10370.469727
	Iteration 43Q: 3 clusters Score -929048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -929054.375000 Penalty: 10370.469727
	Iteration 44Q: 3 clusters Score -929054.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -929056.062500 Penalty: 10370.469727
	Iteration 45Q: 3 clusters Score -929056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -929057.187500 Penalty: 10370.469727
	Iteration 46Q: 3 clusters Score -929057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -929059.937500 Penalty: 10370.469727
	Iteration 47Q: 3 clusters Score -929059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -929061.875000 Penalty: 10370.469727
	Iteration 48Q: 3 clusters Score -929061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -929061.937500 Penalty: 10370.469727
	Iteration 49Q: 3 clusters Score -929061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -929061.750000 Penalty: 10370.469727
	Iteration 50Q: 3 clusters Score -929061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -929062.000000 Penalty: 10370.469727
	Iteration 51Q: 3 clusters Score -929062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -929063.625000 Penalty: 10370.469727
	Iteration 52Q: 3 clusters Score -929063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -929064.937500 Penalty: 10370.469727
	Iteration 53Q: 3 clusters Score -929064.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -929064.937500 Penalty: 10370.469727
	Iteration 54F: 3 clusters Score -929064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -55408.613281 Penalty: 3533.096680
	Iteration 0F: 2 clusters Score -55408.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52562.054688 Penalty: 7066.193359
	Iteration 0F: 3 clusters Score -52562.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52639.460938 Penalty: 7066.193359
	Iteration 1Q: 3 clusters Score -52639.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52648.875000 Penalty: 7066.193359
	Iteration 2Q: 3 clusters Score -52648.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52648.875000 Penalty: 7066.193359
	Iteration 3F: 3 clusters Score -52648.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Entering Unmasked Estep 
Score: -3023743.500000 Penalty: 5894.764160
	Iteration 0F: 2 clusters Score -3023744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3010290.500000 Penalty: 11789.528320
	Iteration 0F: 3 clusters Score -3010290 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3013510.250000 Penalty: 11789.528320
	Iteration 1F: 3 clusters Score -3013510 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3014070.250000 Penalty: 11789.528320
	Iteration 2F: 3 clusters Score -3014070 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3014474.500000 Penalty: 11789.528320
	Iteration 3F: 3 clusters Score -3014474 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3014817.500000 Penalty: 11789.528320
	Iteration 4Q: 3 clusters Score -3014818 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3015171.750000 Penalty: 11789.528320
	Iteration 5Q: 3 clusters Score -3015172 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3015595.750000 Penalty: 11789.528320
	Iteration 6Q: 3 clusters Score -3015596 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -3016052.250000 Penalty: 11789.528320
	Iteration 7Q: 3 clusters Score -3016052 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3016590.250000 Penalty: 11789.528320
	Iteration 8Q: 3 clusters Score -3016590 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3017234.000000 Penalty: 11789.528320
	Iteration 9Q: 3 clusters Score -3017234 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3017917.750000 Penalty: 11789.528320
	Iteration 10Q: 3 clusters Score -3017918 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3018526.000000 Penalty: 11789.528320
	Iteration 11Q: 3 clusters Score -3018526 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3018993.250000 Penalty: 11789.528320
	Iteration 12Q: 3 clusters Score -3018993 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3019362.000000 Penalty: 11789.528320
	Iteration 13Q: 3 clusters Score -3019362 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3019601.250000 Penalty: 11789.528320
	Iteration 14Q: 3 clusters Score -3019601 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3019779.750000 Penalty: 11789.528320
	Iteration 15Q: 3 clusters Score -3019780 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3019906.750000 Penalty: 11789.528320
	Iteration 16Q: 3 clusters Score -3019907 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3020006.750000 Penalty: 11789.528320
	Iteration 17Q: 3 clusters Score -3020007 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3020056.250000 Penalty: 11789.528320
	Iteration 18Q: 3 clusters Score -3020056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3020091.500000 Penalty: 11789.528320
	Iteration 19Q: 3 clusters Score -3020092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3020119.750000 Penalty: 11789.528320
	Iteration 20F: 3 clusters Score -3020120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3020157.500000 Penalty: 11789.528320
	Iteration 21Q: 3 clusters Score -3020158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3020188.250000 Penalty: 11789.528320
	Iteration 22Q: 3 clusters Score -3020188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3020203.500000 Penalty: 11789.528320
	Iteration 23Q: 3 clusters Score -3020204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3020229.750000 Penalty: 11789.528320
	Iteration 24Q: 3 clusters Score -3020230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3020243.500000 Penalty: 11789.528320
	Iteration 25Q: 3 clusters Score -3020244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3020255.500000 Penalty: 11789.528320
	Iteration 26Q: 3 clusters Score -3020256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3020277.000000 Penalty: 11789.528320
	Iteration 27Q: 3 clusters Score -3020277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3020284.250000 Penalty: 11789.528320
	Iteration 28Q: 3 clusters Score -3020284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3020294.000000 Penalty: 11789.528320
	Iteration 29Q: 3 clusters Score -3020294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3020314.500000 Penalty: 11789.528320
	Iteration 30Q: 3 clusters Score -3020314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3020326.750000 Penalty: 11789.528320
	Iteration 31Q: 3 clusters Score -3020327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3020333.750000 Penalty: 11789.528320
	Iteration 32Q: 3 clusters Score -3020334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3020335.500000 Penalty: 11789.528320
	Iteration 33Q: 3 clusters Score -3020336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3020352.000000 Penalty: 11789.528320
	Iteration 34Q: 3 clusters Score -3020352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3020361.750000 Penalty: 11789.528320
	Iteration 35Q: 3 clusters Score -3020362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3020371.750000 Penalty: 11789.528320
	Iteration 36Q: 3 clusters Score -3020372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3020370.750000 Penalty: 11789.528320
	Iteration 37Q: 3 clusters Score -3020371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3020378.000000 Penalty: 11789.528320
	Iteration 38Q: 3 clusters Score -3020378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3020382.500000 Penalty: 11789.528320
	Iteration 39Q: 3 clusters Score -3020382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3020387.000000 Penalty: 11789.528320
	Iteration 40F: 3 clusters Score -3020387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3020383.500000 Penalty: 11789.528320
	Iteration 41Q: 3 clusters Score -3020384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3020388.750000 Penalty: 11789.528320
	Iteration 42Q: 3 clusters Score -3020389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3020395.750000 Penalty: 11789.528320
	Iteration 43Q: 3 clusters Score -3020396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3020411.000000 Penalty: 11789.528320
	Iteration 44Q: 3 clusters Score -3020411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3020415.750000 Penalty: 11789.528320
	Iteration 45Q: 3 clusters Score -3020416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3020424.500000 Penalty: 11789.528320
	Iteration 46Q: 3 clusters Score -3020424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3020431.750000 Penalty: 11789.528320
	Iteration 47Q: 3 clusters Score -3020432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3020434.500000 Penalty: 11789.528320
	Iteration 48Q: 3 clusters Score -3020434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3020443.500000 Penalty: 11789.528320
	Iteration 49Q: 3 clusters Score -3020444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3020446.250000 Penalty: 11789.528320
	Iteration 50Q: 3 clusters Score -3020446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3020444.250000 Penalty: 11789.528320
	Iteration 51Q: 3 clusters Score -3020444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3020451.500000 Penalty: 11789.528320
	Iteration 52Q: 3 clusters Score -3020452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3020452.000000 Penalty: 11789.528320
	Iteration 53Q: 3 clusters Score -3020452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3020451.000000 Penalty: 11789.528320
	Iteration 54Q: 3 clusters Score -3020451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3020456.000000 Penalty: 11789.528320
	Iteration 55Q: 3 clusters Score -3020456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3020455.750000 Penalty: 11789.528320
	Iteration 56Q: 3 clusters Score -3020456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3020455.750000 Penalty: 11789.528320
	Iteration 57F: 3 clusters Score -3020456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -165122.125000 Penalty: 4196.998535
	Iteration 0F: 2 clusters Score -165122.1 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 494 members 
Entering Unmasked Estep 
Score: -161161.187500 Penalty: 8393.997070
	Iteration 0F: 3 clusters Score -161161.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -161693.671875 Penalty: 8393.997070
	Iteration 1F: 3 clusters Score -161693.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -162097.750000 Penalty: 8393.997070
	Iteration 2F: 3 clusters Score -162097.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -162447.515625 Penalty: 8393.997070
	Iteration 3F: 3 clusters Score -162447.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -162903.265625 Penalty: 8393.997070
	Iteration 4Q: 3 clusters Score -162903.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -164482.984375 Penalty: 8393.997070
	Iteration 5F: 3 clusters Score -164483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -164879.500000 Penalty: 8393.997070
	Iteration 6F: 3 clusters Score -164879.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165139.671875 Penalty: 8393.997070
	Iteration 7Q: 3 clusters Score -165139.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -165380.953125 Penalty: 8393.997070
	Iteration 8Q: 3 clusters Score -165381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165470.937500 Penalty: 8393.997070
	Iteration 9Q: 3 clusters Score -165470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -165513.843750 Penalty: 8393.997070
	Iteration 10Q: 3 clusters Score -165513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -165526.765625 Penalty: 8393.997070
	Iteration 11Q: 3 clusters Score -165526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165535.250000 Penalty: 8393.997070
	Iteration 12Q: 3 clusters Score -165535.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165535.250000 Penalty: 8393.997070
	Iteration 13F: 3 clusters Score -165535.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25510 members 
Mstep: Class 8 contains 37473 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27352 members 
Mstep: Class 11 contains 87444 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28882 members 
Mstep: Class 14 contains 25548 members 
Mstep: Class 15 contains 60231 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15125 members 
Mstep: Class 19 contains 204 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 742 members 
Entering Unmasked Estep 
Score: -89410704.000000 Penalty: 183124.609375
Splitting cluster 19 changes total score from -89414016.000000 to -89410704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -104349.679688 Penalty: 3883.469971
	Iteration 0F: 2 clusters Score -104349.7 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 299 members 
Entering Unmasked Estep 
Score: -100855.023438 Penalty: 7766.939941
	Iteration 0F: 3 clusters Score -100855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101056.664062 Penalty: 7766.939941
	Iteration 1F: 3 clusters Score -101056.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101085.726562 Penalty: 7766.939941
	Iteration 2Q: 3 clusters Score -101085.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101085.726562 Penalty: 7766.939941
	Iteration 3F: 3 clusters Score -101085.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -144295.953125 Penalty: 4095.854004
	Iteration 0F: 2 clusters Score -144296 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 405 members 
Entering Unmasked Estep 
Score: -140568.296875 Penalty: 8191.708008
	Iteration 0F: 3 clusters Score -140568.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -141212.187500 Penalty: 8191.708008
	Iteration 1F: 3 clusters Score -141212.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141734.609375 Penalty: 8191.708008
	Iteration 2F: 3 clusters Score -141734.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141986.937500 Penalty: 8191.708008
	Iteration 3F: 3 clusters Score -141986.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -142202.031250 Penalty: 8191.708008
	Iteration 4Q: 3 clusters Score -142202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -142451.437500 Penalty: 8191.708008
	Iteration 5Q: 3 clusters Score -142451.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142634.968750 Penalty: 8191.708008
	Iteration 6Q: 3 clusters Score -142635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -142766.953125 Penalty: 8191.708008
	Iteration 7Q: 3 clusters Score -142767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142805.937500 Penalty: 8191.708008
	Iteration 8Q: 3 clusters Score -142805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142805.937500 Penalty: 8191.708008
	Iteration 9F: 3 clusters Score -142805.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -51220.972656 Penalty: 3523.450684
	Iteration 0F: 2 clusters Score -51220.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48533.015625 Penalty: 7046.901367
	Iteration 0F: 3 clusters Score -48533.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48596.839844 Penalty: 7046.901367
	Iteration 1Q: 3 clusters Score -48596.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48617.289062 Penalty: 7046.901367
	Iteration 2Q: 3 clusters Score -48617.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48617.289062 Penalty: 7046.901367
	Iteration 3F: 3 clusters Score -48617.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25510 members 
Mstep: Class 8 contains 37473 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27352 members 
Mstep: Class 11 contains 87444 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 28882 members 
Mstep: Class 14 contains 25548 members 
Mstep: Class 15 contains 60231 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15125 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414016.000000 Penalty: 175162.671875
Iteration 159Q: 23 clusters Score -8.941402e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 11813 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25510 members 
Mstep: Class 8 contains 37471 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27353 members 
Mstep: Class 11 contains 87444 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 28888 members 
Mstep: Class 14 contains 25550 members 
Mstep: Class 15 contains 60243 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15112 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414064.000000 Penalty: 175162.671875
Iteration 160F: 23 clusters Score -8.941406e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24100 members 
Mstep: Class 4 contains 11815 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25504 members 
Mstep: Class 8 contains 37471 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27355 members 
Mstep: Class 11 contains 87438 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28889 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 60257 members 
Mstep: Class 16 contains 4762 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15107 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414048.000000 Penalty: 175162.671875
Iteration 161Q: 23 clusters Score -8.941405e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24101 members 
Mstep: Class 4 contains 11817 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25501 members 
Mstep: Class 8 contains 37470 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27357 members 
Mstep: Class 11 contains 87442 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 28891 members 
Mstep: Class 14 contains 25555 members 
Mstep: Class 15 contains 60265 members 
Mstep: Class 16 contains 4768 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15102 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414120.000000 Penalty: 175162.671875
Iteration 162Q: 23 clusters Score -8.941412e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24099 members 
Mstep: Class 4 contains 11817 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25502 members 
Mstep: Class 8 contains 37470 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27356 members 
Mstep: Class 11 contains 87443 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 28892 members 
Mstep: Class 14 contains 25554 members 
Mstep: Class 15 contains 60271 members 
Mstep: Class 16 contains 4775 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15108 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414088.000000 Penalty: 175162.671875
Iteration 163Q: 23 clusters Score -8.941409e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 11817 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25495 members 
Mstep: Class 8 contains 37471 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27357 members 
Mstep: Class 11 contains 87446 members 
Mstep: Class 12 contains 7449 members 
Mstep: Class 13 contains 28894 members 
Mstep: Class 14 contains 25556 members 
Mstep: Class 15 contains 60281 members 
Mstep: Class 16 contains 4779 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15120 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414088.000000 Penalty: 175162.671875
Iteration 164Q: 23 clusters Score -8.941409e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24097 members 
Mstep: Class 4 contains 11817 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25509 members 
Mstep: Class 8 contains 37472 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27355 members 
Mstep: Class 11 contains 87449 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 28897 members 
Mstep: Class 14 contains 25554 members 
Mstep: Class 15 contains 60293 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15109 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414176.000000 Penalty: 175162.671875
Iteration 165Q: 23 clusters Score -8.941418e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24096 members 
Mstep: Class 4 contains 11819 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25517 members 
Mstep: Class 8 contains 37472 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27352 members 
Mstep: Class 11 contains 87445 members 
Mstep: Class 12 contains 7450 members 
Mstep: Class 13 contains 28896 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 60299 members 
Mstep: Class 16 contains 4791 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15121 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414248.000000 Penalty: 175162.671875
Iteration 166Q: 23 clusters Score -8.941425e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24097 members 
Mstep: Class 4 contains 11819 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25515 members 
Mstep: Class 8 contains 37471 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27355 members 
Mstep: Class 11 contains 87451 members 
Mstep: Class 12 contains 7453 members 
Mstep: Class 13 contains 28893 members 
Mstep: Class 14 contains 25555 members 
Mstep: Class 15 contains 60308 members 
Mstep: Class 16 contains 4799 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15118 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414264.000000 Penalty: 175162.671875
Iteration 167Q: 23 clusters Score -8.941426e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24097 members 
Mstep: Class 4 contains 11819 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25516 members 
Mstep: Class 8 contains 37473 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27346 members 
Mstep: Class 11 contains 87449 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 28893 members 
Mstep: Class 14 contains 25555 members 
Mstep: Class 15 contains 60324 members 
Mstep: Class 16 contains 4803 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15122 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414184.000000 Penalty: 175162.671875
Iteration 168Q: 23 clusters Score -8.941418e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24103 members 
Mstep: Class 4 contains 11819 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25517 members 
Mstep: Class 8 contains 37475 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27343 members 
Mstep: Class 11 contains 87454 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 28891 members 
Mstep: Class 14 contains 25555 members 
Mstep: Class 15 contains 60336 members 
Mstep: Class 16 contains 4809 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15115 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414208.000000 Penalty: 175162.671875
Iteration 169Q: 23 clusters Score -8.941421e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24111 members 
Mstep: Class 4 contains 11819 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25508 members 
Mstep: Class 8 contains 37477 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27343 members 
Mstep: Class 11 contains 87456 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 28891 members 
Mstep: Class 14 contains 25557 members 
Mstep: Class 15 contains 60348 members 
Mstep: Class 16 contains 4814 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15123 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414280.000000 Penalty: 175162.671875
Iteration 170Q: 23 clusters Score -8.941428e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24115 members 
Mstep: Class 4 contains 11820 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25502 members 
Mstep: Class 8 contains 37481 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27340 members 
Mstep: Class 11 contains 87457 members 
Mstep: Class 12 contains 7453 members 
Mstep: Class 13 contains 28891 members 
Mstep: Class 14 contains 25563 members 
Mstep: Class 15 contains 60360 members 
Mstep: Class 16 contains 4816 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15115 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414392.000000 Penalty: 175162.671875
Iteration 171Q: 23 clusters Score -8.941439e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24124 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25503 members 
Mstep: Class 8 contains 37482 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27339 members 
Mstep: Class 11 contains 87450 members 
Mstep: Class 12 contains 7453 members 
Mstep: Class 13 contains 28887 members 
Mstep: Class 14 contains 25572 members 
Mstep: Class 15 contains 60381 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15096 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414512.000000 Penalty: 175162.671875
Iteration 172Q: 23 clusters Score -8.941451e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78786 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24135 members 
Mstep: Class 4 contains 11825 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25493 members 
Mstep: Class 8 contains 37482 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27343 members 
Mstep: Class 11 contains 87448 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 28896 members 
Mstep: Class 14 contains 25578 members 
Mstep: Class 15 contains 60403 members 
Mstep: Class 16 contains 4826 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15058 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414864.000000 Penalty: 175162.671875
Iteration 173Q: 23 clusters Score -8.941486e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24146 members 
Mstep: Class 4 contains 11827 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25499 members 
Mstep: Class 8 contains 37483 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27341 members 
Mstep: Class 11 contains 87446 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 28898 members 
Mstep: Class 14 contains 25582 members 
Mstep: Class 15 contains 60420 members 
Mstep: Class 16 contains 4829 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 15025 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414816.000000 Penalty: 175162.671875
Iteration 174Q: 23 clusters Score -8.941482e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24151 members 
Mstep: Class 4 contains 11830 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25514 members 
Mstep: Class 8 contains 37478 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27341 members 
Mstep: Class 11 contains 87451 members 
Mstep: Class 12 contains 7458 members 
Mstep: Class 13 contains 28896 members 
Mstep: Class 14 contains 25585 members 
Mstep: Class 15 contains 60455 members 
Mstep: Class 16 contains 4829 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14981 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414728.000000 Penalty: 175162.671875
Iteration 175Q: 23 clusters Score -8.941473e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24158 members 
Mstep: Class 4 contains 11831 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25533 members 
Mstep: Class 8 contains 37473 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27334 members 
Mstep: Class 11 contains 87450 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 28893 members 
Mstep: Class 14 contains 25587 members 
Mstep: Class 15 contains 60479 members 
Mstep: Class 16 contains 4837 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14948 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414808.000000 Penalty: 175162.671875
Iteration 176Q: 23 clusters Score -8.941481e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24161 members 
Mstep: Class 4 contains 11831 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25534 members 
Mstep: Class 8 contains 37477 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27326 members 
Mstep: Class 11 contains 87459 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 28894 members 
Mstep: Class 14 contains 25594 members 
Mstep: Class 15 contains 60510 members 
Mstep: Class 16 contains 4839 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14921 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414848.000000 Penalty: 175162.671875
Iteration 177Q: 23 clusters Score -8.941485e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24166 members 
Mstep: Class 4 contains 11831 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25543 members 
Mstep: Class 8 contains 37477 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27320 members 
Mstep: Class 11 contains 87466 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28892 members 
Mstep: Class 14 contains 25600 members 
Mstep: Class 15 contains 60552 members 
Mstep: Class 16 contains 4843 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14874 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414728.000000 Penalty: 175162.671875
Iteration 178Q: 23 clusters Score -8.941473e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24173 members 
Mstep: Class 4 contains 11832 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25559 members 
Mstep: Class 8 contains 37472 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27307 members 
Mstep: Class 11 contains 87476 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 28887 members 
Mstep: Class 14 contains 25599 members 
Mstep: Class 15 contains 60582 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14842 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414816.000000 Penalty: 175162.671875
Iteration 179Q: 23 clusters Score -8.941482e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24178 members 
Mstep: Class 4 contains 11833 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25557 members 
Mstep: Class 8 contains 37470 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27307 members 
Mstep: Class 11 contains 87481 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 28889 members 
Mstep: Class 14 contains 25596 members 
Mstep: Class 15 contains 60617 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14794 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414704.000000 Penalty: 175162.671875
Iteration 180F: 23 clusters Score -8.94147e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24183 members 
Mstep: Class 4 contains 11834 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25570 members 
Mstep: Class 8 contains 37472 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27301 members 
Mstep: Class 11 contains 87488 members 
Mstep: Class 12 contains 7470 members 
Mstep: Class 13 contains 28889 members 
Mstep: Class 14 contains 25598 members 
Mstep: Class 15 contains 60651 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14743 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414936.000000 Penalty: 175162.671875
Iteration 181Q: 23 clusters Score -8.941494e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24189 members 
Mstep: Class 4 contains 11837 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25586 members 
Mstep: Class 8 contains 37485 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27297 members 
Mstep: Class 11 contains 87491 members 
Mstep: Class 12 contains 7470 members 
Mstep: Class 13 contains 28895 members 
Mstep: Class 14 contains 25607 members 
Mstep: Class 15 contains 60690 members 
Mstep: Class 16 contains 4881 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14667 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415000.000000 Penalty: 175162.671875
Iteration 182Q: 23 clusters Score -8.9415e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24201 members 
Mstep: Class 4 contains 11842 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25652 members 
Mstep: Class 8 contains 37491 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27290 members 
Mstep: Class 11 contains 87489 members 
Mstep: Class 12 contains 7471 members 
Mstep: Class 13 contains 28883 members 
Mstep: Class 14 contains 25617 members 
Mstep: Class 15 contains 60742 members 
Mstep: Class 16 contains 4894 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14563 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414960.000000 Penalty: 175162.671875
Iteration 183Q: 23 clusters Score -8.941496e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78566 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24203 members 
Mstep: Class 4 contains 11847 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25734 members 
Mstep: Class 8 contains 37504 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27273 members 
Mstep: Class 11 contains 87480 members 
Mstep: Class 12 contains 7477 members 
Mstep: Class 13 contains 28881 members 
Mstep: Class 14 contains 25621 members 
Mstep: Class 15 contains 60787 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14449 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415216.000000 Penalty: 175162.671875
Iteration 184Q: 23 clusters Score -8.941522e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24210 members 
Mstep: Class 4 contains 11849 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25831 members 
Mstep: Class 8 contains 37512 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27262 members 
Mstep: Class 11 contains 87484 members 
Mstep: Class 12 contains 7486 members 
Mstep: Class 13 contains 28873 members 
Mstep: Class 14 contains 25624 members 
Mstep: Class 15 contains 60832 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14314 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415320.000000 Penalty: 175162.671875
Iteration 185Q: 23 clusters Score -8.941532e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78495 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24213 members 
Mstep: Class 4 contains 11850 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25898 members 
Mstep: Class 8 contains 37514 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27264 members 
Mstep: Class 11 contains 87474 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 28867 members 
Mstep: Class 14 contains 25640 members 
Mstep: Class 15 contains 60877 members 
Mstep: Class 16 contains 4949 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 18 contains 14207 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415664.000000 Penalty: 175162.671875
Iteration 186Q: 23 clusters Score -8.941566e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24217 members 
Mstep: Class 4 contains 11850 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 25965 members 
Mstep: Class 8 contains 37519 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27262 members 
Mstep: Class 11 contains 87476 members 
Mstep: Class 12 contains 7483 members 
Mstep: Class 13 contains 28874 members 
Mstep: Class 14 contains 25645 members 
Mstep: Class 15 contains 60917 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 14071 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415776.000000 Penalty: 175162.671875
Iteration 187Q: 23 clusters Score -8.941578e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24220 members 
Mstep: Class 4 contains 11855 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 26037 members 
Mstep: Class 8 contains 37519 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27264 members 
Mstep: Class 11 contains 87473 members 
Mstep: Class 12 contains 7488 members 
Mstep: Class 13 contains 28871 members 
Mstep: Class 14 contains 25658 members 
Mstep: Class 15 contains 60966 members 
Mstep: Class 16 contains 4981 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 13943 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415944.000000 Penalty: 175162.671875
Iteration 188Q: 23 clusters Score -8.941594e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78413 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24226 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 26111 members 
Mstep: Class 8 contains 37526 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27261 members 
Mstep: Class 11 contains 87469 members 
Mstep: Class 12 contains 7489 members 
Mstep: Class 13 contains 28868 members 
Mstep: Class 14 contains 25674 members 
Mstep: Class 15 contains 61029 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 13802 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416064.000000 Penalty: 175162.671875
Iteration 189Q: 23 clusters Score -8.941606e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24235 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 26178 members 
Mstep: Class 8 contains 37536 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27243 members 
Mstep: Class 11 contains 87466 members 
Mstep: Class 12 contains 7498 members 
Mstep: Class 13 contains 28865 members 
Mstep: Class 14 contains 25686 members 
Mstep: Class 15 contains 61095 members 
Mstep: Class 16 contains 5019 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 13678 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416272.000000 Penalty: 175162.671875
Iteration 190Q: 23 clusters Score -8.941627e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78323 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24246 members 
Mstep: Class 4 contains 11859 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 37542 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27233 members 
Mstep: Class 11 contains 87460 members 
Mstep: Class 12 contains 7500 members 
Mstep: Class 13 contains 28870 members 
Mstep: Class 14 contains 25688 members 
Mstep: Class 15 contains 61167 members 
Mstep: Class 16 contains 5040 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 13542 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416424.000000 Penalty: 175162.671875
Iteration 191Q: 23 clusters Score -8.941642e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 26328 members 
Mstep: Class 8 contains 37553 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27216 members 
Mstep: Class 11 contains 87458 members 
Mstep: Class 12 contains 7499 members 
Mstep: Class 13 contains 28874 members 
Mstep: Class 14 contains 25695 members 
Mstep: Class 15 contains 61252 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 13392 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416584.000000 Penalty: 175162.671875
Iteration 192Q: 23 clusters Score -8.941658e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24261 members 
Mstep: Class 4 contains 11866 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 26445 members 
Mstep: Class 8 contains 37553 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27212 members 
Mstep: Class 11 contains 87452 members 
Mstep: Class 12 contains 7496 members 
Mstep: Class 13 contains 28876 members 
Mstep: Class 14 contains 25702 members 
Mstep: Class 15 contains 61335 members 
Mstep: Class 16 contains 5090 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 13214 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416792.000000 Penalty: 175162.671875
Iteration 193Q: 23 clusters Score -8.941679e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24274 members 
Mstep: Class 4 contains 11871 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 26544 members 
Mstep: Class 8 contains 37549 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27206 members 
Mstep: Class 11 contains 87444 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 28880 members 
Mstep: Class 14 contains 25713 members 
Mstep: Class 15 contains 61420 members 
Mstep: Class 16 contains 5102 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 13053 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416984.000000 Penalty: 175162.671875
Iteration 194Q: 23 clusters Score -8.941698e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24286 members 
Mstep: Class 4 contains 11877 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 26664 members 
Mstep: Class 8 contains 37556 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27189 members 
Mstep: Class 11 contains 87438 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 28875 members 
Mstep: Class 14 contains 25723 members 
Mstep: Class 15 contains 61486 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12887 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417120.000000 Penalty: 175162.671875
Iteration 195Q: 23 clusters Score -8.941712e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24289 members 
Mstep: Class 4 contains 11881 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 26776 members 
Mstep: Class 8 contains 37559 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27168 members 
Mstep: Class 11 contains 87434 members 
Mstep: Class 12 contains 7494 members 
Mstep: Class 13 contains 28878 members 
Mstep: Class 14 contains 25730 members 
Mstep: Class 15 contains 61557 members 
Mstep: Class 16 contains 5138 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12766 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417160.000000 Penalty: 175162.671875
Iteration 196Q: 23 clusters Score -8.941716e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77964 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24295 members 
Mstep: Class 4 contains 11883 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 26918 members 
Mstep: Class 8 contains 37570 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27150 members 
Mstep: Class 11 contains 87427 members 
Mstep: Class 12 contains 7490 members 
Mstep: Class 13 contains 28871 members 
Mstep: Class 14 contains 25729 members 
Mstep: Class 15 contains 61620 members 
Mstep: Class 16 contains 5155 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417304.000000 Penalty: 175162.671875
Iteration 197Q: 23 clusters Score -8.94173e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24293 members 
Mstep: Class 4 contains 11884 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 27044 members 
Mstep: Class 8 contains 37585 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27124 members 
Mstep: Class 11 contains 87412 members 
Mstep: Class 12 contains 7486 members 
Mstep: Class 13 contains 28859 members 
Mstep: Class 14 contains 25733 members 
Mstep: Class 15 contains 61687 members 
Mstep: Class 16 contains 5175 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12530 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417544.000000 Penalty: 175162.671875
Iteration 198Q: 23 clusters Score -8.941754e+07 nChanged 553
Entering ConstructFrom: 
Score: -89417544.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (77854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Entering Unmasked Estep 
Score: -16111047.000000 Penalty: 6898.336426
	Iteration 0F: 2 clusters Score -1.611105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -16057042.000000 Penalty: 13796.672852
	Iteration 0F: 3 clusters Score -1.605704e+07 nChanged 35265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -16076074.000000 Penalty: 13796.672852
	Iteration 1F: 3 clusters Score -1.607607e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -16077057.000000 Penalty: 13796.672852
	Iteration 2Q: 3 clusters Score -1.607706e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -16078028.000000 Penalty: 13796.672852
	Iteration 3Q: 3 clusters Score -1.607803e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -16079064.000000 Penalty: 13796.672852
	Iteration 4Q: 3 clusters Score -1.607906e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -16080035.000000 Penalty: 13796.672852
	Iteration 5Q: 3 clusters Score -1.608004e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -16081219.000000 Penalty: 13796.672852
	Iteration 6Q: 3 clusters Score -1.608122e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -16082617.000000 Penalty: 13796.672852
	Iteration 7Q: 3 clusters Score -1.608262e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -16084178.000000 Penalty: 13796.672852
	Iteration 8Q: 3 clusters Score -1.608418e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -16086092.000000 Penalty: 13796.672852
	Iteration 9Q: 3 clusters Score -1.608609e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -16087940.000000 Penalty: 13796.672852
	Iteration 10Q: 3 clusters Score -1.608794e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -16089885.000000 Penalty: 13796.672852
	Iteration 11Q: 3 clusters Score -1.608988e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -16091754.000000 Penalty: 13796.672852
	Iteration 12Q: 3 clusters Score -1.609175e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -16093678.000000 Penalty: 13796.672852
	Iteration 13Q: 3 clusters Score -1.609368e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -16095532.000000 Penalty: 13796.672852
	Iteration 14Q: 3 clusters Score -1.609553e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -16097154.000000 Penalty: 13796.672852
	Iteration 15Q: 3 clusters Score -1.609715e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -16098659.000000 Penalty: 13796.672852
	Iteration 16Q: 3 clusters Score -1.609866e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -16099895.000000 Penalty: 13796.672852
	Iteration 17Q: 3 clusters Score -1.60999e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -16101001.000000 Penalty: 13796.672852
	Iteration 18Q: 3 clusters Score -1.6101e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -16101865.000000 Penalty: 13796.672852
	Iteration 19Q: 3 clusters Score -1.610186e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -16102571.000000 Penalty: 13796.672852
	Iteration 20F: 3 clusters Score -1.610257e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -16103244.000000 Penalty: 13796.672852
	Iteration 21Q: 3 clusters Score -1.610324e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -16103773.000000 Penalty: 13796.672852
	Iteration 22Q: 3 clusters Score -1.610377e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -16104144.000000 Penalty: 13796.672852
	Iteration 23Q: 3 clusters Score -1.610414e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -16104393.000000 Penalty: 13796.672852
	Iteration 24Q: 3 clusters Score -1.610439e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -16104631.000000 Penalty: 13796.672852
	Iteration 25Q: 3 clusters Score -1.610463e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -16104839.000000 Penalty: 13796.672852
	Iteration 26Q: 3 clusters Score -1.610484e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -16105044.000000 Penalty: 13796.672852
	Iteration 27Q: 3 clusters Score -1.610504e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -16105335.000000 Penalty: 13796.672852
	Iteration 28Q: 3 clusters Score -1.610534e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -16105604.000000 Penalty: 13796.672852
	Iteration 29Q: 3 clusters Score -1.61056e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 74092 members 
Entering Unmasked Estep 
Score: -16105886.000000 Penalty: 13796.672852
	Iteration 30Q: 3 clusters Score -1.610589e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -16106065.000000 Penalty: 13796.672852
	Iteration 31Q: 3 clusters Score -1.610606e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -16106185.000000 Penalty: 13796.672852
	Iteration 32Q: 3 clusters Score -1.610618e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -16106246.000000 Penalty: 13796.672852
	Iteration 33Q: 3 clusters Score -1.610625e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -16106270.000000 Penalty: 13796.672852
	Iteration 34Q: 3 clusters Score -1.610627e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -16106315.000000 Penalty: 13796.672852
	Iteration 35Q: 3 clusters Score -1.610632e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -16106324.000000 Penalty: 13796.672852
	Iteration 36Q: 3 clusters Score -1.610632e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -16106328.000000 Penalty: 13796.672852
	Iteration 37Q: 3 clusters Score -1.610633e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -16106345.000000 Penalty: 13796.672852
	Iteration 38Q: 3 clusters Score -1.610634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -16106360.000000 Penalty: 13796.672852
	Iteration 39Q: 3 clusters Score -1.610636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -16106391.000000 Penalty: 13796.672852
	Iteration 40F: 3 clusters Score -1.610639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
Score: -16106384.000000 Penalty: 13796.672852
	Iteration 41Q: 3 clusters Score -1.610638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -16106396.000000 Penalty: 13796.672852
	Iteration 42Q: 3 clusters Score -1.61064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -16106419.000000 Penalty: 13796.672852
	Iteration 43Q: 3 clusters Score -1.610642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -16106409.000000 Penalty: 13796.672852
	Iteration 44Q: 3 clusters Score -1.610641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -16106409.000000 Penalty: 13796.672852
	Iteration 45Q: 3 clusters Score -1.610641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -16106411.000000 Penalty: 13796.672852
	Iteration 46Q: 3 clusters Score -1.610641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -16106399.000000 Penalty: 13796.672852
	Iteration 47Q: 3 clusters Score -1.61064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 74696 members 
Entering Unmasked Estep 
Score: -16106413.000000 Penalty: 13796.672852
	Iteration 48Q: 3 clusters Score -1.610641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -16106415.000000 Penalty: 13796.672852
	Iteration 49Q: 3 clusters Score -1.610642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -16106425.000000 Penalty: 13796.672852
	Iteration 50Q: 3 clusters Score -1.610642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -16106413.000000 Penalty: 13796.672852
	Iteration 51Q: 3 clusters Score -1.610641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -16106426.000000 Penalty: 13796.672852
	Iteration 52Q: 3 clusters Score -1.610643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -16106419.000000 Penalty: 13796.672852
	Iteration 53Q: 3 clusters Score -1.610642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -16106419.000000 Penalty: 13796.672852
	Iteration 54F: 3 clusters Score -1.610642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -215505.796875 Penalty: 4293.815918
	Iteration 0F: 2 clusters Score -215505.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -211259.187500 Penalty: 8587.631836
	Iteration 0F: 3 clusters Score -211259.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -211621.156250 Penalty: 8587.631836
	Iteration 1F: 3 clusters Score -211621.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -211730.343750 Penalty: 8587.631836
	Iteration 2Q: 3 clusters Score -211730.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -211793.281250 Penalty: 8587.631836
	Iteration 3Q: 3 clusters Score -211793.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -211846.687500 Penalty: 8587.631836
	Iteration 4Q: 3 clusters Score -211846.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -211886.828125 Penalty: 8587.631836
	Iteration 5Q: 3 clusters Score -211886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -211930.968750 Penalty: 8587.631836
	Iteration 6Q: 3 clusters Score -211931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -211978.609375 Penalty: 8587.631836
	Iteration 7Q: 3 clusters Score -211978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -212045.578125 Penalty: 8587.631836
	Iteration 8Q: 3 clusters Score -212045.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -212148.515625 Penalty: 8587.631836
	Iteration 9Q: 3 clusters Score -212148.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -212260.343750 Penalty: 8587.631836
	Iteration 10Q: 3 clusters Score -212260.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -212311.484375 Penalty: 8587.631836
	Iteration 11Q: 3 clusters Score -212311.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -212350.453125 Penalty: 8587.631836
	Iteration 12Q: 3 clusters Score -212350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -212398.859375 Penalty: 8587.631836
	Iteration 13Q: 3 clusters Score -212398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -212428.734375 Penalty: 8587.631836
	Iteration 14Q: 3 clusters Score -212428.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -212442.234375 Penalty: 8587.631836
	Iteration 15Q: 3 clusters Score -212442.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -212453.625000 Penalty: 8587.631836
	Iteration 16Q: 3 clusters Score -212453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -212459.343750 Penalty: 8587.631836
	Iteration 17Q: 3 clusters Score -212459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -212466.750000 Penalty: 8587.631836
	Iteration 18Q: 3 clusters Score -212466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -212468.203125 Penalty: 8587.631836
	Iteration 19Q: 3 clusters Score -212468.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -212468.203125 Penalty: 8587.631836
	Iteration 20F: 3 clusters Score -212468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Entering Unmasked Estep 
Score: -5010668.000000 Penalty: 6185.191895
	Iteration 0F: 2 clusters Score -5010668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4991370.500000 Penalty: 12370.383789
	Iteration 0F: 3 clusters Score -4991370 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -4996606.000000 Penalty: 12370.383789
	Iteration 1F: 3 clusters Score -4996606 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4997294.500000 Penalty: 12370.383789
	Iteration 2F: 3 clusters Score -4997294 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4997720.000000 Penalty: 12370.383789
	Iteration 3Q: 3 clusters Score -4997720 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -4998025.000000 Penalty: 12370.383789
	Iteration 4Q: 3 clusters Score -4998025 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -4998296.500000 Penalty: 12370.383789
	Iteration 5Q: 3 clusters Score -4998296 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -4998467.500000 Penalty: 12370.383789
	Iteration 6Q: 3 clusters Score -4998468 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -4998605.000000 Penalty: 12370.383789
	Iteration 7Q: 3 clusters Score -4998605 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4998717.000000 Penalty: 12370.383789
	Iteration 8Q: 3 clusters Score -4998717 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -4998818.000000 Penalty: 12370.383789
	Iteration 9Q: 3 clusters Score -4998818 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -4998937.500000 Penalty: 12370.383789
	Iteration 10Q: 3 clusters Score -4998938 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4999055.000000 Penalty: 12370.383789
	Iteration 11Q: 3 clusters Score -4999055 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4999196.500000 Penalty: 12370.383789
	Iteration 12Q: 3 clusters Score -4999196 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -4999346.500000 Penalty: 12370.383789
	Iteration 13Q: 3 clusters Score -4999346 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -4999525.000000 Penalty: 12370.383789
	Iteration 14Q: 3 clusters Score -4999525 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -4999742.500000 Penalty: 12370.383789
	Iteration 15Q: 3 clusters Score -4999742 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -4999983.500000 Penalty: 12370.383789
	Iteration 16Q: 3 clusters Score -4999984 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -5000378.000000 Penalty: 12370.383789
	Iteration 17Q: 3 clusters Score -5000378 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -5000752.000000 Penalty: 12370.383789
	Iteration 18Q: 3 clusters Score -5000752 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -5001284.500000 Penalty: 12370.383789
	Iteration 19Q: 3 clusters Score -5001284 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -5001857.500000 Penalty: 12370.383789
	Iteration 20F: 3 clusters Score -5001858 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -5002446.500000 Penalty: 12370.383789
	Iteration 21Q: 3 clusters Score -5002446 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5003041.500000 Penalty: 12370.383789
	Iteration 22Q: 3 clusters Score -5003042 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5003564.500000 Penalty: 12370.383789
	Iteration 23Q: 3 clusters Score -5003564 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5003996.000000 Penalty: 12370.383789
	Iteration 24Q: 3 clusters Score -5003996 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5004306.000000 Penalty: 12370.383789
	Iteration 25Q: 3 clusters Score -5004306 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5004569.000000 Penalty: 12370.383789
	Iteration 26Q: 3 clusters Score -5004569 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5004771.000000 Penalty: 12370.383789
	Iteration 27Q: 3 clusters Score -5004771 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5004907.500000 Penalty: 12370.383789
	Iteration 28Q: 3 clusters Score -5004908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5005019.500000 Penalty: 12370.383789
	Iteration 29Q: 3 clusters Score -5005020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5005105.500000 Penalty: 12370.383789
	Iteration 30Q: 3 clusters Score -5005106 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5005153.500000 Penalty: 12370.383789
	Iteration 31Q: 3 clusters Score -5005154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5005201.500000 Penalty: 12370.383789
	Iteration 32Q: 3 clusters Score -5005202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5005232.500000 Penalty: 12370.383789
	Iteration 33Q: 3 clusters Score -5005232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5005244.500000 Penalty: 12370.383789
	Iteration 34Q: 3 clusters Score -5005244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5005252.500000 Penalty: 12370.383789
	Iteration 35Q: 3 clusters Score -5005252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5005255.000000 Penalty: 12370.383789
	Iteration 36Q: 3 clusters Score -5005255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5005262.500000 Penalty: 12370.383789
	Iteration 37Q: 3 clusters Score -5005262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5005270.000000 Penalty: 12370.383789
	Iteration 38Q: 3 clusters Score -5005270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5005266.500000 Penalty: 12370.383789
	Iteration 39Q: 3 clusters Score -5005266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5005273.500000 Penalty: 12370.383789
	Iteration 40F: 3 clusters Score -5005274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5005282.000000 Penalty: 12370.383789
	Iteration 41Q: 3 clusters Score -5005282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5005291.000000 Penalty: 12370.383789
	Iteration 42Q: 3 clusters Score -5005291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5005283.000000 Penalty: 12370.383789
	Iteration 43Q: 3 clusters Score -5005283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5005292.500000 Penalty: 12370.383789
	Iteration 44Q: 3 clusters Score -5005292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5005300.000000 Penalty: 12370.383789
	Iteration 45Q: 3 clusters Score -5005300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5005292.000000 Penalty: 12370.383789
	Iteration 46Q: 3 clusters Score -5005292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5005295.500000 Penalty: 12370.383789
	Iteration 47Q: 3 clusters Score -5005296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5005295.500000 Penalty: 12370.383789
	Iteration 48F: 3 clusters Score -5005296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Entering Unmasked Estep 
Score: -2406362.000000 Penalty: 5747.107422
	Iteration 0F: 2 clusters Score -2406362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2394959.750000 Penalty: 11494.214844
	Iteration 0F: 3 clusters Score -2394960 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2397386.500000 Penalty: 11494.214844
	Iteration 1F: 3 clusters Score -2397386 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2397864.000000 Penalty: 11494.214844
	Iteration 2F: 3 clusters Score -2397864 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2398226.750000 Penalty: 11494.214844
	Iteration 3Q: 3 clusters Score -2398227 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2398623.500000 Penalty: 11494.214844
	Iteration 4Q: 3 clusters Score -2398624 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2399029.000000 Penalty: 11494.214844
	Iteration 5Q: 3 clusters Score -2399029 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2399464.000000 Penalty: 11494.214844
	Iteration 6Q: 3 clusters Score -2399464 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2399875.750000 Penalty: 11494.214844
	Iteration 7Q: 3 clusters Score -2399876 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2400253.000000 Penalty: 11494.214844
	Iteration 8Q: 3 clusters Score -2400253 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2400603.250000 Penalty: 11494.214844
	Iteration 9Q: 3 clusters Score -2400603 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2400921.750000 Penalty: 11494.214844
	Iteration 10Q: 3 clusters Score -2400922 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2401262.250000 Penalty: 11494.214844
	Iteration 11Q: 3 clusters Score -2401262 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2401571.750000 Penalty: 11494.214844
	Iteration 12Q: 3 clusters Score -2401572 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2401837.250000 Penalty: 11494.214844
	Iteration 13Q: 3 clusters Score -2401837 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2402066.250000 Penalty: 11494.214844
	Iteration 14Q: 3 clusters Score -2402066 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2402262.000000 Penalty: 11494.214844
	Iteration 15Q: 3 clusters Score -2402262 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2402421.250000 Penalty: 11494.214844
	Iteration 16Q: 3 clusters Score -2402421 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2402559.250000 Penalty: 11494.214844
	Iteration 17Q: 3 clusters Score -2402559 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2402674.250000 Penalty: 11494.214844
	Iteration 18Q: 3 clusters Score -2402674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2402738.000000 Penalty: 11494.214844
	Iteration 19Q: 3 clusters Score -2402738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2402784.500000 Penalty: 11494.214844
	Iteration 20F: 3 clusters Score -2402784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2402820.250000 Penalty: 11494.214844
	Iteration 21Q: 3 clusters Score -2402820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2402851.250000 Penalty: 11494.214844
	Iteration 22Q: 3 clusters Score -2402851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2402889.750000 Penalty: 11494.214844
	Iteration 23Q: 3 clusters Score -2402890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2402918.750000 Penalty: 11494.214844
	Iteration 24Q: 3 clusters Score -2402919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2402941.500000 Penalty: 11494.214844
	Iteration 25Q: 3 clusters Score -2402942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2402960.750000 Penalty: 11494.214844
	Iteration 26Q: 3 clusters Score -2402961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2402987.750000 Penalty: 11494.214844
	Iteration 27Q: 3 clusters Score -2402988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2402999.750000 Penalty: 11494.214844
	Iteration 28Q: 3 clusters Score -2403000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2403011.750000 Penalty: 11494.214844
	Iteration 29Q: 3 clusters Score -2403012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2403017.000000 Penalty: 11494.214844
	Iteration 30Q: 3 clusters Score -2403017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2403033.250000 Penalty: 11494.214844
	Iteration 31Q: 3 clusters Score -2403033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2403038.000000 Penalty: 11494.214844
	Iteration 32Q: 3 clusters Score -2403038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2403042.250000 Penalty: 11494.214844
	Iteration 33Q: 3 clusters Score -2403042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2403051.750000 Penalty: 11494.214844
	Iteration 34Q: 3 clusters Score -2403052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2403057.500000 Penalty: 11494.214844
	Iteration 35Q: 3 clusters Score -2403058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2403068.750000 Penalty: 11494.214844
	Iteration 36Q: 3 clusters Score -2403069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2403075.000000 Penalty: 11494.214844
	Iteration 37Q: 3 clusters Score -2403075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2403081.250000 Penalty: 11494.214844
	Iteration 38Q: 3 clusters Score -2403081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2403081.250000 Penalty: 11494.214844
	Iteration 39Q: 3 clusters Score -2403081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2403080.500000 Penalty: 11494.214844
	Iteration 40F: 3 clusters Score -2403080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2403088.250000 Penalty: 11494.214844
	Iteration 41Q: 3 clusters Score -2403088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2403093.000000 Penalty: 11494.214844
	Iteration 42Q: 3 clusters Score -2403093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2403100.000000 Penalty: 11494.214844
	Iteration 43Q: 3 clusters Score -2403100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2403105.500000 Penalty: 11494.214844
	Iteration 44Q: 3 clusters Score -2403106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2403108.250000 Penalty: 11494.214844
	Iteration 45Q: 3 clusters Score -2403108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2403115.750000 Penalty: 11494.214844
	Iteration 46Q: 3 clusters Score -2403116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2403117.000000 Penalty: 11494.214844
	Iteration 47Q: 3 clusters Score -2403117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2403114.750000 Penalty: 11494.214844
	Iteration 48Q: 3 clusters Score -2403115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2403113.000000 Penalty: 11494.214844
	Iteration 49Q: 3 clusters Score -2403113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2403117.000000 Penalty: 11494.214844
	Iteration 50Q: 3 clusters Score -2403117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2403116.750000 Penalty: 11494.214844
	Iteration 51Q: 3 clusters Score -2403117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2403118.000000 Penalty: 11494.214844
	Iteration 52Q: 3 clusters Score -2403118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2403118.750000 Penalty: 11494.214844
	Iteration 53Q: 3 clusters Score -2403119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2403122.750000 Penalty: 11494.214844
	Iteration 54Q: 3 clusters Score -2403123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2403119.000000 Penalty: 11494.214844
	Iteration 55Q: 3 clusters Score -2403119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2403119.000000 Penalty: 11494.214844
	Iteration 56F: 3 clusters Score -2403119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -104556.171875 Penalty: 3873.669922
	Iteration 0F: 2 clusters Score -104556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -101086.812500 Penalty: 7747.339844
	Iteration 0F: 3 clusters Score -101086.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -101250.070312 Penalty: 7747.339844
	Iteration 1F: 3 clusters Score -101250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -101304.421875 Penalty: 7747.339844
	Iteration 2Q: 3 clusters Score -101304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -101342.890625 Penalty: 7747.339844
	Iteration 3Q: 3 clusters Score -101342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -101353.062500 Penalty: 7747.339844
	Iteration 4Q: 3 clusters Score -101353.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -101356.578125 Penalty: 7747.339844
	Iteration 5Q: 3 clusters Score -101356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -101356.578125 Penalty: 7747.339844
	Iteration 6F: 3 clusters Score -101356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -377705.812500 Penalty: 4619.930664
	Iteration 0F: 2 clusters Score -377705.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -372892.687500 Penalty: 9239.861328
	Iteration 0F: 3 clusters Score -372892.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -373831.656250 Penalty: 9239.861328
	Iteration 1F: 3 clusters Score -373831.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -374530.468750 Penalty: 9239.861328
	Iteration 2F: 3 clusters Score -374530.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -375297.250000 Penalty: 9239.861328
	Iteration 3F: 3 clusters Score -375297.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -376142.250000 Penalty: 9239.861328
	Iteration 4F: 3 clusters Score -376142.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -376757.125000 Penalty: 9239.861328
	Iteration 5F: 3 clusters Score -376757.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -377105.937500 Penalty: 9239.861328
	Iteration 6Q: 3 clusters Score -377105.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -377316.343750 Penalty: 9239.861328
	Iteration 7Q: 3 clusters Score -377316.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -377431.062500 Penalty: 9239.861328
	Iteration 8Q: 3 clusters Score -377431.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -377527.968750 Penalty: 9239.861328
	Iteration 9Q: 3 clusters Score -377528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -377596.562500 Penalty: 9239.861328
	Iteration 10Q: 3 clusters Score -377596.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -377644.562500 Penalty: 9239.861328
	Iteration 11Q: 3 clusters Score -377644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -377689.343750 Penalty: 9239.861328
	Iteration 12Q: 3 clusters Score -377689.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -377783.093750 Penalty: 9239.861328
	Iteration 13Q: 3 clusters Score -377783.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -377855.718750 Penalty: 9239.861328
	Iteration 14Q: 3 clusters Score -377855.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -377897.375000 Penalty: 9239.861328
	Iteration 15Q: 3 clusters Score -377897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -377908.343750 Penalty: 9239.861328
	Iteration 16Q: 3 clusters Score -377908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -377916.718750 Penalty: 9239.861328
	Iteration 17Q: 3 clusters Score -377916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -377920.500000 Penalty: 9239.861328
	Iteration 18Q: 3 clusters Score -377920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -377925.312500 Penalty: 9239.861328
	Iteration 19Q: 3 clusters Score -377925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -377927.156250 Penalty: 9239.861328
	Iteration 20F: 3 clusters Score -377927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -377929.000000 Penalty: 9239.861328
	Iteration 21Q: 3 clusters Score -377929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -377929.000000 Penalty: 9239.861328
	Iteration 22F: 3 clusters Score -377929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24301 members 
Mstep: Class 4 contains 11885 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 27145 members 
Mstep: Class 8 contains 37588 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27100 members 
Mstep: Class 11 contains 87409 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 28850 members 
Mstep: Class 14 contains 25733 members 
Mstep: Class 15 contains 61717 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12477 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 1343 members 
Entering Unmasked Estep 
Score: -89414600.000000 Penalty: 183124.609375
Splitting cluster 6 changes total score from -89417544.000000 to -89414600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (27145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Entering Unmasked Estep 
Score: -5307554.500000 Penalty: 6252.980957
	Iteration 0F: 2 clusters Score -5307554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -5286581.000000 Penalty: 12505.961914
	Iteration 0F: 3 clusters Score -5286581 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -5293142.500000 Penalty: 12505.961914
	Iteration 1F: 3 clusters Score -5293142 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -5294261.500000 Penalty: 12505.961914
	Iteration 2F: 3 clusters Score -5294262 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -5295336.000000 Penalty: 12505.961914
	Iteration 3F: 3 clusters Score -5295336 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -5296484.500000 Penalty: 12505.961914
	Iteration 4F: 3 clusters Score -5296484 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -5297634.000000 Penalty: 12505.961914
	Iteration 5F: 3 clusters Score -5297634 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -5298707.500000 Penalty: 12505.961914
	Iteration 6F: 3 clusters Score -5298708 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -5299622.000000 Penalty: 12505.961914
	Iteration 7F: 3 clusters Score -5299622 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -5300298.500000 Penalty: 12505.961914
	Iteration 8Q: 3 clusters Score -5300298 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -5300853.000000 Penalty: 12505.961914
	Iteration 9Q: 3 clusters Score -5300853 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -5301271.500000 Penalty: 12505.961914
	Iteration 10Q: 3 clusters Score -5301272 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -5301557.500000 Penalty: 12505.961914
	Iteration 11Q: 3 clusters Score -5301558 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -5301744.500000 Penalty: 12505.961914
	Iteration 12Q: 3 clusters Score -5301744 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -5301878.000000 Penalty: 12505.961914
	Iteration 13Q: 3 clusters Score -5301878 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5301953.500000 Penalty: 12505.961914
	Iteration 14Q: 3 clusters Score -5301954 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5301997.000000 Penalty: 12505.961914
	Iteration 15Q: 3 clusters Score -5301997 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -5302042.500000 Penalty: 12505.961914
	Iteration 16Q: 3 clusters Score -5302042 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -5302068.000000 Penalty: 12505.961914
	Iteration 17Q: 3 clusters Score -5302068 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -5302106.000000 Penalty: 12505.961914
	Iteration 18Q: 3 clusters Score -5302106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -5302106.500000 Penalty: 12505.961914
	Iteration 19Q: 3 clusters Score -5302106 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -5302157.500000 Penalty: 12505.961914
	Iteration 20F: 3 clusters Score -5302158 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -5302171.000000 Penalty: 12505.961914
	Iteration 21Q: 3 clusters Score -5302171 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -5302190.000000 Penalty: 12505.961914
	Iteration 22Q: 3 clusters Score -5302190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -5302192.500000 Penalty: 12505.961914
	Iteration 23Q: 3 clusters Score -5302192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -5302180.500000 Penalty: 12505.961914
	Iteration 24Q: 3 clusters Score -5302180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -5302189.000000 Penalty: 12505.961914
	Iteration 25Q: 3 clusters Score -5302189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -5302198.500000 Penalty: 12505.961914
	Iteration 26Q: 3 clusters Score -5302198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -5302198.000000 Penalty: 12505.961914
	Iteration 27Q: 3 clusters Score -5302198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -5302210.500000 Penalty: 12505.961914
	Iteration 28Q: 3 clusters Score -5302210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -5302233.000000 Penalty: 12505.961914
	Iteration 29Q: 3 clusters Score -5302233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -5302234.000000 Penalty: 12505.961914
	Iteration 30Q: 3 clusters Score -5302234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -5302229.500000 Penalty: 12505.961914
	Iteration 31Q: 3 clusters Score -5302230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -5302241.500000 Penalty: 12505.961914
	Iteration 32Q: 3 clusters Score -5302242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -5302249.000000 Penalty: 12505.961914
	Iteration 33Q: 3 clusters Score -5302249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -5302251.500000 Penalty: 12505.961914
	Iteration 34Q: 3 clusters Score -5302252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5302257.000000 Penalty: 12505.961914
	Iteration 35Q: 3 clusters Score -5302257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -5302253.500000 Penalty: 12505.961914
	Iteration 36Q: 3 clusters Score -5302254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5302260.500000 Penalty: 12505.961914
	Iteration 37Q: 3 clusters Score -5302260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -5302276.000000 Penalty: 12505.961914
	Iteration 38Q: 3 clusters Score -5302276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -5302277.000000 Penalty: 12505.961914
	Iteration 39Q: 3 clusters Score -5302277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -5302271.000000 Penalty: 12505.961914
	Iteration 40F: 3 clusters Score -5302271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -5302273.500000 Penalty: 12505.961914
	Iteration 41Q: 3 clusters Score -5302274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -5302270.000000 Penalty: 12505.961914
	Iteration 42Q: 3 clusters Score -5302270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -5302271.000000 Penalty: 12505.961914
	Iteration 43Q: 3 clusters Score -5302271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -5302273.000000 Penalty: 12505.961914
	Iteration 44Q: 3 clusters Score -5302273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -5302278.500000 Penalty: 12505.961914
	Iteration 45Q: 3 clusters Score -5302278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -5302289.500000 Penalty: 12505.961914
	Iteration 46Q: 3 clusters Score -5302290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5302277.500000 Penalty: 12505.961914
	Iteration 47Q: 3 clusters Score -5302278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -5302279.000000 Penalty: 12505.961914
	Iteration 48Q: 3 clusters Score -5302279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5302281.000000 Penalty: 12505.961914
	Iteration 49Q: 3 clusters Score -5302281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5302279.000000 Penalty: 12505.961914
	Iteration 50Q: 3 clusters Score -5302279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -5302282.000000 Penalty: 12505.961914
	Iteration 51Q: 3 clusters Score -5302282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -5302282.000000 Penalty: 12505.961914
	Iteration 52F: 3 clusters Score -5302282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Entering Unmasked Estep 
Score: -7786581.500000 Penalty: 6452.344727
	Iteration 0F: 2 clusters Score -7786582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -7759009.000000 Penalty: 12904.689453
	Iteration 0F: 3 clusters Score -7759009 nChanged 16161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -7767686.500000 Penalty: 12904.689453
	Iteration 1F: 3 clusters Score -7767686 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -7768647.500000 Penalty: 12904.689453
	Iteration 2F: 3 clusters Score -7768648 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -7769459.500000 Penalty: 12904.689453
	Iteration 3F: 3 clusters Score -7769460 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -7770202.000000 Penalty: 12904.689453
	Iteration 4Q: 3 clusters Score -7770202 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -7770902.000000 Penalty: 12904.689453
	Iteration 5Q: 3 clusters Score -7770902 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -7771691.500000 Penalty: 12904.689453
	Iteration 6Q: 3 clusters Score -7771692 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -7772649.500000 Penalty: 12904.689453
	Iteration 7Q: 3 clusters Score -7772650 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -7773712.500000 Penalty: 12904.689453
	Iteration 8Q: 3 clusters Score -7773712 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -7774843.000000 Penalty: 12904.689453
	Iteration 9Q: 3 clusters Score -7774843 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -7775964.000000 Penalty: 12904.689453
	Iteration 10Q: 3 clusters Score -7775964 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -7777010.500000 Penalty: 12904.689453
	Iteration 11Q: 3 clusters Score -7777010 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -7777894.500000 Penalty: 12904.689453
	Iteration 12Q: 3 clusters Score -7777894 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7778570.500000 Penalty: 12904.689453
	Iteration 13Q: 3 clusters Score -7778570 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7779145.000000 Penalty: 12904.689453
	Iteration 14Q: 3 clusters Score -7779145 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7779568.000000 Penalty: 12904.689453
	Iteration 15Q: 3 clusters Score -7779568 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -7779898.500000 Penalty: 12904.689453
	Iteration 16Q: 3 clusters Score -7779898 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7780165.500000 Penalty: 12904.689453
	Iteration 17Q: 3 clusters Score -7780166 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7780324.500000 Penalty: 12904.689453
	Iteration 18Q: 3 clusters Score -7780324 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7780445.500000 Penalty: 12904.689453
	Iteration 19Q: 3 clusters Score -7780446 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7780575.000000 Penalty: 12904.689453
	Iteration 20F: 3 clusters Score -7780575 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7780633.000000 Penalty: 12904.689453
	Iteration 21Q: 3 clusters Score -7780633 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7780709.500000 Penalty: 12904.689453
	Iteration 22Q: 3 clusters Score -7780710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7780736.000000 Penalty: 12904.689453
	Iteration 23Q: 3 clusters Score -7780736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7780773.000000 Penalty: 12904.689453
	Iteration 24Q: 3 clusters Score -7780773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7780789.500000 Penalty: 12904.689453
	Iteration 25Q: 3 clusters Score -7780790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7780809.000000 Penalty: 12904.689453
	Iteration 26Q: 3 clusters Score -7780809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7780831.000000 Penalty: 12904.689453
	Iteration 27Q: 3 clusters Score -7780831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7780874.500000 Penalty: 12904.689453
	Iteration 28Q: 3 clusters Score -7780874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7780882.000000 Penalty: 12904.689453
	Iteration 29Q: 3 clusters Score -7780882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7780907.500000 Penalty: 12904.689453
	Iteration 30Q: 3 clusters Score -7780908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7780922.500000 Penalty: 12904.689453
	Iteration 31Q: 3 clusters Score -7780922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7780919.500000 Penalty: 12904.689453
	Iteration 32Q: 3 clusters Score -7780920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7780926.000000 Penalty: 12904.689453
	Iteration 33Q: 3 clusters Score -7780926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7780926.000000 Penalty: 12904.689453
	Iteration 34Q: 3 clusters Score -7780926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7780940.000000 Penalty: 12904.689453
	Iteration 35Q: 3 clusters Score -7780940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7780943.000000 Penalty: 12904.689453
	Iteration 36Q: 3 clusters Score -7780943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7780938.500000 Penalty: 12904.689453
	Iteration 37Q: 3 clusters Score -7780938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7780943.000000 Penalty: 12904.689453
	Iteration 38Q: 3 clusters Score -7780943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7780941.500000 Penalty: 12904.689453
	Iteration 39Q: 3 clusters Score -7780942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7780939.500000 Penalty: 12904.689453
	Iteration 40F: 3 clusters Score -7780940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7780939.500000 Penalty: 12904.689453
	Iteration 41Q: 3 clusters Score -7780940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7780949.500000 Penalty: 12904.689453
	Iteration 42Q: 3 clusters Score -7780950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7780945.000000 Penalty: 12904.689453
	Iteration 43Q: 3 clusters Score -7780945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7780949.000000 Penalty: 12904.689453
	Iteration 44Q: 3 clusters Score -7780949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7780950.000000 Penalty: 12904.689453
	Iteration 45Q: 3 clusters Score -7780950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7780960.000000 Penalty: 12904.689453
	Iteration 46Q: 3 clusters Score -7780960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7780950.500000 Penalty: 12904.689453
	Iteration 47Q: 3 clusters Score -7780950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7780961.000000 Penalty: 12904.689453
	Iteration 48Q: 3 clusters Score -7780961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7780954.000000 Penalty: 12904.689453
	Iteration 49Q: 3 clusters Score -7780954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7780953.500000 Penalty: 12904.689453
	Iteration 50Q: 3 clusters Score -7780954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7780965.000000 Penalty: 12904.689453
	Iteration 51Q: 3 clusters Score -7780965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7780965.000000 Penalty: 12904.689453
	Iteration 52Q: 3 clusters Score -7780965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7780974.000000 Penalty: 12904.689453
	Iteration 53Q: 3 clusters Score -7780974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7780977.500000 Penalty: 12904.689453
	Iteration 54Q: 3 clusters Score -7780978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7780979.500000 Penalty: 12904.689453
	Iteration 55Q: 3 clusters Score -7780980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7780988.000000 Penalty: 12904.689453
	Iteration 56Q: 3 clusters Score -7780988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7780986.500000 Penalty: 12904.689453
	Iteration 57Q: 3 clusters Score -7780986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7780996.500000 Penalty: 12904.689453
	Iteration 58Q: 3 clusters Score -7780996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7780992.000000 Penalty: 12904.689453
	Iteration 59Q: 3 clusters Score -7780992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7780981.500000 Penalty: 12904.689453
	Iteration 60F: 3 clusters Score -7780982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -131061.968750 Penalty: 4052.339844
	Iteration 0F: 2 clusters Score -131062 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 373 members 
Entering Unmasked Estep 
Score: -127343.781250 Penalty: 8104.679688
	Iteration 0F: 3 clusters Score -127343.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -127788.210938 Penalty: 8104.679688
	Iteration 1F: 3 clusters Score -127788.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -127957.000000 Penalty: 8104.679688
	Iteration 2Q: 3 clusters Score -127957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -128110.140625 Penalty: 8104.679688
	Iteration 3Q: 3 clusters Score -128110.1 nChanged 25
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: -128345.187500 Penalty: 8104.679688
	Iteration 4Q: 3 clusters Score -128345.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -128620.984375 Penalty: 8104.679688
	Iteration 5Q: 3 clusters Score -128621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -129114.195312 Penalty: 8104.679688
	Iteration 6Q: 3 clusters Score -129114.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -129585.695312 Penalty: 8104.679688
	Iteration 7Q: 3 clusters Score -129585.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -129837.968750 Penalty: 8104.679688
	Iteration 8Q: 3 clusters Score -129838 nChanged 15
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: -129960.203125 Penalty: 8104.679688
	Iteration 9Q: 3 clusters Score -129960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -130037.992188 Penalty: 8104.679688
	Iteration 10Q: 3 clusters Score -130038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -130081.523438 Penalty: 8104.679688
	Iteration 11Q: 3 clusters Score -130081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -130099.914062 Penalty: 8104.679688
	Iteration 12Q: 3 clusters Score -130099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -130111.875000 Penalty: 8104.679688
	Iteration 13Q: 3 clusters Score -130111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -130124.843750 Penalty: 8104.679688
	Iteration 14Q: 3 clusters Score -130124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -130130.953125 Penalty: 8104.679688
	Iteration 15Q: 3 clusters Score -130131 nChanged 1
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: -130143.242188 Penalty: 8104.679688
	Iteration 16Q: 3 clusters Score -130143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -130155.320312 Penalty: 8104.679688
	Iteration 17Q: 3 clusters Score -130155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -130161.875000 Penalty: 8104.679688
	Iteration 18Q: 3 clusters Score -130161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -130186.507812 Penalty: 8104.679688
	Iteration 19Q: 3 clusters Score -130186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -130204.335938 Penalty: 8104.679688
	Iteration 20F: 3 clusters Score -130204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -130227.476562 Penalty: 8104.679688
	Iteration 21Q: 3 clusters Score -130227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -130260.476562 Penalty: 8104.679688
	Iteration 22Q: 3 clusters Score -130260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -130267.703125 Penalty: 8104.679688
	Iteration 23Q: 3 clusters Score -130267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -130267.703125 Penalty: 8104.679688
	Iteration 24F: 3 clusters Score -130267.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Entering Unmasked Estep 
Score: -5624344.500000 Penalty: 6251.964355
	Iteration 0F: 2 clusters Score -5624344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -5603314.000000 Penalty: 12503.928711
	Iteration 0F: 3 clusters Score -5603314 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -5609390.500000 Penalty: 12503.928711
	Iteration 1F: 3 clusters Score -5609390 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -5610138.000000 Penalty: 12503.928711
	Iteration 2F: 3 clusters Score -5610138 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -5610660.000000 Penalty: 12503.928711
	Iteration 3Q: 3 clusters Score -5610660 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -5611141.500000 Penalty: 12503.928711
	Iteration 4Q: 3 clusters Score -5611142 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -5611549.500000 Penalty: 12503.928711
	Iteration 5Q: 3 clusters Score -5611550 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -5611963.000000 Penalty: 12503.928711
	Iteration 6Q: 3 clusters Score -5611963 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -5612372.500000 Penalty: 12503.928711
	Iteration 7Q: 3 clusters Score -5612372 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -5612833.000000 Penalty: 12503.928711
	Iteration 8Q: 3 clusters Score -5612833 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5613333.500000 Penalty: 12503.928711
	Iteration 9Q: 3 clusters Score -5613334 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -5614163.500000 Penalty: 12503.928711
	Iteration 10Q: 3 clusters Score -5614164 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5615516.500000 Penalty: 12503.928711
	Iteration 11F: 3 clusters Score -5615516 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -5617221.000000 Penalty: 12503.928711
	Iteration 12F: 3 clusters Score -5617221 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -5618790.000000 Penalty: 12503.928711
	Iteration 13F: 3 clusters Score -5618790 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -5620019.500000 Penalty: 12503.928711
	Iteration 14F: 3 clusters Score -5620020 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -5620961.000000 Penalty: 12503.928711
	Iteration 15Q: 3 clusters Score -5620961 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5621614.500000 Penalty: 12503.928711
	Iteration 16Q: 3 clusters Score -5621614 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -5621967.000000 Penalty: 12503.928711
	Iteration 17Q: 3 clusters Score -5621967 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -5622146.000000 Penalty: 12503.928711
	Iteration 18Q: 3 clusters Score -5622146 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -5622268.000000 Penalty: 12503.928711
	Iteration 19Q: 3 clusters Score -5622268 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5622396.500000 Penalty: 12503.928711
	Iteration 20F: 3 clusters Score -5622396 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -5622479.500000 Penalty: 12503.928711
	Iteration 21Q: 3 clusters Score -5622480 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -5622558.000000 Penalty: 12503.928711
	Iteration 22Q: 3 clusters Score -5622558 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5622657.000000 Penalty: 12503.928711
	Iteration 23Q: 3 clusters Score -5622657 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5622752.000000 Penalty: 12503.928711
	Iteration 24Q: 3 clusters Score -5622752 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -5622870.500000 Penalty: 12503.928711
	Iteration 25Q: 3 clusters Score -5622870 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -5623022.500000 Penalty: 12503.928711
	Iteration 26Q: 3 clusters Score -5623022 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -5623279.500000 Penalty: 12503.928711
	Iteration 27Q: 3 clusters Score -5623280 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5623573.500000 Penalty: 12503.928711
	Iteration 28Q: 3 clusters Score -5623574 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -5623818.000000 Penalty: 12503.928711
	Iteration 29Q: 3 clusters Score -5623818 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -5623967.500000 Penalty: 12503.928711
	Iteration 30Q: 3 clusters Score -5623968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -5624036.500000 Penalty: 12503.928711
	Iteration 31Q: 3 clusters Score -5624036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -5624074.000000 Penalty: 12503.928711
	Iteration 32Q: 3 clusters Score -5624074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -5624081.000000 Penalty: 12503.928711
	Iteration 33Q: 3 clusters Score -5624081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -5624089.000000 Penalty: 12503.928711
	Iteration 34Q: 3 clusters Score -5624089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5624099.500000 Penalty: 12503.928711
	Iteration 35Q: 3 clusters Score -5624100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -5624102.000000 Penalty: 12503.928711
	Iteration 36Q: 3 clusters Score -5624102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -5624102.000000 Penalty: 12503.928711
	Iteration 37F: 3 clusters Score -5624102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Entering Unmasked Estep 
Score: -17960460.000000 Penalty: 6969.241211
	Iteration 0F: 2 clusters Score -1.796046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -17900438.000000 Penalty: 13938.482422
	Iteration 0F: 3 clusters Score -1.790044e+07 nChanged 39620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -17921850.000000 Penalty: 13938.482422
	Iteration 1F: 3 clusters Score -1.792185e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -17922994.000000 Penalty: 13938.482422
	Iteration 2Q: 3 clusters Score -1.792299e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -17923964.000000 Penalty: 13938.482422
	Iteration 3Q: 3 clusters Score -1.792396e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -17924640.000000 Penalty: 13938.482422
	Iteration 4Q: 3 clusters Score -1.792464e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -17925360.000000 Penalty: 13938.482422
	Iteration 5Q: 3 clusters Score -1.792536e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -17926276.000000 Penalty: 13938.482422
	Iteration 6Q: 3 clusters Score -1.792628e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -17927652.000000 Penalty: 13938.482422
	Iteration 7Q: 3 clusters Score -1.792765e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -17929166.000000 Penalty: 13938.482422
	Iteration 8Q: 3 clusters Score -1.792917e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -17931124.000000 Penalty: 13938.482422
	Iteration 9Q: 3 clusters Score -1.793112e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -17933808.000000 Penalty: 13938.482422
	Iteration 10F: 3 clusters Score -1.793381e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -17937054.000000 Penalty: 13938.482422
	Iteration 11F: 3 clusters Score -1.793705e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -17940530.000000 Penalty: 13938.482422
	Iteration 12F: 3 clusters Score -1.794053e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -17944002.000000 Penalty: 13938.482422
	Iteration 13F: 3 clusters Score -1.7944e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -17947126.000000 Penalty: 13938.482422
	Iteration 14Q: 3 clusters Score -1.794713e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
Score: -17949744.000000 Penalty: 13938.482422
	Iteration 15Q: 3 clusters Score -1.794974e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -17951640.000000 Penalty: 13938.482422
	Iteration 16Q: 3 clusters Score -1.795164e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -17952880.000000 Penalty: 13938.482422
	Iteration 17Q: 3 clusters Score -1.795288e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 85118 members 
Entering Unmasked Estep 
Score: -17953506.000000 Penalty: 13938.482422
	Iteration 18Q: 3 clusters Score -1.795351e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 85610 members 
Entering Unmasked Estep 
Score: -17953892.000000 Penalty: 13938.482422
	Iteration 19Q: 3 clusters Score -1.795389e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -17954176.000000 Penalty: 13938.482422
	Iteration 20F: 3 clusters Score -1.795418e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -17954330.000000 Penalty: 13938.482422
	Iteration 21Q: 3 clusters Score -1.795433e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -17954446.000000 Penalty: 13938.482422
	Iteration 22Q: 3 clusters Score -1.795445e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 86231 members 
Entering Unmasked Estep 
Score: -17954482.000000 Penalty: 13938.482422
	Iteration 23Q: 3 clusters Score -1.795448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -17954478.000000 Penalty: 13938.482422
	Iteration 24Q: 3 clusters Score -1.795448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -17954508.000000 Penalty: 13938.482422
	Iteration 25Q: 3 clusters Score -1.795451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -17954510.000000 Penalty: 13938.482422
	Iteration 26Q: 3 clusters Score -1.795451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -17954536.000000 Penalty: 13938.482422
	Iteration 27Q: 3 clusters Score -1.795454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -17954548.000000 Penalty: 13938.482422
	Iteration 28Q: 3 clusters Score -1.795455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -17954562.000000 Penalty: 13938.482422
	Iteration 29Q: 3 clusters Score -1.795456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 86380 members 
Entering Unmasked Estep 
Score: -17954590.000000 Penalty: 13938.482422
	Iteration 30Q: 3 clusters Score -1.795459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -17954586.000000 Penalty: 13938.482422
	Iteration 31Q: 3 clusters Score -1.795459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -17954590.000000 Penalty: 13938.482422
	Iteration 32Q: 3 clusters Score -1.795459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -17954622.000000 Penalty: 13938.482422
	Iteration 33Q: 3 clusters Score -1.795462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -17954614.000000 Penalty: 13938.482422
	Iteration 34Q: 3 clusters Score -1.795461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 86401 members 
Entering Unmasked Estep 
Score: -17954620.000000 Penalty: 13938.482422
	Iteration 35Q: 3 clusters Score -1.795462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -17954640.000000 Penalty: 13938.482422
	Iteration 36Q: 3 clusters Score -1.795464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -17954630.000000 Penalty: 13938.482422
	Iteration 37Q: 3 clusters Score -1.795463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -17954644.000000 Penalty: 13938.482422
	Iteration 38Q: 3 clusters Score -1.795464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -17954638.000000 Penalty: 13938.482422
	Iteration 39Q: 3 clusters Score -1.795464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -17954638.000000 Penalty: 13938.482422
	Iteration 40F: 3 clusters Score -1.795464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Entering Unmasked Estep 
Score: -1495762.250000 Penalty: 5463.820312
	Iteration 0F: 2 clusters Score -1495762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1487054.750000 Penalty: 10927.640625
	Iteration 0F: 3 clusters Score -1487055 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1488729.125000 Penalty: 10927.640625
	Iteration 1F: 3 clusters Score -1488729 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1489128.000000 Penalty: 10927.640625
	Iteration 2F: 3 clusters Score -1489128 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1489354.375000 Penalty: 10927.640625
	Iteration 3Q: 3 clusters Score -1489354 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1489501.750000 Penalty: 10927.640625
	Iteration 4Q: 3 clusters Score -1489502 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1489602.625000 Penalty: 10927.640625
	Iteration 5Q: 3 clusters Score -1489603 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1489665.875000 Penalty: 10927.640625
	Iteration 6Q: 3 clusters Score -1489666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1489724.250000 Penalty: 10927.640625
	Iteration 7Q: 3 clusters Score -1489724 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1489766.125000 Penalty: 10927.640625
	Iteration 8Q: 3 clusters Score -1489766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1489812.500000 Penalty: 10927.640625
	Iteration 9Q: 3 clusters Score -1489812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1489835.000000 Penalty: 10927.640625
	Iteration 10Q: 3 clusters Score -1489835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1489856.375000 Penalty: 10927.640625
	Iteration 11Q: 3 clusters Score -1489856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1489874.250000 Penalty: 10927.640625
	Iteration 12Q: 3 clusters Score -1489874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1489885.625000 Penalty: 10927.640625
	Iteration 13Q: 3 clusters Score -1489886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1489896.500000 Penalty: 10927.640625
	Iteration 14Q: 3 clusters Score -1489896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1489902.750000 Penalty: 10927.640625
	Iteration 15Q: 3 clusters Score -1489903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1489920.000000 Penalty: 10927.640625
	Iteration 16Q: 3 clusters Score -1489920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1489932.125000 Penalty: 10927.640625
	Iteration 17Q: 3 clusters Score -1489932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1489941.000000 Penalty: 10927.640625
	Iteration 18Q: 3 clusters Score -1489941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1489946.625000 Penalty: 10927.640625
	Iteration 19Q: 3 clusters Score -1489947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1489960.500000 Penalty: 10927.640625
	Iteration 20F: 3 clusters Score -1489960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1489964.500000 Penalty: 10927.640625
	Iteration 21Q: 3 clusters Score -1489964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1489967.750000 Penalty: 10927.640625
	Iteration 22Q: 3 clusters Score -1489968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1489974.250000 Penalty: 10927.640625
	Iteration 23Q: 3 clusters Score -1489974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1489981.500000 Penalty: 10927.640625
	Iteration 24Q: 3 clusters Score -1489982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1489978.875000 Penalty: 10927.640625
	Iteration 25Q: 3 clusters Score -1489979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1489980.250000 Penalty: 10927.640625
	Iteration 26Q: 3 clusters Score -1489980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1489976.750000 Penalty: 10927.640625
	Iteration 27Q: 3 clusters Score -1489977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1489976.750000 Penalty: 10927.640625
	Iteration 28F: 3 clusters Score -1489977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Entering Unmasked Estep 
Score: -5891430.000000 Penalty: 6290.292480
	Iteration 0F: 2 clusters Score -5891430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -5869420.000000 Penalty: 12580.584961
	Iteration 0F: 3 clusters Score -5869420 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -5875752.500000 Penalty: 12580.584961
	Iteration 1F: 3 clusters Score -5875752 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -5876796.000000 Penalty: 12580.584961
	Iteration 2F: 3 clusters Score -5876796 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -5877820.500000 Penalty: 12580.584961
	Iteration 3F: 3 clusters Score -5877820 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -5879080.000000 Penalty: 12580.584961
	Iteration 4F: 3 clusters Score -5879080 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -5880762.500000 Penalty: 12580.584961
	Iteration 5F: 3 clusters Score -5880762 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -5882858.000000 Penalty: 12580.584961
	Iteration 6F: 3 clusters Score -5882858 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -5884872.500000 Penalty: 12580.584961
	Iteration 7F: 3 clusters Score -5884872 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -5886258.000000 Penalty: 12580.584961
	Iteration 8F: 3 clusters Score -5886258 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5887248.000000 Penalty: 12580.584961
	Iteration 9Q: 3 clusters Score -5887248 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5888001.000000 Penalty: 12580.584961
	Iteration 10Q: 3 clusters Score -5888001 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -5888584.000000 Penalty: 12580.584961
	Iteration 11Q: 3 clusters Score -5888584 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5889064.500000 Penalty: 12580.584961
	Iteration 12Q: 3 clusters Score -5889064 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -5889388.000000 Penalty: 12580.584961
	Iteration 13Q: 3 clusters Score -5889388 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -5889689.500000 Penalty: 12580.584961
	Iteration 14Q: 3 clusters Score -5889690 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5889932.000000 Penalty: 12580.584961
	Iteration 15Q: 3 clusters Score -5889932 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -5890102.000000 Penalty: 12580.584961
	Iteration 16Q: 3 clusters Score -5890102 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -5890229.000000 Penalty: 12580.584961
	Iteration 17Q: 3 clusters Score -5890229 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5890353.000000 Penalty: 12580.584961
	Iteration 18Q: 3 clusters Score -5890353 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -5890418.000000 Penalty: 12580.584961
	Iteration 19Q: 3 clusters Score -5890418 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -5890472.000000 Penalty: 12580.584961
	Iteration 20F: 3 clusters Score -5890472 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -5890491.500000 Penalty: 12580.584961
	Iteration 21Q: 3 clusters Score -5890492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -5890518.500000 Penalty: 12580.584961
	Iteration 22Q: 3 clusters Score -5890518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -5890531.000000 Penalty: 12580.584961
	Iteration 23Q: 3 clusters Score -5890531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -5890548.500000 Penalty: 12580.584961
	Iteration 24Q: 3 clusters Score -5890548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -5890576.500000 Penalty: 12580.584961
	Iteration 25Q: 3 clusters Score -5890576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -5890581.000000 Penalty: 12580.584961
	Iteration 26Q: 3 clusters Score -5890581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -5890581.500000 Penalty: 12580.584961
	Iteration 27Q: 3 clusters Score -5890582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -5890588.500000 Penalty: 12580.584961
	Iteration 28Q: 3 clusters Score -5890588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -5890588.000000 Penalty: 12580.584961
	Iteration 29Q: 3 clusters Score -5890588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -5890594.500000 Penalty: 12580.584961
	Iteration 30Q: 3 clusters Score -5890594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -5890591.500000 Penalty: 12580.584961
	Iteration 31Q: 3 clusters Score -5890592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -5890587.500000 Penalty: 12580.584961
	Iteration 32Q: 3 clusters Score -5890588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -5890587.500000 Penalty: 12580.584961
	Iteration 33Q: 3 clusters Score -5890588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5890589.500000 Penalty: 12580.584961
	Iteration 34Q: 3 clusters Score -5890590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -5890591.000000 Penalty: 12580.584961
	Iteration 35Q: 3 clusters Score -5890591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -5890580.500000 Penalty: 12580.584961
	Iteration 36Q: 3 clusters Score -5890580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -5890580.500000 Penalty: 12580.584961
	Iteration 37F: 3 clusters Score -5890580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Entering Unmasked Estep 
Score: -5289061.000000 Penalty: 6220.261719
	Iteration 0F: 2 clusters Score -5289061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -5268879.500000 Penalty: 12440.523438
	Iteration 0F: 3 clusters Score -5268880 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -5275027.500000 Penalty: 12440.523438
	Iteration 1F: 3 clusters Score -5275028 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -5276348.500000 Penalty: 12440.523438
	Iteration 2F: 3 clusters Score -5276348 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -5277600.000000 Penalty: 12440.523438
	Iteration 3F: 3 clusters Score -5277600 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -5278750.000000 Penalty: 12440.523438
	Iteration 4F: 3 clusters Score -5278750 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -5279785.000000 Penalty: 12440.523438
	Iteration 5F: 3 clusters Score -5279785 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -5280700.500000 Penalty: 12440.523438
	Iteration 6F: 3 clusters Score -5280700 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -5281537.000000 Penalty: 12440.523438
	Iteration 7F: 3 clusters Score -5281537 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5282169.000000 Penalty: 12440.523438
	Iteration 8Q: 3 clusters Score -5282169 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5282696.000000 Penalty: 12440.523438
	Iteration 9Q: 3 clusters Score -5282696 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -5283086.000000 Penalty: 12440.523438
	Iteration 10Q: 3 clusters Score -5283086 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -5283345.500000 Penalty: 12440.523438
	Iteration 11Q: 3 clusters Score -5283346 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -5283539.000000 Penalty: 12440.523438
	Iteration 12Q: 3 clusters Score -5283539 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -5283661.500000 Penalty: 12440.523438
	Iteration 13Q: 3 clusters Score -5283662 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -5283775.500000 Penalty: 12440.523438
	Iteration 14Q: 3 clusters Score -5283776 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -5283849.500000 Penalty: 12440.523438
	Iteration 15Q: 3 clusters Score -5283850 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -5283946.000000 Penalty: 12440.523438
	Iteration 16Q: 3 clusters Score -5283946 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5284048.000000 Penalty: 12440.523438
	Iteration 17Q: 3 clusters Score -5284048 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -5284138.000000 Penalty: 12440.523438
	Iteration 18Q: 3 clusters Score -5284138 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -5284257.000000 Penalty: 12440.523438
	Iteration 19Q: 3 clusters Score -5284257 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -5284352.000000 Penalty: 12440.523438
	Iteration 20F: 3 clusters Score -5284352 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -5284417.000000 Penalty: 12440.523438
	Iteration 21Q: 3 clusters Score -5284417 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -5284506.500000 Penalty: 12440.523438
	Iteration 22Q: 3 clusters Score -5284506 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -5284547.000000 Penalty: 12440.523438
	Iteration 23Q: 3 clusters Score -5284547 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -5284628.000000 Penalty: 12440.523438
	Iteration 24Q: 3 clusters Score -5284628 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -5284656.000000 Penalty: 12440.523438
	Iteration 25Q: 3 clusters Score -5284656 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -5284685.500000 Penalty: 12440.523438
	Iteration 26Q: 3 clusters Score -5284686 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -5284715.000000 Penalty: 12440.523438
	Iteration 27Q: 3 clusters Score -5284715 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -5284721.000000 Penalty: 12440.523438
	Iteration 28Q: 3 clusters Score -5284721 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -5284747.000000 Penalty: 12440.523438
	Iteration 29Q: 3 clusters Score -5284747 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -5284744.000000 Penalty: 12440.523438
	Iteration 30Q: 3 clusters Score -5284744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -5284764.000000 Penalty: 12440.523438
	Iteration 31Q: 3 clusters Score -5284764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -5284768.500000 Penalty: 12440.523438
	Iteration 32Q: 3 clusters Score -5284768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -5284775.500000 Penalty: 12440.523438
	Iteration 33Q: 3 clusters Score -5284776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -5284767.000000 Penalty: 12440.523438
	Iteration 34Q: 3 clusters Score -5284767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -5284773.000000 Penalty: 12440.523438
	Iteration 35Q: 3 clusters Score -5284773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -5284765.500000 Penalty: 12440.523438
	Iteration 36Q: 3 clusters Score -5284766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -5284790.000000 Penalty: 12440.523438
	Iteration 37Q: 3 clusters Score -5284790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -5284772.500000 Penalty: 12440.523438
	Iteration 38Q: 3 clusters Score -5284772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -5284772.500000 Penalty: 12440.523438
	Iteration 39Q: 3 clusters Score -5284772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -5284778.500000 Penalty: 12440.523438
	Iteration 40F: 3 clusters Score -5284778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -5284775.500000 Penalty: 12440.523438
	Iteration 41Q: 3 clusters Score -5284776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -5284776.000000 Penalty: 12440.523438
	Iteration 42Q: 3 clusters Score -5284776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -5284771.000000 Penalty: 12440.523438
	Iteration 43Q: 3 clusters Score -5284771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -5284771.500000 Penalty: 12440.523438
	Iteration 44Q: 3 clusters Score -5284772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -5284772.000000 Penalty: 12440.523438
	Iteration 45Q: 3 clusters Score -5284772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -5284762.500000 Penalty: 12440.523438
	Iteration 46Q: 3 clusters Score -5284762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -5284776.500000 Penalty: 12440.523438
	Iteration 47Q: 3 clusters Score -5284776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5284780.000000 Penalty: 12440.523438
	Iteration 48Q: 3 clusters Score -5284780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -5284785.000000 Penalty: 12440.523438
	Iteration 49Q: 3 clusters Score -5284785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -5284786.500000 Penalty: 12440.523438
	Iteration 50Q: 3 clusters Score -5284786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -5284788.500000 Penalty: 12440.523438
	Iteration 51Q: 3 clusters Score -5284788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -5284784.500000 Penalty: 12440.523438
	Iteration 52Q: 3 clusters Score -5284784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -5284784.500000 Penalty: 12440.523438
	Iteration 53Q: 3 clusters Score -5284784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -5284785.000000 Penalty: 12440.523438
	Iteration 54Q: 3 clusters Score -5284785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -5284787.500000 Penalty: 12440.523438
	Iteration 55Q: 3 clusters Score -5284788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -5284790.000000 Penalty: 12440.523438
	Iteration 56Q: 3 clusters Score -5284790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -5284783.500000 Penalty: 12440.523438
	Iteration 57Q: 3 clusters Score -5284784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -5284781.500000 Penalty: 12440.523438
	Iteration 58Q: 3 clusters Score -5284782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -5284776.500000 Penalty: 12440.523438
	Iteration 59Q: 3 clusters Score -5284776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -5284774.500000 Penalty: 12440.523438
	Iteration 60F: 3 clusters Score -5284774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -5284771.000000 Penalty: 12440.523438
	Iteration 61Q: 3 clusters Score -5284771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -5284769.000000 Penalty: 12440.523438
	Iteration 62Q: 3 clusters Score -5284769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -5284767.000000 Penalty: 12440.523438
	Iteration 63Q: 3 clusters Score -5284767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -5284768.500000 Penalty: 12440.523438
	Iteration 64Q: 3 clusters Score -5284768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -5284770.000000 Penalty: 12440.523438
	Iteration 65Q: 3 clusters Score -5284770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5284771.500000 Penalty: 12440.523438
	Iteration 66Q: 3 clusters Score -5284772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -5284769.000000 Penalty: 12440.523438
	Iteration 67Q: 3 clusters Score -5284769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -5284782.000000 Penalty: 12440.523438
	Iteration 68Q: 3 clusters Score -5284782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5284778.500000 Penalty: 12440.523438
	Iteration 69Q: 3 clusters Score -5284778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5284782.000000 Penalty: 12440.523438
	Iteration 70Q: 3 clusters Score -5284782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5284780.500000 Penalty: 12440.523438
	Iteration 71Q: 3 clusters Score -5284780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -5284781.000000 Penalty: 12440.523438
	Iteration 72Q: 3 clusters Score -5284781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -5284781.000000 Penalty: 12440.523438
	Iteration 73F: 3 clusters Score -5284781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Entering Unmasked Estep 
Score: -12755659.000000 Penalty: 6756.067383
	Iteration 0F: 2 clusters Score -1.275566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -12712264.000000 Penalty: 13512.134766
	Iteration 0F: 3 clusters Score -1.271226e+07 nChanged 27545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -12726981.000000 Penalty: 13512.134766
	Iteration 1F: 3 clusters Score -1.272698e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -12727926.000000 Penalty: 13512.134766
	Iteration 2Q: 3 clusters Score -1.272793e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -12728610.000000 Penalty: 13512.134766
	Iteration 3Q: 3 clusters Score -1.272861e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -12729231.000000 Penalty: 13512.134766
	Iteration 4Q: 3 clusters Score -1.272923e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -12729946.000000 Penalty: 13512.134766
	Iteration 5Q: 3 clusters Score -1.272995e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -12730741.000000 Penalty: 13512.134766
	Iteration 6Q: 3 clusters Score -1.273074e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -12731935.000000 Penalty: 13512.134766
	Iteration 7Q: 3 clusters Score -1.273194e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -12733790.000000 Penalty: 13512.134766
	Iteration 8Q: 3 clusters Score -1.273379e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -12736334.000000 Penalty: 13512.134766
	Iteration 9F: 3 clusters Score -1.273633e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -12739443.000000 Penalty: 13512.134766
	Iteration 10F: 3 clusters Score -1.273944e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -12742619.000000 Penalty: 13512.134766
	Iteration 11F: 3 clusters Score -1.274262e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -12745181.000000 Penalty: 13512.134766
	Iteration 12Q: 3 clusters Score -1.274518e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -12746973.000000 Penalty: 13512.134766
	Iteration 13Q: 3 clusters Score -1.274697e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -12748150.000000 Penalty: 13512.134766
	Iteration 14Q: 3 clusters Score -1.274815e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -12748822.000000 Penalty: 13512.134766
	Iteration 15Q: 3 clusters Score -1.274882e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -12749135.000000 Penalty: 13512.134766
	Iteration 16Q: 3 clusters Score -1.274914e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -12749289.000000 Penalty: 13512.134766
	Iteration 17Q: 3 clusters Score -1.274929e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -12749447.000000 Penalty: 13512.134766
	Iteration 18Q: 3 clusters Score -1.274945e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -12749572.000000 Penalty: 13512.134766
	Iteration 19Q: 3 clusters Score -1.274957e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -12749618.000000 Penalty: 13512.134766
	Iteration 20F: 3 clusters Score -1.274962e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -12749673.000000 Penalty: 13512.134766
	Iteration 21Q: 3 clusters Score -1.274967e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -12749730.000000 Penalty: 13512.134766
	Iteration 22Q: 3 clusters Score -1.274973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -12749740.000000 Penalty: 13512.134766
	Iteration 23Q: 3 clusters Score -1.274974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -12749744.000000 Penalty: 13512.134766
	Iteration 24Q: 3 clusters Score -1.274974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -12749757.000000 Penalty: 13512.134766
	Iteration 25Q: 3 clusters Score -1.274976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -12749779.000000 Penalty: 13512.134766
	Iteration 26Q: 3 clusters Score -1.274978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -12749799.000000 Penalty: 13512.134766
	Iteration 27Q: 3 clusters Score -1.27498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -12749791.000000 Penalty: 13512.134766
	Iteration 28Q: 3 clusters Score -1.274979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -12749792.000000 Penalty: 13512.134766
	Iteration 29Q: 3 clusters Score -1.274979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -12749790.000000 Penalty: 13512.134766
	Iteration 30Q: 3 clusters Score -1.274979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -12749790.000000 Penalty: 13512.134766
	Iteration 31F: 3 clusters Score -1.274979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Entering Unmasked Estep 
Score: -1018826.125000 Penalty: 5238.679688
	Iteration 0F: 2 clusters Score -1018826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1011709.500000 Penalty: 10477.359375
	Iteration 0F: 3 clusters Score -1011710 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1012787.437500 Penalty: 10477.359375
	Iteration 1F: 3 clusters Score -1012787 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1013068.875000 Penalty: 10477.359375
	Iteration 2F: 3 clusters Score -1013069 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1013232.375000 Penalty: 10477.359375
	Iteration 3Q: 3 clusters Score -1013232 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1013331.437500 Penalty: 10477.359375
	Iteration 4Q: 3 clusters Score -1013331 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1013394.437500 Penalty: 10477.359375
	Iteration 5Q: 3 clusters Score -1013394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1013441.687500 Penalty: 10477.359375
	Iteration 6Q: 3 clusters Score -1013442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1013463.937500 Penalty: 10477.359375
	Iteration 7Q: 3 clusters Score -1013464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1013505.000000 Penalty: 10477.359375
	Iteration 8Q: 3 clusters Score -1013505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1013532.062500 Penalty: 10477.359375
	Iteration 9Q: 3 clusters Score -1013532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1013553.250000 Penalty: 10477.359375
	Iteration 10Q: 3 clusters Score -1013553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1013571.375000 Penalty: 10477.359375
	Iteration 11Q: 3 clusters Score -1013571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1013596.625000 Penalty: 10477.359375
	Iteration 12Q: 3 clusters Score -1013597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1013618.250000 Penalty: 10477.359375
	Iteration 13Q: 3 clusters Score -1013618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1013638.875000 Penalty: 10477.359375
	Iteration 14Q: 3 clusters Score -1013639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1013654.562500 Penalty: 10477.359375
	Iteration 15Q: 3 clusters Score -1013655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1013665.312500 Penalty: 10477.359375
	Iteration 16Q: 3 clusters Score -1013665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1013674.000000 Penalty: 10477.359375
	Iteration 17Q: 3 clusters Score -1013674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1013681.312500 Penalty: 10477.359375
	Iteration 18Q: 3 clusters Score -1013681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1013688.750000 Penalty: 10477.359375
	Iteration 19Q: 3 clusters Score -1013689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1013695.687500 Penalty: 10477.359375
	Iteration 20F: 3 clusters Score -1013696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1013702.312500 Penalty: 10477.359375
	Iteration 21Q: 3 clusters Score -1013702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1013709.875000 Penalty: 10477.359375
	Iteration 22Q: 3 clusters Score -1013710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1013718.125000 Penalty: 10477.359375
	Iteration 23Q: 3 clusters Score -1013718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1013726.750000 Penalty: 10477.359375
	Iteration 24Q: 3 clusters Score -1013727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1013731.937500 Penalty: 10477.359375
	Iteration 25Q: 3 clusters Score -1013732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1013733.562500 Penalty: 10477.359375
	Iteration 26Q: 3 clusters Score -1013734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1013735.875000 Penalty: 10477.359375
	Iteration 27Q: 3 clusters Score -1013736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1013741.250000 Penalty: 10477.359375
	Iteration 28Q: 3 clusters Score -1013741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1013746.812500 Penalty: 10477.359375
	Iteration 29Q: 3 clusters Score -1013747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1013751.187500 Penalty: 10477.359375
	Iteration 30Q: 3 clusters Score -1013751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1013756.187500 Penalty: 10477.359375
	Iteration 31Q: 3 clusters Score -1013756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1013761.000000 Penalty: 10477.359375
	Iteration 32Q: 3 clusters Score -1013761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1013763.625000 Penalty: 10477.359375
	Iteration 33Q: 3 clusters Score -1013764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1013772.125000 Penalty: 10477.359375
	Iteration 34Q: 3 clusters Score -1013772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1013776.437500 Penalty: 10477.359375
	Iteration 35Q: 3 clusters Score -1013776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1013780.000000 Penalty: 10477.359375
	Iteration 36Q: 3 clusters Score -1013780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1013782.500000 Penalty: 10477.359375
	Iteration 37Q: 3 clusters Score -1013782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1013786.625000 Penalty: 10477.359375
	Iteration 38Q: 3 clusters Score -1013787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1013786.625000 Penalty: 10477.359375
	Iteration 39F: 3 clusters Score -1013787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -55403.109375 Penalty: 3533.096680
	Iteration 0F: 2 clusters Score -55403.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52581.332031 Penalty: 7066.193359
	Iteration 0F: 3 clusters Score -52581.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52684.320312 Penalty: 7066.193359
	Iteration 1Q: 3 clusters Score -52684.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52690.113281 Penalty: 7066.193359
	Iteration 2Q: 3 clusters Score -52690.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52697.886719 Penalty: 7066.193359
	Iteration 3Q: 3 clusters Score -52697.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52697.886719 Penalty: 7066.193359
	Iteration 4F: 3 clusters Score -52697.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Entering Unmasked Estep 
Score: -2520484.750000 Penalty: 5776.880859
	Iteration 0F: 2 clusters Score -2520485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2508775.000000 Penalty: 11553.761719
	Iteration 0F: 3 clusters Score -2508775 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2511315.500000 Penalty: 11553.761719
	Iteration 1F: 3 clusters Score -2511316 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2511831.750000 Penalty: 11553.761719
	Iteration 2F: 3 clusters Score -2511832 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2512173.000000 Penalty: 11553.761719
	Iteration 3Q: 3 clusters Score -2512173 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2512411.750000 Penalty: 11553.761719
	Iteration 4Q: 3 clusters Score -2512412 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2512604.250000 Penalty: 11553.761719
	Iteration 5Q: 3 clusters Score -2512604 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2512748.750000 Penalty: 11553.761719
	Iteration 6Q: 3 clusters Score -2512749 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2512869.250000 Penalty: 11553.761719
	Iteration 7Q: 3 clusters Score -2512869 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2512985.000000 Penalty: 11553.761719
	Iteration 8Q: 3 clusters Score -2512985 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2513083.750000 Penalty: 11553.761719
	Iteration 9Q: 3 clusters Score -2513084 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2513164.250000 Penalty: 11553.761719
	Iteration 10Q: 3 clusters Score -2513164 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2513250.500000 Penalty: 11553.761719
	Iteration 11Q: 3 clusters Score -2513250 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2513342.500000 Penalty: 11553.761719
	Iteration 12Q: 3 clusters Score -2513342 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2513418.000000 Penalty: 11553.761719
	Iteration 13Q: 3 clusters Score -2513418 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2513508.000000 Penalty: 11553.761719
	Iteration 14Q: 3 clusters Score -2513508 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2513602.750000 Penalty: 11553.761719
	Iteration 15Q: 3 clusters Score -2513603 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2513669.000000 Penalty: 11553.761719
	Iteration 16Q: 3 clusters Score -2513669 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2513745.250000 Penalty: 11553.761719
	Iteration 17Q: 3 clusters Score -2513745 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2513819.750000 Penalty: 11553.761719
	Iteration 18Q: 3 clusters Score -2513820 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2513883.250000 Penalty: 11553.761719
	Iteration 19Q: 3 clusters Score -2513883 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2513965.250000 Penalty: 11553.761719
	Iteration 20F: 3 clusters Score -2513965 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2514033.250000 Penalty: 11553.761719
	Iteration 21Q: 3 clusters Score -2514033 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2514116.500000 Penalty: 11553.761719
	Iteration 22Q: 3 clusters Score -2514116 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2514227.250000 Penalty: 11553.761719
	Iteration 23Q: 3 clusters Score -2514227 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2514330.750000 Penalty: 11553.761719
	Iteration 24Q: 3 clusters Score -2514331 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2514419.500000 Penalty: 11553.761719
	Iteration 25Q: 3 clusters Score -2514420 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2514515.750000 Penalty: 11553.761719
	Iteration 26Q: 3 clusters Score -2514516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2514586.500000 Penalty: 11553.761719
	Iteration 27Q: 3 clusters Score -2514586 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2514672.250000 Penalty: 11553.761719
	Iteration 28Q: 3 clusters Score -2514672 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2514767.250000 Penalty: 11553.761719
	Iteration 29Q: 3 clusters Score -2514767 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2514860.250000 Penalty: 11553.761719
	Iteration 30Q: 3 clusters Score -2514860 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2514940.000000 Penalty: 11553.761719
	Iteration 31Q: 3 clusters Score -2514940 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2515057.250000 Penalty: 11553.761719
	Iteration 32Q: 3 clusters Score -2515057 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2515165.750000 Penalty: 11553.761719
	Iteration 33Q: 3 clusters Score -2515166 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2515274.000000 Penalty: 11553.761719
	Iteration 34Q: 3 clusters Score -2515274 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2515383.500000 Penalty: 11553.761719
	Iteration 35Q: 3 clusters Score -2515384 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2515482.500000 Penalty: 11553.761719
	Iteration 36Q: 3 clusters Score -2515482 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2515576.250000 Penalty: 11553.761719
	Iteration 37Q: 3 clusters Score -2515576 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2515657.000000 Penalty: 11553.761719
	Iteration 38Q: 3 clusters Score -2515657 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2515746.500000 Penalty: 11553.761719
	Iteration 39Q: 3 clusters Score -2515746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2515796.750000 Penalty: 11553.761719
	Iteration 40F: 3 clusters Score -2515797 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2515840.000000 Penalty: 11553.761719
	Iteration 41Q: 3 clusters Score -2515840 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2515882.000000 Penalty: 11553.761719
	Iteration 42Q: 3 clusters Score -2515882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2515908.500000 Penalty: 11553.761719
	Iteration 43Q: 3 clusters Score -2515908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2515939.500000 Penalty: 11553.761719
	Iteration 44Q: 3 clusters Score -2515940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2515974.250000 Penalty: 11553.761719
	Iteration 45Q: 3 clusters Score -2515974 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2515998.750000 Penalty: 11553.761719
	Iteration 46Q: 3 clusters Score -2515999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2516032.750000 Penalty: 11553.761719
	Iteration 47Q: 3 clusters Score -2516033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2516050.000000 Penalty: 11553.761719
	Iteration 48Q: 3 clusters Score -2516050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2516063.250000 Penalty: 11553.761719
	Iteration 49Q: 3 clusters Score -2516063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2516075.250000 Penalty: 11553.761719
	Iteration 50Q: 3 clusters Score -2516075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2516098.000000 Penalty: 11553.761719
	Iteration 51Q: 3 clusters Score -2516098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2516119.750000 Penalty: 11553.761719
	Iteration 52Q: 3 clusters Score -2516120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2516129.750000 Penalty: 11553.761719
	Iteration 53Q: 3 clusters Score -2516130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2516139.500000 Penalty: 11553.761719
	Iteration 54Q: 3 clusters Score -2516140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2516156.250000 Penalty: 11553.761719
	Iteration 55Q: 3 clusters Score -2516156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2516160.500000 Penalty: 11553.761719
	Iteration 56Q: 3 clusters Score -2516160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2516160.000000 Penalty: 11553.761719
	Iteration 57Q: 3 clusters Score -2516160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2516179.000000 Penalty: 11553.761719
	Iteration 58Q: 3 clusters Score -2516179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2516192.750000 Penalty: 11553.761719
	Iteration 59Q: 3 clusters Score -2516193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2516199.750000 Penalty: 11553.761719
	Iteration 60F: 3 clusters Score -2516200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2516208.000000 Penalty: 11553.761719
	Iteration 61Q: 3 clusters Score -2516208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2516211.000000 Penalty: 11553.761719
	Iteration 62Q: 3 clusters Score -2516211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2516218.000000 Penalty: 11553.761719
	Iteration 63Q: 3 clusters Score -2516218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2516214.250000 Penalty: 11553.761719
	Iteration 64Q: 3 clusters Score -2516214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2516217.500000 Penalty: 11553.761719
	Iteration 65Q: 3 clusters Score -2516218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2516221.750000 Penalty: 11553.761719
	Iteration 66Q: 3 clusters Score -2516222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2516227.500000 Penalty: 11553.761719
	Iteration 67Q: 3 clusters Score -2516228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2516228.250000 Penalty: 11553.761719
	Iteration 68Q: 3 clusters Score -2516228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2516227.500000 Penalty: 11553.761719
	Iteration 69Q: 3 clusters Score -2516228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2516223.750000 Penalty: 11553.761719
	Iteration 70Q: 3 clusters Score -2516224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2516219.250000 Penalty: 11553.761719
	Iteration 71Q: 3 clusters Score -2516219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2516224.000000 Penalty: 11553.761719
	Iteration 72Q: 3 clusters Score -2516224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2516222.750000 Penalty: 11553.761719
	Iteration 73Q: 3 clusters Score -2516223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2516222.750000 Penalty: 11553.761719
	Iteration 74F: 3 clusters Score -2516223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -165122.125000 Penalty: 4196.998535
	Iteration 0F: 2 clusters Score -165122.1 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 482 members 
Entering Unmasked Estep 
Score: -161200.406250 Penalty: 8393.997070
	Iteration 0F: 3 clusters Score -161200.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -161634.140625 Penalty: 8393.997070
	Iteration 1F: 3 clusters Score -161634.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -161932.468750 Penalty: 8393.997070
	Iteration 2F: 3 clusters Score -161932.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -162268.812500 Penalty: 8393.997070
	Iteration 3Q: 3 clusters Score -162268.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -162493.359375 Penalty: 8393.997070
	Iteration 4Q: 3 clusters Score -162493.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -162558.015625 Penalty: 8393.997070
	Iteration 5Q: 3 clusters Score -162558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -162621.484375 Penalty: 8393.997070
	Iteration 6Q: 3 clusters Score -162621.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -162784.531250 Penalty: 8393.997070
	Iteration 7Q: 3 clusters Score -162784.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -162876.750000 Penalty: 8393.997070
	Iteration 8Q: 3 clusters Score -162876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -162914.531250 Penalty: 8393.997070
	Iteration 9Q: 3 clusters Score -162914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -162929.375000 Penalty: 8393.997070
	Iteration 10Q: 3 clusters Score -162929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -162943.218750 Penalty: 8393.997070
	Iteration 11Q: 3 clusters Score -162943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -162955.187500 Penalty: 8393.997070
	Iteration 12Q: 3 clusters Score -162955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -162957.593750 Penalty: 8393.997070
	Iteration 13Q: 3 clusters Score -162957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -162971.859375 Penalty: 8393.997070
	Iteration 14Q: 3 clusters Score -162971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -162984.968750 Penalty: 8393.997070
	Iteration 15Q: 3 clusters Score -162985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -162991.281250 Penalty: 8393.997070
	Iteration 16Q: 3 clusters Score -162991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -162994.312500 Penalty: 8393.997070
	Iteration 17Q: 3 clusters Score -162994.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -162994.312500 Penalty: 8393.997070
	Iteration 18F: 3 clusters Score -162994.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -104349.679688 Penalty: 3883.469971
	Iteration 0F: 2 clusters Score -104349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -100784.890625 Penalty: 7766.939941
	Iteration 0F: 3 clusters Score -100784.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -100935.218750 Penalty: 7766.939941
	Iteration 1F: 3 clusters Score -100935.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100980.703125 Penalty: 7766.939941
	Iteration 2Q: 3 clusters Score -100980.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101007.453125 Penalty: 7766.939941
	Iteration 3Q: 3 clusters Score -101007.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101014.515625 Penalty: 7766.939941
	Iteration 4Q: 3 clusters Score -101014.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101014.515625 Penalty: 7766.939941
	Iteration 5F: 3 clusters Score -101014.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -144295.953125 Penalty: 4095.854004
	Iteration 0F: 2 clusters Score -144296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -140539.812500 Penalty: 8191.708008
	Iteration 0F: 3 clusters Score -140539.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -141181.406250 Penalty: 8191.708008
	Iteration 1F: 3 clusters Score -141181.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -141497.250000 Penalty: 8191.708008
	Iteration 2F: 3 clusters Score -141497.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141621.125000 Penalty: 8191.708008
	Iteration 3Q: 3 clusters Score -141621.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141653.218750 Penalty: 8191.708008
	Iteration 4Q: 3 clusters Score -141653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -141664.531250 Penalty: 8191.708008
	Iteration 5Q: 3 clusters Score -141664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141672.390625 Penalty: 8191.708008
	Iteration 6Q: 3 clusters Score -141672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141678.640625 Penalty: 8191.708008
	Iteration 7Q: 3 clusters Score -141678.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141678.640625 Penalty: 8191.708008
	Iteration 8F: 3 clusters Score -141678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -51220.972656 Penalty: 3523.450684
	Iteration 0F: 2 clusters Score -51220.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48501.042969 Penalty: 7046.901367
	Iteration 0F: 3 clusters Score -48501.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48736.832031 Penalty: 7046.901367
	Iteration 1F: 3 clusters Score -48736.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48810.113281 Penalty: 7046.901367
	Iteration 2Q: 3 clusters Score -48810.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48823.597656 Penalty: 7046.901367
	Iteration 3Q: 3 clusters Score -48823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48823.597656 Penalty: 7046.901367
	Iteration 4F: 3 clusters Score -48823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24301 members 
Mstep: Class 4 contains 11885 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27145 members 
Mstep: Class 8 contains 37588 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27100 members 
Mstep: Class 11 contains 87409 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 28850 members 
Mstep: Class 14 contains 25733 members 
Mstep: Class 15 contains 61717 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12477 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417736.000000 Penalty: 175162.671875
Iteration 199Q: 23 clusters Score -8.941774e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24308 members 
Mstep: Class 4 contains 11885 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27234 members 
Mstep: Class 8 contains 37585 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27080 members 
Mstep: Class 11 contains 87412 members 
Mstep: Class 12 contains 7483 members 
Mstep: Class 13 contains 28836 members 
Mstep: Class 14 contains 25742 members 
Mstep: Class 15 contains 61746 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12429 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417816.000000 Penalty: 175162.671875
Iteration 200F: 23 clusters Score -8.941782e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24313 members 
Mstep: Class 4 contains 11885 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27310 members 
Mstep: Class 8 contains 37588 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27059 members 
Mstep: Class 11 contains 87404 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 28827 members 
Mstep: Class 14 contains 25746 members 
Mstep: Class 15 contains 61795 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12370 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417888.000000 Penalty: 175162.671875
Iteration 201Q: 23 clusters Score -8.941789e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77710 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24321 members 
Mstep: Class 4 contains 11886 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27358 members 
Mstep: Class 8 contains 37595 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27034 members 
Mstep: Class 11 contains 87401 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 28825 members 
Mstep: Class 14 contains 25743 members 
Mstep: Class 15 contains 61828 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12338 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418016.000000 Penalty: 175162.671875
Iteration 202Q: 23 clusters Score -8.941802e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24325 members 
Mstep: Class 4 contains 11887 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27392 members 
Mstep: Class 8 contains 37605 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27020 members 
Mstep: Class 11 contains 87397 members 
Mstep: Class 12 contains 7489 members 
Mstep: Class 13 contains 28825 members 
Mstep: Class 14 contains 25741 members 
Mstep: Class 15 contains 61864 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12295 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417976.000000 Penalty: 175162.671875
Iteration 203Q: 23 clusters Score -8.941798e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 11888 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27422 members 
Mstep: Class 8 contains 37612 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27007 members 
Mstep: Class 11 contains 87387 members 
Mstep: Class 12 contains 7494 members 
Mstep: Class 13 contains 28825 members 
Mstep: Class 14 contains 25739 members 
Mstep: Class 15 contains 61905 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12259 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418056.000000 Penalty: 175162.671875
Iteration 204Q: 23 clusters Score -8.941806e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24337 members 
Mstep: Class 4 contains 11888 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 37617 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26999 members 
Mstep: Class 11 contains 87378 members 
Mstep: Class 12 contains 7496 members 
Mstep: Class 13 contains 28814 members 
Mstep: Class 14 contains 25737 members 
Mstep: Class 15 contains 61939 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12232 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418264.000000 Penalty: 175162.671875
Iteration 205Q: 23 clusters Score -8.941826e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24341 members 
Mstep: Class 4 contains 11890 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27503 members 
Mstep: Class 8 contains 37620 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26990 members 
Mstep: Class 11 contains 87369 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 28810 members 
Mstep: Class 14 contains 25735 members 
Mstep: Class 15 contains 61981 members 
Mstep: Class 16 contains 5257 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12184 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418232.000000 Penalty: 175162.671875
Iteration 206Q: 23 clusters Score -8.941823e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24345 members 
Mstep: Class 4 contains 11891 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27537 members 
Mstep: Class 8 contains 37621 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26987 members 
Mstep: Class 11 contains 87360 members 
Mstep: Class 12 contains 7500 members 
Mstep: Class 13 contains 28810 members 
Mstep: Class 14 contains 25733 members 
Mstep: Class 15 contains 62001 members 
Mstep: Class 16 contains 5268 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12156 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418248.000000 Penalty: 175162.671875
Iteration 207Q: 23 clusters Score -8.941825e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24346 members 
Mstep: Class 4 contains 11892 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27562 members 
Mstep: Class 8 contains 37620 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26977 members 
Mstep: Class 11 contains 87355 members 
Mstep: Class 12 contains 7502 members 
Mstep: Class 13 contains 28810 members 
Mstep: Class 14 contains 25735 members 
Mstep: Class 15 contains 62028 members 
Mstep: Class 16 contains 5285 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12125 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418384.000000 Penalty: 175162.671875
Iteration 208Q: 23 clusters Score -8.941838e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24356 members 
Mstep: Class 4 contains 11893 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27587 members 
Mstep: Class 8 contains 37619 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26978 members 
Mstep: Class 11 contains 87349 members 
Mstep: Class 12 contains 7504 members 
Mstep: Class 13 contains 28808 members 
Mstep: Class 14 contains 25740 members 
Mstep: Class 15 contains 62052 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12095 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418464.000000 Penalty: 175162.671875
Iteration 209Q: 23 clusters Score -8.941846e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 24365 members 
Mstep: Class 4 contains 11892 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27601 members 
Mstep: Class 8 contains 37622 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26973 members 
Mstep: Class 11 contains 87344 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 28803 members 
Mstep: Class 14 contains 25739 members 
Mstep: Class 15 contains 62079 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12084 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418360.000000 Penalty: 175162.671875
Iteration 210Q: 23 clusters Score -8.941836e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24377 members 
Mstep: Class 4 contains 11893 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27613 members 
Mstep: Class 8 contains 37615 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26974 members 
Mstep: Class 11 contains 87340 members 
Mstep: Class 12 contains 7512 members 
Mstep: Class 13 contains 28803 members 
Mstep: Class 14 contains 25739 members 
Mstep: Class 15 contains 62091 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12078 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418368.000000 Penalty: 175162.671875
Iteration 211Q: 23 clusters Score -8.941837e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24381 members 
Mstep: Class 4 contains 11895 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27646 members 
Mstep: Class 8 contains 37620 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26972 members 
Mstep: Class 11 contains 87338 members 
Mstep: Class 12 contains 7508 members 
Mstep: Class 13 contains 28801 members 
Mstep: Class 14 contains 25737 members 
Mstep: Class 15 contains 62104 members 
Mstep: Class 16 contains 5317 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12053 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418296.000000 Penalty: 175162.671875
Iteration 212Q: 23 clusters Score -8.94183e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24375 members 
Mstep: Class 4 contains 11897 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27670 members 
Mstep: Class 8 contains 37623 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26969 members 
Mstep: Class 11 contains 87334 members 
Mstep: Class 12 contains 7508 members 
Mstep: Class 13 contains 28796 members 
Mstep: Class 14 contains 25734 members 
Mstep: Class 15 contains 62118 members 
Mstep: Class 16 contains 5332 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12044 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418224.000000 Penalty: 175162.671875
Iteration 213Q: 23 clusters Score -8.941822e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24378 members 
Mstep: Class 4 contains 11902 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27694 members 
Mstep: Class 8 contains 37625 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26966 members 
Mstep: Class 11 contains 87330 members 
Mstep: Class 12 contains 7508 members 
Mstep: Class 13 contains 28792 members 
Mstep: Class 14 contains 25733 members 
Mstep: Class 15 contains 62136 members 
Mstep: Class 16 contains 5339 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12019 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418264.000000 Penalty: 175162.671875
Iteration 214Q: 23 clusters Score -8.941826e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24379 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27717 members 
Mstep: Class 8 contains 37627 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26958 members 
Mstep: Class 11 contains 87319 members 
Mstep: Class 12 contains 7512 members 
Mstep: Class 13 contains 28792 members 
Mstep: Class 14 contains 25732 members 
Mstep: Class 15 contains 62152 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12007 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418208.000000 Penalty: 175162.671875
Iteration 215Q: 23 clusters Score -8.941821e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24381 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27729 members 
Mstep: Class 8 contains 37628 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26955 members 
Mstep: Class 11 contains 87317 members 
Mstep: Class 12 contains 7512 members 
Mstep: Class 13 contains 28793 members 
Mstep: Class 14 contains 25730 members 
Mstep: Class 15 contains 62161 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 12003 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418184.000000 Penalty: 175162.671875
Iteration 216Q: 23 clusters Score -8.941818e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77249 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24381 members 
Mstep: Class 4 contains 11916 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27748 members 
Mstep: Class 8 contains 37626 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26949 members 
Mstep: Class 11 contains 87312 members 
Mstep: Class 12 contains 7514 members 
Mstep: Class 13 contains 28792 members 
Mstep: Class 14 contains 25730 members 
Mstep: Class 15 contains 62167 members 
Mstep: Class 16 contains 5354 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11988 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418360.000000 Penalty: 175162.671875
Iteration 217Q: 23 clusters Score -8.941836e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24383 members 
Mstep: Class 4 contains 11920 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27762 members 
Mstep: Class 8 contains 37625 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26943 members 
Mstep: Class 11 contains 87306 members 
Mstep: Class 12 contains 7514 members 
Mstep: Class 13 contains 28789 members 
Mstep: Class 14 contains 25728 members 
Mstep: Class 15 contains 62171 members 
Mstep: Class 16 contains 5361 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11986 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418328.000000 Penalty: 175162.671875
Iteration 218Q: 23 clusters Score -8.941833e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24382 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27774 members 
Mstep: Class 8 contains 37625 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26940 members 
Mstep: Class 11 contains 87300 members 
Mstep: Class 12 contains 7513 members 
Mstep: Class 13 contains 28786 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 62180 members 
Mstep: Class 16 contains 5367 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11981 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418320.000000 Penalty: 175162.671875
Iteration 219Q: 23 clusters Score -8.941832e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24383 members 
Mstep: Class 4 contains 11928 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 37627 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26935 members 
Mstep: Class 11 contains 87294 members 
Mstep: Class 12 contains 7513 members 
Mstep: Class 13 contains 28782 members 
Mstep: Class 14 contains 25728 members 
Mstep: Class 15 contains 62188 members 
Mstep: Class 16 contains 5369 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11979 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418352.000000 Penalty: 175162.671875
Iteration 220F: 23 clusters Score -8.941835e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24386 members 
Mstep: Class 4 contains 11934 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27807 members 
Mstep: Class 8 contains 37628 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26932 members 
Mstep: Class 11 contains 87284 members 
Mstep: Class 12 contains 7515 members 
Mstep: Class 13 contains 28777 members 
Mstep: Class 14 contains 25726 members 
Mstep: Class 15 contains 62194 members 
Mstep: Class 16 contains 5379 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11970 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418296.000000 Penalty: 175162.671875
Iteration 221Q: 23 clusters Score -8.94183e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24388 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27819 members 
Mstep: Class 8 contains 37630 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26927 members 
Mstep: Class 11 contains 87271 members 
Mstep: Class 12 contains 7516 members 
Mstep: Class 13 contains 28774 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 62195 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11968 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418248.000000 Penalty: 175162.671875
Iteration 222Q: 23 clusters Score -8.941825e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24387 members 
Mstep: Class 4 contains 11946 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27829 members 
Mstep: Class 8 contains 37635 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26928 members 
Mstep: Class 11 contains 87267 members 
Mstep: Class 12 contains 7516 members 
Mstep: Class 13 contains 28771 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 62206 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11951 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418208.000000 Penalty: 175162.671875
Iteration 223Q: 23 clusters Score -8.941821e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24388 members 
Mstep: Class 4 contains 11946 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27838 members 
Mstep: Class 8 contains 37638 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26930 members 
Mstep: Class 11 contains 87268 members 
Mstep: Class 12 contains 7516 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25724 members 
Mstep: Class 15 contains 62215 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11940 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418216.000000 Penalty: 175162.671875
Iteration 224Q: 23 clusters Score -8.941822e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24388 members 
Mstep: Class 4 contains 11946 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27850 members 
Mstep: Class 8 contains 37636 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26925 members 
Mstep: Class 11 contains 87266 members 
Mstep: Class 12 contains 7515 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25723 members 
Mstep: Class 15 contains 62225 members 
Mstep: Class 16 contains 5398 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11935 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418152.000000 Penalty: 175162.671875
Iteration 225Q: 23 clusters Score -8.941815e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24387 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27847 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26925 members 
Mstep: Class 11 contains 87266 members 
Mstep: Class 12 contains 7515 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25723 members 
Mstep: Class 15 contains 62228 members 
Mstep: Class 16 contains 5399 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11935 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418144.000000 Penalty: 175162.671875
Iteration 226Q: 23 clusters Score -8.941814e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24387 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27849 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26927 members 
Mstep: Class 11 contains 87266 members 
Mstep: Class 12 contains 7515 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25723 members 
Mstep: Class 15 contains 62236 members 
Mstep: Class 16 contains 5402 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418216.000000 Penalty: 175162.671875
Iteration 227Q: 23 clusters Score -8.941822e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24389 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27856 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26925 members 
Mstep: Class 11 contains 87266 members 
Mstep: Class 12 contains 7516 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25723 members 
Mstep: Class 15 contains 62241 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11919 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418216.000000 Penalty: 175162.671875
Iteration 228Q: 23 clusters Score -8.941822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24392 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27867 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26923 members 
Mstep: Class 11 contains 87265 members 
Mstep: Class 12 contains 7516 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25722 members 
Mstep: Class 15 contains 62247 members 
Mstep: Class 16 contains 5408 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11908 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418216.000000 Penalty: 175162.671875
Iteration 229Q: 23 clusters Score -8.941822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24393 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26920 members 
Mstep: Class 11 contains 87267 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25722 members 
Mstep: Class 15 contains 62251 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11896 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418304.000000 Penalty: 175162.671875
Iteration 230Q: 23 clusters Score -8.94183e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24392 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27879 members 
Mstep: Class 8 contains 37638 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26917 members 
Mstep: Class 11 contains 87267 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28769 members 
Mstep: Class 14 contains 25723 members 
Mstep: Class 15 contains 62254 members 
Mstep: Class 16 contains 5412 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11894 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418256.000000 Penalty: 175162.671875
Iteration 231Q: 23 clusters Score -8.941826e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24392 members 
Mstep: Class 4 contains 11948 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27885 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26909 members 
Mstep: Class 11 contains 87266 members 
Mstep: Class 12 contains 7518 members 
Mstep: Class 13 contains 28769 members 
Mstep: Class 14 contains 25721 members 
Mstep: Class 15 contains 62259 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11900 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418272.000000 Penalty: 175162.671875
Iteration 232Q: 23 clusters Score -8.941827e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24392 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27896 members 
Mstep: Class 8 contains 37641 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26904 members 
Mstep: Class 11 contains 87264 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28767 members 
Mstep: Class 14 contains 25720 members 
Mstep: Class 15 contains 62266 members 
Mstep: Class 16 contains 5416 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11898 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418312.000000 Penalty: 175162.671875
Iteration 233Q: 23 clusters Score -8.941831e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24393 members 
Mstep: Class 4 contains 11953 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27901 members 
Mstep: Class 8 contains 37642 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26897 members 
Mstep: Class 11 contains 87260 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28768 members 
Mstep: Class 14 contains 25719 members 
Mstep: Class 15 contains 62276 members 
Mstep: Class 16 contains 5418 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11885 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418272.000000 Penalty: 175162.671875
Iteration 234Q: 23 clusters Score -8.941827e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24396 members 
Mstep: Class 4 contains 11955 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27903 members 
Mstep: Class 8 contains 37643 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26895 members 
Mstep: Class 11 contains 87259 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28768 members 
Mstep: Class 14 contains 25718 members 
Mstep: Class 15 contains 62280 members 
Mstep: Class 16 contains 5420 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11883 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418392.000000 Penalty: 175162.671875
Iteration 235Q: 23 clusters Score -8.941839e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24399 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27906 members 
Mstep: Class 8 contains 37642 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26894 members 
Mstep: Class 11 contains 87255 members 
Mstep: Class 12 contains 7522 members 
Mstep: Class 13 contains 28768 members 
Mstep: Class 14 contains 25718 members 
Mstep: Class 15 contains 62282 members 
Mstep: Class 16 contains 5420 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11879 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418328.000000 Penalty: 175162.671875
Iteration 236Q: 23 clusters Score -8.941833e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24402 members 
Mstep: Class 4 contains 11965 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27911 members 
Mstep: Class 8 contains 37643 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26893 members 
Mstep: Class 11 contains 87250 members 
Mstep: Class 12 contains 7522 members 
Mstep: Class 13 contains 28768 members 
Mstep: Class 14 contains 25717 members 
Mstep: Class 15 contains 62286 members 
Mstep: Class 16 contains 5422 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11869 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418296.000000 Penalty: 175162.671875
Iteration 237Q: 23 clusters Score -8.94183e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24402 members 
Mstep: Class 4 contains 11969 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27922 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26894 members 
Mstep: Class 11 contains 87248 members 
Mstep: Class 12 contains 7520 members 
Mstep: Class 13 contains 28769 members 
Mstep: Class 14 contains 25714 members 
Mstep: Class 15 contains 62289 members 
Mstep: Class 16 contains 5426 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11854 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418352.000000 Penalty: 175162.671875
Iteration 238Q: 23 clusters Score -8.941835e+07 nChanged 37
Entering ConstructFrom: 
Score: -89418352.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (77068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Entering Unmasked Estep 
Score: -15950602.000000 Penalty: 6892.121582
	Iteration 0F: 2 clusters Score -1.59506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -15897479.000000 Penalty: 13784.243164
	Iteration 0F: 3 clusters Score -1.589748e+07 nChanged 34661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -15916233.000000 Penalty: 13784.243164
	Iteration 1F: 3 clusters Score -1.591623e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -15917393.000000 Penalty: 13784.243164
	Iteration 2Q: 3 clusters Score -1.591739e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -15918456.000000 Penalty: 13784.243164
	Iteration 3Q: 3 clusters Score -1.591846e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -15919568.000000 Penalty: 13784.243164
	Iteration 4Q: 3 clusters Score -1.591957e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -15920850.000000 Penalty: 13784.243164
	Iteration 5Q: 3 clusters Score -1.592085e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -15922427.000000 Penalty: 13784.243164
	Iteration 6Q: 3 clusters Score -1.592243e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -15924566.000000 Penalty: 13784.243164
	Iteration 7Q: 3 clusters Score -1.592457e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -15927551.000000 Penalty: 13784.243164
	Iteration 8F: 3 clusters Score -1.592755e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -15931041.000000 Penalty: 13784.243164
	Iteration 9F: 3 clusters Score -1.593104e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -15934611.000000 Penalty: 13784.243164
	Iteration 10F: 3 clusters Score -1.593461e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -15937836.000000 Penalty: 13784.243164
	Iteration 11F: 3 clusters Score -1.593784e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -15940236.000000 Penalty: 13784.243164
	Iteration 12Q: 3 clusters Score -1.594024e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -15941556.000000 Penalty: 13784.243164
	Iteration 13Q: 3 clusters Score -1.594156e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -15942452.000000 Penalty: 13784.243164
	Iteration 14Q: 3 clusters Score -1.594245e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -15943061.000000 Penalty: 13784.243164
	Iteration 15Q: 3 clusters Score -1.594306e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -15943418.000000 Penalty: 13784.243164
	Iteration 16Q: 3 clusters Score -1.594342e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -15943622.000000 Penalty: 13784.243164
	Iteration 17Q: 3 clusters Score -1.594362e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -15943875.000000 Penalty: 13784.243164
	Iteration 18Q: 3 clusters Score -1.594388e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -15943979.000000 Penalty: 13784.243164
	Iteration 19Q: 3 clusters Score -1.594398e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -15944087.000000 Penalty: 13784.243164
	Iteration 20F: 3 clusters Score -1.594409e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -15944210.000000 Penalty: 13784.243164
	Iteration 21Q: 3 clusters Score -1.594421e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -15944296.000000 Penalty: 13784.243164
	Iteration 22Q: 3 clusters Score -1.59443e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -15944347.000000 Penalty: 13784.243164
	Iteration 23Q: 3 clusters Score -1.594435e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -15944397.000000 Penalty: 13784.243164
	Iteration 24Q: 3 clusters Score -1.59444e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -15944428.000000 Penalty: 13784.243164
	Iteration 25Q: 3 clusters Score -1.594443e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -15944480.000000 Penalty: 13784.243164
	Iteration 26Q: 3 clusters Score -1.594448e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -15944506.000000 Penalty: 13784.243164
	Iteration 27Q: 3 clusters Score -1.594451e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -15944561.000000 Penalty: 13784.243164
	Iteration 28Q: 3 clusters Score -1.594456e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -15944589.000000 Penalty: 13784.243164
	Iteration 29Q: 3 clusters Score -1.594459e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -15944662.000000 Penalty: 13784.243164
	Iteration 30Q: 3 clusters Score -1.594466e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -15944694.000000 Penalty: 13784.243164
	Iteration 31Q: 3 clusters Score -1.594469e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -15944750.000000 Penalty: 13784.243164
	Iteration 32Q: 3 clusters Score -1.594475e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -15944717.000000 Penalty: 13784.243164
	Iteration 33Q: 3 clusters Score -1.594472e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -15944747.000000 Penalty: 13784.243164
	Iteration 34Q: 3 clusters Score -1.594475e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -15944751.000000 Penalty: 13784.243164
	Iteration 35Q: 3 clusters Score -1.594475e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -15944760.000000 Penalty: 13784.243164
	Iteration 36Q: 3 clusters Score -1.594476e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -15944760.000000 Penalty: 13784.243164
	Iteration 37Q: 3 clusters Score -1.594476e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -15944785.000000 Penalty: 13784.243164
	Iteration 38Q: 3 clusters Score -1.594478e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -15944804.000000 Penalty: 13784.243164
	Iteration 39Q: 3 clusters Score -1.59448e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -15944823.000000 Penalty: 13784.243164
	Iteration 40F: 3 clusters Score -1.594482e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -15944810.000000 Penalty: 13784.243164
	Iteration 41Q: 3 clusters Score -1.594481e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -15944802.000000 Penalty: 13784.243164
	Iteration 42Q: 3 clusters Score -1.59448e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -15944811.000000 Penalty: 13784.243164
	Iteration 43Q: 3 clusters Score -1.594481e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -15944842.000000 Penalty: 13784.243164
	Iteration 44Q: 3 clusters Score -1.594484e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -15944869.000000 Penalty: 13784.243164
	Iteration 45Q: 3 clusters Score -1.594487e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -15944856.000000 Penalty: 13784.243164
	Iteration 46Q: 3 clusters Score -1.594486e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -15944871.000000 Penalty: 13784.243164
	Iteration 47Q: 3 clusters Score -1.594487e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -15944871.000000 Penalty: 13784.243164
	Iteration 48Q: 3 clusters Score -1.594487e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -15944869.000000 Penalty: 13784.243164
	Iteration 49Q: 3 clusters Score -1.594487e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -15944887.000000 Penalty: 13784.243164
	Iteration 50Q: 3 clusters Score -1.594489e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -15944875.000000 Penalty: 13784.243164
	Iteration 51Q: 3 clusters Score -1.594488e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -15944868.000000 Penalty: 13784.243164
	Iteration 52Q: 3 clusters Score -1.594487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -15944869.000000 Penalty: 13784.243164
	Iteration 53Q: 3 clusters Score -1.594487e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -15944871.000000 Penalty: 13784.243164
	Iteration 54Q: 3 clusters Score -1.594487e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -15944891.000000 Penalty: 13784.243164
	Iteration 55Q: 3 clusters Score -1.594489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -15944885.000000 Penalty: 13784.243164
	Iteration 56Q: 3 clusters Score -1.594488e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -15944899.000000 Penalty: 13784.243164
	Iteration 57Q: 3 clusters Score -1.59449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -15944919.000000 Penalty: 13784.243164
	Iteration 58Q: 3 clusters Score -1.594492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -15944897.000000 Penalty: 13784.243164
	Iteration 59Q: 3 clusters Score -1.59449e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -15944884.000000 Penalty: 13784.243164
	Iteration 60F: 3 clusters Score -1.594488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -15944892.000000 Penalty: 13784.243164
	Iteration 61Q: 3 clusters Score -1.594489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -15944868.000000 Penalty: 13784.243164
	Iteration 62Q: 3 clusters Score -1.594487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -15944876.000000 Penalty: 13784.243164
	Iteration 63Q: 3 clusters Score -1.594488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -15944889.000000 Penalty: 13784.243164
	Iteration 64Q: 3 clusters Score -1.594489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -15944892.000000 Penalty: 13784.243164
	Iteration 65Q: 3 clusters Score -1.594489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -15944908.000000 Penalty: 13784.243164
	Iteration 66Q: 3 clusters Score -1.594491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -15944910.000000 Penalty: 13784.243164
	Iteration 67Q: 3 clusters Score -1.594491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -15944895.000000 Penalty: 13784.243164
	Iteration 68Q: 3 clusters Score -1.59449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -15944889.000000 Penalty: 13784.243164
	Iteration 69Q: 3 clusters Score -1.594489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -15944899.000000 Penalty: 13784.243164
	Iteration 70Q: 3 clusters Score -1.59449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -15944906.000000 Penalty: 13784.243164
	Iteration 71Q: 3 clusters Score -1.594491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -15944898.000000 Penalty: 13784.243164
	Iteration 72Q: 3 clusters Score -1.59449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -15944904.000000 Penalty: 13784.243164
	Iteration 73Q: 3 clusters Score -1.59449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -15944911.000000 Penalty: 13784.243164
	Iteration 74Q: 3 clusters Score -1.594491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -15944915.000000 Penalty: 13784.243164
	Iteration 75Q: 3 clusters Score -1.594492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -15944920.000000 Penalty: 13784.243164
	Iteration 76Q: 3 clusters Score -1.594492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -15944935.000000 Penalty: 13784.243164
	Iteration 77Q: 3 clusters Score -1.594494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -15944924.000000 Penalty: 13784.243164
	Iteration 78Q: 3 clusters Score -1.594492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -15944931.000000 Penalty: 13784.243164
	Iteration 79Q: 3 clusters Score -1.594493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -15944924.000000 Penalty: 13784.243164
	Iteration 80F: 3 clusters Score -1.594492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -15944937.000000 Penalty: 13784.243164
	Iteration 81Q: 3 clusters Score -1.594494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -15944937.000000 Penalty: 13784.243164
	Iteration 82F: 3 clusters Score -1.594494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -215318.906250 Penalty: 4293.263184
	Iteration 0F: 2 clusters Score -215318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -211137.281250 Penalty: 8586.526367
	Iteration 0F: 3 clusters Score -211137.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -211553.625000 Penalty: 8586.526367
	Iteration 1F: 3 clusters Score -211553.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -211769.062500 Penalty: 8586.526367
	Iteration 2F: 3 clusters Score -211769.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -211882.484375 Penalty: 8586.526367
	Iteration 3Q: 3 clusters Score -211882.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -211933.828125 Penalty: 8586.526367
	Iteration 4Q: 3 clusters Score -211933.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -211989.421875 Penalty: 8586.526367
	Iteration 5Q: 3 clusters Score -211989.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -212046.968750 Penalty: 8586.526367
	Iteration 6Q: 3 clusters Score -212047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -212108.843750 Penalty: 8586.526367
	Iteration 7Q: 3 clusters Score -212108.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -212180.328125 Penalty: 8586.526367
	Iteration 8Q: 3 clusters Score -212180.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -212389.281250 Penalty: 8586.526367
	Iteration 9Q: 3 clusters Score -212389.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -213148.734375 Penalty: 8586.526367
	Iteration 10Q: 3 clusters Score -213148.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -213366.078125 Penalty: 8586.526367
	Iteration 11Q: 3 clusters Score -213366.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -213464.500000 Penalty: 8586.526367
	Iteration 12Q: 3 clusters Score -213464.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -213534.468750 Penalty: 8586.526367
	Iteration 13Q: 3 clusters Score -213534.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -213627.781250 Penalty: 8586.526367
	Iteration 14Q: 3 clusters Score -213627.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -213748.875000 Penalty: 8586.526367
	Iteration 15Q: 3 clusters Score -213748.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -213990.828125 Penalty: 8586.526367
	Iteration 16Q: 3 clusters Score -213990.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -214093.609375 Penalty: 8586.526367
	Iteration 17Q: 3 clusters Score -214093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -214113.531250 Penalty: 8586.526367
	Iteration 18Q: 3 clusters Score -214113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -214125.218750 Penalty: 8586.526367
	Iteration 19Q: 3 clusters Score -214125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -214125.218750 Penalty: 8586.526367
	Iteration 20F: 3 clusters Score -214125.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Entering Unmasked Estep 
Score: -5031114.500000 Penalty: 6187.732910
	Iteration 0F: 2 clusters Score -5031114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -5011891.000000 Penalty: 12375.465820
	Iteration 0F: 3 clusters Score -5011891 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -5017215.500000 Penalty: 12375.465820
	Iteration 1F: 3 clusters Score -5017216 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -5017824.000000 Penalty: 12375.465820
	Iteration 2F: 3 clusters Score -5017824 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5018243.500000 Penalty: 12375.465820
	Iteration 3Q: 3 clusters Score -5018244 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -5018577.500000 Penalty: 12375.465820
	Iteration 4Q: 3 clusters Score -5018578 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -5018910.000000 Penalty: 12375.465820
	Iteration 5Q: 3 clusters Score -5018910 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -5019220.500000 Penalty: 12375.465820
	Iteration 6Q: 3 clusters Score -5019220 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -5019557.500000 Penalty: 12375.465820
	Iteration 7Q: 3 clusters Score -5019558 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -5019843.500000 Penalty: 12375.465820
	Iteration 8Q: 3 clusters Score -5019844 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -5020166.000000 Penalty: 12375.465820
	Iteration 9Q: 3 clusters Score -5020166 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5020531.000000 Penalty: 12375.465820
	Iteration 10Q: 3 clusters Score -5020531 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -5020884.500000 Penalty: 12375.465820
	Iteration 11Q: 3 clusters Score -5020884 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -5021246.500000 Penalty: 12375.465820
	Iteration 12Q: 3 clusters Score -5021246 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -5021650.500000 Penalty: 12375.465820
	Iteration 13Q: 3 clusters Score -5021650 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5022007.500000 Penalty: 12375.465820
	Iteration 14Q: 3 clusters Score -5022008 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -5022412.500000 Penalty: 12375.465820
	Iteration 15Q: 3 clusters Score -5022412 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -5022764.000000 Penalty: 12375.465820
	Iteration 16Q: 3 clusters Score -5022764 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -5023100.000000 Penalty: 12375.465820
	Iteration 17Q: 3 clusters Score -5023100 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -5023390.000000 Penalty: 12375.465820
	Iteration 18Q: 3 clusters Score -5023390 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -5023640.000000 Penalty: 12375.465820
	Iteration 19Q: 3 clusters Score -5023640 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -5023904.000000 Penalty: 12375.465820
	Iteration 20F: 3 clusters Score -5023904 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -5024120.500000 Penalty: 12375.465820
	Iteration 21Q: 3 clusters Score -5024120 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -5024303.000000 Penalty: 12375.465820
	Iteration 22Q: 3 clusters Score -5024303 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -5024512.000000 Penalty: 12375.465820
	Iteration 23Q: 3 clusters Score -5024512 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -5024701.500000 Penalty: 12375.465820
	Iteration 24Q: 3 clusters Score -5024702 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -5024896.000000 Penalty: 12375.465820
	Iteration 25Q: 3 clusters Score -5024896 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5025054.500000 Penalty: 12375.465820
	Iteration 26Q: 3 clusters Score -5025054 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -5025266.000000 Penalty: 12375.465820
	Iteration 27Q: 3 clusters Score -5025266 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -5025410.000000 Penalty: 12375.465820
	Iteration 28Q: 3 clusters Score -5025410 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -5025552.500000 Penalty: 12375.465820
	Iteration 29Q: 3 clusters Score -5025552 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -5025651.500000 Penalty: 12375.465820
	Iteration 30Q: 3 clusters Score -5025652 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5025729.000000 Penalty: 12375.465820
	Iteration 31Q: 3 clusters Score -5025729 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5025803.000000 Penalty: 12375.465820
	Iteration 32Q: 3 clusters Score -5025803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -5025852.500000 Penalty: 12375.465820
	Iteration 33Q: 3 clusters Score -5025852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -5025878.000000 Penalty: 12375.465820
	Iteration 34Q: 3 clusters Score -5025878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -5025927.000000 Penalty: 12375.465820
	Iteration 35Q: 3 clusters Score -5025927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -5025955.500000 Penalty: 12375.465820
	Iteration 36Q: 3 clusters Score -5025956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5025979.500000 Penalty: 12375.465820
	Iteration 37Q: 3 clusters Score -5025980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -5025991.000000 Penalty: 12375.465820
	Iteration 38Q: 3 clusters Score -5025991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5026004.000000 Penalty: 12375.465820
	Iteration 39Q: 3 clusters Score -5026004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -5026014.500000 Penalty: 12375.465820
	Iteration 40F: 3 clusters Score -5026014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -5026038.500000 Penalty: 12375.465820
	Iteration 41Q: 3 clusters Score -5026038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5026038.500000 Penalty: 12375.465820
	Iteration 42Q: 3 clusters Score -5026038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -5026051.500000 Penalty: 12375.465820
	Iteration 43Q: 3 clusters Score -5026052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -5026047.000000 Penalty: 12375.465820
	Iteration 44Q: 3 clusters Score -5026047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -5026055.500000 Penalty: 12375.465820
	Iteration 45Q: 3 clusters Score -5026056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5026059.500000 Penalty: 12375.465820
	Iteration 46Q: 3 clusters Score -5026060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -5026065.500000 Penalty: 12375.465820
	Iteration 47Q: 3 clusters Score -5026066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5026066.000000 Penalty: 12375.465820
	Iteration 48Q: 3 clusters Score -5026066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -5026063.000000 Penalty: 12375.465820
	Iteration 49Q: 3 clusters Score -5026063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -5026067.000000 Penalty: 12375.465820
	Iteration 50Q: 3 clusters Score -5026067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -5026063.000000 Penalty: 12375.465820
	Iteration 51Q: 3 clusters Score -5026063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -5026063.500000 Penalty: 12375.465820
	Iteration 52Q: 3 clusters Score -5026064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -5026070.000000 Penalty: 12375.465820
	Iteration 53Q: 3 clusters Score -5026070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5026066.000000 Penalty: 12375.465820
	Iteration 54Q: 3 clusters Score -5026066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5026063.000000 Penalty: 12375.465820
	Iteration 55Q: 3 clusters Score -5026063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -5026065.000000 Penalty: 12375.465820
	Iteration 56Q: 3 clusters Score -5026065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5026070.500000 Penalty: 12375.465820
	Iteration 57Q: 3 clusters Score -5026070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -5026071.000000 Penalty: 12375.465820
	Iteration 58Q: 3 clusters Score -5026071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -5026068.000000 Penalty: 12375.465820
	Iteration 59Q: 3 clusters Score -5026068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -5026069.000000 Penalty: 12375.465820
	Iteration 60F: 3 clusters Score -5026069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -5026071.500000 Penalty: 12375.465820
	Iteration 61Q: 3 clusters Score -5026072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -5026071.500000 Penalty: 12375.465820
	Iteration 62F: 3 clusters Score -5026072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Entering Unmasked Estep 
Score: -2423682.250000 Penalty: 5751.523438
	Iteration 0F: 2 clusters Score -2423682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2412227.000000 Penalty: 11503.046875
	Iteration 0F: 3 clusters Score -2412227 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2415250.750000 Penalty: 11503.046875
	Iteration 1F: 3 clusters Score -2415251 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2416191.750000 Penalty: 11503.046875
	Iteration 2F: 3 clusters Score -2416192 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2416955.750000 Penalty: 11503.046875
	Iteration 3F: 3 clusters Score -2416956 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2417592.250000 Penalty: 11503.046875
	Iteration 4F: 3 clusters Score -2417592 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2418121.250000 Penalty: 11503.046875
	Iteration 5F: 3 clusters Score -2418121 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2418531.500000 Penalty: 11503.046875
	Iteration 6Q: 3 clusters Score -2418532 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2418896.500000 Penalty: 11503.046875
	Iteration 7Q: 3 clusters Score -2418896 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2419202.750000 Penalty: 11503.046875
	Iteration 8Q: 3 clusters Score -2419203 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2419472.500000 Penalty: 11503.046875
	Iteration 9Q: 3 clusters Score -2419472 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2419682.750000 Penalty: 11503.046875
	Iteration 10Q: 3 clusters Score -2419683 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2419861.250000 Penalty: 11503.046875
	Iteration 11Q: 3 clusters Score -2419861 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2419992.500000 Penalty: 11503.046875
	Iteration 12Q: 3 clusters Score -2419992 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2420086.000000 Penalty: 11503.046875
	Iteration 13Q: 3 clusters Score -2420086 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2420164.000000 Penalty: 11503.046875
	Iteration 14Q: 3 clusters Score -2420164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2420224.750000 Penalty: 11503.046875
	Iteration 15Q: 3 clusters Score -2420225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2420278.000000 Penalty: 11503.046875
	Iteration 16Q: 3 clusters Score -2420278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2420319.000000 Penalty: 11503.046875
	Iteration 17Q: 3 clusters Score -2420319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2420349.500000 Penalty: 11503.046875
	Iteration 18Q: 3 clusters Score -2420350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2420380.500000 Penalty: 11503.046875
	Iteration 19Q: 3 clusters Score -2420380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2420388.250000 Penalty: 11503.046875
	Iteration 20F: 3 clusters Score -2420388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2420400.250000 Penalty: 11503.046875
	Iteration 21Q: 3 clusters Score -2420400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2420411.000000 Penalty: 11503.046875
	Iteration 22Q: 3 clusters Score -2420411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2420417.250000 Penalty: 11503.046875
	Iteration 23Q: 3 clusters Score -2420417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2420415.500000 Penalty: 11503.046875
	Iteration 24Q: 3 clusters Score -2420416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2420418.000000 Penalty: 11503.046875
	Iteration 25Q: 3 clusters Score -2420418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2420419.000000 Penalty: 11503.046875
	Iteration 26Q: 3 clusters Score -2420419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2420423.000000 Penalty: 11503.046875
	Iteration 27Q: 3 clusters Score -2420423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2420426.750000 Penalty: 11503.046875
	Iteration 28Q: 3 clusters Score -2420427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2420426.750000 Penalty: 11503.046875
	Iteration 29F: 3 clusters Score -2420427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -104556.171875 Penalty: 3873.669922
	Iteration 0F: 2 clusters Score -104556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -101133.679688 Penalty: 7747.339844
	Iteration 0F: 3 clusters Score -101133.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -101278.000000 Penalty: 7747.339844
	Iteration 1F: 3 clusters Score -101278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101305.476562 Penalty: 7747.339844
	Iteration 2Q: 3 clusters Score -101305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101322.039062 Penalty: 7747.339844
	Iteration 3Q: 3 clusters Score -101322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -101331.804688 Penalty: 7747.339844
	Iteration 4Q: 3 clusters Score -101331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101341.031250 Penalty: 7747.339844
	Iteration 5Q: 3 clusters Score -101341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101341.031250 Penalty: 7747.339844
	Iteration 6F: 3 clusters Score -101341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -377705.812500 Penalty: 4619.930664
	Iteration 0F: 2 clusters Score -377705.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -372896.312500 Penalty: 9239.861328
	Iteration 0F: 3 clusters Score -372896.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -373674.718750 Penalty: 9239.861328
	Iteration 1F: 3 clusters Score -373674.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -373957.250000 Penalty: 9239.861328
	Iteration 2F: 3 clusters Score -373957.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -374198.718750 Penalty: 9239.861328
	Iteration 3F: 3 clusters Score -374198.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -374445.187500 Penalty: 9239.861328
	Iteration 4Q: 3 clusters Score -374445.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -374671.718750 Penalty: 9239.861328
	Iteration 5Q: 3 clusters Score -374671.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -375002.875000 Penalty: 9239.861328
	Iteration 6F: 3 clusters Score -375002.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -375496.437500 Penalty: 9239.861328
	Iteration 7Q: 3 clusters Score -375496.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -375896.625000 Penalty: 9239.861328
	Iteration 8F: 3 clusters Score -375896.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -376331.031250 Penalty: 9239.861328
	Iteration 9Q: 3 clusters Score -376331 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -376691.750000 Penalty: 9239.861328
	Iteration 10Q: 3 clusters Score -376691.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -376961.937500 Penalty: 9239.861328
	Iteration 11Q: 3 clusters Score -376961.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -377169.375000 Penalty: 9239.861328
	Iteration 12Q: 3 clusters Score -377169.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -377342.875000 Penalty: 9239.861328
	Iteration 13Q: 3 clusters Score -377342.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -377485.375000 Penalty: 9239.861328
	Iteration 14Q: 3 clusters Score -377485.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -377569.125000 Penalty: 9239.861328
	Iteration 15Q: 3 clusters Score -377569.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -377614.468750 Penalty: 9239.861328
	Iteration 16Q: 3 clusters Score -377614.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -377660.750000 Penalty: 9239.861328
	Iteration 17Q: 3 clusters Score -377660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -377706.906250 Penalty: 9239.861328
	Iteration 18Q: 3 clusters Score -377706.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -377780.906250 Penalty: 9239.861328
	Iteration 19Q: 3 clusters Score -377780.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -377856.062500 Penalty: 9239.861328
	Iteration 20F: 3 clusters Score -377856.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -377904.281250 Penalty: 9239.861328
	Iteration 21Q: 3 clusters Score -377904.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -377919.625000 Penalty: 9239.861328
	Iteration 22Q: 3 clusters Score -377919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -377928.468750 Penalty: 9239.861328
	Iteration 23Q: 3 clusters Score -377928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -377928.468750 Penalty: 9239.861328
	Iteration 24F: 3 clusters Score -377928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24402 members 
Mstep: Class 4 contains 11971 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 27933 members 
Mstep: Class 8 contains 37645 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26894 members 
Mstep: Class 11 contains 87243 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28769 members 
Mstep: Class 14 contains 25714 members 
Mstep: Class 15 contains 62292 members 
Mstep: Class 16 contains 5430 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11844 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 1347 members 
Entering Unmasked Estep 
Score: -89415208.000000 Penalty: 183124.609375
Splitting cluster 6 changes total score from -89418352.000000 to -89415208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (27933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Entering Unmasked Estep 
Score: -5462445.000000 Penalty: 6270.507812
	Iteration 0F: 2 clusters Score -5462445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -5440961.000000 Penalty: 12541.015625
	Iteration 0F: 3 clusters Score -5440961 nChanged 11788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -5447569.000000 Penalty: 12541.015625
	Iteration 1F: 3 clusters Score -5447569 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -5448589.000000 Penalty: 12541.015625
	Iteration 2F: 3 clusters Score -5448589 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5449496.500000 Penalty: 12541.015625
	Iteration 3F: 3 clusters Score -5449496 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -5450275.500000 Penalty: 12541.015625
	Iteration 4F: 3 clusters Score -5450276 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -5450965.500000 Penalty: 12541.015625
	Iteration 5Q: 3 clusters Score -5450966 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -5451684.500000 Penalty: 12541.015625
	Iteration 6Q: 3 clusters Score -5451684 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -5452503.500000 Penalty: 12541.015625
	Iteration 7Q: 3 clusters Score -5452504 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -5453408.000000 Penalty: 12541.015625
	Iteration 8Q: 3 clusters Score -5453408 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5454147.000000 Penalty: 12541.015625
	Iteration 9Q: 3 clusters Score -5454147 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -5454858.500000 Penalty: 12541.015625
	Iteration 10Q: 3 clusters Score -5454858 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -5455441.000000 Penalty: 12541.015625
	Iteration 11Q: 3 clusters Score -5455441 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -5455893.000000 Penalty: 12541.015625
	Iteration 12Q: 3 clusters Score -5455893 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -5456247.500000 Penalty: 12541.015625
	Iteration 13Q: 3 clusters Score -5456248 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -5456571.500000 Penalty: 12541.015625
	Iteration 14Q: 3 clusters Score -5456572 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -5456820.500000 Penalty: 12541.015625
	Iteration 15Q: 3 clusters Score -5456820 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -5457025.000000 Penalty: 12541.015625
	Iteration 16Q: 3 clusters Score -5457025 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -5457237.000000 Penalty: 12541.015625
	Iteration 17Q: 3 clusters Score -5457237 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -5457430.000000 Penalty: 12541.015625
	Iteration 18Q: 3 clusters Score -5457430 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -5457584.500000 Penalty: 12541.015625
	Iteration 19Q: 3 clusters Score -5457584 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -5457692.000000 Penalty: 12541.015625
	Iteration 20F: 3 clusters Score -5457692 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5457803.000000 Penalty: 12541.015625
	Iteration 21Q: 3 clusters Score -5457803 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -5457903.500000 Penalty: 12541.015625
	Iteration 22Q: 3 clusters Score -5457904 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -5458000.000000 Penalty: 12541.015625
	Iteration 23Q: 3 clusters Score -5458000 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -5458076.500000 Penalty: 12541.015625
	Iteration 24Q: 3 clusters Score -5458076 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5458137.500000 Penalty: 12541.015625
	Iteration 25Q: 3 clusters Score -5458138 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5458193.000000 Penalty: 12541.015625
	Iteration 26Q: 3 clusters Score -5458193 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5458238.000000 Penalty: 12541.015625
	Iteration 27Q: 3 clusters Score -5458238 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5458299.000000 Penalty: 12541.015625
	Iteration 28Q: 3 clusters Score -5458299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5458327.500000 Penalty: 12541.015625
	Iteration 29Q: 3 clusters Score -5458328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -5458360.000000 Penalty: 12541.015625
	Iteration 30Q: 3 clusters Score -5458360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5458385.000000 Penalty: 12541.015625
	Iteration 31Q: 3 clusters Score -5458385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5458397.000000 Penalty: 12541.015625
	Iteration 32Q: 3 clusters Score -5458397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5458403.500000 Penalty: 12541.015625
	Iteration 33Q: 3 clusters Score -5458404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5458419.000000 Penalty: 12541.015625
	Iteration 34Q: 3 clusters Score -5458419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5458432.000000 Penalty: 12541.015625
	Iteration 35Q: 3 clusters Score -5458432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5458436.500000 Penalty: 12541.015625
	Iteration 36Q: 3 clusters Score -5458436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5458448.500000 Penalty: 12541.015625
	Iteration 37Q: 3 clusters Score -5458448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5458446.500000 Penalty: 12541.015625
	Iteration 38Q: 3 clusters Score -5458446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5458466.500000 Penalty: 12541.015625
	Iteration 39Q: 3 clusters Score -5458466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5458462.500000 Penalty: 12541.015625
	Iteration 40F: 3 clusters Score -5458462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5458465.000000 Penalty: 12541.015625
	Iteration 41Q: 3 clusters Score -5458465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5458488.000000 Penalty: 12541.015625
	Iteration 42Q: 3 clusters Score -5458488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5458478.500000 Penalty: 12541.015625
	Iteration 43Q: 3 clusters Score -5458478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5458478.500000 Penalty: 12541.015625
	Iteration 44Q: 3 clusters Score -5458478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5458480.000000 Penalty: 12541.015625
	Iteration 45Q: 3 clusters Score -5458480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5458483.500000 Penalty: 12541.015625
	Iteration 46Q: 3 clusters Score -5458484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5458485.000000 Penalty: 12541.015625
	Iteration 47Q: 3 clusters Score -5458485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5458487.500000 Penalty: 12541.015625
	Iteration 48Q: 3 clusters Score -5458488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5458499.500000 Penalty: 12541.015625
	Iteration 49Q: 3 clusters Score -5458500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5458502.000000 Penalty: 12541.015625
	Iteration 50Q: 3 clusters Score -5458502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5458498.000000 Penalty: 12541.015625
	Iteration 51Q: 3 clusters Score -5458498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5458501.500000 Penalty: 12541.015625
	Iteration 52Q: 3 clusters Score -5458502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5458501.500000 Penalty: 12541.015625
	Iteration 53Q: 3 clusters Score -5458502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5458508.000000 Penalty: 12541.015625
	Iteration 54Q: 3 clusters Score -5458508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5458510.500000 Penalty: 12541.015625
	Iteration 55Q: 3 clusters Score -5458510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5458508.500000 Penalty: 12541.015625
	Iteration 56Q: 3 clusters Score -5458508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5458508.000000 Penalty: 12541.015625
	Iteration 57Q: 3 clusters Score -5458508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5458515.000000 Penalty: 12541.015625
	Iteration 58Q: 3 clusters Score -5458515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5458515.000000 Penalty: 12541.015625
	Iteration 59F: 3 clusters Score -5458515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Entering Unmasked Estep 
Score: -7797901.000000 Penalty: 6453.272461
	Iteration 0F: 2 clusters Score -7797901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -7770453.500000 Penalty: 12906.544922
	Iteration 0F: 3 clusters Score -7770454 nChanged 15996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -7778775.000000 Penalty: 12906.544922
	Iteration 1F: 3 clusters Score -7778775 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -7779742.500000 Penalty: 12906.544922
	Iteration 2F: 3 clusters Score -7779742 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -7780506.500000 Penalty: 12906.544922
	Iteration 3F: 3 clusters Score -7780506 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -7781233.500000 Penalty: 12906.544922
	Iteration 4Q: 3 clusters Score -7781234 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -7781961.500000 Penalty: 12906.544922
	Iteration 5Q: 3 clusters Score -7781962 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -7782792.000000 Penalty: 12906.544922
	Iteration 6Q: 3 clusters Score -7782792 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -7783826.000000 Penalty: 12906.544922
	Iteration 7Q: 3 clusters Score -7783826 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -7785038.500000 Penalty: 12906.544922
	Iteration 8F: 3 clusters Score -7785038 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -7786434.500000 Penalty: 12906.544922
	Iteration 9F: 3 clusters Score -7786434 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -7788020.000000 Penalty: 12906.544922
	Iteration 10F: 3 clusters Score -7788020 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -7789523.000000 Penalty: 12906.544922
	Iteration 11Q: 3 clusters Score -7789523 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -7790866.500000 Penalty: 12906.544922
	Iteration 12Q: 3 clusters Score -7790866 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -7791752.500000 Penalty: 12906.544922
	Iteration 13Q: 3 clusters Score -7791752 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -7792285.500000 Penalty: 12906.544922
	Iteration 14Q: 3 clusters Score -7792286 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -7792596.000000 Penalty: 12906.544922
	Iteration 15Q: 3 clusters Score -7792596 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -7792811.500000 Penalty: 12906.544922
	Iteration 16Q: 3 clusters Score -7792812 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -7792971.000000 Penalty: 12906.544922
	Iteration 17Q: 3 clusters Score -7792971 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -7793062.500000 Penalty: 12906.544922
	Iteration 18Q: 3 clusters Score -7793062 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -7793192.500000 Penalty: 12906.544922
	Iteration 19Q: 3 clusters Score -7793192 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -7793300.500000 Penalty: 12906.544922
	Iteration 20F: 3 clusters Score -7793300 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -7793410.500000 Penalty: 12906.544922
	Iteration 21Q: 3 clusters Score -7793410 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -7793497.000000 Penalty: 12906.544922
	Iteration 22Q: 3 clusters Score -7793497 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7793533.500000 Penalty: 12906.544922
	Iteration 23Q: 3 clusters Score -7793534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -7793586.000000 Penalty: 12906.544922
	Iteration 24Q: 3 clusters Score -7793586 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -7793627.500000 Penalty: 12906.544922
	Iteration 25Q: 3 clusters Score -7793628 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -7793625.000000 Penalty: 12906.544922
	Iteration 26Q: 3 clusters Score -7793625 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -7793655.500000 Penalty: 12906.544922
	Iteration 27Q: 3 clusters Score -7793656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -7793662.000000 Penalty: 12906.544922
	Iteration 28Q: 3 clusters Score -7793662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -7793665.000000 Penalty: 12906.544922
	Iteration 29Q: 3 clusters Score -7793665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -7793672.000000 Penalty: 12906.544922
	Iteration 30Q: 3 clusters Score -7793672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -7793678.500000 Penalty: 12906.544922
	Iteration 31Q: 3 clusters Score -7793678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -7793679.000000 Penalty: 12906.544922
	Iteration 32Q: 3 clusters Score -7793679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -7793699.000000 Penalty: 12906.544922
	Iteration 33Q: 3 clusters Score -7793699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7793678.000000 Penalty: 12906.544922
	Iteration 34Q: 3 clusters Score -7793678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -7793683.500000 Penalty: 12906.544922
	Iteration 35Q: 3 clusters Score -7793684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -7793688.500000 Penalty: 12906.544922
	Iteration 36Q: 3 clusters Score -7793688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -7793694.000000 Penalty: 12906.544922
	Iteration 37Q: 3 clusters Score -7793694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -7793703.500000 Penalty: 12906.544922
	Iteration 38Q: 3 clusters Score -7793704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -7793690.500000 Penalty: 12906.544922
	Iteration 39Q: 3 clusters Score -7793690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -7793690.500000 Penalty: 12906.544922
	Iteration 40F: 3 clusters Score -7793690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -7793691.000000 Penalty: 12906.544922
	Iteration 41Q: 3 clusters Score -7793691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -7793693.500000 Penalty: 12906.544922
	Iteration 42Q: 3 clusters Score -7793694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -7793698.500000 Penalty: 12906.544922
	Iteration 43Q: 3 clusters Score -7793698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -7793702.500000 Penalty: 12906.544922
	Iteration 44Q: 3 clusters Score -7793702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -7793705.500000 Penalty: 12906.544922
	Iteration 45Q: 3 clusters Score -7793706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -7793699.000000 Penalty: 12906.544922
	Iteration 46Q: 3 clusters Score -7793699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -7793699.000000 Penalty: 12906.544922
	Iteration 47F: 3 clusters Score -7793699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -131061.968750 Penalty: 4052.339844
	Iteration 0F: 2 clusters Score -131062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127303.804688 Penalty: 8104.679688
	Iteration 0F: 3 clusters Score -127303.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -127879.398438 Penalty: 8104.679688
	Iteration 1F: 3 clusters Score -127879.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -128222.234375 Penalty: 8104.679688
	Iteration 2F: 3 clusters Score -128222.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -128473.585938 Penalty: 8104.679688
	Iteration 3Q: 3 clusters Score -128473.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -128795.046875 Penalty: 8104.679688
	Iteration 4F: 3 clusters Score -128795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -129383.609375 Penalty: 8104.679688
	Iteration 5Q: 3 clusters Score -129383.6 nChanged 27
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: -129775.578125 Penalty: 8104.679688
	Iteration 6Q: 3 clusters Score -129775.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -129964.070312 Penalty: 8104.679688
	Iteration 7Q: 3 clusters Score -129964.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -130052.843750 Penalty: 8104.679688
	Iteration 8Q: 3 clusters Score -130052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -130150.742188 Penalty: 8104.679688
	Iteration 9Q: 3 clusters Score -130150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -130268.812500 Penalty: 8104.679688
	Iteration 10Q: 3 clusters Score -130268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -130468.210938 Penalty: 8104.679688
	Iteration 11Q: 3 clusters Score -130468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -130523.070312 Penalty: 8104.679688
	Iteration 12Q: 3 clusters Score -130523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -130544.750000 Penalty: 8104.679688
	Iteration 13Q: 3 clusters Score -130544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -130569.953125 Penalty: 8104.679688
	Iteration 14Q: 3 clusters Score -130570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -130590.656250 Penalty: 8104.679688
	Iteration 15Q: 3 clusters Score -130590.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -130627.195312 Penalty: 8104.679688
	Iteration 16Q: 3 clusters Score -130627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -130752.671875 Penalty: 8104.679688
	Iteration 17Q: 3 clusters Score -130752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -130967.570312 Penalty: 8104.679688
	Iteration 18Q: 3 clusters Score -130967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -130998.859375 Penalty: 8104.679688
	Iteration 19Q: 3 clusters Score -130998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -131027.992188 Penalty: 8104.679688
	Iteration 20F: 3 clusters Score -131028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -131098.234375 Penalty: 8104.679688
	Iteration 21Q: 3 clusters Score -131098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -131157.281250 Penalty: 8104.679688
	Iteration 22Q: 3 clusters Score -131157.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -131270.796875 Penalty: 8104.679688
	Iteration 23Q: 3 clusters Score -131270.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -131511.718750 Penalty: 8104.679688
	Iteration 24Q: 3 clusters Score -131511.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -131824.453125 Penalty: 8104.679688
	Iteration 25Q: 3 clusters Score -131824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -131995.750000 Penalty: 8104.679688
	Iteration 26Q: 3 clusters Score -131995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -132021.750000 Penalty: 8104.679688
	Iteration 27Q: 3 clusters Score -132021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -132060.781250 Penalty: 8104.679688
	Iteration 28Q: 3 clusters Score -132060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -132090.843750 Penalty: 8104.679688
	Iteration 29Q: 3 clusters Score -132090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -132108.906250 Penalty: 8104.679688
	Iteration 30Q: 3 clusters Score -132108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -132144.015625 Penalty: 8104.679688
	Iteration 31Q: 3 clusters Score -132144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -132211.781250 Penalty: 8104.679688
	Iteration 32Q: 3 clusters Score -132211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -132240.187500 Penalty: 8104.679688
	Iteration 33Q: 3 clusters Score -132240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -132269.296875 Penalty: 8104.679688
	Iteration 34Q: 3 clusters Score -132269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -132269.296875 Penalty: 8104.679688
	Iteration 35F: 3 clusters Score -132269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24402 members 
Mstep: Class 4 contains 11971 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27933 members 
Mstep: Class 8 contains 37645 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 26894 members 
Mstep: Class 11 contains 87243 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28769 members 
Mstep: Class 14 contains 25714 members 
Mstep: Class 15 contains 62292 members 
Mstep: Class 16 contains 5430 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11844 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 283 members 
Entering Unmasked Estep 
Score: -89415640.000000 Penalty: 183124.609375
Splitting cluster 9 changes total score from -89418352.000000 to -89415640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (26894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Entering Unmasked Estep 
Score: -5582178.000000 Penalty: 6247.290527
	Iteration 0F: 2 clusters Score -5582178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5561385.000000 Penalty: 12494.581055
	Iteration 0F: 3 clusters Score -5561385 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -5567435.000000 Penalty: 12494.581055
	Iteration 1F: 3 clusters Score -5567435 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5568177.000000 Penalty: 12494.581055
	Iteration 2F: 3 clusters Score -5568177 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5568703.500000 Penalty: 12494.581055
	Iteration 3Q: 3 clusters Score -5568704 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -5569346.500000 Penalty: 12494.581055
	Iteration 4Q: 3 clusters Score -5569346 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -5570091.500000 Penalty: 12494.581055
	Iteration 5Q: 3 clusters Score -5570092 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5571210.000000 Penalty: 12494.581055
	Iteration 6Q: 3 clusters Score -5571210 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -5572672.500000 Penalty: 12494.581055
	Iteration 7F: 3 clusters Score -5572672 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -5573850.000000 Penalty: 12494.581055
	Iteration 8F: 3 clusters Score -5573850 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -5574915.000000 Penalty: 12494.581055
	Iteration 9F: 3 clusters Score -5574915 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5575845.500000 Penalty: 12494.581055
	Iteration 10F: 3 clusters Score -5575846 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -5576749.000000 Penalty: 12494.581055
	Iteration 11Q: 3 clusters Score -5576749 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -5577656.500000 Penalty: 12494.581055
	Iteration 12Q: 3 clusters Score -5577656 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -5578551.500000 Penalty: 12494.581055
	Iteration 13Q: 3 clusters Score -5578552 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -5579494.500000 Penalty: 12494.581055
	Iteration 14Q: 3 clusters Score -5579494 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -5580320.000000 Penalty: 12494.581055
	Iteration 15Q: 3 clusters Score -5580320 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5580874.000000 Penalty: 12494.581055
	Iteration 16Q: 3 clusters Score -5580874 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5581238.000000 Penalty: 12494.581055
	Iteration 17Q: 3 clusters Score -5581238 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5581527.000000 Penalty: 12494.581055
	Iteration 18Q: 3 clusters Score -5581527 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -5581632.500000 Penalty: 12494.581055
	Iteration 19Q: 3 clusters Score -5581632 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -5581726.000000 Penalty: 12494.581055
	Iteration 20F: 3 clusters Score -5581726 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5581770.000000 Penalty: 12494.581055
	Iteration 21Q: 3 clusters Score -5581770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -5581800.000000 Penalty: 12494.581055
	Iteration 22Q: 3 clusters Score -5581800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -5581808.500000 Penalty: 12494.581055
	Iteration 23Q: 3 clusters Score -5581808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -5581811.000000 Penalty: 12494.581055
	Iteration 24Q: 3 clusters Score -5581811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -5581827.500000 Penalty: 12494.581055
	Iteration 25Q: 3 clusters Score -5581828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -5581832.500000 Penalty: 12494.581055
	Iteration 26Q: 3 clusters Score -5581832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -5581834.000000 Penalty: 12494.581055
	Iteration 27Q: 3 clusters Score -5581834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -5581841.000000 Penalty: 12494.581055
	Iteration 28Q: 3 clusters Score -5581841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5581855.500000 Penalty: 12494.581055
	Iteration 29Q: 3 clusters Score -5581856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -5581853.000000 Penalty: 12494.581055
	Iteration 30Q: 3 clusters Score -5581853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5581850.000000 Penalty: 12494.581055
	Iteration 31Q: 3 clusters Score -5581850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -5581845.500000 Penalty: 12494.581055
	Iteration 32Q: 3 clusters Score -5581846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -5581845.500000 Penalty: 12494.581055
	Iteration 33F: 3 clusters Score -5581846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Entering Unmasked Estep 
Score: -17927364.000000 Penalty: 6968.077148
	Iteration 0F: 2 clusters Score -1.792736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -17867732.000000 Penalty: 13936.154297
	Iteration 0F: 3 clusters Score -1.786773e+07 nChanged 39460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -17889298.000000 Penalty: 13936.154297
	Iteration 1F: 3 clusters Score -1.78893e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -17890388.000000 Penalty: 13936.154297
	Iteration 2Q: 3 clusters Score -1.789039e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -17891308.000000 Penalty: 13936.154297
	Iteration 3Q: 3 clusters Score -1.789131e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -17892456.000000 Penalty: 13936.154297
	Iteration 4Q: 3 clusters Score -1.789246e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -17893722.000000 Penalty: 13936.154297
	Iteration 5Q: 3 clusters Score -1.789372e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -17895460.000000 Penalty: 13936.154297
	Iteration 6Q: 3 clusters Score -1.789546e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -17898294.000000 Penalty: 13936.154297
	Iteration 7F: 3 clusters Score -1.789829e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -17902532.000000 Penalty: 13936.154297
	Iteration 8F: 3 clusters Score -1.790253e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -17907842.000000 Penalty: 13936.154297
	Iteration 9F: 3 clusters Score -1.790784e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78362 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -17913412.000000 Penalty: 13936.154297
	Iteration 10F: 3 clusters Score -1.791341e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -17917250.000000 Penalty: 13936.154297
	Iteration 11Q: 3 clusters Score -1.791725e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -17919264.000000 Penalty: 13936.154297
	Iteration 12Q: 3 clusters Score -1.791926e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -17920212.000000 Penalty: 13936.154297
	Iteration 13Q: 3 clusters Score -1.792021e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -17920626.000000 Penalty: 13936.154297
	Iteration 14Q: 3 clusters Score -1.792063e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -17920862.000000 Penalty: 13936.154297
	Iteration 15Q: 3 clusters Score -1.792086e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17921024.000000 Penalty: 13936.154297
	Iteration 16Q: 3 clusters Score -1.792102e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -17921104.000000 Penalty: 13936.154297
	Iteration 17Q: 3 clusters Score -1.79211e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17921150.000000 Penalty: 13936.154297
	Iteration 18Q: 3 clusters Score -1.792115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17921162.000000 Penalty: 13936.154297
	Iteration 19Q: 3 clusters Score -1.792116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17921200.000000 Penalty: 13936.154297
	Iteration 20F: 3 clusters Score -1.79212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86519 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17921212.000000 Penalty: 13936.154297
	Iteration 21Q: 3 clusters Score -1.792121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -17921214.000000 Penalty: 13936.154297
	Iteration 22Q: 3 clusters Score -1.792121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -17921232.000000 Penalty: 13936.154297
	Iteration 23Q: 3 clusters Score -1.792123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -17921228.000000 Penalty: 13936.154297
	Iteration 24Q: 3 clusters Score -1.792123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -17921228.000000 Penalty: 13936.154297
	Iteration 25Q: 3 clusters Score -1.792123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17921226.000000 Penalty: 13936.154297
	Iteration 26Q: 3 clusters Score -1.792123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -17921226.000000 Penalty: 13936.154297
	Iteration 27Q: 3 clusters Score -1.792123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -17921216.000000 Penalty: 13936.154297
	Iteration 28Q: 3 clusters Score -1.792122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -17921232.000000 Penalty: 13936.154297
	Iteration 29Q: 3 clusters Score -1.792123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -17921232.000000 Penalty: 13936.154297
	Iteration 30Q: 3 clusters Score -1.792123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -17921232.000000 Penalty: 13936.154297
	Iteration 31Q: 3 clusters Score -1.792123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -17921232.000000 Penalty: 13936.154297
	Iteration 32F: 3 clusters Score -1.792123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Entering Unmasked Estep 
Score: -1503180.625000 Penalty: 5466.840820
	Iteration 0F: 2 clusters Score -1503181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1494518.875000 Penalty: 10933.681641
	Iteration 0F: 3 clusters Score -1494519 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1496105.625000 Penalty: 10933.681641
	Iteration 1F: 3 clusters Score -1496106 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1496517.000000 Penalty: 10933.681641
	Iteration 2F: 3 clusters Score -1496517 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1496739.875000 Penalty: 10933.681641
	Iteration 3Q: 3 clusters Score -1496740 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1496873.625000 Penalty: 10933.681641
	Iteration 4Q: 3 clusters Score -1496874 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1496977.250000 Penalty: 10933.681641
	Iteration 5Q: 3 clusters Score -1496977 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1497050.000000 Penalty: 10933.681641
	Iteration 6Q: 3 clusters Score -1497050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1497103.000000 Penalty: 10933.681641
	Iteration 7Q: 3 clusters Score -1497103 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1497154.250000 Penalty: 10933.681641
	Iteration 8Q: 3 clusters Score -1497154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1497195.625000 Penalty: 10933.681641
	Iteration 9Q: 3 clusters Score -1497196 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1497247.875000 Penalty: 10933.681641
	Iteration 10Q: 3 clusters Score -1497248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1497295.000000 Penalty: 10933.681641
	Iteration 11Q: 3 clusters Score -1497295 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1497342.000000 Penalty: 10933.681641
	Iteration 12Q: 3 clusters Score -1497342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1497373.625000 Penalty: 10933.681641
	Iteration 13Q: 3 clusters Score -1497374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1497400.000000 Penalty: 10933.681641
	Iteration 14Q: 3 clusters Score -1497400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1497433.250000 Penalty: 10933.681641
	Iteration 15Q: 3 clusters Score -1497433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1497461.250000 Penalty: 10933.681641
	Iteration 16Q: 3 clusters Score -1497461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1497488.375000 Penalty: 10933.681641
	Iteration 17Q: 3 clusters Score -1497488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1497513.500000 Penalty: 10933.681641
	Iteration 18Q: 3 clusters Score -1497514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1497545.000000 Penalty: 10933.681641
	Iteration 19Q: 3 clusters Score -1497545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1497575.000000 Penalty: 10933.681641
	Iteration 20F: 3 clusters Score -1497575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1497594.875000 Penalty: 10933.681641
	Iteration 21Q: 3 clusters Score -1497595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1497612.625000 Penalty: 10933.681641
	Iteration 22Q: 3 clusters Score -1497613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1497631.625000 Penalty: 10933.681641
	Iteration 23Q: 3 clusters Score -1497632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1497647.125000 Penalty: 10933.681641
	Iteration 24Q: 3 clusters Score -1497647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1497674.500000 Penalty: 10933.681641
	Iteration 25Q: 3 clusters Score -1497674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1497692.375000 Penalty: 10933.681641
	Iteration 26Q: 3 clusters Score -1497692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1497711.875000 Penalty: 10933.681641
	Iteration 27Q: 3 clusters Score -1497712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1497731.625000 Penalty: 10933.681641
	Iteration 28Q: 3 clusters Score -1497732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1497751.125000 Penalty: 10933.681641
	Iteration 29Q: 3 clusters Score -1497751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1497770.125000 Penalty: 10933.681641
	Iteration 30Q: 3 clusters Score -1497770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1497792.000000 Penalty: 10933.681641
	Iteration 31Q: 3 clusters Score -1497792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1497805.250000 Penalty: 10933.681641
	Iteration 32Q: 3 clusters Score -1497805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1497823.125000 Penalty: 10933.681641
	Iteration 33Q: 3 clusters Score -1497823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1497840.125000 Penalty: 10933.681641
	Iteration 34Q: 3 clusters Score -1497840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1497860.750000 Penalty: 10933.681641
	Iteration 35Q: 3 clusters Score -1497861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1497871.875000 Penalty: 10933.681641
	Iteration 36Q: 3 clusters Score -1497872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1497881.125000 Penalty: 10933.681641
	Iteration 37Q: 3 clusters Score -1497881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1497889.125000 Penalty: 10933.681641
	Iteration 38Q: 3 clusters Score -1497889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1497898.375000 Penalty: 10933.681641
	Iteration 39Q: 3 clusters Score -1497898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1497902.750000 Penalty: 10933.681641
	Iteration 40F: 3 clusters Score -1497903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1497902.625000 Penalty: 10933.681641
	Iteration 41Q: 3 clusters Score -1497903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1497906.625000 Penalty: 10933.681641
	Iteration 42Q: 3 clusters Score -1497907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1497909.250000 Penalty: 10933.681641
	Iteration 43Q: 3 clusters Score -1497909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1497912.375000 Penalty: 10933.681641
	Iteration 44Q: 3 clusters Score -1497912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1497915.625000 Penalty: 10933.681641
	Iteration 45Q: 3 clusters Score -1497916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1497918.750000 Penalty: 10933.681641
	Iteration 46Q: 3 clusters Score -1497919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1497918.625000 Penalty: 10933.681641
	Iteration 47Q: 3 clusters Score -1497919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1497925.250000 Penalty: 10933.681641
	Iteration 48Q: 3 clusters Score -1497925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1497925.625000 Penalty: 10933.681641
	Iteration 49Q: 3 clusters Score -1497926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1497929.125000 Penalty: 10933.681641
	Iteration 50Q: 3 clusters Score -1497929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1497936.375000 Penalty: 10933.681641
	Iteration 51Q: 3 clusters Score -1497936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1497940.000000 Penalty: 10933.681641
	Iteration 52Q: 3 clusters Score -1497940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1497946.000000 Penalty: 10933.681641
	Iteration 53Q: 3 clusters Score -1497946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1497953.750000 Penalty: 10933.681641
	Iteration 54Q: 3 clusters Score -1497954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1497961.625000 Penalty: 10933.681641
	Iteration 55Q: 3 clusters Score -1497962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1497967.125000 Penalty: 10933.681641
	Iteration 56Q: 3 clusters Score -1497967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1497978.750000 Penalty: 10933.681641
	Iteration 57Q: 3 clusters Score -1497979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1497992.125000 Penalty: 10933.681641
	Iteration 58Q: 3 clusters Score -1497992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1498004.000000 Penalty: 10933.681641
	Iteration 59Q: 3 clusters Score -1498004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1498013.375000 Penalty: 10933.681641
	Iteration 60F: 3 clusters Score -1498013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1498021.375000 Penalty: 10933.681641
	Iteration 61Q: 3 clusters Score -1498021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1498037.000000 Penalty: 10933.681641
	Iteration 62Q: 3 clusters Score -1498037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1498041.375000 Penalty: 10933.681641
	Iteration 63Q: 3 clusters Score -1498041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1498048.750000 Penalty: 10933.681641
	Iteration 64Q: 3 clusters Score -1498049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1498057.000000 Penalty: 10933.681641
	Iteration 65Q: 3 clusters Score -1498057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1498072.875000 Penalty: 10933.681641
	Iteration 66Q: 3 clusters Score -1498073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1498076.250000 Penalty: 10933.681641
	Iteration 67Q: 3 clusters Score -1498076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1498083.125000 Penalty: 10933.681641
	Iteration 68Q: 3 clusters Score -1498083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1498092.125000 Penalty: 10933.681641
	Iteration 69Q: 3 clusters Score -1498092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1498102.500000 Penalty: 10933.681641
	Iteration 70Q: 3 clusters Score -1498102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1498103.250000 Penalty: 10933.681641
	Iteration 71Q: 3 clusters Score -1498103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1498105.625000 Penalty: 10933.681641
	Iteration 72Q: 3 clusters Score -1498106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1498110.125000 Penalty: 10933.681641
	Iteration 73Q: 3 clusters Score -1498110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1498114.625000 Penalty: 10933.681641
	Iteration 74Q: 3 clusters Score -1498115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1498117.000000 Penalty: 10933.681641
	Iteration 75Q: 3 clusters Score -1498117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1498120.000000 Penalty: 10933.681641
	Iteration 76Q: 3 clusters Score -1498120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1498124.125000 Penalty: 10933.681641
	Iteration 77Q: 3 clusters Score -1498124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1498131.500000 Penalty: 10933.681641
	Iteration 78Q: 3 clusters Score -1498132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1498132.875000 Penalty: 10933.681641
	Iteration 79Q: 3 clusters Score -1498133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1498137.750000 Penalty: 10933.681641
	Iteration 80F: 3 clusters Score -1498138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1498138.000000 Penalty: 10933.681641
	Iteration 81Q: 3 clusters Score -1498138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1498139.750000 Penalty: 10933.681641
	Iteration 82Q: 3 clusters Score -1498140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1498143.000000 Penalty: 10933.681641
	Iteration 83Q: 3 clusters Score -1498143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1498143.125000 Penalty: 10933.681641
	Iteration 84Q: 3 clusters Score -1498143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1498144.750000 Penalty: 10933.681641
	Iteration 85Q: 3 clusters Score -1498145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1498144.375000 Penalty: 10933.681641
	Iteration 86Q: 3 clusters Score -1498144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1498150.125000 Penalty: 10933.681641
	Iteration 87Q: 3 clusters Score -1498150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1498153.375000 Penalty: 10933.681641
	Iteration 88Q: 3 clusters Score -1498153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1498156.000000 Penalty: 10933.681641
	Iteration 89Q: 3 clusters Score -1498156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1498161.500000 Penalty: 10933.681641
	Iteration 90Q: 3 clusters Score -1498162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1498165.500000 Penalty: 10933.681641
	Iteration 91Q: 3 clusters Score -1498166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1498164.750000 Penalty: 10933.681641
	Iteration 92Q: 3 clusters Score -1498165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1498168.500000 Penalty: 10933.681641
	Iteration 93Q: 3 clusters Score -1498168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1498168.500000 Penalty: 10933.681641
	Iteration 94Q: 3 clusters Score -1498168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1498170.500000 Penalty: 10933.681641
	Iteration 95Q: 3 clusters Score -1498170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1498170.750000 Penalty: 10933.681641
	Iteration 96Q: 3 clusters Score -1498171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1498172.000000 Penalty: 10933.681641
	Iteration 97Q: 3 clusters Score -1498172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1498175.625000 Penalty: 10933.681641
	Iteration 98Q: 3 clusters Score -1498176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1498177.625000 Penalty: 10933.681641
	Iteration 99Q: 3 clusters Score -1498178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1498178.125000 Penalty: 10933.681641
	Iteration 100F: 3 clusters Score -1498178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1498178.750000 Penalty: 10933.681641
	Iteration 101Q: 3 clusters Score -1498179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1498178.750000 Penalty: 10933.681641
	Iteration 102F: 3 clusters Score -1498179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Entering Unmasked Estep 
Score: -5875203.500000 Penalty: 6288.570312
	Iteration 0F: 2 clusters Score -5875204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -5853057.500000 Penalty: 12577.140625
	Iteration 0F: 3 clusters Score -5853058 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5859682.500000 Penalty: 12577.140625
	Iteration 1F: 3 clusters Score -5859682 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -5860889.000000 Penalty: 12577.140625
	Iteration 2F: 3 clusters Score -5860889 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -5862280.500000 Penalty: 12577.140625
	Iteration 3F: 3 clusters Score -5862280 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -5864152.500000 Penalty: 12577.140625
	Iteration 4F: 3 clusters Score -5864152 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -5866541.000000 Penalty: 12577.140625
	Iteration 5F: 3 clusters Score -5866541 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -5868743.000000 Penalty: 12577.140625
	Iteration 6F: 3 clusters Score -5868743 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -5870418.500000 Penalty: 12577.140625
	Iteration 7F: 3 clusters Score -5870418 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -5871537.500000 Penalty: 12577.140625
	Iteration 8F: 3 clusters Score -5871538 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -5872252.500000 Penalty: 12577.140625
	Iteration 9Q: 3 clusters Score -5872252 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -5872711.000000 Penalty: 12577.140625
	Iteration 10Q: 3 clusters Score -5872711 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -5873089.000000 Penalty: 12577.140625
	Iteration 11Q: 3 clusters Score -5873089 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -5873378.500000 Penalty: 12577.140625
	Iteration 12Q: 3 clusters Score -5873378 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -5873542.000000 Penalty: 12577.140625
	Iteration 13Q: 3 clusters Score -5873542 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -5873698.000000 Penalty: 12577.140625
	Iteration 14Q: 3 clusters Score -5873698 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -5873787.500000 Penalty: 12577.140625
	Iteration 15Q: 3 clusters Score -5873788 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5873864.500000 Penalty: 12577.140625
	Iteration 16Q: 3 clusters Score -5873864 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -5873920.500000 Penalty: 12577.140625
	Iteration 17Q: 3 clusters Score -5873920 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -5873931.000000 Penalty: 12577.140625
	Iteration 18Q: 3 clusters Score -5873931 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -5873937.000000 Penalty: 12577.140625
	Iteration 19Q: 3 clusters Score -5873937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -5873964.000000 Penalty: 12577.140625
	Iteration 20F: 3 clusters Score -5873964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -5873989.000000 Penalty: 12577.140625
	Iteration 21Q: 3 clusters Score -5873989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -5874000.000000 Penalty: 12577.140625
	Iteration 22Q: 3 clusters Score -5874000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -5873995.500000 Penalty: 12577.140625
	Iteration 23Q: 3 clusters Score -5873996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -5874002.000000 Penalty: 12577.140625
	Iteration 24Q: 3 clusters Score -5874002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -5874013.500000 Penalty: 12577.140625
	Iteration 25Q: 3 clusters Score -5874014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -5874052.000000 Penalty: 12577.140625
	Iteration 26Q: 3 clusters Score -5874052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -5874065.000000 Penalty: 12577.140625
	Iteration 27Q: 3 clusters Score -5874065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -5874084.500000 Penalty: 12577.140625
	Iteration 28Q: 3 clusters Score -5874084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -5874095.000000 Penalty: 12577.140625
	Iteration 29Q: 3 clusters Score -5874095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5874111.000000 Penalty: 12577.140625
	Iteration 30Q: 3 clusters Score -5874111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -5874105.500000 Penalty: 12577.140625
	Iteration 31Q: 3 clusters Score -5874106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -5874133.500000 Penalty: 12577.140625
	Iteration 32Q: 3 clusters Score -5874134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5874150.000000 Penalty: 12577.140625
	Iteration 33Q: 3 clusters Score -5874150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -5874170.500000 Penalty: 12577.140625
	Iteration 34Q: 3 clusters Score -5874170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5874166.500000 Penalty: 12577.140625
	Iteration 35Q: 3 clusters Score -5874166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -5874177.500000 Penalty: 12577.140625
	Iteration 36Q: 3 clusters Score -5874178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5874186.500000 Penalty: 12577.140625
	Iteration 37Q: 3 clusters Score -5874186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5874200.000000 Penalty: 12577.140625
	Iteration 38Q: 3 clusters Score -5874200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -5874208.500000 Penalty: 12577.140625
	Iteration 39Q: 3 clusters Score -5874208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -5874201.500000 Penalty: 12577.140625
	Iteration 40F: 3 clusters Score -5874202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5874205.000000 Penalty: 12577.140625
	Iteration 41Q: 3 clusters Score -5874205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5874186.000000 Penalty: 12577.140625
	Iteration 42Q: 3 clusters Score -5874186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5874203.500000 Penalty: 12577.140625
	Iteration 43Q: 3 clusters Score -5874204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -5874209.500000 Penalty: 12577.140625
	Iteration 44Q: 3 clusters Score -5874210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5874213.500000 Penalty: 12577.140625
	Iteration 45Q: 3 clusters Score -5874214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -5874205.000000 Penalty: 12577.140625
	Iteration 46Q: 3 clusters Score -5874205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -5874209.500000 Penalty: 12577.140625
	Iteration 47Q: 3 clusters Score -5874210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5874206.000000 Penalty: 12577.140625
	Iteration 48Q: 3 clusters Score -5874206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5874215.000000 Penalty: 12577.140625
	Iteration 49Q: 3 clusters Score -5874215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5874215.500000 Penalty: 12577.140625
	Iteration 50Q: 3 clusters Score -5874216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5874212.500000 Penalty: 12577.140625
	Iteration 51Q: 3 clusters Score -5874212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -5874207.500000 Penalty: 12577.140625
	Iteration 52Q: 3 clusters Score -5874208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5874202.000000 Penalty: 12577.140625
	Iteration 53Q: 3 clusters Score -5874202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -5874203.000000 Penalty: 12577.140625
	Iteration 54Q: 3 clusters Score -5874203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5874200.500000 Penalty: 12577.140625
	Iteration 55Q: 3 clusters Score -5874200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -5874199.000000 Penalty: 12577.140625
	Iteration 56Q: 3 clusters Score -5874199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -5874199.000000 Penalty: 12577.140625
	Iteration 57F: 3 clusters Score -5874199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Entering Unmasked Estep 
Score: -5285225.500000 Penalty: 6219.809570
	Iteration 0F: 2 clusters Score -5285226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -5265141.500000 Penalty: 12439.619141
	Iteration 0F: 3 clusters Score -5265142 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -5271162.000000 Penalty: 12439.619141
	Iteration 1F: 3 clusters Score -5271162 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -5272182.000000 Penalty: 12439.619141
	Iteration 2F: 3 clusters Score -5272182 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -5273040.500000 Penalty: 12439.619141
	Iteration 3F: 3 clusters Score -5273040 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -5273858.000000 Penalty: 12439.619141
	Iteration 4F: 3 clusters Score -5273858 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -5274754.000000 Penalty: 12439.619141
	Iteration 5F: 3 clusters Score -5274754 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5275683.500000 Penalty: 12439.619141
	Iteration 6F: 3 clusters Score -5275684 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -5276661.500000 Penalty: 12439.619141
	Iteration 7F: 3 clusters Score -5276662 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -5277590.500000 Penalty: 12439.619141
	Iteration 8F: 3 clusters Score -5277590 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5278367.500000 Penalty: 12439.619141
	Iteration 9Q: 3 clusters Score -5278368 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -5279011.500000 Penalty: 12439.619141
	Iteration 10Q: 3 clusters Score -5279012 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -5279460.500000 Penalty: 12439.619141
	Iteration 11Q: 3 clusters Score -5279460 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -5279794.000000 Penalty: 12439.619141
	Iteration 12Q: 3 clusters Score -5279794 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -5280029.500000 Penalty: 12439.619141
	Iteration 13Q: 3 clusters Score -5280030 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -5280194.500000 Penalty: 12439.619141
	Iteration 14Q: 3 clusters Score -5280194 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -5280283.500000 Penalty: 12439.619141
	Iteration 15Q: 3 clusters Score -5280284 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -5280388.500000 Penalty: 12439.619141
	Iteration 16Q: 3 clusters Score -5280388 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5280432.000000 Penalty: 12439.619141
	Iteration 17Q: 3 clusters Score -5280432 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -5280466.000000 Penalty: 12439.619141
	Iteration 18Q: 3 clusters Score -5280466 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -5280480.500000 Penalty: 12439.619141
	Iteration 19Q: 3 clusters Score -5280480 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -5280492.500000 Penalty: 12439.619141
	Iteration 20F: 3 clusters Score -5280492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -5280509.500000 Penalty: 12439.619141
	Iteration 21Q: 3 clusters Score -5280510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -5280537.000000 Penalty: 12439.619141
	Iteration 22Q: 3 clusters Score -5280537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5280567.000000 Penalty: 12439.619141
	Iteration 23Q: 3 clusters Score -5280567 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -5280559.000000 Penalty: 12439.619141
	Iteration 24Q: 3 clusters Score -5280559 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -5280608.500000 Penalty: 12439.619141
	Iteration 25Q: 3 clusters Score -5280608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -5280634.500000 Penalty: 12439.619141
	Iteration 26Q: 3 clusters Score -5280634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -5280687.000000 Penalty: 12439.619141
	Iteration 27Q: 3 clusters Score -5280687 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -5280715.500000 Penalty: 12439.619141
	Iteration 28Q: 3 clusters Score -5280716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -5280740.500000 Penalty: 12439.619141
	Iteration 29Q: 3 clusters Score -5280740 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -5280764.500000 Penalty: 12439.619141
	Iteration 30Q: 3 clusters Score -5280764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -5280814.000000 Penalty: 12439.619141
	Iteration 31Q: 3 clusters Score -5280814 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -5280835.500000 Penalty: 12439.619141
	Iteration 32Q: 3 clusters Score -5280836 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5280860.000000 Penalty: 12439.619141
	Iteration 33Q: 3 clusters Score -5280860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -5280917.500000 Penalty: 12439.619141
	Iteration 34Q: 3 clusters Score -5280918 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -5280908.500000 Penalty: 12439.619141
	Iteration 35Q: 3 clusters Score -5280908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -5280934.000000 Penalty: 12439.619141
	Iteration 36Q: 3 clusters Score -5280934 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -5280952.500000 Penalty: 12439.619141
	Iteration 37Q: 3 clusters Score -5280952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5280963.000000 Penalty: 12439.619141
	Iteration 38Q: 3 clusters Score -5280963 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -5281008.000000 Penalty: 12439.619141
	Iteration 39Q: 3 clusters Score -5281008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -5281023.500000 Penalty: 12439.619141
	Iteration 40F: 3 clusters Score -5281024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -5281044.000000 Penalty: 12439.619141
	Iteration 41Q: 3 clusters Score -5281044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5281097.000000 Penalty: 12439.619141
	Iteration 42Q: 3 clusters Score -5281097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -5281113.500000 Penalty: 12439.619141
	Iteration 43Q: 3 clusters Score -5281114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5281136.000000 Penalty: 12439.619141
	Iteration 44Q: 3 clusters Score -5281136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -5281179.000000 Penalty: 12439.619141
	Iteration 45Q: 3 clusters Score -5281179 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -5281186.000000 Penalty: 12439.619141
	Iteration 46Q: 3 clusters Score -5281186 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5281239.000000 Penalty: 12439.619141
	Iteration 47Q: 3 clusters Score -5281239 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -5281280.500000 Penalty: 12439.619141
	Iteration 48Q: 3 clusters Score -5281280 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -5281334.500000 Penalty: 12439.619141
	Iteration 49Q: 3 clusters Score -5281334 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5281380.500000 Penalty: 12439.619141
	Iteration 50Q: 3 clusters Score -5281380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -5281435.000000 Penalty: 12439.619141
	Iteration 51Q: 3 clusters Score -5281435 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -5281445.500000 Penalty: 12439.619141
	Iteration 52Q: 3 clusters Score -5281446 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -5281499.000000 Penalty: 12439.619141
	Iteration 53Q: 3 clusters Score -5281499 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -5281504.000000 Penalty: 12439.619141
	Iteration 54Q: 3 clusters Score -5281504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5281532.000000 Penalty: 12439.619141
	Iteration 55Q: 3 clusters Score -5281532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5281530.500000 Penalty: 12439.619141
	Iteration 56Q: 3 clusters Score -5281530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -5281534.500000 Penalty: 12439.619141
	Iteration 57Q: 3 clusters Score -5281534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5281557.500000 Penalty: 12439.619141
	Iteration 58Q: 3 clusters Score -5281558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -5281566.000000 Penalty: 12439.619141
	Iteration 59Q: 3 clusters Score -5281566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -5281582.000000 Penalty: 12439.619141
	Iteration 60F: 3 clusters Score -5281582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5281603.000000 Penalty: 12439.619141
	Iteration 61Q: 3 clusters Score -5281603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -5281614.000000 Penalty: 12439.619141
	Iteration 62Q: 3 clusters Score -5281614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -5281618.000000 Penalty: 12439.619141
	Iteration 63Q: 3 clusters Score -5281618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -5281610.000000 Penalty: 12439.619141
	Iteration 64Q: 3 clusters Score -5281610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -5281607.500000 Penalty: 12439.619141
	Iteration 65Q: 3 clusters Score -5281608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5281613.000000 Penalty: 12439.619141
	Iteration 66Q: 3 clusters Score -5281613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -5281621.000000 Penalty: 12439.619141
	Iteration 67Q: 3 clusters Score -5281621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -5281625.000000 Penalty: 12439.619141
	Iteration 68Q: 3 clusters Score -5281625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5281627.500000 Penalty: 12439.619141
	Iteration 69Q: 3 clusters Score -5281628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -5281644.000000 Penalty: 12439.619141
	Iteration 70Q: 3 clusters Score -5281644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -5281646.000000 Penalty: 12439.619141
	Iteration 71Q: 3 clusters Score -5281646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -5281645.500000 Penalty: 12439.619141
	Iteration 72Q: 3 clusters Score -5281646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -5281652.500000 Penalty: 12439.619141
	Iteration 73Q: 3 clusters Score -5281652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5281656.000000 Penalty: 12439.619141
	Iteration 74Q: 3 clusters Score -5281656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -5281647.500000 Penalty: 12439.619141
	Iteration 75Q: 3 clusters Score -5281648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5281643.000000 Penalty: 12439.619141
	Iteration 76Q: 3 clusters Score -5281643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -5281657.500000 Penalty: 12439.619141
	Iteration 77Q: 3 clusters Score -5281658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -5281657.500000 Penalty: 12439.619141
	Iteration 78Q: 3 clusters Score -5281658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -5281655.000000 Penalty: 12439.619141
	Iteration 79Q: 3 clusters Score -5281655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5281662.500000 Penalty: 12439.619141
	Iteration 80F: 3 clusters Score -5281662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -5281661.500000 Penalty: 12439.619141
	Iteration 81Q: 3 clusters Score -5281662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -5281662.000000 Penalty: 12439.619141
	Iteration 82Q: 3 clusters Score -5281662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5281672.000000 Penalty: 12439.619141
	Iteration 83Q: 3 clusters Score -5281672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -5281667.000000 Penalty: 12439.619141
	Iteration 84Q: 3 clusters Score -5281667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -5281659.500000 Penalty: 12439.619141
	Iteration 85Q: 3 clusters Score -5281660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -5281659.500000 Penalty: 12439.619141
	Iteration 86Q: 3 clusters Score -5281660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -5281665.500000 Penalty: 12439.619141
	Iteration 87Q: 3 clusters Score -5281666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -5281664.500000 Penalty: 12439.619141
	Iteration 88Q: 3 clusters Score -5281664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -5281661.500000 Penalty: 12439.619141
	Iteration 89Q: 3 clusters Score -5281662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -5281665.500000 Penalty: 12439.619141
	Iteration 90Q: 3 clusters Score -5281666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -5281665.500000 Penalty: 12439.619141
	Iteration 91Q: 3 clusters Score -5281666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -5281655.500000 Penalty: 12439.619141
	Iteration 92Q: 3 clusters Score -5281656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -5281662.000000 Penalty: 12439.619141
	Iteration 93Q: 3 clusters Score -5281662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -5281667.000000 Penalty: 12439.619141
	Iteration 94Q: 3 clusters Score -5281667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -5281667.000000 Penalty: 12439.619141
	Iteration 95Q: 3 clusters Score -5281667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -5281666.000000 Penalty: 12439.619141
	Iteration 96Q: 3 clusters Score -5281666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -5281664.000000 Penalty: 12439.619141
	Iteration 97Q: 3 clusters Score -5281664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -5281667.500000 Penalty: 12439.619141
	Iteration 98Q: 3 clusters Score -5281668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -5281665.500000 Penalty: 12439.619141
	Iteration 99Q: 3 clusters Score -5281666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -5281668.500000 Penalty: 12439.619141
	Iteration 100F: 3 clusters Score -5281668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -5281668.000000 Penalty: 12439.619141
	Iteration 101Q: 3 clusters Score -5281668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -5281673.000000 Penalty: 12439.619141
	Iteration 102Q: 3 clusters Score -5281673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -5281673.500000 Penalty: 12439.619141
	Iteration 103Q: 3 clusters Score -5281674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -5281684.500000 Penalty: 12439.619141
	Iteration 104Q: 3 clusters Score -5281684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5281688.500000 Penalty: 12439.619141
	Iteration 105Q: 3 clusters Score -5281688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5281688.000000 Penalty: 12439.619141
	Iteration 106Q: 3 clusters Score -5281688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5281688.000000 Penalty: 12439.619141
	Iteration 107F: 3 clusters Score -5281688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Entering Unmasked Estep 
Score: -12871988.000000 Penalty: 6761.747559
	Iteration 0F: 2 clusters Score -1.287199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -12828367.000000 Penalty: 13523.495117
	Iteration 0F: 3 clusters Score -1.282837e+07 nChanged 27855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -12843247.000000 Penalty: 13523.495117
	Iteration 1F: 3 clusters Score -1.284325e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -12844105.000000 Penalty: 13523.495117
	Iteration 2Q: 3 clusters Score -1.28441e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -12844826.000000 Penalty: 13523.495117
	Iteration 3Q: 3 clusters Score -1.284483e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -12845401.000000 Penalty: 13523.495117
	Iteration 4Q: 3 clusters Score -1.28454e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -12845910.000000 Penalty: 13523.495117
	Iteration 5Q: 3 clusters Score -1.284591e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -12846419.000000 Penalty: 13523.495117
	Iteration 6Q: 3 clusters Score -1.284642e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -12847101.000000 Penalty: 13523.495117
	Iteration 7Q: 3 clusters Score -1.28471e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -12847943.000000 Penalty: 13523.495117
	Iteration 8Q: 3 clusters Score -1.284794e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -12848891.000000 Penalty: 13523.495117
	Iteration 9Q: 3 clusters Score -1.284889e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -12850426.000000 Penalty: 13523.495117
	Iteration 10Q: 3 clusters Score -1.285043e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -12852289.000000 Penalty: 13523.495117
	Iteration 11Q: 3 clusters Score -1.285229e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -12854368.000000 Penalty: 13523.495117
	Iteration 12Q: 3 clusters Score -1.285437e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -12856519.000000 Penalty: 13523.495117
	Iteration 13Q: 3 clusters Score -1.285652e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -12858680.000000 Penalty: 13523.495117
	Iteration 14Q: 3 clusters Score -1.285868e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -12860573.000000 Penalty: 13523.495117
	Iteration 15Q: 3 clusters Score -1.286057e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -12862262.000000 Penalty: 13523.495117
	Iteration 16Q: 3 clusters Score -1.286226e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -12863630.000000 Penalty: 13523.495117
	Iteration 17Q: 3 clusters Score -1.286363e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -12864798.000000 Penalty: 13523.495117
	Iteration 18Q: 3 clusters Score -1.28648e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -12865577.000000 Penalty: 13523.495117
	Iteration 19Q: 3 clusters Score -1.286558e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -12866180.000000 Penalty: 13523.495117
	Iteration 20F: 3 clusters Score -1.286618e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -12866660.000000 Penalty: 13523.495117
	Iteration 21Q: 3 clusters Score -1.286666e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -12866884.000000 Penalty: 13523.495117
	Iteration 22Q: 3 clusters Score -1.286688e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -12867098.000000 Penalty: 13523.495117
	Iteration 23Q: 3 clusters Score -1.28671e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -12867213.000000 Penalty: 13523.495117
	Iteration 24Q: 3 clusters Score -1.286721e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -12867265.000000 Penalty: 13523.495117
	Iteration 25Q: 3 clusters Score -1.286726e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -12867332.000000 Penalty: 13523.495117
	Iteration 26Q: 3 clusters Score -1.286733e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -12867384.000000 Penalty: 13523.495117
	Iteration 27Q: 3 clusters Score -1.286738e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -12867443.000000 Penalty: 13523.495117
	Iteration 28Q: 3 clusters Score -1.286744e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -12867451.000000 Penalty: 13523.495117
	Iteration 29Q: 3 clusters Score -1.286745e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -12867470.000000 Penalty: 13523.495117
	Iteration 30Q: 3 clusters Score -1.286747e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -12867498.000000 Penalty: 13523.495117
	Iteration 31Q: 3 clusters Score -1.28675e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -12867488.000000 Penalty: 13523.495117
	Iteration 32Q: 3 clusters Score -1.286749e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -12867498.000000 Penalty: 13523.495117
	Iteration 33Q: 3 clusters Score -1.28675e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -12867513.000000 Penalty: 13523.495117
	Iteration 34Q: 3 clusters Score -1.286751e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -12867521.000000 Penalty: 13523.495117
	Iteration 35Q: 3 clusters Score -1.286752e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -12867533.000000 Penalty: 13523.495117
	Iteration 36Q: 3 clusters Score -1.286753e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -12867537.000000 Penalty: 13523.495117
	Iteration 37Q: 3 clusters Score -1.286754e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -12867542.000000 Penalty: 13523.495117
	Iteration 38Q: 3 clusters Score -1.286754e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -12867538.000000 Penalty: 13523.495117
	Iteration 39Q: 3 clusters Score -1.286754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -12867530.000000 Penalty: 13523.495117
	Iteration 40F: 3 clusters Score -1.286753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -12867532.000000 Penalty: 13523.495117
	Iteration 41Q: 3 clusters Score -1.286753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -12867538.000000 Penalty: 13523.495117
	Iteration 42Q: 3 clusters Score -1.286754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -12867556.000000 Penalty: 13523.495117
	Iteration 43Q: 3 clusters Score -1.286756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -12867557.000000 Penalty: 13523.495117
	Iteration 44Q: 3 clusters Score -1.286756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -12867563.000000 Penalty: 13523.495117
	Iteration 45Q: 3 clusters Score -1.286756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -12867568.000000 Penalty: 13523.495117
	Iteration 46Q: 3 clusters Score -1.286757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -12867567.000000 Penalty: 13523.495117
	Iteration 47Q: 3 clusters Score -1.286757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -12867568.000000 Penalty: 13523.495117
	Iteration 48Q: 3 clusters Score -1.286757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -12867567.000000 Penalty: 13523.495117
	Iteration 49Q: 3 clusters Score -1.286757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -12867566.000000 Penalty: 13523.495117
	Iteration 50Q: 3 clusters Score -1.286757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -12867575.000000 Penalty: 13523.495117
	Iteration 51Q: 3 clusters Score -1.286758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -12867573.000000 Penalty: 13523.495117
	Iteration 52Q: 3 clusters Score -1.286757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -12867539.000000 Penalty: 13523.495117
	Iteration 53Q: 3 clusters Score -1.286754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -12867541.000000 Penalty: 13523.495117
	Iteration 54Q: 3 clusters Score -1.286754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -12867536.000000 Penalty: 13523.495117
	Iteration 55Q: 3 clusters Score -1.286754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -12867538.000000 Penalty: 13523.495117
	Iteration 56Q: 3 clusters Score -1.286754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -12867557.000000 Penalty: 13523.495117
	Iteration 57Q: 3 clusters Score -1.286756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -12867554.000000 Penalty: 13523.495117
	Iteration 58Q: 3 clusters Score -1.286755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -12867545.000000 Penalty: 13523.495117
	Iteration 59Q: 3 clusters Score -1.286754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -12867543.000000 Penalty: 13523.495117
	Iteration 60F: 3 clusters Score -1.286754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -12867547.000000 Penalty: 13523.495117
	Iteration 61Q: 3 clusters Score -1.286755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -12867547.000000 Penalty: 13523.495117
	Iteration 62Q: 3 clusters Score -1.286755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -12867539.000000 Penalty: 13523.495117
	Iteration 63Q: 3 clusters Score -1.286754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -12867552.000000 Penalty: 13523.495117
	Iteration 64Q: 3 clusters Score -1.286755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -12867558.000000 Penalty: 13523.495117
	Iteration 65Q: 3 clusters Score -1.286756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -12867550.000000 Penalty: 13523.495117
	Iteration 66Q: 3 clusters Score -1.286755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -12867562.000000 Penalty: 13523.495117
	Iteration 67Q: 3 clusters Score -1.286756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -12867572.000000 Penalty: 13523.495117
	Iteration 68Q: 3 clusters Score -1.286757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -12867566.000000 Penalty: 13523.495117
	Iteration 69Q: 3 clusters Score -1.286757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -12867575.000000 Penalty: 13523.495117
	Iteration 70Q: 3 clusters Score -1.286758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -12867569.000000 Penalty: 13523.495117
	Iteration 71Q: 3 clusters Score -1.286757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -12867567.000000 Penalty: 13523.495117
	Iteration 72Q: 3 clusters Score -1.286757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -12867558.000000 Penalty: 13523.495117
	Iteration 73Q: 3 clusters Score -1.286756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -12867557.000000 Penalty: 13523.495117
	Iteration 74Q: 3 clusters Score -1.286756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -12867562.000000 Penalty: 13523.495117
	Iteration 75Q: 3 clusters Score -1.286756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -12867562.000000 Penalty: 13523.495117
	Iteration 76F: 3 clusters Score -1.286756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -1067658.000000 Penalty: 5267.312500
	Iteration 0F: 2 clusters Score -1067658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1060320.125000 Penalty: 10534.625000
	Iteration 0F: 3 clusters Score -1060320 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1061619.875000 Penalty: 10534.625000
	Iteration 1F: 3 clusters Score -1061620 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1061970.375000 Penalty: 10534.625000
	Iteration 2F: 3 clusters Score -1061970 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1062164.875000 Penalty: 10534.625000
	Iteration 3Q: 3 clusters Score -1062165 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1062305.625000 Penalty: 10534.625000
	Iteration 4Q: 3 clusters Score -1062306 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1062402.750000 Penalty: 10534.625000
	Iteration 5Q: 3 clusters Score -1062403 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1062463.500000 Penalty: 10534.625000
	Iteration 6Q: 3 clusters Score -1062464 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1062521.750000 Penalty: 10534.625000
	Iteration 7Q: 3 clusters Score -1062522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1062562.750000 Penalty: 10534.625000
	Iteration 8Q: 3 clusters Score -1062563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1062596.625000 Penalty: 10534.625000
	Iteration 9Q: 3 clusters Score -1062597 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1062626.375000 Penalty: 10534.625000
	Iteration 10Q: 3 clusters Score -1062626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1062655.000000 Penalty: 10534.625000
	Iteration 11Q: 3 clusters Score -1062655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1062675.500000 Penalty: 10534.625000
	Iteration 12Q: 3 clusters Score -1062676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1062695.250000 Penalty: 10534.625000
	Iteration 13Q: 3 clusters Score -1062695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1062714.750000 Penalty: 10534.625000
	Iteration 14Q: 3 clusters Score -1062715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1062729.875000 Penalty: 10534.625000
	Iteration 15Q: 3 clusters Score -1062730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1062749.125000 Penalty: 10534.625000
	Iteration 16Q: 3 clusters Score -1062749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1062770.625000 Penalty: 10534.625000
	Iteration 17Q: 3 clusters Score -1062771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1062781.125000 Penalty: 10534.625000
	Iteration 18Q: 3 clusters Score -1062781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1062802.375000 Penalty: 10534.625000
	Iteration 19Q: 3 clusters Score -1062802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1062826.000000 Penalty: 10534.625000
	Iteration 20F: 3 clusters Score -1062826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1062848.750000 Penalty: 10534.625000
	Iteration 21Q: 3 clusters Score -1062849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1062858.250000 Penalty: 10534.625000
	Iteration 22Q: 3 clusters Score -1062858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1062869.375000 Penalty: 10534.625000
	Iteration 23Q: 3 clusters Score -1062869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1062883.500000 Penalty: 10534.625000
	Iteration 24Q: 3 clusters Score -1062884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1062895.125000 Penalty: 10534.625000
	Iteration 25Q: 3 clusters Score -1062895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1062910.500000 Penalty: 10534.625000
	Iteration 26Q: 3 clusters Score -1062910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1062924.875000 Penalty: 10534.625000
	Iteration 27Q: 3 clusters Score -1062925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1062943.625000 Penalty: 10534.625000
	Iteration 28Q: 3 clusters Score -1062944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1062957.250000 Penalty: 10534.625000
	Iteration 29Q: 3 clusters Score -1062957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1062974.250000 Penalty: 10534.625000
	Iteration 30Q: 3 clusters Score -1062974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1062987.875000 Penalty: 10534.625000
	Iteration 31Q: 3 clusters Score -1062988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1063000.750000 Penalty: 10534.625000
	Iteration 32Q: 3 clusters Score -1063001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1063014.250000 Penalty: 10534.625000
	Iteration 33Q: 3 clusters Score -1063014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1063024.750000 Penalty: 10534.625000
	Iteration 34Q: 3 clusters Score -1063025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1063036.625000 Penalty: 10534.625000
	Iteration 35Q: 3 clusters Score -1063037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1063043.500000 Penalty: 10534.625000
	Iteration 36Q: 3 clusters Score -1063044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1063051.625000 Penalty: 10534.625000
	Iteration 37Q: 3 clusters Score -1063052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1063062.500000 Penalty: 10534.625000
	Iteration 38Q: 3 clusters Score -1063062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1063077.375000 Penalty: 10534.625000
	Iteration 39Q: 3 clusters Score -1063077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1063092.750000 Penalty: 10534.625000
	Iteration 40F: 3 clusters Score -1063093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1063102.750000 Penalty: 10534.625000
	Iteration 41Q: 3 clusters Score -1063103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1063108.500000 Penalty: 10534.625000
	Iteration 42Q: 3 clusters Score -1063108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1063117.375000 Penalty: 10534.625000
	Iteration 43Q: 3 clusters Score -1063117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1063120.875000 Penalty: 10534.625000
	Iteration 44Q: 3 clusters Score -1063121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1063128.875000 Penalty: 10534.625000
	Iteration 45Q: 3 clusters Score -1063129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1063134.500000 Penalty: 10534.625000
	Iteration 46Q: 3 clusters Score -1063134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1063137.750000 Penalty: 10534.625000
	Iteration 47Q: 3 clusters Score -1063138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1063143.875000 Penalty: 10534.625000
	Iteration 48Q: 3 clusters Score -1063144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1063148.000000 Penalty: 10534.625000
	Iteration 49Q: 3 clusters Score -1063148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1063151.750000 Penalty: 10534.625000
	Iteration 50Q: 3 clusters Score -1063152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1063156.375000 Penalty: 10534.625000
	Iteration 51Q: 3 clusters Score -1063156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1063162.125000 Penalty: 10534.625000
	Iteration 52Q: 3 clusters Score -1063162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1063166.250000 Penalty: 10534.625000
	Iteration 53Q: 3 clusters Score -1063166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1063171.125000 Penalty: 10534.625000
	Iteration 54Q: 3 clusters Score -1063171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1063175.625000 Penalty: 10534.625000
	Iteration 55Q: 3 clusters Score -1063176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1063184.250000 Penalty: 10534.625000
	Iteration 56Q: 3 clusters Score -1063184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1063191.625000 Penalty: 10534.625000
	Iteration 57Q: 3 clusters Score -1063192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1063199.500000 Penalty: 10534.625000
	Iteration 58Q: 3 clusters Score -1063200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1063203.750000 Penalty: 10534.625000
	Iteration 59Q: 3 clusters Score -1063204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1063208.500000 Penalty: 10534.625000
	Iteration 60F: 3 clusters Score -1063208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1063214.375000 Penalty: 10534.625000
	Iteration 61Q: 3 clusters Score -1063214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1063219.750000 Penalty: 10534.625000
	Iteration 62Q: 3 clusters Score -1063220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1063225.000000 Penalty: 10534.625000
	Iteration 63Q: 3 clusters Score -1063225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1063229.375000 Penalty: 10534.625000
	Iteration 64Q: 3 clusters Score -1063229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1063232.125000 Penalty: 10534.625000
	Iteration 65Q: 3 clusters Score -1063232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1063239.875000 Penalty: 10534.625000
	Iteration 66Q: 3 clusters Score -1063240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1063247.000000 Penalty: 10534.625000
	Iteration 67Q: 3 clusters Score -1063247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1063258.000000 Penalty: 10534.625000
	Iteration 68Q: 3 clusters Score -1063258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1063267.250000 Penalty: 10534.625000
	Iteration 69Q: 3 clusters Score -1063267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1063278.750000 Penalty: 10534.625000
	Iteration 70Q: 3 clusters Score -1063279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1063286.375000 Penalty: 10534.625000
	Iteration 71Q: 3 clusters Score -1063286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1063294.125000 Penalty: 10534.625000
	Iteration 72Q: 3 clusters Score -1063294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1063305.875000 Penalty: 10534.625000
	Iteration 73Q: 3 clusters Score -1063306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1063315.750000 Penalty: 10534.625000
	Iteration 74Q: 3 clusters Score -1063316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1063324.125000 Penalty: 10534.625000
	Iteration 75Q: 3 clusters Score -1063324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1063335.250000 Penalty: 10534.625000
	Iteration 76Q: 3 clusters Score -1063335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1063340.875000 Penalty: 10534.625000
	Iteration 77Q: 3 clusters Score -1063341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1063347.875000 Penalty: 10534.625000
	Iteration 78Q: 3 clusters Score -1063348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1063354.000000 Penalty: 10534.625000
	Iteration 79Q: 3 clusters Score -1063354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1063360.750000 Penalty: 10534.625000
	Iteration 80F: 3 clusters Score -1063361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1063369.250000 Penalty: 10534.625000
	Iteration 81Q: 3 clusters Score -1063369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1063383.000000 Penalty: 10534.625000
	Iteration 82Q: 3 clusters Score -1063383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1063398.000000 Penalty: 10534.625000
	Iteration 83Q: 3 clusters Score -1063398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1063416.375000 Penalty: 10534.625000
	Iteration 84Q: 3 clusters Score -1063416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1063431.875000 Penalty: 10534.625000
	Iteration 85Q: 3 clusters Score -1063432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1063448.250000 Penalty: 10534.625000
	Iteration 86Q: 3 clusters Score -1063448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1063459.250000 Penalty: 10534.625000
	Iteration 87Q: 3 clusters Score -1063459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1063477.375000 Penalty: 10534.625000
	Iteration 88Q: 3 clusters Score -1063477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1063508.875000 Penalty: 10534.625000
	Iteration 89Q: 3 clusters Score -1063509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1063547.250000 Penalty: 10534.625000
	Iteration 90Q: 3 clusters Score -1063547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1063576.250000 Penalty: 10534.625000
	Iteration 91Q: 3 clusters Score -1063576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1063613.000000 Penalty: 10534.625000
	Iteration 92Q: 3 clusters Score -1063613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1063640.125000 Penalty: 10534.625000
	Iteration 93Q: 3 clusters Score -1063640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1063654.375000 Penalty: 10534.625000
	Iteration 94Q: 3 clusters Score -1063654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1063672.625000 Penalty: 10534.625000
	Iteration 95Q: 3 clusters Score -1063673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1063688.875000 Penalty: 10534.625000
	Iteration 96Q: 3 clusters Score -1063689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1063711.875000 Penalty: 10534.625000
	Iteration 97Q: 3 clusters Score -1063712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1063725.375000 Penalty: 10534.625000
	Iteration 98Q: 3 clusters Score -1063725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1063738.250000 Penalty: 10534.625000
	Iteration 99Q: 3 clusters Score -1063738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1063747.375000 Penalty: 10534.625000
	Iteration 100F: 3 clusters Score -1063747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1063756.500000 Penalty: 10534.625000
	Iteration 101Q: 3 clusters Score -1063756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1063759.500000 Penalty: 10534.625000
	Iteration 102Q: 3 clusters Score -1063760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1063769.250000 Penalty: 10534.625000
	Iteration 103Q: 3 clusters Score -1063769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1063775.000000 Penalty: 10534.625000
	Iteration 104Q: 3 clusters Score -1063775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1063775.875000 Penalty: 10534.625000
	Iteration 105Q: 3 clusters Score -1063776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1063779.125000 Penalty: 10534.625000
	Iteration 106Q: 3 clusters Score -1063779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1063780.375000 Penalty: 10534.625000
	Iteration 107Q: 3 clusters Score -1063780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1063783.125000 Penalty: 10534.625000
	Iteration 108Q: 3 clusters Score -1063783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1063782.375000 Penalty: 10534.625000
	Iteration 109Q: 3 clusters Score -1063782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1063783.875000 Penalty: 10534.625000
	Iteration 110Q: 3 clusters Score -1063784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1063783.875000 Penalty: 10534.625000
	Iteration 111F: 3 clusters Score -1063784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -55403.109375 Penalty: 3533.096680
	Iteration 0F: 2 clusters Score -55403.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52564.925781 Penalty: 7066.193359
	Iteration 0F: 3 clusters Score -52564.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52629.449219 Penalty: 7066.193359
	Iteration 1Q: 3 clusters Score -52629.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52635.507812 Penalty: 7066.193359
	Iteration 2Q: 3 clusters Score -52635.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52642.613281 Penalty: 7066.193359
	Iteration 3Q: 3 clusters Score -52642.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52642.613281 Penalty: 7066.193359
	Iteration 4F: 3 clusters Score -52642.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Entering Unmasked Estep 
Score: -2401114.250000 Penalty: 5744.990723
	Iteration 0F: 2 clusters Score -2401114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2389790.250000 Penalty: 11489.981445
	Iteration 0F: 3 clusters Score -2389790 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2392268.000000 Penalty: 11489.981445
	Iteration 1F: 3 clusters Score -2392268 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2392775.500000 Penalty: 11489.981445
	Iteration 2F: 3 clusters Score -2392776 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2393080.500000 Penalty: 11489.981445
	Iteration 3Q: 3 clusters Score -2393080 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2393322.250000 Penalty: 11489.981445
	Iteration 4Q: 3 clusters Score -2393322 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2393509.750000 Penalty: 11489.981445
	Iteration 5Q: 3 clusters Score -2393510 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2393728.000000 Penalty: 11489.981445
	Iteration 6Q: 3 clusters Score -2393728 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2393892.500000 Penalty: 11489.981445
	Iteration 7Q: 3 clusters Score -2393892 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2394063.000000 Penalty: 11489.981445
	Iteration 8Q: 3 clusters Score -2394063 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2394249.750000 Penalty: 11489.981445
	Iteration 9Q: 3 clusters Score -2394250 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2394448.750000 Penalty: 11489.981445
	Iteration 10Q: 3 clusters Score -2394449 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2394665.750000 Penalty: 11489.981445
	Iteration 11Q: 3 clusters Score -2394666 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2394855.250000 Penalty: 11489.981445
	Iteration 12Q: 3 clusters Score -2394855 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2395057.250000 Penalty: 11489.981445
	Iteration 13Q: 3 clusters Score -2395057 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2395229.250000 Penalty: 11489.981445
	Iteration 14Q: 3 clusters Score -2395229 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2395361.500000 Penalty: 11489.981445
	Iteration 15Q: 3 clusters Score -2395362 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2395489.000000 Penalty: 11489.981445
	Iteration 16Q: 3 clusters Score -2395489 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2395611.500000 Penalty: 11489.981445
	Iteration 17Q: 3 clusters Score -2395612 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2395731.750000 Penalty: 11489.981445
	Iteration 18Q: 3 clusters Score -2395732 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2395820.500000 Penalty: 11489.981445
	Iteration 19Q: 3 clusters Score -2395820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2395903.000000 Penalty: 11489.981445
	Iteration 20F: 3 clusters Score -2395903 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2395967.500000 Penalty: 11489.981445
	Iteration 21Q: 3 clusters Score -2395968 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2396030.000000 Penalty: 11489.981445
	Iteration 22Q: 3 clusters Score -2396030 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2396106.500000 Penalty: 11489.981445
	Iteration 23Q: 3 clusters Score -2396106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2396181.250000 Penalty: 11489.981445
	Iteration 24Q: 3 clusters Score -2396181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2396249.250000 Penalty: 11489.981445
	Iteration 25Q: 3 clusters Score -2396249 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2396334.750000 Penalty: 11489.981445
	Iteration 26Q: 3 clusters Score -2396335 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2396436.750000 Penalty: 11489.981445
	Iteration 27Q: 3 clusters Score -2396437 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2396526.500000 Penalty: 11489.981445
	Iteration 28Q: 3 clusters Score -2396526 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2396605.500000 Penalty: 11489.981445
	Iteration 29Q: 3 clusters Score -2396606 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2396668.500000 Penalty: 11489.981445
	Iteration 30Q: 3 clusters Score -2396668 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2396724.500000 Penalty: 11489.981445
	Iteration 31Q: 3 clusters Score -2396724 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2396772.500000 Penalty: 11489.981445
	Iteration 32Q: 3 clusters Score -2396772 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2396826.500000 Penalty: 11489.981445
	Iteration 33Q: 3 clusters Score -2396826 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2396880.500000 Penalty: 11489.981445
	Iteration 34Q: 3 clusters Score -2396880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2396899.500000 Penalty: 11489.981445
	Iteration 35Q: 3 clusters Score -2396900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2396932.500000 Penalty: 11489.981445
	Iteration 36Q: 3 clusters Score -2396932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2396963.750000 Penalty: 11489.981445
	Iteration 37Q: 3 clusters Score -2396964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2396981.250000 Penalty: 11489.981445
	Iteration 38Q: 3 clusters Score -2396981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2396992.250000 Penalty: 11489.981445
	Iteration 39Q: 3 clusters Score -2396992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2397008.500000 Penalty: 11489.981445
	Iteration 40F: 3 clusters Score -2397008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2397014.500000 Penalty: 11489.981445
	Iteration 41Q: 3 clusters Score -2397014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2397030.000000 Penalty: 11489.981445
	Iteration 42Q: 3 clusters Score -2397030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2397030.500000 Penalty: 11489.981445
	Iteration 43Q: 3 clusters Score -2397030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2397039.500000 Penalty: 11489.981445
	Iteration 44Q: 3 clusters Score -2397040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2397046.500000 Penalty: 11489.981445
	Iteration 45Q: 3 clusters Score -2397046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2397053.000000 Penalty: 11489.981445
	Iteration 46Q: 3 clusters Score -2397053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2397055.500000 Penalty: 11489.981445
	Iteration 47Q: 3 clusters Score -2397056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2397060.250000 Penalty: 11489.981445
	Iteration 48Q: 3 clusters Score -2397060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2397058.250000 Penalty: 11489.981445
	Iteration 49Q: 3 clusters Score -2397058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2397058.750000 Penalty: 11489.981445
	Iteration 50Q: 3 clusters Score -2397059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2397061.750000 Penalty: 11489.981445
	Iteration 51Q: 3 clusters Score -2397062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2397062.000000 Penalty: 11489.981445
	Iteration 52Q: 3 clusters Score -2397062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2397064.000000 Penalty: 11489.981445
	Iteration 53Q: 3 clusters Score -2397064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2397066.000000 Penalty: 11489.981445
	Iteration 54Q: 3 clusters Score -2397066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2397070.250000 Penalty: 11489.981445
	Iteration 55Q: 3 clusters Score -2397070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2397081.500000 Penalty: 11489.981445
	Iteration 56Q: 3 clusters Score -2397082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2397085.000000 Penalty: 11489.981445
	Iteration 57Q: 3 clusters Score -2397085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2397086.250000 Penalty: 11489.981445
	Iteration 58Q: 3 clusters Score -2397086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2397093.250000 Penalty: 11489.981445
	Iteration 59Q: 3 clusters Score -2397093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2397096.500000 Penalty: 11489.981445
	Iteration 60F: 3 clusters Score -2397096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2397098.750000 Penalty: 11489.981445
	Iteration 61Q: 3 clusters Score -2397099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2397096.000000 Penalty: 11489.981445
	Iteration 62Q: 3 clusters Score -2397096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2397098.000000 Penalty: 11489.981445
	Iteration 63Q: 3 clusters Score -2397098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2397099.750000 Penalty: 11489.981445
	Iteration 64Q: 3 clusters Score -2397100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2397104.750000 Penalty: 11489.981445
	Iteration 65Q: 3 clusters Score -2397105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2397103.000000 Penalty: 11489.981445
	Iteration 66Q: 3 clusters Score -2397103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2397104.500000 Penalty: 11489.981445
	Iteration 67Q: 3 clusters Score -2397104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2397101.750000 Penalty: 11489.981445
	Iteration 68Q: 3 clusters Score -2397102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2397103.750000 Penalty: 11489.981445
	Iteration 69Q: 3 clusters Score -2397104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2397101.750000 Penalty: 11489.981445
	Iteration 70Q: 3 clusters Score -2397102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2397103.000000 Penalty: 11489.981445
	Iteration 71Q: 3 clusters Score -2397103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2397103.000000 Penalty: 11489.981445
	Iteration 72F: 3 clusters Score -2397103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -165122.125000 Penalty: 4196.998535
	Iteration 0F: 2 clusters Score -165122.1 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 490 members 
Entering Unmasked Estep 
Score: -161274.062500 Penalty: 8393.997070
	Iteration 0F: 3 clusters Score -161274.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -162042.453125 Penalty: 8393.997070
	Iteration 1F: 3 clusters Score -162042.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -163700.562500 Penalty: 8393.997070
	Iteration 2F: 3 clusters Score -163700.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -164197.890625 Penalty: 8393.997070
	Iteration 3F: 3 clusters Score -164197.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -164513.000000 Penalty: 8393.997070
	Iteration 4F: 3 clusters Score -164513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -164678.421875 Penalty: 8393.997070
	Iteration 5Q: 3 clusters Score -164678.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -164829.343750 Penalty: 8393.997070
	Iteration 6Q: 3 clusters Score -164829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -164852.703125 Penalty: 8393.997070
	Iteration 7Q: 3 clusters Score -164852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -164859.296875 Penalty: 8393.997070
	Iteration 8Q: 3 clusters Score -164859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -164871.125000 Penalty: 8393.997070
	Iteration 9Q: 3 clusters Score -164871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -164882.390625 Penalty: 8393.997070
	Iteration 10Q: 3 clusters Score -164882.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -164887.125000 Penalty: 8393.997070
	Iteration 11Q: 3 clusters Score -164887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -164887.125000 Penalty: 8393.997070
	Iteration 12F: 3 clusters Score -164887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -104349.679688 Penalty: 3883.469971
	Iteration 0F: 2 clusters Score -104349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100859.179688 Penalty: 7766.939941
	Iteration 0F: 3 clusters Score -100859.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -101063.375000 Penalty: 7766.939941
	Iteration 1F: 3 clusters Score -101063.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -101115.523438 Penalty: 7766.939941
	Iteration 2Q: 3 clusters Score -101115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -101151.500000 Penalty: 7766.939941
	Iteration 3Q: 3 clusters Score -101151.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101197.851562 Penalty: 7766.939941
	Iteration 4Q: 3 clusters Score -101197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -101227.546875 Penalty: 7766.939941
	Iteration 5Q: 3 clusters Score -101227.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101233.875000 Penalty: 7766.939941
	Iteration 6Q: 3 clusters Score -101233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101233.875000 Penalty: 7766.939941
	Iteration 7F: 3 clusters Score -101233.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -144295.953125 Penalty: 4095.854004
	Iteration 0F: 2 clusters Score -144296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -140557.453125 Penalty: 8191.708008
	Iteration 0F: 3 clusters Score -140557.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -140938.750000 Penalty: 8191.708008
	Iteration 1F: 3 clusters Score -140938.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -141094.140625 Penalty: 8191.708008
	Iteration 2F: 3 clusters Score -141094.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -141160.687500 Penalty: 8191.708008
	Iteration 3Q: 3 clusters Score -141160.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -141225.406250 Penalty: 8191.708008
	Iteration 4Q: 3 clusters Score -141225.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -141293.843750 Penalty: 8191.708008
	Iteration 5Q: 3 clusters Score -141293.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -141407.796875 Penalty: 8191.708008
	Iteration 6Q: 3 clusters Score -141407.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -141623.375000 Penalty: 8191.708008
	Iteration 7Q: 3 clusters Score -141623.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -141785.125000 Penalty: 8191.708008
	Iteration 8Q: 3 clusters Score -141785.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -142003.875000 Penalty: 8191.708008
	Iteration 9Q: 3 clusters Score -142003.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -142297.890625 Penalty: 8191.708008
	Iteration 10Q: 3 clusters Score -142297.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -142476.796875 Penalty: 8191.708008
	Iteration 11Q: 3 clusters Score -142476.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -142634.484375 Penalty: 8191.708008
	Iteration 12Q: 3 clusters Score -142634.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -142782.546875 Penalty: 8191.708008
	Iteration 13Q: 3 clusters Score -142782.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -142967.125000 Penalty: 8191.708008
	Iteration 14Q: 3 clusters Score -142967.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -143207.203125 Penalty: 8191.708008
	Iteration 15Q: 3 clusters Score -143207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -143357.062500 Penalty: 8191.708008
	Iteration 16Q: 3 clusters Score -143357.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -143495.031250 Penalty: 8191.708008
	Iteration 17Q: 3 clusters Score -143495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -143636.812500 Penalty: 8191.708008
	Iteration 18Q: 3 clusters Score -143636.8 nChanged 11
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: -143843.265625 Penalty: 8191.708008
	Iteration 19Q: 3 clusters Score -143843.3 nChanged 2
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: -143867.031250 Penalty: 8191.708008
	Iteration 20F: 3 clusters Score -143867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -143874.875000 Penalty: 8191.708008
	Iteration 21Q: 3 clusters Score -143874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -143906.234375 Penalty: 8191.708008
	Iteration 22Q: 3 clusters Score -143906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -143987.562500 Penalty: 8191.708008
	Iteration 23Q: 3 clusters Score -143987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -144011.796875 Penalty: 8191.708008
	Iteration 24Q: 3 clusters Score -144011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -144112.375000 Penalty: 8191.708008
	Iteration 25Q: 3 clusters Score -144112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -144153.921875 Penalty: 8191.708008
	Iteration 26Q: 3 clusters Score -144153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -144165.046875 Penalty: 8191.708008
	Iteration 27Q: 3 clusters Score -144165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -144166.343750 Penalty: 8191.708008
	Iteration 28F: 3 clusters Score -144166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -144176.906250 Penalty: 8191.708008
	Iteration 29Q: 3 clusters Score -144176.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -144176.906250 Penalty: 8191.708008
	Iteration 30F: 3 clusters Score -144176.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -51220.972656 Penalty: 3523.450684
	Iteration 0F: 2 clusters Score -51220.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48468.515625 Penalty: 7046.901367
	Iteration 0F: 3 clusters Score -48468.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48582.058594 Penalty: 7046.901367
	Iteration 1Q: 3 clusters Score -48582.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48637.644531 Penalty: 7046.901367
	Iteration 2Q: 3 clusters Score -48637.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48641.593750 Penalty: 7046.901367
	Iteration 3Q: 3 clusters Score -48641.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48641.593750 Penalty: 7046.901367
	Iteration 4F: 3 clusters Score -48641.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24402 members 
Mstep: Class 4 contains 11971 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27933 members 
Mstep: Class 8 contains 37645 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26894 members 
Mstep: Class 11 contains 87243 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28769 members 
Mstep: Class 14 contains 25714 members 
Mstep: Class 15 contains 62292 members 
Mstep: Class 16 contains 5430 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11844 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418312.000000 Penalty: 175162.671875
Iteration 239Q: 23 clusters Score -8.941831e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24405 members 
Mstep: Class 4 contains 11973 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27938 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26894 members 
Mstep: Class 11 contains 87242 members 
Mstep: Class 12 contains 7520 members 
Mstep: Class 13 contains 28769 members 
Mstep: Class 14 contains 25712 members 
Mstep: Class 15 contains 62297 members 
Mstep: Class 16 contains 5432 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11832 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418384.000000 Penalty: 175162.671875
Iteration 240F: 23 clusters Score -8.941838e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24406 members 
Mstep: Class 4 contains 11973 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27949 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26895 members 
Mstep: Class 11 contains 87243 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28769 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62300 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11822 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418352.000000 Penalty: 175162.671875
Iteration 241Q: 23 clusters Score -8.941835e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24408 members 
Mstep: Class 4 contains 11973 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27962 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26897 members 
Mstep: Class 11 contains 87242 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25708 members 
Mstep: Class 15 contains 62302 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418376.000000 Penalty: 175162.671875
Iteration 242Q: 23 clusters Score -8.941838e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24409 members 
Mstep: Class 4 contains 11974 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27970 members 
Mstep: Class 8 contains 37641 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26896 members 
Mstep: Class 11 contains 87241 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28772 members 
Mstep: Class 14 contains 25708 members 
Mstep: Class 15 contains 62307 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11802 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418424.000000 Penalty: 175162.671875
Iteration 243Q: 23 clusters Score -8.941842e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24408 members 
Mstep: Class 4 contains 11976 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27989 members 
Mstep: Class 8 contains 37642 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26896 members 
Mstep: Class 11 contains 87238 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28771 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62312 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11788 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418464.000000 Penalty: 175162.671875
Iteration 244Q: 23 clusters Score -8.941846e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24405 members 
Mstep: Class 4 contains 11976 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28007 members 
Mstep: Class 8 contains 37641 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26898 members 
Mstep: Class 11 contains 87237 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62317 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418536.000000 Penalty: 175162.671875
Iteration 245Q: 23 clusters Score -8.941854e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24405 members 
Mstep: Class 4 contains 11976 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28024 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26895 members 
Mstep: Class 11 contains 87237 members 
Mstep: Class 12 contains 7520 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25707 members 
Mstep: Class 15 contains 62321 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11758 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418592.000000 Penalty: 175162.671875
Iteration 246Q: 23 clusters Score -8.941859e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24406 members 
Mstep: Class 4 contains 11976 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28034 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26891 members 
Mstep: Class 11 contains 87237 members 
Mstep: Class 12 contains 7520 members 
Mstep: Class 13 contains 28769 members 
Mstep: Class 14 contains 25705 members 
Mstep: Class 15 contains 62319 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11756 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418560.000000 Penalty: 175162.671875
Iteration 247Q: 23 clusters Score -8.941856e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24406 members 
Mstep: Class 4 contains 11976 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28046 members 
Mstep: Class 8 contains 37638 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26890 members 
Mstep: Class 11 contains 87235 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 25704 members 
Mstep: Class 15 contains 62316 members 
Mstep: Class 16 contains 5449 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11751 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418568.000000 Penalty: 175162.671875
Iteration 248Q: 23 clusters Score -8.941857e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24407 members 
Mstep: Class 4 contains 11977 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28059 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26888 members 
Mstep: Class 11 contains 87233 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28768 members 
Mstep: Class 14 contains 25706 members 
Mstep: Class 15 contains 62319 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418624.000000 Penalty: 175162.671875
Iteration 249Q: 23 clusters Score -8.941862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24409 members 
Mstep: Class 4 contains 11977 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28067 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26889 members 
Mstep: Class 11 contains 87232 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28767 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62318 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11730 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418616.000000 Penalty: 175162.671875
Iteration 250Q: 23 clusters Score -8.941862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24410 members 
Mstep: Class 4 contains 11977 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28087 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26887 members 
Mstep: Class 11 contains 87232 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28763 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62317 members 
Mstep: Class 16 contains 5456 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11712 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418512.000000 Penalty: 175162.671875
Iteration 251Q: 23 clusters Score -8.941851e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24414 members 
Mstep: Class 4 contains 11977 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28109 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26883 members 
Mstep: Class 11 contains 87229 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28756 members 
Mstep: Class 14 contains 25712 members 
Mstep: Class 15 contains 62316 members 
Mstep: Class 16 contains 5456 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418560.000000 Penalty: 175162.671875
Iteration 252Q: 23 clusters Score -8.941856e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24412 members 
Mstep: Class 4 contains 11977 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28129 members 
Mstep: Class 8 contains 37638 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26882 members 
Mstep: Class 11 contains 87228 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28756 members 
Mstep: Class 14 contains 25713 members 
Mstep: Class 15 contains 62321 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418560.000000 Penalty: 175162.671875
Iteration 253Q: 23 clusters Score -8.941856e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24410 members 
Mstep: Class 4 contains 11978 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28148 members 
Mstep: Class 8 contains 37635 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26878 members 
Mstep: Class 11 contains 87226 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28754 members 
Mstep: Class 14 contains 25712 members 
Mstep: Class 15 contains 62326 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418632.000000 Penalty: 175162.671875
Iteration 254Q: 23 clusters Score -8.941863e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24411 members 
Mstep: Class 4 contains 11979 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28167 members 
Mstep: Class 8 contains 37633 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26878 members 
Mstep: Class 11 contains 87224 members 
Mstep: Class 12 contains 7520 members 
Mstep: Class 13 contains 28752 members 
Mstep: Class 14 contains 25712 members 
Mstep: Class 15 contains 62330 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418680.000000 Penalty: 175162.671875
Iteration 255Q: 23 clusters Score -8.941868e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24411 members 
Mstep: Class 4 contains 11979 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28181 members 
Mstep: Class 8 contains 37633 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26871 members 
Mstep: Class 11 contains 87226 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28750 members 
Mstep: Class 14 contains 25711 members 
Mstep: Class 15 contains 62336 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11662 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418736.000000 Penalty: 175162.671875
Iteration 256Q: 23 clusters Score -8.941874e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24413 members 
Mstep: Class 4 contains 11979 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28196 members 
Mstep: Class 8 contains 37632 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26864 members 
Mstep: Class 11 contains 87226 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62341 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11652 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418744.000000 Penalty: 175162.671875
Iteration 257Q: 23 clusters Score -8.941874e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24415 members 
Mstep: Class 4 contains 11979 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28210 members 
Mstep: Class 8 contains 37633 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26853 members 
Mstep: Class 11 contains 87226 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28747 members 
Mstep: Class 14 contains 25707 members 
Mstep: Class 15 contains 62343 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11649 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418608.000000 Penalty: 175162.671875
Iteration 258Q: 23 clusters Score -8.941861e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24416 members 
Mstep: Class 4 contains 11979 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28228 members 
Mstep: Class 8 contains 37630 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26850 members 
Mstep: Class 11 contains 87228 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28746 members 
Mstep: Class 14 contains 25704 members 
Mstep: Class 15 contains 62344 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11638 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418720.000000 Penalty: 175162.671875
Iteration 259Q: 23 clusters Score -8.941872e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24418 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28240 members 
Mstep: Class 8 contains 37629 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26847 members 
Mstep: Class 11 contains 87223 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28745 members 
Mstep: Class 14 contains 25707 members 
Mstep: Class 15 contains 62348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11630 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418672.000000 Penalty: 175162.671875
Iteration 260F: 23 clusters Score -8.941867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28251 members 
Mstep: Class 8 contains 37629 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26844 members 
Mstep: Class 11 contains 87224 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28745 members 
Mstep: Class 14 contains 25708 members 
Mstep: Class 15 contains 62350 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418632.000000 Penalty: 175162.671875
Iteration 261Q: 23 clusters Score -8.941863e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24421 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28273 members 
Mstep: Class 8 contains 37629 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26844 members 
Mstep: Class 11 contains 87224 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28746 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62350 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418704.000000 Penalty: 175162.671875
Iteration 262Q: 23 clusters Score -8.94187e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24421 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28290 members 
Mstep: Class 8 contains 37630 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26842 members 
Mstep: Class 11 contains 87223 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28743 members 
Mstep: Class 14 contains 25711 members 
Mstep: Class 15 contains 62355 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418720.000000 Penalty: 175162.671875
Iteration 263Q: 23 clusters Score -8.941872e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24423 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28308 members 
Mstep: Class 8 contains 37633 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26838 members 
Mstep: Class 11 contains 87222 members 
Mstep: Class 12 contains 7518 members 
Mstep: Class 13 contains 28744 members 
Mstep: Class 14 contains 25712 members 
Mstep: Class 15 contains 62356 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11574 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418624.000000 Penalty: 175162.671875
Iteration 264Q: 23 clusters Score -8.941862e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24424 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28318 members 
Mstep: Class 8 contains 37634 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26833 members 
Mstep: Class 11 contains 87222 members 
Mstep: Class 12 contains 7518 members 
Mstep: Class 13 contains 28741 members 
Mstep: Class 14 contains 25711 members 
Mstep: Class 15 contains 62362 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11565 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418608.000000 Penalty: 175162.671875
Iteration 265Q: 23 clusters Score -8.941861e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24425 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28328 members 
Mstep: Class 8 contains 37635 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26831 members 
Mstep: Class 11 contains 87225 members 
Mstep: Class 12 contains 7518 members 
Mstep: Class 13 contains 28742 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62362 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11556 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418632.000000 Penalty: 175162.671875
Iteration 266Q: 23 clusters Score -8.941863e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76947 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24424 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28343 members 
Mstep: Class 8 contains 37637 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26825 members 
Mstep: Class 11 contains 87225 members 
Mstep: Class 12 contains 7518 members 
Mstep: Class 13 contains 28743 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62365 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418600.000000 Penalty: 175162.671875
Iteration 267Q: 23 clusters Score -8.94186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24425 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28345 members 
Mstep: Class 8 contains 37638 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26824 members 
Mstep: Class 11 contains 87224 members 
Mstep: Class 12 contains 7518 members 
Mstep: Class 13 contains 28743 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62368 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418624.000000 Penalty: 175162.671875
Iteration 268Q: 23 clusters Score -8.941862e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76947 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24425 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28358 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26819 members 
Mstep: Class 11 contains 87223 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 28741 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62366 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418600.000000 Penalty: 175162.671875
Iteration 269Q: 23 clusters Score -8.94186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24423 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28365 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26814 members 
Mstep: Class 11 contains 87222 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28741 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62366 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11536 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418648.000000 Penalty: 175162.671875
Iteration 270Q: 23 clusters Score -8.941865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24423 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28369 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26808 members 
Mstep: Class 11 contains 87222 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28739 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62369 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11536 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418600.000000 Penalty: 175162.671875
Iteration 271Q: 23 clusters Score -8.94186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24424 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28378 members 
Mstep: Class 8 contains 37638 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26805 members 
Mstep: Class 11 contains 87221 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28740 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62369 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418648.000000 Penalty: 175162.671875
Iteration 272Q: 23 clusters Score -8.941865e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24429 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28390 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26802 members 
Mstep: Class 11 contains 87221 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28739 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62369 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418672.000000 Penalty: 175162.671875
Iteration 273Q: 23 clusters Score -8.941867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24433 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28406 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26801 members 
Mstep: Class 11 contains 87219 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28737 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62372 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11512 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418616.000000 Penalty: 175162.671875
Iteration 274Q: 23 clusters Score -8.941862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24435 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28421 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26799 members 
Mstep: Class 11 contains 87218 members 
Mstep: Class 12 contains 7522 members 
Mstep: Class 13 contains 28735 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62374 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418680.000000 Penalty: 175162.671875
Iteration 275Q: 23 clusters Score -8.941868e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24438 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28430 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26797 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28734 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62377 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11484 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418664.000000 Penalty: 175162.671875
Iteration 276Q: 23 clusters Score -8.941866e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24439 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28436 members 
Mstep: Class 8 contains 37641 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26797 members 
Mstep: Class 11 contains 87214 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28734 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62378 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11477 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418752.000000 Penalty: 175162.671875
Iteration 277Q: 23 clusters Score -8.941875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24439 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28445 members 
Mstep: Class 8 contains 37641 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26796 members 
Mstep: Class 11 contains 87214 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28734 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62378 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11470 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418768.000000 Penalty: 175162.671875
Iteration 278Q: 23 clusters Score -8.941877e+07 nChanged 19
Entering ConstructFrom: 
Score: -89418768.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (76925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Entering Unmasked Estep 
Score: -15921271.000000 Penalty: 6890.984375
	Iteration 0F: 2 clusters Score -1.592127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -15868071.000000 Penalty: 13781.968750
	Iteration 0F: 3 clusters Score -1.586807e+07 nChanged 34768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -15887063.000000 Penalty: 13781.968750
	Iteration 1F: 3 clusters Score -1.588706e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -15888289.000000 Penalty: 13781.968750
	Iteration 2Q: 3 clusters Score -1.588829e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -15889438.000000 Penalty: 13781.968750
	Iteration 3Q: 3 clusters Score -1.588944e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -15891069.000000 Penalty: 13781.968750
	Iteration 4Q: 3 clusters Score -1.589107e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -15893182.000000 Penalty: 13781.968750
	Iteration 5F: 3 clusters Score -1.589318e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -15895663.000000 Penalty: 13781.968750
	Iteration 6F: 3 clusters Score -1.589566e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -15898496.000000 Penalty: 13781.968750
	Iteration 7F: 3 clusters Score -1.58985e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -15901497.000000 Penalty: 13781.968750
	Iteration 8F: 3 clusters Score -1.59015e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -15904717.000000 Penalty: 13781.968750
	Iteration 9F: 3 clusters Score -1.590472e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -15908013.000000 Penalty: 13781.968750
	Iteration 10F: 3 clusters Score -1.590801e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -15910711.000000 Penalty: 13781.968750
	Iteration 11Q: 3 clusters Score -1.591071e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -15912487.000000 Penalty: 13781.968750
	Iteration 12Q: 3 clusters Score -1.591249e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -15913371.000000 Penalty: 13781.968750
	Iteration 13Q: 3 clusters Score -1.591337e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -15913761.000000 Penalty: 13781.968750
	Iteration 14Q: 3 clusters Score -1.591376e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -15913987.000000 Penalty: 13781.968750
	Iteration 15Q: 3 clusters Score -1.591399e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -15914098.000000 Penalty: 13781.968750
	Iteration 16Q: 3 clusters Score -1.59141e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -15914236.000000 Penalty: 13781.968750
	Iteration 17Q: 3 clusters Score -1.591424e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -15914290.000000 Penalty: 13781.968750
	Iteration 18Q: 3 clusters Score -1.591429e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -15914346.000000 Penalty: 13781.968750
	Iteration 19Q: 3 clusters Score -1.591435e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -15914414.000000 Penalty: 13781.968750
	Iteration 20F: 3 clusters Score -1.591441e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -15914415.000000 Penalty: 13781.968750
	Iteration 21Q: 3 clusters Score -1.591442e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -15914457.000000 Penalty: 13781.968750
	Iteration 22Q: 3 clusters Score -1.591446e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -15914505.000000 Penalty: 13781.968750
	Iteration 23Q: 3 clusters Score -1.59145e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -15914559.000000 Penalty: 13781.968750
	Iteration 24Q: 3 clusters Score -1.591456e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -15914582.000000 Penalty: 13781.968750
	Iteration 25Q: 3 clusters Score -1.591458e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -15914615.000000 Penalty: 13781.968750
	Iteration 26Q: 3 clusters Score -1.591462e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -15914591.000000 Penalty: 13781.968750
	Iteration 27Q: 3 clusters Score -1.591459e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -15914593.000000 Penalty: 13781.968750
	Iteration 28Q: 3 clusters Score -1.591459e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -15914601.000000 Penalty: 13781.968750
	Iteration 29Q: 3 clusters Score -1.59146e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -15914637.000000 Penalty: 13781.968750
	Iteration 30Q: 3 clusters Score -1.591464e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -15914658.000000 Penalty: 13781.968750
	Iteration 31Q: 3 clusters Score -1.591466e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -15914655.000000 Penalty: 13781.968750
	Iteration 32Q: 3 clusters Score -1.591466e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -15914651.000000 Penalty: 13781.968750
	Iteration 33Q: 3 clusters Score -1.591465e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -15914660.000000 Penalty: 13781.968750
	Iteration 34Q: 3 clusters Score -1.591466e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -15914670.000000 Penalty: 13781.968750
	Iteration 35Q: 3 clusters Score -1.591467e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -15914705.000000 Penalty: 13781.968750
	Iteration 36Q: 3 clusters Score -1.59147e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -15914710.000000 Penalty: 13781.968750
	Iteration 37Q: 3 clusters Score -1.591471e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -15914712.000000 Penalty: 13781.968750
	Iteration 38Q: 3 clusters Score -1.591471e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -15914709.000000 Penalty: 13781.968750
	Iteration 39Q: 3 clusters Score -1.591471e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -15914718.000000 Penalty: 13781.968750
	Iteration 40F: 3 clusters Score -1.591472e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -15914721.000000 Penalty: 13781.968750
	Iteration 41Q: 3 clusters Score -1.591472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -15914692.000000 Penalty: 13781.968750
	Iteration 42Q: 3 clusters Score -1.591469e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -15914712.000000 Penalty: 13781.968750
	Iteration 43Q: 3 clusters Score -1.591471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -15914684.000000 Penalty: 13781.968750
	Iteration 44Q: 3 clusters Score -1.591468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -15914675.000000 Penalty: 13781.968750
	Iteration 45Q: 3 clusters Score -1.591468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -15914699.000000 Penalty: 13781.968750
	Iteration 46Q: 3 clusters Score -1.59147e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -15914713.000000 Penalty: 13781.968750
	Iteration 47Q: 3 clusters Score -1.591471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -15914708.000000 Penalty: 13781.968750
	Iteration 48Q: 3 clusters Score -1.591471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -15914694.000000 Penalty: 13781.968750
	Iteration 49Q: 3 clusters Score -1.591469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -15914697.000000 Penalty: 13781.968750
	Iteration 50Q: 3 clusters Score -1.59147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -15914715.000000 Penalty: 13781.968750
	Iteration 51Q: 3 clusters Score -1.591472e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -15914704.000000 Penalty: 13781.968750
	Iteration 52Q: 3 clusters Score -1.59147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -15914723.000000 Penalty: 13781.968750
	Iteration 53Q: 3 clusters Score -1.591472e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -15914712.000000 Penalty: 13781.968750
	Iteration 54Q: 3 clusters Score -1.591471e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -15914702.000000 Penalty: 13781.968750
	Iteration 55Q: 3 clusters Score -1.59147e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -15914704.000000 Penalty: 13781.968750
	Iteration 56Q: 3 clusters Score -1.59147e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -15914706.000000 Penalty: 13781.968750
	Iteration 57Q: 3 clusters Score -1.591471e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -15914713.000000 Penalty: 13781.968750
	Iteration 58Q: 3 clusters Score -1.591471e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -15914717.000000 Penalty: 13781.968750
	Iteration 59Q: 3 clusters Score -1.591472e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -15914745.000000 Penalty: 13781.968750
	Iteration 60F: 3 clusters Score -1.591474e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -15914732.000000 Penalty: 13781.968750
	Iteration 61Q: 3 clusters Score -1.591473e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -15914748.000000 Penalty: 13781.968750
	Iteration 62Q: 3 clusters Score -1.591475e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -15914718.000000 Penalty: 13781.968750
	Iteration 63Q: 3 clusters Score -1.591472e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -15914728.000000 Penalty: 13781.968750
	Iteration 64Q: 3 clusters Score -1.591473e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -15914727.000000 Penalty: 13781.968750
	Iteration 65Q: 3 clusters Score -1.591473e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -15914723.000000 Penalty: 13781.968750
	Iteration 66Q: 3 clusters Score -1.591472e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -15914726.000000 Penalty: 13781.968750
	Iteration 67Q: 3 clusters Score -1.591473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -15914737.000000 Penalty: 13781.968750
	Iteration 68Q: 3 clusters Score -1.591474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -15914745.000000 Penalty: 13781.968750
	Iteration 69Q: 3 clusters Score -1.591474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -15914739.000000 Penalty: 13781.968750
	Iteration 70Q: 3 clusters Score -1.591474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -15914730.000000 Penalty: 13781.968750
	Iteration 71Q: 3 clusters Score -1.591473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -15914717.000000 Penalty: 13781.968750
	Iteration 72Q: 3 clusters Score -1.591472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -15914716.000000 Penalty: 13781.968750
	Iteration 73Q: 3 clusters Score -1.591472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -15914700.000000 Penalty: 13781.968750
	Iteration 74Q: 3 clusters Score -1.59147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -15914705.000000 Penalty: 13781.968750
	Iteration 75Q: 3 clusters Score -1.59147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -15914710.000000 Penalty: 13781.968750
	Iteration 76Q: 3 clusters Score -1.591471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -15914722.000000 Penalty: 13781.968750
	Iteration 77Q: 3 clusters Score -1.591472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -15914722.000000 Penalty: 13781.968750
	Iteration 78Q: 3 clusters Score -1.591472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -15914725.000000 Penalty: 13781.968750
	Iteration 79Q: 3 clusters Score -1.591472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -15914716.000000 Penalty: 13781.968750
	Iteration 80F: 3 clusters Score -1.591472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -15914713.000000 Penalty: 13781.968750
	Iteration 81Q: 3 clusters Score -1.591471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -15914716.000000 Penalty: 13781.968750
	Iteration 82Q: 3 clusters Score -1.591472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -15914716.000000 Penalty: 13781.968750
	Iteration 83F: 3 clusters Score -1.591472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -215318.906250 Penalty: 4293.263184
	Iteration 0F: 2 clusters Score -215318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -211116.031250 Penalty: 8586.526367
	Iteration 0F: 3 clusters Score -211116 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -211595.875000 Penalty: 8586.526367
	Iteration 1F: 3 clusters Score -211595.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -211748.421875 Penalty: 8586.526367
	Iteration 2Q: 3 clusters Score -211748.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -211838.000000 Penalty: 8586.526367
	Iteration 3Q: 3 clusters Score -211838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -211897.187500 Penalty: 8586.526367
	Iteration 4Q: 3 clusters Score -211897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -211940.875000 Penalty: 8586.526367
	Iteration 5Q: 3 clusters Score -211940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -211968.906250 Penalty: 8586.526367
	Iteration 6Q: 3 clusters Score -211968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -211975.859375 Penalty: 8586.526367
	Iteration 7Q: 3 clusters Score -211975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -211984.593750 Penalty: 8586.526367
	Iteration 8Q: 3 clusters Score -211984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -211984.593750 Penalty: 8586.526367
	Iteration 9F: 3 clusters Score -211984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Entering Unmasked Estep 
Score: -5038807.500000 Penalty: 6188.685547
	Iteration 0F: 2 clusters Score -5038808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -5019527.500000 Penalty: 12377.371094
	Iteration 0F: 3 clusters Score -5019528 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -5024901.500000 Penalty: 12377.371094
	Iteration 1F: 3 clusters Score -5024902 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -5025553.500000 Penalty: 12377.371094
	Iteration 2F: 3 clusters Score -5025554 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -5026052.500000 Penalty: 12377.371094
	Iteration 3Q: 3 clusters Score -5026052 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5026432.000000 Penalty: 12377.371094
	Iteration 4Q: 3 clusters Score -5026432 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5026814.000000 Penalty: 12377.371094
	Iteration 5Q: 3 clusters Score -5026814 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -5027188.500000 Penalty: 12377.371094
	Iteration 6Q: 3 clusters Score -5027188 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -5027535.000000 Penalty: 12377.371094
	Iteration 7Q: 3 clusters Score -5027535 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -5027884.500000 Penalty: 12377.371094
	Iteration 8Q: 3 clusters Score -5027884 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -5028216.000000 Penalty: 12377.371094
	Iteration 9Q: 3 clusters Score -5028216 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5028642.000000 Penalty: 12377.371094
	Iteration 10Q: 3 clusters Score -5028642 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -5029158.000000 Penalty: 12377.371094
	Iteration 11Q: 3 clusters Score -5029158 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -5029670.000000 Penalty: 12377.371094
	Iteration 12Q: 3 clusters Score -5029670 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -5030266.000000 Penalty: 12377.371094
	Iteration 13Q: 3 clusters Score -5030266 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -5030898.000000 Penalty: 12377.371094
	Iteration 14Q: 3 clusters Score -5030898 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5031486.000000 Penalty: 12377.371094
	Iteration 15Q: 3 clusters Score -5031486 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -5031958.000000 Penalty: 12377.371094
	Iteration 16Q: 3 clusters Score -5031958 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5032341.000000 Penalty: 12377.371094
	Iteration 17Q: 3 clusters Score -5032341 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5032636.000000 Penalty: 12377.371094
	Iteration 18Q: 3 clusters Score -5032636 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5032873.500000 Penalty: 12377.371094
	Iteration 19Q: 3 clusters Score -5032874 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5033052.000000 Penalty: 12377.371094
	Iteration 20F: 3 clusters Score -5033052 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5033190.000000 Penalty: 12377.371094
	Iteration 21Q: 3 clusters Score -5033190 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5033283.000000 Penalty: 12377.371094
	Iteration 22Q: 3 clusters Score -5033283 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5033378.500000 Penalty: 12377.371094
	Iteration 23Q: 3 clusters Score -5033378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5033422.500000 Penalty: 12377.371094
	Iteration 24Q: 3 clusters Score -5033422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5033477.000000 Penalty: 12377.371094
	Iteration 25Q: 3 clusters Score -5033477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5033516.000000 Penalty: 12377.371094
	Iteration 26Q: 3 clusters Score -5033516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5033560.000000 Penalty: 12377.371094
	Iteration 27Q: 3 clusters Score -5033560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5033578.500000 Penalty: 12377.371094
	Iteration 28Q: 3 clusters Score -5033578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5033612.000000 Penalty: 12377.371094
	Iteration 29Q: 3 clusters Score -5033612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5033639.000000 Penalty: 12377.371094
	Iteration 30Q: 3 clusters Score -5033639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5033653.500000 Penalty: 12377.371094
	Iteration 31Q: 3 clusters Score -5033654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5033674.500000 Penalty: 12377.371094
	Iteration 32Q: 3 clusters Score -5033674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5033693.500000 Penalty: 12377.371094
	Iteration 33Q: 3 clusters Score -5033694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5033690.500000 Penalty: 12377.371094
	Iteration 34Q: 3 clusters Score -5033690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5033709.000000 Penalty: 12377.371094
	Iteration 35Q: 3 clusters Score -5033709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5033709.500000 Penalty: 12377.371094
	Iteration 36Q: 3 clusters Score -5033710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5033720.500000 Penalty: 12377.371094
	Iteration 37Q: 3 clusters Score -5033720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5033726.500000 Penalty: 12377.371094
	Iteration 38Q: 3 clusters Score -5033726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5033741.500000 Penalty: 12377.371094
	Iteration 39Q: 3 clusters Score -5033742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5033740.500000 Penalty: 12377.371094
	Iteration 40F: 3 clusters Score -5033740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5033741.000000 Penalty: 12377.371094
	Iteration 41Q: 3 clusters Score -5033741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5033741.500000 Penalty: 12377.371094
	Iteration 42Q: 3 clusters Score -5033742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5033741.500000 Penalty: 12377.371094
	Iteration 43F: 3 clusters Score -5033742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Entering Unmasked Estep 
Score: -2425442.750000 Penalty: 5751.983887
	Iteration 0F: 2 clusters Score -2425443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2413948.250000 Penalty: 11503.967773
	Iteration 0F: 3 clusters Score -2413948 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2416438.000000 Penalty: 11503.967773
	Iteration 1F: 3 clusters Score -2416438 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2416907.500000 Penalty: 11503.967773
	Iteration 2F: 3 clusters Score -2416908 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2417293.000000 Penalty: 11503.967773
	Iteration 3Q: 3 clusters Score -2417293 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2417681.750000 Penalty: 11503.967773
	Iteration 4Q: 3 clusters Score -2417682 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2418013.500000 Penalty: 11503.967773
	Iteration 5Q: 3 clusters Score -2418014 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2418303.750000 Penalty: 11503.967773
	Iteration 6Q: 3 clusters Score -2418304 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2418541.500000 Penalty: 11503.967773
	Iteration 7Q: 3 clusters Score -2418542 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2418736.250000 Penalty: 11503.967773
	Iteration 8Q: 3 clusters Score -2418736 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2418886.500000 Penalty: 11503.967773
	Iteration 9Q: 3 clusters Score -2418886 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2419044.250000 Penalty: 11503.967773
	Iteration 10Q: 3 clusters Score -2419044 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2419177.250000 Penalty: 11503.967773
	Iteration 11Q: 3 clusters Score -2419177 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2419292.250000 Penalty: 11503.967773
	Iteration 12Q: 3 clusters Score -2419292 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2419386.000000 Penalty: 11503.967773
	Iteration 13Q: 3 clusters Score -2419386 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2419494.250000 Penalty: 11503.967773
	Iteration 14Q: 3 clusters Score -2419494 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2419578.000000 Penalty: 11503.967773
	Iteration 15Q: 3 clusters Score -2419578 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2419642.750000 Penalty: 11503.967773
	Iteration 16Q: 3 clusters Score -2419643 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2419702.250000 Penalty: 11503.967773
	Iteration 17Q: 3 clusters Score -2419702 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2419749.750000 Penalty: 11503.967773
	Iteration 18Q: 3 clusters Score -2419750 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2419795.750000 Penalty: 11503.967773
	Iteration 19Q: 3 clusters Score -2419796 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2419825.750000 Penalty: 11503.967773
	Iteration 20F: 3 clusters Score -2419826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2419861.750000 Penalty: 11503.967773
	Iteration 21Q: 3 clusters Score -2419862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2419885.500000 Penalty: 11503.967773
	Iteration 22Q: 3 clusters Score -2419886 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2419913.000000 Penalty: 11503.967773
	Iteration 23Q: 3 clusters Score -2419913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2419935.250000 Penalty: 11503.967773
	Iteration 24Q: 3 clusters Score -2419935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2419955.000000 Penalty: 11503.967773
	Iteration 25Q: 3 clusters Score -2419955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2419963.750000 Penalty: 11503.967773
	Iteration 26Q: 3 clusters Score -2419964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2419973.000000 Penalty: 11503.967773
	Iteration 27Q: 3 clusters Score -2419973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2419985.750000 Penalty: 11503.967773
	Iteration 28Q: 3 clusters Score -2419986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2420003.250000 Penalty: 11503.967773
	Iteration 29Q: 3 clusters Score -2420003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2420018.750000 Penalty: 11503.967773
	Iteration 30Q: 3 clusters Score -2420019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2420031.750000 Penalty: 11503.967773
	Iteration 31Q: 3 clusters Score -2420032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2420041.750000 Penalty: 11503.967773
	Iteration 32Q: 3 clusters Score -2420042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2420060.500000 Penalty: 11503.967773
	Iteration 33Q: 3 clusters Score -2420060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2420068.750000 Penalty: 11503.967773
	Iteration 34Q: 3 clusters Score -2420069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2420079.250000 Penalty: 11503.967773
	Iteration 35Q: 3 clusters Score -2420079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2420079.000000 Penalty: 11503.967773
	Iteration 36Q: 3 clusters Score -2420079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2420087.500000 Penalty: 11503.967773
	Iteration 37Q: 3 clusters Score -2420088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2420107.000000 Penalty: 11503.967773
	Iteration 38Q: 3 clusters Score -2420107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2420118.500000 Penalty: 11503.967773
	Iteration 39Q: 3 clusters Score -2420118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2420126.750000 Penalty: 11503.967773
	Iteration 40F: 3 clusters Score -2420127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2420134.750000 Penalty: 11503.967773
	Iteration 41Q: 3 clusters Score -2420135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2420151.500000 Penalty: 11503.967773
	Iteration 42Q: 3 clusters Score -2420152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2420144.000000 Penalty: 11503.967773
	Iteration 43Q: 3 clusters Score -2420144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2420157.000000 Penalty: 11503.967773
	Iteration 44Q: 3 clusters Score -2420157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2420158.750000 Penalty: 11503.967773
	Iteration 45Q: 3 clusters Score -2420159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2420162.250000 Penalty: 11503.967773
	Iteration 46Q: 3 clusters Score -2420162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2420171.750000 Penalty: 11503.967773
	Iteration 47Q: 3 clusters Score -2420172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2420174.000000 Penalty: 11503.967773
	Iteration 48Q: 3 clusters Score -2420174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2420178.750000 Penalty: 11503.967773
	Iteration 49Q: 3 clusters Score -2420179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2420188.500000 Penalty: 11503.967773
	Iteration 50Q: 3 clusters Score -2420188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2420198.000000 Penalty: 11503.967773
	Iteration 51Q: 3 clusters Score -2420198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2420203.000000 Penalty: 11503.967773
	Iteration 52Q: 3 clusters Score -2420203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2420205.000000 Penalty: 11503.967773
	Iteration 53Q: 3 clusters Score -2420205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2420207.500000 Penalty: 11503.967773
	Iteration 54Q: 3 clusters Score -2420208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2420207.000000 Penalty: 11503.967773
	Iteration 55Q: 3 clusters Score -2420207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2420208.250000 Penalty: 11503.967773
	Iteration 56Q: 3 clusters Score -2420208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2420210.500000 Penalty: 11503.967773
	Iteration 57Q: 3 clusters Score -2420210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2420216.500000 Penalty: 11503.967773
	Iteration 58Q: 3 clusters Score -2420216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2420221.500000 Penalty: 11503.967773
	Iteration 59Q: 3 clusters Score -2420222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2420226.750000 Penalty: 11503.967773
	Iteration 60F: 3 clusters Score -2420227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2420232.750000 Penalty: 11503.967773
	Iteration 61Q: 3 clusters Score -2420233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2420240.750000 Penalty: 11503.967773
	Iteration 62Q: 3 clusters Score -2420241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2420245.750000 Penalty: 11503.967773
	Iteration 63Q: 3 clusters Score -2420246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2420246.500000 Penalty: 11503.967773
	Iteration 64Q: 3 clusters Score -2420246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2420258.500000 Penalty: 11503.967773
	Iteration 65Q: 3 clusters Score -2420258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2420269.250000 Penalty: 11503.967773
	Iteration 66Q: 3 clusters Score -2420269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2420277.250000 Penalty: 11503.967773
	Iteration 67Q: 3 clusters Score -2420277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2420284.250000 Penalty: 11503.967773
	Iteration 68Q: 3 clusters Score -2420284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2420292.500000 Penalty: 11503.967773
	Iteration 69Q: 3 clusters Score -2420292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2420291.000000 Penalty: 11503.967773
	Iteration 70Q: 3 clusters Score -2420291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2420313.250000 Penalty: 11503.967773
	Iteration 71Q: 3 clusters Score -2420313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2420313.000000 Penalty: 11503.967773
	Iteration 72Q: 3 clusters Score -2420313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2420315.250000 Penalty: 11503.967773
	Iteration 73Q: 3 clusters Score -2420315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2420327.750000 Penalty: 11503.967773
	Iteration 74Q: 3 clusters Score -2420328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2420334.750000 Penalty: 11503.967773
	Iteration 75Q: 3 clusters Score -2420335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2420344.750000 Penalty: 11503.967773
	Iteration 76Q: 3 clusters Score -2420345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2420356.000000 Penalty: 11503.967773
	Iteration 77Q: 3 clusters Score -2420356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2420368.250000 Penalty: 11503.967773
	Iteration 78Q: 3 clusters Score -2420368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2420382.500000 Penalty: 11503.967773
	Iteration 79Q: 3 clusters Score -2420382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2420386.750000 Penalty: 11503.967773
	Iteration 80F: 3 clusters Score -2420387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2420400.250000 Penalty: 11503.967773
	Iteration 81Q: 3 clusters Score -2420400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2420417.250000 Penalty: 11503.967773
	Iteration 82Q: 3 clusters Score -2420417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2420423.750000 Penalty: 11503.967773
	Iteration 83Q: 3 clusters Score -2420424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2420436.500000 Penalty: 11503.967773
	Iteration 84Q: 3 clusters Score -2420436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2420444.750000 Penalty: 11503.967773
	Iteration 85Q: 3 clusters Score -2420445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2420457.500000 Penalty: 11503.967773
	Iteration 86Q: 3 clusters Score -2420458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2420462.750000 Penalty: 11503.967773
	Iteration 87Q: 3 clusters Score -2420463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2420480.250000 Penalty: 11503.967773
	Iteration 88Q: 3 clusters Score -2420480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2420506.750000 Penalty: 11503.967773
	Iteration 89Q: 3 clusters Score -2420507 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2420518.500000 Penalty: 11503.967773
	Iteration 90Q: 3 clusters Score -2420518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2420552.000000 Penalty: 11503.967773
	Iteration 91Q: 3 clusters Score -2420552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2420564.750000 Penalty: 11503.967773
	Iteration 92Q: 3 clusters Score -2420565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2420581.000000 Penalty: 11503.967773
	Iteration 93Q: 3 clusters Score -2420581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2420615.750000 Penalty: 11503.967773
	Iteration 94Q: 3 clusters Score -2420616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2420622.250000 Penalty: 11503.967773
	Iteration 95Q: 3 clusters Score -2420622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2420650.250000 Penalty: 11503.967773
	Iteration 96Q: 3 clusters Score -2420650 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2420675.250000 Penalty: 11503.967773
	Iteration 97Q: 3 clusters Score -2420675 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2420705.250000 Penalty: 11503.967773
	Iteration 98Q: 3 clusters Score -2420705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2420735.250000 Penalty: 11503.967773
	Iteration 99Q: 3 clusters Score -2420735 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2420772.000000 Penalty: 11503.967773
	Iteration 100F: 3 clusters Score -2420772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2420797.750000 Penalty: 11503.967773
	Iteration 101Q: 3 clusters Score -2420798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2420832.250000 Penalty: 11503.967773
	Iteration 102Q: 3 clusters Score -2420832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2420859.500000 Penalty: 11503.967773
	Iteration 103Q: 3 clusters Score -2420860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2420900.500000 Penalty: 11503.967773
	Iteration 104Q: 3 clusters Score -2420900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2420938.500000 Penalty: 11503.967773
	Iteration 105Q: 3 clusters Score -2420938 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2420982.250000 Penalty: 11503.967773
	Iteration 106Q: 3 clusters Score -2420982 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2421017.250000 Penalty: 11503.967773
	Iteration 107Q: 3 clusters Score -2421017 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2421055.000000 Penalty: 11503.967773
	Iteration 108Q: 3 clusters Score -2421055 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2421098.750000 Penalty: 11503.967773
	Iteration 109Q: 3 clusters Score -2421099 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2421145.250000 Penalty: 11503.967773
	Iteration 110Q: 3 clusters Score -2421145 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2421197.000000 Penalty: 11503.967773
	Iteration 111Q: 3 clusters Score -2421197 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2421251.250000 Penalty: 11503.967773
	Iteration 112Q: 3 clusters Score -2421251 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2421310.250000 Penalty: 11503.967773
	Iteration 113Q: 3 clusters Score -2421310 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2421364.500000 Penalty: 11503.967773
	Iteration 114Q: 3 clusters Score -2421364 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2421425.500000 Penalty: 11503.967773
	Iteration 115Q: 3 clusters Score -2421426 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2421480.750000 Penalty: 11503.967773
	Iteration 116Q: 3 clusters Score -2421481 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2421533.000000 Penalty: 11503.967773
	Iteration 117Q: 3 clusters Score -2421533 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2421582.000000 Penalty: 11503.967773
	Iteration 118Q: 3 clusters Score -2421582 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2421634.250000 Penalty: 11503.967773
	Iteration 119Q: 3 clusters Score -2421634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2421685.750000 Penalty: 11503.967773
	Iteration 120F: 3 clusters Score -2421686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2421738.750000 Penalty: 11503.967773
	Iteration 121Q: 3 clusters Score -2421739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2421778.000000 Penalty: 11503.967773
	Iteration 122Q: 3 clusters Score -2421778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2421816.500000 Penalty: 11503.967773
	Iteration 123Q: 3 clusters Score -2421816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2421847.750000 Penalty: 11503.967773
	Iteration 124Q: 3 clusters Score -2421848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2421887.000000 Penalty: 11503.967773
	Iteration 125Q: 3 clusters Score -2421887 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2421915.500000 Penalty: 11503.967773
	Iteration 126Q: 3 clusters Score -2421916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2421942.000000 Penalty: 11503.967773
	Iteration 127Q: 3 clusters Score -2421942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2421962.500000 Penalty: 11503.967773
	Iteration 128Q: 3 clusters Score -2421962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2421987.500000 Penalty: 11503.967773
	Iteration 129Q: 3 clusters Score -2421988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2422003.750000 Penalty: 11503.967773
	Iteration 130Q: 3 clusters Score -2422004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2422035.000000 Penalty: 11503.967773
	Iteration 131Q: 3 clusters Score -2422035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2422059.250000 Penalty: 11503.967773
	Iteration 132Q: 3 clusters Score -2422059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2422080.750000 Penalty: 11503.967773
	Iteration 133Q: 3 clusters Score -2422081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2422100.750000 Penalty: 11503.967773
	Iteration 134Q: 3 clusters Score -2422101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2422122.250000 Penalty: 11503.967773
	Iteration 135Q: 3 clusters Score -2422122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2422131.250000 Penalty: 11503.967773
	Iteration 136Q: 3 clusters Score -2422131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2422145.000000 Penalty: 11503.967773
	Iteration 137Q: 3 clusters Score -2422145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2422149.250000 Penalty: 11503.967773
	Iteration 138Q: 3 clusters Score -2422149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2422154.750000 Penalty: 11503.967773
	Iteration 139Q: 3 clusters Score -2422155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2422160.750000 Penalty: 11503.967773
	Iteration 140F: 3 clusters Score -2422161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2422165.250000 Penalty: 11503.967773
	Iteration 141Q: 3 clusters Score -2422165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2422164.500000 Penalty: 11503.967773
	Iteration 142Q: 3 clusters Score -2422164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2422164.500000 Penalty: 11503.967773
	Iteration 143Q: 3 clusters Score -2422164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2422164.750000 Penalty: 11503.967773
	Iteration 144Q: 3 clusters Score -2422165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2422167.750000 Penalty: 11503.967773
	Iteration 145Q: 3 clusters Score -2422168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2422161.750000 Penalty: 11503.967773
	Iteration 146Q: 3 clusters Score -2422162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2422162.750000 Penalty: 11503.967773
	Iteration 147Q: 3 clusters Score -2422163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2422166.500000 Penalty: 11503.967773
	Iteration 148Q: 3 clusters Score -2422166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2422168.250000 Penalty: 11503.967773
	Iteration 149Q: 3 clusters Score -2422168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2422170.250000 Penalty: 11503.967773
	Iteration 150Q: 3 clusters Score -2422170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2422169.750000 Penalty: 11503.967773
	Iteration 151Q: 3 clusters Score -2422170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2422170.250000 Penalty: 11503.967773
	Iteration 152Q: 3 clusters Score -2422170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2422171.000000 Penalty: 11503.967773
	Iteration 153Q: 3 clusters Score -2422171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2422174.750000 Penalty: 11503.967773
	Iteration 154Q: 3 clusters Score -2422175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2422174.500000 Penalty: 11503.967773
	Iteration 155Q: 3 clusters Score -2422174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2422179.500000 Penalty: 11503.967773
	Iteration 156Q: 3 clusters Score -2422180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2422181.500000 Penalty: 11503.967773
	Iteration 157Q: 3 clusters Score -2422182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2422181.500000 Penalty: 11503.967773
	Iteration 158F: 3 clusters Score -2422182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -104556.171875 Penalty: 3873.669922
	Iteration 0F: 2 clusters Score -104556.2 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 287 members 
Entering Unmasked Estep 
Score: -101138.781250 Penalty: 7747.339844
	Iteration 0F: 3 clusters Score -101138.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101470.265625 Penalty: 7747.339844
	Iteration 1F: 3 clusters Score -101470.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -101555.750000 Penalty: 7747.339844
	Iteration 2Q: 3 clusters Score -101555.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -101619.984375 Penalty: 7747.339844
	Iteration 3Q: 3 clusters Score -101620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -101641.585938 Penalty: 7747.339844
	Iteration 4Q: 3 clusters Score -101641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -101657.476562 Penalty: 7747.339844
	Iteration 5Q: 3 clusters Score -101657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -101660.328125 Penalty: 7747.339844
	Iteration 6Q: 3 clusters Score -101660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -101678.351562 Penalty: 7747.339844
	Iteration 7Q: 3 clusters Score -101678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -101693.078125 Penalty: 7747.339844
	Iteration 8Q: 3 clusters Score -101693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -101705.984375 Penalty: 7747.339844
	Iteration 9Q: 3 clusters Score -101706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -101710.617188 Penalty: 7747.339844
	Iteration 10Q: 3 clusters Score -101710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -101714.507812 Penalty: 7747.339844
	Iteration 11Q: 3 clusters Score -101714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -101714.507812 Penalty: 7747.339844
	Iteration 12F: 3 clusters Score -101714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -377705.812500 Penalty: 4619.930664
	Iteration 0F: 2 clusters Score -377705.8 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 961 members 
Entering Unmasked Estep 
Score: -372817.750000 Penalty: 9239.861328
	Iteration 0F: 3 clusters Score -372817.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -373477.250000 Penalty: 9239.861328
	Iteration 1F: 3 clusters Score -373477.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -373898.500000 Penalty: 9239.861328
	Iteration 2F: 3 clusters Score -373898.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -374416.562500 Penalty: 9239.861328
	Iteration 3F: 3 clusters Score -374416.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -374950.625000 Penalty: 9239.861328
	Iteration 4F: 3 clusters Score -374950.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -376059.843750 Penalty: 9239.861328
	Iteration 5F: 3 clusters Score -376059.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -376821.468750 Penalty: 9239.861328
	Iteration 6F: 3 clusters Score -376821.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -377168.656250 Penalty: 9239.861328
	Iteration 7F: 3 clusters Score -377168.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -377380.812500 Penalty: 9239.861328
	Iteration 8Q: 3 clusters Score -377380.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -377492.468750 Penalty: 9239.861328
	Iteration 9Q: 3 clusters Score -377492.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -377616.781250 Penalty: 9239.861328
	Iteration 10Q: 3 clusters Score -377616.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -377720.031250 Penalty: 9239.861328
	Iteration 11Q: 3 clusters Score -377720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -377843.375000 Penalty: 9239.861328
	Iteration 12Q: 3 clusters Score -377843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -377882.906250 Penalty: 9239.861328
	Iteration 13Q: 3 clusters Score -377882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -377899.750000 Penalty: 9239.861328
	Iteration 14Q: 3 clusters Score -377899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -377917.718750 Penalty: 9239.861328
	Iteration 15Q: 3 clusters Score -377917.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -377926.312500 Penalty: 9239.861328
	Iteration 16Q: 3 clusters Score -377926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -377926.312500 Penalty: 9239.861328
	Iteration 17F: 3 clusters Score -377926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24440 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 28456 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28732 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62379 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11463 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 578 members 
Entering Unmasked Estep 
Score: -89415536.000000 Penalty: 183124.609375
Splitting cluster 6 changes total score from -89418768.000000 to -89415536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (28456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Entering Unmasked Estep 
Score: -5566040.000000 Penalty: 6281.869629
	Iteration 0F: 2 clusters Score -5566040 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 14099 members 
Entering Unmasked Estep 
Score: -5544269.500000 Penalty: 12563.739258
	Iteration 0F: 3 clusters Score -5544270 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -5550972.000000 Penalty: 12563.739258
	Iteration 1F: 3 clusters Score -5550972 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -5552083.000000 Penalty: 12563.739258
	Iteration 2F: 3 clusters Score -5552083 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5553018.000000 Penalty: 12563.739258
	Iteration 3F: 3 clusters Score -5553018 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -5553830.500000 Penalty: 12563.739258
	Iteration 4F: 3 clusters Score -5553830 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5554507.500000 Penalty: 12563.739258
	Iteration 5Q: 3 clusters Score -5554508 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -5555132.000000 Penalty: 12563.739258
	Iteration 6Q: 3 clusters Score -5555132 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -5555735.500000 Penalty: 12563.739258
	Iteration 7Q: 3 clusters Score -5555736 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -5556243.000000 Penalty: 12563.739258
	Iteration 8Q: 3 clusters Score -5556243 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -5556644.000000 Penalty: 12563.739258
	Iteration 9Q: 3 clusters Score -5556644 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -5556989.000000 Penalty: 12563.739258
	Iteration 10Q: 3 clusters Score -5556989 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -5557354.500000 Penalty: 12563.739258
	Iteration 11Q: 3 clusters Score -5557354 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -5557652.000000 Penalty: 12563.739258
	Iteration 12Q: 3 clusters Score -5557652 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5557914.500000 Penalty: 12563.739258
	Iteration 13Q: 3 clusters Score -5557914 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -5558157.000000 Penalty: 12563.739258
	Iteration 14Q: 3 clusters Score -5558157 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5558376.000000 Penalty: 12563.739258
	Iteration 15Q: 3 clusters Score -5558376 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -5558515.500000 Penalty: 12563.739258
	Iteration 16Q: 3 clusters Score -5558516 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -5558724.500000 Penalty: 12563.739258
	Iteration 17Q: 3 clusters Score -5558724 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5558897.000000 Penalty: 12563.739258
	Iteration 18Q: 3 clusters Score -5558897 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -5559057.000000 Penalty: 12563.739258
	Iteration 19Q: 3 clusters Score -5559057 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -5559190.500000 Penalty: 12563.739258
	Iteration 20F: 3 clusters Score -5559190 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5559323.000000 Penalty: 12563.739258
	Iteration 21Q: 3 clusters Score -5559323 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -5559421.500000 Penalty: 12563.739258
	Iteration 22Q: 3 clusters Score -5559422 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5559526.000000 Penalty: 12563.739258
	Iteration 23Q: 3 clusters Score -5559526 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -5559595.000000 Penalty: 12563.739258
	Iteration 24Q: 3 clusters Score -5559595 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -5559657.000000 Penalty: 12563.739258
	Iteration 25Q: 3 clusters Score -5559657 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -5559729.000000 Penalty: 12563.739258
	Iteration 26Q: 3 clusters Score -5559729 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -5559782.000000 Penalty: 12563.739258
	Iteration 27Q: 3 clusters Score -5559782 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -5559843.500000 Penalty: 12563.739258
	Iteration 28Q: 3 clusters Score -5559844 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -5559894.500000 Penalty: 12563.739258
	Iteration 29Q: 3 clusters Score -5559894 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -5559924.000000 Penalty: 12563.739258
	Iteration 30Q: 3 clusters Score -5559924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -5559989.500000 Penalty: 12563.739258
	Iteration 31Q: 3 clusters Score -5559990 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -5560020.500000 Penalty: 12563.739258
	Iteration 32Q: 3 clusters Score -5560020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5560052.500000 Penalty: 12563.739258
	Iteration 33Q: 3 clusters Score -5560052 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -5560085.500000 Penalty: 12563.739258
	Iteration 34Q: 3 clusters Score -5560086 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -5560092.000000 Penalty: 12563.739258
	Iteration 35Q: 3 clusters Score -5560092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -5560104.500000 Penalty: 12563.739258
	Iteration 36Q: 3 clusters Score -5560104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -5560124.000000 Penalty: 12563.739258
	Iteration 37Q: 3 clusters Score -5560124 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -5560134.000000 Penalty: 12563.739258
	Iteration 38Q: 3 clusters Score -5560134 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -5560153.000000 Penalty: 12563.739258
	Iteration 39Q: 3 clusters Score -5560153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -5560169.500000 Penalty: 12563.739258
	Iteration 40F: 3 clusters Score -5560170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -5560176.500000 Penalty: 12563.739258
	Iteration 41Q: 3 clusters Score -5560176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5560194.500000 Penalty: 12563.739258
	Iteration 42Q: 3 clusters Score -5560194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -5560204.000000 Penalty: 12563.739258
	Iteration 43Q: 3 clusters Score -5560204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -5560223.000000 Penalty: 12563.739258
	Iteration 44Q: 3 clusters Score -5560223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5560222.500000 Penalty: 12563.739258
	Iteration 45Q: 3 clusters Score -5560222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -5560231.000000 Penalty: 12563.739258
	Iteration 46Q: 3 clusters Score -5560231 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -5560233.000000 Penalty: 12563.739258
	Iteration 47Q: 3 clusters Score -5560233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -5560239.000000 Penalty: 12563.739258
	Iteration 48Q: 3 clusters Score -5560239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -5560233.500000 Penalty: 12563.739258
	Iteration 49Q: 3 clusters Score -5560234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -5560237.500000 Penalty: 12563.739258
	Iteration 50Q: 3 clusters Score -5560238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -5560258.500000 Penalty: 12563.739258
	Iteration 51Q: 3 clusters Score -5560258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -5560243.000000 Penalty: 12563.739258
	Iteration 52Q: 3 clusters Score -5560243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -5560251.000000 Penalty: 12563.739258
	Iteration 53Q: 3 clusters Score -5560251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -5560247.000000 Penalty: 12563.739258
	Iteration 54Q: 3 clusters Score -5560247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5560240.000000 Penalty: 12563.739258
	Iteration 55Q: 3 clusters Score -5560240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -5560246.500000 Penalty: 12563.739258
	Iteration 56Q: 3 clusters Score -5560246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -5560257.000000 Penalty: 12563.739258
	Iteration 57Q: 3 clusters Score -5560257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -5560262.500000 Penalty: 12563.739258
	Iteration 58Q: 3 clusters Score -5560262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -5560270.000000 Penalty: 12563.739258
	Iteration 59Q: 3 clusters Score -5560270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -5560267.000000 Penalty: 12563.739258
	Iteration 60F: 3 clusters Score -5560267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5560268.000000 Penalty: 12563.739258
	Iteration 61Q: 3 clusters Score -5560268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -5560279.000000 Penalty: 12563.739258
	Iteration 62Q: 3 clusters Score -5560279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -5560271.000000 Penalty: 12563.739258
	Iteration 63Q: 3 clusters Score -5560271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -5560278.500000 Penalty: 12563.739258
	Iteration 64Q: 3 clusters Score -5560278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -5560274.000000 Penalty: 12563.739258
	Iteration 65Q: 3 clusters Score -5560274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -5560282.000000 Penalty: 12563.739258
	Iteration 66Q: 3 clusters Score -5560282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -5560300.500000 Penalty: 12563.739258
	Iteration 67Q: 3 clusters Score -5560300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -5560290.000000 Penalty: 12563.739258
	Iteration 68Q: 3 clusters Score -5560290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -5560286.500000 Penalty: 12563.739258
	Iteration 69Q: 3 clusters Score -5560286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -5560274.000000 Penalty: 12563.739258
	Iteration 70Q: 3 clusters Score -5560274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5560297.000000 Penalty: 12563.739258
	Iteration 71Q: 3 clusters Score -5560297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -5560298.000000 Penalty: 12563.739258
	Iteration 72Q: 3 clusters Score -5560298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -5560296.000000 Penalty: 12563.739258
	Iteration 73Q: 3 clusters Score -5560296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -5560301.000000 Penalty: 12563.739258
	Iteration 74Q: 3 clusters Score -5560301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -5560299.500000 Penalty: 12563.739258
	Iteration 75Q: 3 clusters Score -5560300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -5560313.500000 Penalty: 12563.739258
	Iteration 76Q: 3 clusters Score -5560314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -5560314.000000 Penalty: 12563.739258
	Iteration 77Q: 3 clusters Score -5560314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -5560317.000000 Penalty: 12563.739258
	Iteration 78Q: 3 clusters Score -5560317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -5560325.500000 Penalty: 12563.739258
	Iteration 79Q: 3 clusters Score -5560326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -5560337.000000 Penalty: 12563.739258
	Iteration 80F: 3 clusters Score -5560337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -5560346.500000 Penalty: 12563.739258
	Iteration 81Q: 3 clusters Score -5560346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -5560360.500000 Penalty: 12563.739258
	Iteration 82Q: 3 clusters Score -5560360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -5560357.500000 Penalty: 12563.739258
	Iteration 83Q: 3 clusters Score -5560358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5560352.500000 Penalty: 12563.739258
	Iteration 84Q: 3 clusters Score -5560352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -5560362.000000 Penalty: 12563.739258
	Iteration 85Q: 3 clusters Score -5560362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5560380.000000 Penalty: 12563.739258
	Iteration 86Q: 3 clusters Score -5560380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -5560378.000000 Penalty: 12563.739258
	Iteration 87Q: 3 clusters Score -5560378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -5560377.000000 Penalty: 12563.739258
	Iteration 88Q: 3 clusters Score -5560377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -5560382.500000 Penalty: 12563.739258
	Iteration 89Q: 3 clusters Score -5560382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -5560383.000000 Penalty: 12563.739258
	Iteration 90Q: 3 clusters Score -5560383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -5560385.000000 Penalty: 12563.739258
	Iteration 91Q: 3 clusters Score -5560385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -5560388.000000 Penalty: 12563.739258
	Iteration 92Q: 3 clusters Score -5560388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -5560396.000000 Penalty: 12563.739258
	Iteration 93Q: 3 clusters Score -5560396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -5560406.500000 Penalty: 12563.739258
	Iteration 94Q: 3 clusters Score -5560406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -5560409.000000 Penalty: 12563.739258
	Iteration 95Q: 3 clusters Score -5560409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5560427.000000 Penalty: 12563.739258
	Iteration 96Q: 3 clusters Score -5560427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -5560441.500000 Penalty: 12563.739258
	Iteration 97Q: 3 clusters Score -5560442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -5560438.500000 Penalty: 12563.739258
	Iteration 98Q: 3 clusters Score -5560438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -5560446.000000 Penalty: 12563.739258
	Iteration 99Q: 3 clusters Score -5560446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -5560461.000000 Penalty: 12563.739258
	Iteration 100F: 3 clusters Score -5560461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -5560459.500000 Penalty: 12563.739258
	Iteration 101Q: 3 clusters Score -5560460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -5560464.500000 Penalty: 12563.739258
	Iteration 102Q: 3 clusters Score -5560464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -5560478.000000 Penalty: 12563.739258
	Iteration 103Q: 3 clusters Score -5560478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -5560484.000000 Penalty: 12563.739258
	Iteration 104Q: 3 clusters Score -5560484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -5560468.500000 Penalty: 12563.739258
	Iteration 105Q: 3 clusters Score -5560468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -5560480.000000 Penalty: 12563.739258
	Iteration 106Q: 3 clusters Score -5560480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -5560482.000000 Penalty: 12563.739258
	Iteration 107Q: 3 clusters Score -5560482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -5560486.000000 Penalty: 12563.739258
	Iteration 108Q: 3 clusters Score -5560486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -5560487.000000 Penalty: 12563.739258
	Iteration 109Q: 3 clusters Score -5560487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -5560484.500000 Penalty: 12563.739258
	Iteration 110Q: 3 clusters Score -5560484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5560486.500000 Penalty: 12563.739258
	Iteration 111Q: 3 clusters Score -5560486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -5560492.000000 Penalty: 12563.739258
	Iteration 112Q: 3 clusters Score -5560492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -5560488.000000 Penalty: 12563.739258
	Iteration 113Q: 3 clusters Score -5560488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -5560487.000000 Penalty: 12563.739258
	Iteration 114Q: 3 clusters Score -5560487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -5560483.500000 Penalty: 12563.739258
	Iteration 115Q: 3 clusters Score -5560484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -5560483.500000 Penalty: 12563.739258
	Iteration 116F: 3 clusters Score -5560484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Entering Unmasked Estep 
Score: -7796905.000000 Penalty: 6453.191406
	Iteration 0F: 2 clusters Score -7796905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -7769213.500000 Penalty: 12906.382812
	Iteration 0F: 3 clusters Score -7769214 nChanged 16149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -7777917.500000 Penalty: 12906.382812
	Iteration 1F: 3 clusters Score -7777918 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -7779051.500000 Penalty: 12906.382812
	Iteration 2F: 3 clusters Score -7779052 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -7780180.000000 Penalty: 12906.382812
	Iteration 3F: 3 clusters Score -7780180 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -7781252.000000 Penalty: 12906.382812
	Iteration 4F: 3 clusters Score -7781252 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -7782396.000000 Penalty: 12906.382812
	Iteration 5F: 3 clusters Score -7782396 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -7783447.500000 Penalty: 12906.382812
	Iteration 6Q: 3 clusters Score -7783448 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -7784519.000000 Penalty: 12906.382812
	Iteration 7Q: 3 clusters Score -7784519 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -7785609.500000 Penalty: 12906.382812
	Iteration 8Q: 3 clusters Score -7785610 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -7786629.000000 Penalty: 12906.382812
	Iteration 9Q: 3 clusters Score -7786629 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -7787598.000000 Penalty: 12906.382812
	Iteration 10Q: 3 clusters Score -7787598 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -7788299.000000 Penalty: 12906.382812
	Iteration 11Q: 3 clusters Score -7788299 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -7788860.500000 Penalty: 12906.382812
	Iteration 12Q: 3 clusters Score -7788860 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -7789240.500000 Penalty: 12906.382812
	Iteration 13Q: 3 clusters Score -7789240 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -7789480.000000 Penalty: 12906.382812
	Iteration 14Q: 3 clusters Score -7789480 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -7789636.500000 Penalty: 12906.382812
	Iteration 15Q: 3 clusters Score -7789636 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -7789780.000000 Penalty: 12906.382812
	Iteration 16Q: 3 clusters Score -7789780 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -7789857.500000 Penalty: 12906.382812
	Iteration 17Q: 3 clusters Score -7789858 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -7790006.000000 Penalty: 12906.382812
	Iteration 18Q: 3 clusters Score -7790006 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -7790122.000000 Penalty: 12906.382812
	Iteration 19Q: 3 clusters Score -7790122 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -7790185.500000 Penalty: 12906.382812
	Iteration 20F: 3 clusters Score -7790186 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -7790310.000000 Penalty: 12906.382812
	Iteration 21Q: 3 clusters Score -7790310 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -7790372.000000 Penalty: 12906.382812
	Iteration 22Q: 3 clusters Score -7790372 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -7790527.000000 Penalty: 12906.382812
	Iteration 23Q: 3 clusters Score -7790527 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -7790633.500000 Penalty: 12906.382812
	Iteration 24Q: 3 clusters Score -7790634 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -7790756.500000 Penalty: 12906.382812
	Iteration 25Q: 3 clusters Score -7790756 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -7790875.500000 Penalty: 12906.382812
	Iteration 26Q: 3 clusters Score -7790876 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -7790966.000000 Penalty: 12906.382812
	Iteration 27Q: 3 clusters Score -7790966 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -7791041.000000 Penalty: 12906.382812
	Iteration 28Q: 3 clusters Score -7791041 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -7791102.500000 Penalty: 12906.382812
	Iteration 29Q: 3 clusters Score -7791102 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -7791194.000000 Penalty: 12906.382812
	Iteration 30Q: 3 clusters Score -7791194 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -7791280.500000 Penalty: 12906.382812
	Iteration 31Q: 3 clusters Score -7791280 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -7791371.000000 Penalty: 12906.382812
	Iteration 32Q: 3 clusters Score -7791371 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -7791451.000000 Penalty: 12906.382812
	Iteration 33Q: 3 clusters Score -7791451 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -7791568.000000 Penalty: 12906.382812
	Iteration 34Q: 3 clusters Score -7791568 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -7791676.000000 Penalty: 12906.382812
	Iteration 35Q: 3 clusters Score -7791676 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -7791784.000000 Penalty: 12906.382812
	Iteration 36Q: 3 clusters Score -7791784 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -7791873.500000 Penalty: 12906.382812
	Iteration 37Q: 3 clusters Score -7791874 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -7791970.000000 Penalty: 12906.382812
	Iteration 38Q: 3 clusters Score -7791970 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -7792042.500000 Penalty: 12906.382812
	Iteration 39Q: 3 clusters Score -7792042 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -7792103.500000 Penalty: 12906.382812
	Iteration 40F: 3 clusters Score -7792104 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -7792155.000000 Penalty: 12906.382812
	Iteration 41Q: 3 clusters Score -7792155 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -7792204.000000 Penalty: 12906.382812
	Iteration 42Q: 3 clusters Score -7792204 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -7792256.500000 Penalty: 12906.382812
	Iteration 43Q: 3 clusters Score -7792256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -7792292.000000 Penalty: 12906.382812
	Iteration 44Q: 3 clusters Score -7792292 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -7792333.500000 Penalty: 12906.382812
	Iteration 45Q: 3 clusters Score -7792334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -7792392.000000 Penalty: 12906.382812
	Iteration 46Q: 3 clusters Score -7792392 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -7792418.000000 Penalty: 12906.382812
	Iteration 47Q: 3 clusters Score -7792418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -7792434.500000 Penalty: 12906.382812
	Iteration 48Q: 3 clusters Score -7792434 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -7792472.000000 Penalty: 12906.382812
	Iteration 49Q: 3 clusters Score -7792472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -7792481.000000 Penalty: 12906.382812
	Iteration 50Q: 3 clusters Score -7792481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -7792476.000000 Penalty: 12906.382812
	Iteration 51Q: 3 clusters Score -7792476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -7792484.000000 Penalty: 12906.382812
	Iteration 52Q: 3 clusters Score -7792484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -7792508.000000 Penalty: 12906.382812
	Iteration 53Q: 3 clusters Score -7792508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -7792519.500000 Penalty: 12906.382812
	Iteration 54Q: 3 clusters Score -7792520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -7792538.000000 Penalty: 12906.382812
	Iteration 55Q: 3 clusters Score -7792538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -7792539.000000 Penalty: 12906.382812
	Iteration 56Q: 3 clusters Score -7792539 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -7792552.500000 Penalty: 12906.382812
	Iteration 57Q: 3 clusters Score -7792552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -7792566.500000 Penalty: 12906.382812
	Iteration 58Q: 3 clusters Score -7792566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -7792572.500000 Penalty: 12906.382812
	Iteration 59Q: 3 clusters Score -7792572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -7792591.500000 Penalty: 12906.382812
	Iteration 60F: 3 clusters Score -7792592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -7792601.000000 Penalty: 12906.382812
	Iteration 61Q: 3 clusters Score -7792601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -7792620.000000 Penalty: 12906.382812
	Iteration 62Q: 3 clusters Score -7792620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -7792619.500000 Penalty: 12906.382812
	Iteration 63Q: 3 clusters Score -7792620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -7792609.500000 Penalty: 12906.382812
	Iteration 64Q: 3 clusters Score -7792610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -7792616.500000 Penalty: 12906.382812
	Iteration 65Q: 3 clusters Score -7792616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -7792613.000000 Penalty: 12906.382812
	Iteration 66Q: 3 clusters Score -7792613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -7792602.500000 Penalty: 12906.382812
	Iteration 67Q: 3 clusters Score -7792602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -7792615.000000 Penalty: 12906.382812
	Iteration 68Q: 3 clusters Score -7792615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -7792620.500000 Penalty: 12906.382812
	Iteration 69Q: 3 clusters Score -7792620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -7792638.000000 Penalty: 12906.382812
	Iteration 70Q: 3 clusters Score -7792638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -7792641.000000 Penalty: 12906.382812
	Iteration 71Q: 3 clusters Score -7792641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -7792636.500000 Penalty: 12906.382812
	Iteration 72Q: 3 clusters Score -7792636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -7792640.500000 Penalty: 12906.382812
	Iteration 73Q: 3 clusters Score -7792640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -7792645.000000 Penalty: 12906.382812
	Iteration 74Q: 3 clusters Score -7792645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -7792663.000000 Penalty: 12906.382812
	Iteration 75Q: 3 clusters Score -7792663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -7792676.500000 Penalty: 12906.382812
	Iteration 76Q: 3 clusters Score -7792676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -7792669.000000 Penalty: 12906.382812
	Iteration 77Q: 3 clusters Score -7792669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -7792668.500000 Penalty: 12906.382812
	Iteration 78Q: 3 clusters Score -7792668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -7792663.500000 Penalty: 12906.382812
	Iteration 79Q: 3 clusters Score -7792664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -7792679.500000 Penalty: 12906.382812
	Iteration 80F: 3 clusters Score -7792680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -7792673.000000 Penalty: 12906.382812
	Iteration 81Q: 3 clusters Score -7792673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -7792675.500000 Penalty: 12906.382812
	Iteration 82Q: 3 clusters Score -7792676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -7792670.500000 Penalty: 12906.382812
	Iteration 83Q: 3 clusters Score -7792670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -7792680.000000 Penalty: 12906.382812
	Iteration 84Q: 3 clusters Score -7792680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -7792683.000000 Penalty: 12906.382812
	Iteration 85Q: 3 clusters Score -7792683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -7792684.000000 Penalty: 12906.382812
	Iteration 86Q: 3 clusters Score -7792684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -7792686.000000 Penalty: 12906.382812
	Iteration 87Q: 3 clusters Score -7792686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -7792688.500000 Penalty: 12906.382812
	Iteration 88Q: 3 clusters Score -7792688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -7792673.500000 Penalty: 12906.382812
	Iteration 89Q: 3 clusters Score -7792674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -7792677.000000 Penalty: 12906.382812
	Iteration 90Q: 3 clusters Score -7792677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -7792678.500000 Penalty: 12906.382812
	Iteration 91Q: 3 clusters Score -7792678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -7792691.000000 Penalty: 12906.382812
	Iteration 92Q: 3 clusters Score -7792691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -7792680.500000 Penalty: 12906.382812
	Iteration 93Q: 3 clusters Score -7792680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -7792673.000000 Penalty: 12906.382812
	Iteration 94Q: 3 clusters Score -7792673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -7792685.500000 Penalty: 12906.382812
	Iteration 95Q: 3 clusters Score -7792686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -7792686.500000 Penalty: 12906.382812
	Iteration 96Q: 3 clusters Score -7792686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -7792680.000000 Penalty: 12906.382812
	Iteration 97Q: 3 clusters Score -7792680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -7792684.500000 Penalty: 12906.382812
	Iteration 98Q: 3 clusters Score -7792684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -7792680.000000 Penalty: 12906.382812
	Iteration 99Q: 3 clusters Score -7792680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -7792671.000000 Penalty: 12906.382812
	Iteration 100F: 3 clusters Score -7792671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -7792683.500000 Penalty: 12906.382812
	Iteration 101Q: 3 clusters Score -7792684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -7792681.500000 Penalty: 12906.382812
	Iteration 102Q: 3 clusters Score -7792682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -7792680.000000 Penalty: 12906.382812
	Iteration 103Q: 3 clusters Score -7792680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -7792680.000000 Penalty: 12906.382812
	Iteration 104F: 3 clusters Score -7792680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -131061.968750 Penalty: 4052.339844
	Iteration 0F: 2 clusters Score -131062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127271.953125 Penalty: 8104.679688
	Iteration 0F: 3 clusters Score -127272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -127758.843750 Penalty: 8104.679688
	Iteration 1F: 3 clusters Score -127758.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -127935.226562 Penalty: 8104.679688
	Iteration 2F: 3 clusters Score -127935.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -128026.109375 Penalty: 8104.679688
	Iteration 3Q: 3 clusters Score -128026.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -128063.992188 Penalty: 8104.679688
	Iteration 4Q: 3 clusters Score -128064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -128130.265625 Penalty: 8104.679688
	Iteration 5Q: 3 clusters Score -128130.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128193.875000 Penalty: 8104.679688
	Iteration 6Q: 3 clusters Score -128193.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128265.390625 Penalty: 8104.679688
	Iteration 7Q: 3 clusters Score -128265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -128317.351562 Penalty: 8104.679688
	Iteration 8Q: 3 clusters Score -128317.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -128364.445312 Penalty: 8104.679688
	Iteration 9Q: 3 clusters Score -128364.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -128429.023438 Penalty: 8104.679688
	Iteration 10Q: 3 clusters Score -128429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -128474.625000 Penalty: 8104.679688
	Iteration 11Q: 3 clusters Score -128474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -128528.257812 Penalty: 8104.679688
	Iteration 12Q: 3 clusters Score -128528.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -128567.468750 Penalty: 8104.679688
	Iteration 13Q: 3 clusters Score -128567.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -128594.648438 Penalty: 8104.679688
	Iteration 14Q: 3 clusters Score -128594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -128605.625000 Penalty: 8104.679688
	Iteration 15Q: 3 clusters Score -128605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -128612.687500 Penalty: 8104.679688
	Iteration 16Q: 3 clusters Score -128612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128615.179688 Penalty: 8104.679688
	Iteration 17Q: 3 clusters Score -128615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128615.179688 Penalty: 8104.679688
	Iteration 18F: 3 clusters Score -128615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Entering Unmasked Estep 
Score: -5561987.000000 Penalty: 6245.031738
	Iteration 0F: 2 clusters Score -5561987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -5541221.000000 Penalty: 12490.063477
	Iteration 0F: 3 clusters Score -5541221 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -5547205.000000 Penalty: 12490.063477
	Iteration 1F: 3 clusters Score -5547205 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5548075.500000 Penalty: 12490.063477
	Iteration 2F: 3 clusters Score -5548076 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -5548838.500000 Penalty: 12490.063477
	Iteration 3F: 3 clusters Score -5548838 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -5549758.000000 Penalty: 12490.063477
	Iteration 4Q: 3 clusters Score -5549758 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5550899.500000 Penalty: 12490.063477
	Iteration 5Q: 3 clusters Score -5550900 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -5551993.500000 Penalty: 12490.063477
	Iteration 6Q: 3 clusters Score -5551994 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -5552727.000000 Penalty: 12490.063477
	Iteration 7Q: 3 clusters Score -5552727 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -5553270.000000 Penalty: 12490.063477
	Iteration 8Q: 3 clusters Score -5553270 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5553744.000000 Penalty: 12490.063477
	Iteration 9Q: 3 clusters Score -5553744 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5554238.000000 Penalty: 12490.063477
	Iteration 10Q: 3 clusters Score -5554238 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -5554748.500000 Penalty: 12490.063477
	Iteration 11Q: 3 clusters Score -5554748 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5555309.500000 Penalty: 12490.063477
	Iteration 12Q: 3 clusters Score -5555310 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -5555883.500000 Penalty: 12490.063477
	Iteration 13Q: 3 clusters Score -5555884 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -5556422.500000 Penalty: 12490.063477
	Iteration 14Q: 3 clusters Score -5556422 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -5557068.500000 Penalty: 12490.063477
	Iteration 15Q: 3 clusters Score -5557068 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -5557681.500000 Penalty: 12490.063477
	Iteration 16Q: 3 clusters Score -5557682 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -5558418.000000 Penalty: 12490.063477
	Iteration 17Q: 3 clusters Score -5558418 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5559096.000000 Penalty: 12490.063477
	Iteration 18Q: 3 clusters Score -5559096 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5559761.500000 Penalty: 12490.063477
	Iteration 19Q: 3 clusters Score -5559762 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -5560291.500000 Penalty: 12490.063477
	Iteration 20F: 3 clusters Score -5560292 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5560724.500000 Penalty: 12490.063477
	Iteration 21Q: 3 clusters Score -5560724 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -5561027.500000 Penalty: 12490.063477
	Iteration 22Q: 3 clusters Score -5561028 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -5561248.000000 Penalty: 12490.063477
	Iteration 23Q: 3 clusters Score -5561248 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5561372.500000 Penalty: 12490.063477
	Iteration 24Q: 3 clusters Score -5561372 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5561478.000000 Penalty: 12490.063477
	Iteration 25Q: 3 clusters Score -5561478 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5561522.500000 Penalty: 12490.063477
	Iteration 26Q: 3 clusters Score -5561522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5561566.500000 Penalty: 12490.063477
	Iteration 27Q: 3 clusters Score -5561566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5561597.500000 Penalty: 12490.063477
	Iteration 28Q: 3 clusters Score -5561598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5561589.000000 Penalty: 12490.063477
	Iteration 29Q: 3 clusters Score -5561589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -5561594.000000 Penalty: 12490.063477
	Iteration 30Q: 3 clusters Score -5561594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -5561605.000000 Penalty: 12490.063477
	Iteration 31Q: 3 clusters Score -5561605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -5561598.000000 Penalty: 12490.063477
	Iteration 32Q: 3 clusters Score -5561598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -5561614.500000 Penalty: 12490.063477
	Iteration 33Q: 3 clusters Score -5561614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5561610.000000 Penalty: 12490.063477
	Iteration 34Q: 3 clusters Score -5561610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5561604.500000 Penalty: 12490.063477
	Iteration 35Q: 3 clusters Score -5561604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -5561613.000000 Penalty: 12490.063477
	Iteration 36Q: 3 clusters Score -5561613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -5561620.000000 Penalty: 12490.063477
	Iteration 37Q: 3 clusters Score -5561620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5561618.500000 Penalty: 12490.063477
	Iteration 38Q: 3 clusters Score -5561618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -5561621.000000 Penalty: 12490.063477
	Iteration 39Q: 3 clusters Score -5561621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -5561616.500000 Penalty: 12490.063477
	Iteration 40F: 3 clusters Score -5561616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5561610.500000 Penalty: 12490.063477
	Iteration 41Q: 3 clusters Score -5561610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -5561610.000000 Penalty: 12490.063477
	Iteration 42Q: 3 clusters Score -5561610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -5561610.000000 Penalty: 12490.063477
	Iteration 43F: 3 clusters Score -5561610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Entering Unmasked Estep 
Score: -17921844.000000 Penalty: 6967.880859
	Iteration 0F: 2 clusters Score -1.792184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -17862082.000000 Penalty: 13935.761719
	Iteration 0F: 3 clusters Score -1.786208e+07 nChanged 39671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -17883552.000000 Penalty: 13935.761719
	Iteration 1F: 3 clusters Score -1.788355e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -17884636.000000 Penalty: 13935.761719
	Iteration 2Q: 3 clusters Score -1.788464e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -17885546.000000 Penalty: 13935.761719
	Iteration 3Q: 3 clusters Score -1.788555e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -17886282.000000 Penalty: 13935.761719
	Iteration 4Q: 3 clusters Score -1.788628e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -17886946.000000 Penalty: 13935.761719
	Iteration 5Q: 3 clusters Score -1.788695e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -17887666.000000 Penalty: 13935.761719
	Iteration 6Q: 3 clusters Score -1.788767e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -17888272.000000 Penalty: 13935.761719
	Iteration 7Q: 3 clusters Score -1.788827e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -17888968.000000 Penalty: 13935.761719
	Iteration 8Q: 3 clusters Score -1.788897e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -17889822.000000 Penalty: 13935.761719
	Iteration 9Q: 3 clusters Score -1.788982e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -17890654.000000 Penalty: 13935.761719
	Iteration 10Q: 3 clusters Score -1.789065e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -17891856.000000 Penalty: 13935.761719
	Iteration 11Q: 3 clusters Score -1.789186e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -17893584.000000 Penalty: 13935.761719
	Iteration 12Q: 3 clusters Score -1.789358e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -17895688.000000 Penalty: 13935.761719
	Iteration 13Q: 3 clusters Score -1.789569e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -17898376.000000 Penalty: 13935.761719
	Iteration 14Q: 3 clusters Score -1.789838e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -17901568.000000 Penalty: 13935.761719
	Iteration 15F: 3 clusters Score -1.790157e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -17904900.000000 Penalty: 13935.761719
	Iteration 16F: 3 clusters Score -1.79049e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -17908004.000000 Penalty: 13935.761719
	Iteration 17Q: 3 clusters Score -1.7908e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -17910720.000000 Penalty: 13935.761719
	Iteration 18Q: 3 clusters Score -1.791072e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -17912614.000000 Penalty: 13935.761719
	Iteration 19Q: 3 clusters Score -1.791261e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -17913910.000000 Penalty: 13935.761719
	Iteration 20F: 3 clusters Score -1.791391e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -17914652.000000 Penalty: 13935.761719
	Iteration 21Q: 3 clusters Score -1.791465e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -17915040.000000 Penalty: 13935.761719
	Iteration 22Q: 3 clusters Score -1.791504e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -17915276.000000 Penalty: 13935.761719
	Iteration 23Q: 3 clusters Score -1.791528e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86267 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -17915406.000000 Penalty: 13935.761719
	Iteration 24Q: 3 clusters Score -1.791541e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -17915492.000000 Penalty: 13935.761719
	Iteration 25Q: 3 clusters Score -1.791549e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17915554.000000 Penalty: 13935.761719
	Iteration 26Q: 3 clusters Score -1.791555e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -17915592.000000 Penalty: 13935.761719
	Iteration 27Q: 3 clusters Score -1.791559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -17915628.000000 Penalty: 13935.761719
	Iteration 28Q: 3 clusters Score -1.791563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -17915640.000000 Penalty: 13935.761719
	Iteration 29Q: 3 clusters Score -1.791564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17915682.000000 Penalty: 13935.761719
	Iteration 30Q: 3 clusters Score -1.791568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17915698.000000 Penalty: 13935.761719
	Iteration 31Q: 3 clusters Score -1.79157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17915702.000000 Penalty: 13935.761719
	Iteration 32Q: 3 clusters Score -1.79157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -17915724.000000 Penalty: 13935.761719
	Iteration 33Q: 3 clusters Score -1.791572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -17915712.000000 Penalty: 13935.761719
	Iteration 34Q: 3 clusters Score -1.791571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -17915734.000000 Penalty: 13935.761719
	Iteration 35Q: 3 clusters Score -1.791573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -17915756.000000 Penalty: 13935.761719
	Iteration 36Q: 3 clusters Score -1.791576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -17915784.000000 Penalty: 13935.761719
	Iteration 37Q: 3 clusters Score -1.791578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -17915768.000000 Penalty: 13935.761719
	Iteration 38Q: 3 clusters Score -1.791577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -17915782.000000 Penalty: 13935.761719
	Iteration 39Q: 3 clusters Score -1.791578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -17915794.000000 Penalty: 13935.761719
	Iteration 40F: 3 clusters Score -1.791579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -17915800.000000 Penalty: 13935.761719
	Iteration 41Q: 3 clusters Score -1.79158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -17915800.000000 Penalty: 13935.761719
	Iteration 42F: 3 clusters Score -1.79158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Entering Unmasked Estep 
Score: -1503634.875000 Penalty: 5467.003418
	Iteration 0F: 2 clusters Score -1503635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1494835.500000 Penalty: 10934.006836
	Iteration 0F: 3 clusters Score -1494836 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1496478.500000 Penalty: 10934.006836
	Iteration 1F: 3 clusters Score -1496478 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1496850.875000 Penalty: 10934.006836
	Iteration 2F: 3 clusters Score -1496851 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1497079.625000 Penalty: 10934.006836
	Iteration 3Q: 3 clusters Score -1497080 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1497213.125000 Penalty: 10934.006836
	Iteration 4Q: 3 clusters Score -1497213 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1497300.125000 Penalty: 10934.006836
	Iteration 5Q: 3 clusters Score -1497300 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1497374.125000 Penalty: 10934.006836
	Iteration 6Q: 3 clusters Score -1497374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1497431.875000 Penalty: 10934.006836
	Iteration 7Q: 3 clusters Score -1497432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1497479.125000 Penalty: 10934.006836
	Iteration 8Q: 3 clusters Score -1497479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1497517.500000 Penalty: 10934.006836
	Iteration 9Q: 3 clusters Score -1497518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1497551.750000 Penalty: 10934.006836
	Iteration 10Q: 3 clusters Score -1497552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1497579.125000 Penalty: 10934.006836
	Iteration 11Q: 3 clusters Score -1497579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1497607.500000 Penalty: 10934.006836
	Iteration 12Q: 3 clusters Score -1497608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1497633.625000 Penalty: 10934.006836
	Iteration 13Q: 3 clusters Score -1497634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1497653.625000 Penalty: 10934.006836
	Iteration 14Q: 3 clusters Score -1497654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1497683.750000 Penalty: 10934.006836
	Iteration 15Q: 3 clusters Score -1497684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1497708.875000 Penalty: 10934.006836
	Iteration 16Q: 3 clusters Score -1497709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1497717.500000 Penalty: 10934.006836
	Iteration 17Q: 3 clusters Score -1497718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1497737.375000 Penalty: 10934.006836
	Iteration 18Q: 3 clusters Score -1497737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1497758.000000 Penalty: 10934.006836
	Iteration 19Q: 3 clusters Score -1497758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1497763.500000 Penalty: 10934.006836
	Iteration 20F: 3 clusters Score -1497764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1497771.250000 Penalty: 10934.006836
	Iteration 21Q: 3 clusters Score -1497771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1497776.375000 Penalty: 10934.006836
	Iteration 22Q: 3 clusters Score -1497776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1497778.625000 Penalty: 10934.006836
	Iteration 23Q: 3 clusters Score -1497779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1497783.000000 Penalty: 10934.006836
	Iteration 24Q: 3 clusters Score -1497783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1497787.250000 Penalty: 10934.006836
	Iteration 25Q: 3 clusters Score -1497787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1497791.000000 Penalty: 10934.006836
	Iteration 26Q: 3 clusters Score -1497791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1497795.750000 Penalty: 10934.006836
	Iteration 27Q: 3 clusters Score -1497796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1497800.250000 Penalty: 10934.006836
	Iteration 28Q: 3 clusters Score -1497800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1497803.625000 Penalty: 10934.006836
	Iteration 29Q: 3 clusters Score -1497804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1497808.000000 Penalty: 10934.006836
	Iteration 30Q: 3 clusters Score -1497808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1497813.125000 Penalty: 10934.006836
	Iteration 31Q: 3 clusters Score -1497813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1497820.625000 Penalty: 10934.006836
	Iteration 32Q: 3 clusters Score -1497821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1497823.625000 Penalty: 10934.006836
	Iteration 33Q: 3 clusters Score -1497824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1497822.625000 Penalty: 10934.006836
	Iteration 34Q: 3 clusters Score -1497823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1497822.625000 Penalty: 10934.006836
	Iteration 35F: 3 clusters Score -1497823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Entering Unmasked Estep 
Score: -5867751.500000 Penalty: 6287.782227
	Iteration 0F: 2 clusters Score -5867752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -5845767.500000 Penalty: 12575.564453
	Iteration 0F: 3 clusters Score -5845768 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -5852161.000000 Penalty: 12575.564453
	Iteration 1F: 3 clusters Score -5852161 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -5853321.000000 Penalty: 12575.564453
	Iteration 2F: 3 clusters Score -5853321 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -5854928.500000 Penalty: 12575.564453
	Iteration 3F: 3 clusters Score -5854928 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -5857004.500000 Penalty: 12575.564453
	Iteration 4F: 3 clusters Score -5857004 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -5859283.500000 Penalty: 12575.564453
	Iteration 5F: 3 clusters Score -5859284 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -5861339.000000 Penalty: 12575.564453
	Iteration 6F: 3 clusters Score -5861339 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -5863118.500000 Penalty: 12575.564453
	Iteration 7F: 3 clusters Score -5863118 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -5864460.500000 Penalty: 12575.564453
	Iteration 8F: 3 clusters Score -5864460 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5865310.000000 Penalty: 12575.564453
	Iteration 9Q: 3 clusters Score -5865310 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5865849.000000 Penalty: 12575.564453
	Iteration 10Q: 3 clusters Score -5865849 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -5866148.000000 Penalty: 12575.564453
	Iteration 11Q: 3 clusters Score -5866148 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -5866324.000000 Penalty: 12575.564453
	Iteration 12Q: 3 clusters Score -5866324 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -5866464.500000 Penalty: 12575.564453
	Iteration 13Q: 3 clusters Score -5866464 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -5866555.000000 Penalty: 12575.564453
	Iteration 14Q: 3 clusters Score -5866555 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -5866594.000000 Penalty: 12575.564453
	Iteration 15Q: 3 clusters Score -5866594 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5866636.500000 Penalty: 12575.564453
	Iteration 16Q: 3 clusters Score -5866636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5866656.000000 Penalty: 12575.564453
	Iteration 17Q: 3 clusters Score -5866656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -5866697.000000 Penalty: 12575.564453
	Iteration 18Q: 3 clusters Score -5866697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5866713.500000 Penalty: 12575.564453
	Iteration 19Q: 3 clusters Score -5866714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -5866735.500000 Penalty: 12575.564453
	Iteration 20F: 3 clusters Score -5866736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -5866737.500000 Penalty: 12575.564453
	Iteration 21Q: 3 clusters Score -5866738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -5866742.000000 Penalty: 12575.564453
	Iteration 22Q: 3 clusters Score -5866742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5866744.500000 Penalty: 12575.564453
	Iteration 23Q: 3 clusters Score -5866744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -5866736.500000 Penalty: 12575.564453
	Iteration 24Q: 3 clusters Score -5866736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5866728.500000 Penalty: 12575.564453
	Iteration 25Q: 3 clusters Score -5866728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5866736.000000 Penalty: 12575.564453
	Iteration 26Q: 3 clusters Score -5866736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -5866733.500000 Penalty: 12575.564453
	Iteration 27Q: 3 clusters Score -5866734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -5866743.000000 Penalty: 12575.564453
	Iteration 28Q: 3 clusters Score -5866743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5866749.500000 Penalty: 12575.564453
	Iteration 29Q: 3 clusters Score -5866750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5866759.000000 Penalty: 12575.564453
	Iteration 30Q: 3 clusters Score -5866759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -5866758.500000 Penalty: 12575.564453
	Iteration 31Q: 3 clusters Score -5866758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5866760.000000 Penalty: 12575.564453
	Iteration 32Q: 3 clusters Score -5866760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -5866770.000000 Penalty: 12575.564453
	Iteration 33Q: 3 clusters Score -5866770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -5866770.500000 Penalty: 12575.564453
	Iteration 34Q: 3 clusters Score -5866770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5866769.500000 Penalty: 12575.564453
	Iteration 35Q: 3 clusters Score -5866770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5866763.500000 Penalty: 12575.564453
	Iteration 36Q: 3 clusters Score -5866764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -5866776.000000 Penalty: 12575.564453
	Iteration 37Q: 3 clusters Score -5866776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5866785.000000 Penalty: 12575.564453
	Iteration 38Q: 3 clusters Score -5866785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5866783.000000 Penalty: 12575.564453
	Iteration 39Q: 3 clusters Score -5866783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5866773.000000 Penalty: 12575.564453
	Iteration 40F: 3 clusters Score -5866773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -5866778.500000 Penalty: 12575.564453
	Iteration 41Q: 3 clusters Score -5866778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5866778.500000 Penalty: 12575.564453
	Iteration 42Q: 3 clusters Score -5866778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -5866770.000000 Penalty: 12575.564453
	Iteration 43Q: 3 clusters Score -5866770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5866774.500000 Penalty: 12575.564453
	Iteration 44Q: 3 clusters Score -5866774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5866772.500000 Penalty: 12575.564453
	Iteration 45Q: 3 clusters Score -5866772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5866772.500000 Penalty: 12575.564453
	Iteration 46F: 3 clusters Score -5866772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Entering Unmasked Estep 
Score: -5284528.000000 Penalty: 6219.714355
	Iteration 0F: 2 clusters Score -5284528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5264434.000000 Penalty: 12439.428711
	Iteration 0F: 3 clusters Score -5264434 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -5270350.500000 Penalty: 12439.428711
	Iteration 1F: 3 clusters Score -5270350 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -5271449.000000 Penalty: 12439.428711
	Iteration 2F: 3 clusters Score -5271449 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -5272437.000000 Penalty: 12439.428711
	Iteration 3F: 3 clusters Score -5272437 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -5273490.500000 Penalty: 12439.428711
	Iteration 4F: 3 clusters Score -5273490 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -5274755.000000 Penalty: 12439.428711
	Iteration 5F: 3 clusters Score -5274755 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -5275993.000000 Penalty: 12439.428711
	Iteration 6F: 3 clusters Score -5275993 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -5277154.000000 Penalty: 12439.428711
	Iteration 7F: 3 clusters Score -5277154 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -5278175.500000 Penalty: 12439.428711
	Iteration 8F: 3 clusters Score -5278176 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -5278895.500000 Penalty: 12439.428711
	Iteration 9Q: 3 clusters Score -5278896 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -5279368.000000 Penalty: 12439.428711
	Iteration 10Q: 3 clusters Score -5279368 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -5279788.500000 Penalty: 12439.428711
	Iteration 11Q: 3 clusters Score -5279788 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -5280126.500000 Penalty: 12439.428711
	Iteration 12Q: 3 clusters Score -5280126 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -5280431.500000 Penalty: 12439.428711
	Iteration 13Q: 3 clusters Score -5280432 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -5280690.500000 Penalty: 12439.428711
	Iteration 14Q: 3 clusters Score -5280690 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -5280886.500000 Penalty: 12439.428711
	Iteration 15Q: 3 clusters Score -5280886 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -5281048.500000 Penalty: 12439.428711
	Iteration 16Q: 3 clusters Score -5281048 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -5281208.000000 Penalty: 12439.428711
	Iteration 17Q: 3 clusters Score -5281208 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -5281354.500000 Penalty: 12439.428711
	Iteration 18Q: 3 clusters Score -5281354 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -5281516.500000 Penalty: 12439.428711
	Iteration 19Q: 3 clusters Score -5281516 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -5281646.500000 Penalty: 12439.428711
	Iteration 20F: 3 clusters Score -5281646 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -5281755.500000 Penalty: 12439.428711
	Iteration 21Q: 3 clusters Score -5281756 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -5281827.000000 Penalty: 12439.428711
	Iteration 22Q: 3 clusters Score -5281827 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -5281902.500000 Penalty: 12439.428711
	Iteration 23Q: 3 clusters Score -5281902 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -5281949.000000 Penalty: 12439.428711
	Iteration 24Q: 3 clusters Score -5281949 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -5281999.500000 Penalty: 12439.428711
	Iteration 25Q: 3 clusters Score -5282000 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -5282033.000000 Penalty: 12439.428711
	Iteration 26Q: 3 clusters Score -5282033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -5282049.000000 Penalty: 12439.428711
	Iteration 27Q: 3 clusters Score -5282049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5282067.500000 Penalty: 12439.428711
	Iteration 28Q: 3 clusters Score -5282068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -5282095.000000 Penalty: 12439.428711
	Iteration 29Q: 3 clusters Score -5282095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -5282106.000000 Penalty: 12439.428711
	Iteration 30Q: 3 clusters Score -5282106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -5282113.500000 Penalty: 12439.428711
	Iteration 31Q: 3 clusters Score -5282114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5282119.500000 Penalty: 12439.428711
	Iteration 32Q: 3 clusters Score -5282120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -5282120.500000 Penalty: 12439.428711
	Iteration 33Q: 3 clusters Score -5282120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -5282128.000000 Penalty: 12439.428711
	Iteration 34Q: 3 clusters Score -5282128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -5282147.500000 Penalty: 12439.428711
	Iteration 35Q: 3 clusters Score -5282148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -5282160.500000 Penalty: 12439.428711
	Iteration 36Q: 3 clusters Score -5282160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -5282161.500000 Penalty: 12439.428711
	Iteration 37Q: 3 clusters Score -5282162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5282163.500000 Penalty: 12439.428711
	Iteration 38Q: 3 clusters Score -5282164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -5282161.000000 Penalty: 12439.428711
	Iteration 39Q: 3 clusters Score -5282161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5282176.500000 Penalty: 12439.428711
	Iteration 40F: 3 clusters Score -5282176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5282188.000000 Penalty: 12439.428711
	Iteration 41Q: 3 clusters Score -5282188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -5282193.500000 Penalty: 12439.428711
	Iteration 42Q: 3 clusters Score -5282194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5282187.000000 Penalty: 12439.428711
	Iteration 43Q: 3 clusters Score -5282187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5282192.500000 Penalty: 12439.428711
	Iteration 44Q: 3 clusters Score -5282192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5282197.000000 Penalty: 12439.428711
	Iteration 45Q: 3 clusters Score -5282197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -5282189.500000 Penalty: 12439.428711
	Iteration 46Q: 3 clusters Score -5282190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -5282179.500000 Penalty: 12439.428711
	Iteration 47Q: 3 clusters Score -5282180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5282182.500000 Penalty: 12439.428711
	Iteration 48Q: 3 clusters Score -5282182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -5282184.500000 Penalty: 12439.428711
	Iteration 49Q: 3 clusters Score -5282184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5282184.000000 Penalty: 12439.428711
	Iteration 50Q: 3 clusters Score -5282184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5282189.500000 Penalty: 12439.428711
	Iteration 51Q: 3 clusters Score -5282190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -5282189.500000 Penalty: 12439.428711
	Iteration 52Q: 3 clusters Score -5282190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5282186.500000 Penalty: 12439.428711
	Iteration 53Q: 3 clusters Score -5282186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5282199.000000 Penalty: 12439.428711
	Iteration 54Q: 3 clusters Score -5282199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5282207.000000 Penalty: 12439.428711
	Iteration 55Q: 3 clusters Score -5282207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -5282202.000000 Penalty: 12439.428711
	Iteration 56Q: 3 clusters Score -5282202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -5282205.000000 Penalty: 12439.428711
	Iteration 57Q: 3 clusters Score -5282205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -5282202.500000 Penalty: 12439.428711
	Iteration 58Q: 3 clusters Score -5282202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5282194.000000 Penalty: 12439.428711
	Iteration 59Q: 3 clusters Score -5282194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5282194.000000 Penalty: 12439.428711
	Iteration 60F: 3 clusters Score -5282194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Entering Unmasked Estep 
Score: -12889784.000000 Penalty: 6762.603027
	Iteration 0F: 2 clusters Score -1.288978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -12846111.000000 Penalty: 13525.206055
	Iteration 0F: 3 clusters Score -1.284611e+07 nChanged 27633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -12861056.000000 Penalty: 13525.206055
	Iteration 1F: 3 clusters Score -1.286106e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -12861944.000000 Penalty: 13525.206055
	Iteration 2Q: 3 clusters Score -1.286194e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -12862772.000000 Penalty: 13525.206055
	Iteration 3Q: 3 clusters Score -1.286277e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -12863506.000000 Penalty: 13525.206055
	Iteration 4Q: 3 clusters Score -1.286351e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -12864294.000000 Penalty: 13525.206055
	Iteration 5Q: 3 clusters Score -1.286429e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -12865490.000000 Penalty: 13525.206055
	Iteration 6Q: 3 clusters Score -1.286549e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -12867156.000000 Penalty: 13525.206055
	Iteration 7Q: 3 clusters Score -1.286716e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -12869414.000000 Penalty: 13525.206055
	Iteration 8F: 3 clusters Score -1.286941e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -12871968.000000 Penalty: 13525.206055
	Iteration 9F: 3 clusters Score -1.287197e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -12874681.000000 Penalty: 13525.206055
	Iteration 10F: 3 clusters Score -1.287468e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -12877065.000000 Penalty: 13525.206055
	Iteration 11F: 3 clusters Score -1.287706e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -12878992.000000 Penalty: 13525.206055
	Iteration 12Q: 3 clusters Score -1.287899e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -12880743.000000 Penalty: 13525.206055
	Iteration 13Q: 3 clusters Score -1.288074e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -12882569.000000 Penalty: 13525.206055
	Iteration 14Q: 3 clusters Score -1.288257e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -12884274.000000 Penalty: 13525.206055
	Iteration 15Q: 3 clusters Score -1.288427e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -12885498.000000 Penalty: 13525.206055
	Iteration 16Q: 3 clusters Score -1.28855e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -12886050.000000 Penalty: 13525.206055
	Iteration 17Q: 3 clusters Score -1.288605e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -12886413.000000 Penalty: 13525.206055
	Iteration 18Q: 3 clusters Score -1.288641e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -12886643.000000 Penalty: 13525.206055
	Iteration 19Q: 3 clusters Score -1.288664e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -12886754.000000 Penalty: 13525.206055
	Iteration 20F: 3 clusters Score -1.288675e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -12886886.000000 Penalty: 13525.206055
	Iteration 21Q: 3 clusters Score -1.288689e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -12887046.000000 Penalty: 13525.206055
	Iteration 22Q: 3 clusters Score -1.288705e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -12887239.000000 Penalty: 13525.206055
	Iteration 23Q: 3 clusters Score -1.288724e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -12887388.000000 Penalty: 13525.206055
	Iteration 24Q: 3 clusters Score -1.288739e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -12887498.000000 Penalty: 13525.206055
	Iteration 25Q: 3 clusters Score -1.28875e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -12887701.000000 Penalty: 13525.206055
	Iteration 26Q: 3 clusters Score -1.28877e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -12887809.000000 Penalty: 13525.206055
	Iteration 27Q: 3 clusters Score -1.288781e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -12888008.000000 Penalty: 13525.206055
	Iteration 28Q: 3 clusters Score -1.288801e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -12888240.000000 Penalty: 13525.206055
	Iteration 29Q: 3 clusters Score -1.288824e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -12888420.000000 Penalty: 13525.206055
	Iteration 30Q: 3 clusters Score -1.288842e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -12888610.000000 Penalty: 13525.206055
	Iteration 31Q: 3 clusters Score -1.288861e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -12888886.000000 Penalty: 13525.206055
	Iteration 32Q: 3 clusters Score -1.288889e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -12889129.000000 Penalty: 13525.206055
	Iteration 33Q: 3 clusters Score -1.288913e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -12889323.000000 Penalty: 13525.206055
	Iteration 34Q: 3 clusters Score -1.288932e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -12889516.000000 Penalty: 13525.206055
	Iteration 35Q: 3 clusters Score -1.288952e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -12889675.000000 Penalty: 13525.206055
	Iteration 36Q: 3 clusters Score -1.288968e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -12889783.000000 Penalty: 13525.206055
	Iteration 37Q: 3 clusters Score -1.288978e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -12889877.000000 Penalty: 13525.206055
	Iteration 38Q: 3 clusters Score -1.288988e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -12889932.000000 Penalty: 13525.206055
	Iteration 39Q: 3 clusters Score -1.288993e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -12890064.000000 Penalty: 13525.206055
	Iteration 40F: 3 clusters Score -1.289006e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -12890161.000000 Penalty: 13525.206055
	Iteration 41Q: 3 clusters Score -1.289016e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -12890194.000000 Penalty: 13525.206055
	Iteration 42Q: 3 clusters Score -1.289019e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -12890304.000000 Penalty: 13525.206055
	Iteration 43Q: 3 clusters Score -1.28903e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -12890348.000000 Penalty: 13525.206055
	Iteration 44Q: 3 clusters Score -1.289035e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -12890392.000000 Penalty: 13525.206055
	Iteration 45Q: 3 clusters Score -1.289039e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -12890419.000000 Penalty: 13525.206055
	Iteration 46Q: 3 clusters Score -1.289042e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -12890419.000000 Penalty: 13525.206055
	Iteration 47Q: 3 clusters Score -1.289042e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -12890448.000000 Penalty: 13525.206055
	Iteration 48Q: 3 clusters Score -1.289045e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -12890448.000000 Penalty: 13525.206055
	Iteration 49Q: 3 clusters Score -1.289045e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -12890490.000000 Penalty: 13525.206055
	Iteration 50Q: 3 clusters Score -1.289049e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -12890486.000000 Penalty: 13525.206055
	Iteration 51Q: 3 clusters Score -1.289049e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -12890481.000000 Penalty: 13525.206055
	Iteration 52Q: 3 clusters Score -1.289048e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -12890488.000000 Penalty: 13525.206055
	Iteration 53Q: 3 clusters Score -1.289049e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -12890507.000000 Penalty: 13525.206055
	Iteration 54Q: 3 clusters Score -1.289051e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -12890504.000000 Penalty: 13525.206055
	Iteration 55Q: 3 clusters Score -1.28905e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -12890519.000000 Penalty: 13525.206055
	Iteration 56Q: 3 clusters Score -1.289052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -12890497.000000 Penalty: 13525.206055
	Iteration 57Q: 3 clusters Score -1.28905e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -12890500.000000 Penalty: 13525.206055
	Iteration 58Q: 3 clusters Score -1.28905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -12890486.000000 Penalty: 13525.206055
	Iteration 59Q: 3 clusters Score -1.289049e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -12890485.000000 Penalty: 13525.206055
	Iteration 60F: 3 clusters Score -1.289048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -12890480.000000 Penalty: 13525.206055
	Iteration 61Q: 3 clusters Score -1.289048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -12890475.000000 Penalty: 13525.206055
	Iteration 62Q: 3 clusters Score -1.289048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -12890496.000000 Penalty: 13525.206055
	Iteration 63Q: 3 clusters Score -1.28905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -12890497.000000 Penalty: 13525.206055
	Iteration 64Q: 3 clusters Score -1.28905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -12890506.000000 Penalty: 13525.206055
	Iteration 65Q: 3 clusters Score -1.289051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -12890494.000000 Penalty: 13525.206055
	Iteration 66Q: 3 clusters Score -1.289049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -12890502.000000 Penalty: 13525.206055
	Iteration 67Q: 3 clusters Score -1.28905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -12890494.000000 Penalty: 13525.206055
	Iteration 68Q: 3 clusters Score -1.289049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -12890500.000000 Penalty: 13525.206055
	Iteration 69Q: 3 clusters Score -1.28905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -12890502.000000 Penalty: 13525.206055
	Iteration 70Q: 3 clusters Score -1.28905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -12890503.000000 Penalty: 13525.206055
	Iteration 71Q: 3 clusters Score -1.28905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -12890508.000000 Penalty: 13525.206055
	Iteration 72Q: 3 clusters Score -1.289051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -12890497.000000 Penalty: 13525.206055
	Iteration 73Q: 3 clusters Score -1.28905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -12890507.000000 Penalty: 13525.206055
	Iteration 74Q: 3 clusters Score -1.289051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -12890498.000000 Penalty: 13525.206055
	Iteration 75Q: 3 clusters Score -1.28905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -12890501.000000 Penalty: 13525.206055
	Iteration 76Q: 3 clusters Score -1.28905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -12890499.000000 Penalty: 13525.206055
	Iteration 77Q: 3 clusters Score -1.28905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -12890509.000000 Penalty: 13525.206055
	Iteration 78Q: 3 clusters Score -1.289051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -12890503.000000 Penalty: 13525.206055
	Iteration 79Q: 3 clusters Score -1.28905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -12890507.000000 Penalty: 13525.206055
	Iteration 80F: 3 clusters Score -1.289051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -12890490.000000 Penalty: 13525.206055
	Iteration 81Q: 3 clusters Score -1.289049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -12890497.000000 Penalty: 13525.206055
	Iteration 82Q: 3 clusters Score -1.28905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -12890501.000000 Penalty: 13525.206055
	Iteration 83Q: 3 clusters Score -1.28905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -12890513.000000 Penalty: 13525.206055
	Iteration 84Q: 3 clusters Score -1.289051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -12890518.000000 Penalty: 13525.206055
	Iteration 85Q: 3 clusters Score -1.289052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -12890505.000000 Penalty: 13525.206055
	Iteration 86Q: 3 clusters Score -1.28905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -12890496.000000 Penalty: 13525.206055
	Iteration 87Q: 3 clusters Score -1.28905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -12890500.000000 Penalty: 13525.206055
	Iteration 88Q: 3 clusters Score -1.28905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -12890494.000000 Penalty: 13525.206055
	Iteration 89Q: 3 clusters Score -1.289049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -12890487.000000 Penalty: 13525.206055
	Iteration 90Q: 3 clusters Score -1.289049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -12890493.000000 Penalty: 13525.206055
	Iteration 91Q: 3 clusters Score -1.289049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -12890496.000000 Penalty: 13525.206055
	Iteration 92Q: 3 clusters Score -1.28905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -12890513.000000 Penalty: 13525.206055
	Iteration 93Q: 3 clusters Score -1.289051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -12890504.000000 Penalty: 13525.206055
	Iteration 94Q: 3 clusters Score -1.28905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -12890504.000000 Penalty: 13525.206055
	Iteration 95F: 3 clusters Score -1.28905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24440 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28456 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28732 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 43387 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11463 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 18992 members 
Entering Unmasked Estep 
Score: -89418472.000000 Penalty: 183124.609375
Splitting cluster 15 changes total score from -89418768.000000 to -89418472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -1075168.125000 Penalty: 5271.584473
	Iteration 0F: 2 clusters Score -1075168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1067770.875000 Penalty: 10543.168945
	Iteration 0F: 3 clusters Score -1067771 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1068976.875000 Penalty: 10543.168945
	Iteration 1F: 3 clusters Score -1068977 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1069312.125000 Penalty: 10543.168945
	Iteration 2F: 3 clusters Score -1069312 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1069495.500000 Penalty: 10543.168945
	Iteration 3Q: 3 clusters Score -1069496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1069612.375000 Penalty: 10543.168945
	Iteration 4Q: 3 clusters Score -1069612 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1069694.000000 Penalty: 10543.168945
	Iteration 5Q: 3 clusters Score -1069694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1069766.625000 Penalty: 10543.168945
	Iteration 6Q: 3 clusters Score -1069767 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1069821.125000 Penalty: 10543.168945
	Iteration 7Q: 3 clusters Score -1069821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1069870.625000 Penalty: 10543.168945
	Iteration 8Q: 3 clusters Score -1069871 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1069895.625000 Penalty: 10543.168945
	Iteration 9Q: 3 clusters Score -1069896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1069916.625000 Penalty: 10543.168945
	Iteration 10Q: 3 clusters Score -1069917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1069934.625000 Penalty: 10543.168945
	Iteration 11Q: 3 clusters Score -1069935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1069951.750000 Penalty: 10543.168945
	Iteration 12Q: 3 clusters Score -1069952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1069967.875000 Penalty: 10543.168945
	Iteration 13Q: 3 clusters Score -1069968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1069982.625000 Penalty: 10543.168945
	Iteration 14Q: 3 clusters Score -1069983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1069992.500000 Penalty: 10543.168945
	Iteration 15Q: 3 clusters Score -1069992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1070001.375000 Penalty: 10543.168945
	Iteration 16Q: 3 clusters Score -1070001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1070006.750000 Penalty: 10543.168945
	Iteration 17Q: 3 clusters Score -1070007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1070013.625000 Penalty: 10543.168945
	Iteration 18Q: 3 clusters Score -1070014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1070017.625000 Penalty: 10543.168945
	Iteration 19Q: 3 clusters Score -1070018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1070021.625000 Penalty: 10543.168945
	Iteration 20F: 3 clusters Score -1070022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1070028.000000 Penalty: 10543.168945
	Iteration 21Q: 3 clusters Score -1070028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1070034.250000 Penalty: 10543.168945
	Iteration 22Q: 3 clusters Score -1070034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1070039.875000 Penalty: 10543.168945
	Iteration 23Q: 3 clusters Score -1070040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1070046.750000 Penalty: 10543.168945
	Iteration 24Q: 3 clusters Score -1070047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1070049.375000 Penalty: 10543.168945
	Iteration 25Q: 3 clusters Score -1070049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1070050.500000 Penalty: 10543.168945
	Iteration 26Q: 3 clusters Score -1070050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1070052.250000 Penalty: 10543.168945
	Iteration 27Q: 3 clusters Score -1070052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1070059.875000 Penalty: 10543.168945
	Iteration 28Q: 3 clusters Score -1070060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1070065.125000 Penalty: 10543.168945
	Iteration 29Q: 3 clusters Score -1070065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1070068.000000 Penalty: 10543.168945
	Iteration 30Q: 3 clusters Score -1070068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1070071.750000 Penalty: 10543.168945
	Iteration 31Q: 3 clusters Score -1070072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1070077.375000 Penalty: 10543.168945
	Iteration 32Q: 3 clusters Score -1070077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1070081.125000 Penalty: 10543.168945
	Iteration 33Q: 3 clusters Score -1070081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1070086.500000 Penalty: 10543.168945
	Iteration 34Q: 3 clusters Score -1070086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1070090.250000 Penalty: 10543.168945
	Iteration 35Q: 3 clusters Score -1070090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1070091.750000 Penalty: 10543.168945
	Iteration 36Q: 3 clusters Score -1070092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1070092.500000 Penalty: 10543.168945
	Iteration 37Q: 3 clusters Score -1070092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1070097.875000 Penalty: 10543.168945
	Iteration 38Q: 3 clusters Score -1070098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1070107.375000 Penalty: 10543.168945
	Iteration 39Q: 3 clusters Score -1070107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1070111.375000 Penalty: 10543.168945
	Iteration 40F: 3 clusters Score -1070111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1070115.250000 Penalty: 10543.168945
	Iteration 41Q: 3 clusters Score -1070115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1070119.625000 Penalty: 10543.168945
	Iteration 42Q: 3 clusters Score -1070120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1070123.625000 Penalty: 10543.168945
	Iteration 43Q: 3 clusters Score -1070124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1070129.500000 Penalty: 10543.168945
	Iteration 44Q: 3 clusters Score -1070130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1070127.125000 Penalty: 10543.168945
	Iteration 45Q: 3 clusters Score -1070127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1070128.125000 Penalty: 10543.168945
	Iteration 46Q: 3 clusters Score -1070128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1070130.125000 Penalty: 10543.168945
	Iteration 47Q: 3 clusters Score -1070130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1070134.000000 Penalty: 10543.168945
	Iteration 48Q: 3 clusters Score -1070134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1070134.125000 Penalty: 10543.168945
	Iteration 49Q: 3 clusters Score -1070134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1070134.125000 Penalty: 10543.168945
	Iteration 50Q: 3 clusters Score -1070134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1070134.125000 Penalty: 10543.168945
	Iteration 51F: 3 clusters Score -1070134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -55403.109375 Penalty: 3533.096680
	Iteration 0F: 2 clusters Score -55403.11 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 164 members 
Entering Unmasked Estep 
Score: -52549.527344 Penalty: 7066.193359
	Iteration 0F: 3 clusters Score -52549.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52672.960938 Penalty: 7066.193359
	Iteration 1F: 3 clusters Score -52672.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52699.457031 Penalty: 7066.193359
	Iteration 2Q: 3 clusters Score -52699.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52719.144531 Penalty: 7066.193359
	Iteration 3Q: 3 clusters Score -52719.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52735.406250 Penalty: 7066.193359
	Iteration 4Q: 3 clusters Score -52735.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52746.417969 Penalty: 7066.193359
	Iteration 5Q: 3 clusters Score -52746.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52746.417969 Penalty: 7066.193359
	Iteration 6F: 3 clusters Score -52746.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Entering Unmasked Estep 
Score: -2326541.250000 Penalty: 5724.963867
	Iteration 0F: 2 clusters Score -2326541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2315310.250000 Penalty: 11449.927734
	Iteration 0F: 3 clusters Score -2315310 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2317724.750000 Penalty: 11449.927734
	Iteration 1F: 3 clusters Score -2317725 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2318232.500000 Penalty: 11449.927734
	Iteration 2F: 3 clusters Score -2318232 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2318566.250000 Penalty: 11449.927734
	Iteration 3F: 3 clusters Score -2318566 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2318790.250000 Penalty: 11449.927734
	Iteration 4Q: 3 clusters Score -2318790 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2318949.000000 Penalty: 11449.927734
	Iteration 5Q: 3 clusters Score -2318949 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2319095.500000 Penalty: 11449.927734
	Iteration 6Q: 3 clusters Score -2319096 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2319210.750000 Penalty: 11449.927734
	Iteration 7Q: 3 clusters Score -2319211 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2319329.500000 Penalty: 11449.927734
	Iteration 8Q: 3 clusters Score -2319330 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2319440.750000 Penalty: 11449.927734
	Iteration 9Q: 3 clusters Score -2319441 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2319537.750000 Penalty: 11449.927734
	Iteration 10Q: 3 clusters Score -2319538 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2319599.750000 Penalty: 11449.927734
	Iteration 11Q: 3 clusters Score -2319600 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2319681.250000 Penalty: 11449.927734
	Iteration 12Q: 3 clusters Score -2319681 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2319754.500000 Penalty: 11449.927734
	Iteration 13Q: 3 clusters Score -2319754 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2319817.500000 Penalty: 11449.927734
	Iteration 14Q: 3 clusters Score -2319818 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2319874.250000 Penalty: 11449.927734
	Iteration 15Q: 3 clusters Score -2319874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2319932.500000 Penalty: 11449.927734
	Iteration 16Q: 3 clusters Score -2319932 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2319994.750000 Penalty: 11449.927734
	Iteration 17Q: 3 clusters Score -2319995 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2320067.250000 Penalty: 11449.927734
	Iteration 18Q: 3 clusters Score -2320067 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2320139.500000 Penalty: 11449.927734
	Iteration 19Q: 3 clusters Score -2320140 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2320220.500000 Penalty: 11449.927734
	Iteration 20F: 3 clusters Score -2320220 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2320297.000000 Penalty: 11449.927734
	Iteration 21Q: 3 clusters Score -2320297 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2320404.250000 Penalty: 11449.927734
	Iteration 22Q: 3 clusters Score -2320404 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2320495.250000 Penalty: 11449.927734
	Iteration 23Q: 3 clusters Score -2320495 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2320585.500000 Penalty: 11449.927734
	Iteration 24Q: 3 clusters Score -2320586 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2320695.500000 Penalty: 11449.927734
	Iteration 25Q: 3 clusters Score -2320696 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2320807.500000 Penalty: 11449.927734
	Iteration 26Q: 3 clusters Score -2320808 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2320914.750000 Penalty: 11449.927734
	Iteration 27Q: 3 clusters Score -2320915 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2321026.500000 Penalty: 11449.927734
	Iteration 28Q: 3 clusters Score -2321026 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2321123.750000 Penalty: 11449.927734
	Iteration 29Q: 3 clusters Score -2321124 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2321213.000000 Penalty: 11449.927734
	Iteration 30Q: 3 clusters Score -2321213 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2321303.250000 Penalty: 11449.927734
	Iteration 31Q: 3 clusters Score -2321303 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2321378.750000 Penalty: 11449.927734
	Iteration 32Q: 3 clusters Score -2321379 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2321444.250000 Penalty: 11449.927734
	Iteration 33Q: 3 clusters Score -2321444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2321492.500000 Penalty: 11449.927734
	Iteration 34Q: 3 clusters Score -2321492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2321547.250000 Penalty: 11449.927734
	Iteration 35Q: 3 clusters Score -2321547 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2321580.250000 Penalty: 11449.927734
	Iteration 36Q: 3 clusters Score -2321580 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2321625.500000 Penalty: 11449.927734
	Iteration 37Q: 3 clusters Score -2321626 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2321667.000000 Penalty: 11449.927734
	Iteration 38Q: 3 clusters Score -2321667 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2321698.250000 Penalty: 11449.927734
	Iteration 39Q: 3 clusters Score -2321698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2321725.000000 Penalty: 11449.927734
	Iteration 40F: 3 clusters Score -2321725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2321745.750000 Penalty: 11449.927734
	Iteration 41Q: 3 clusters Score -2321746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2321760.500000 Penalty: 11449.927734
	Iteration 42Q: 3 clusters Score -2321760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2321776.500000 Penalty: 11449.927734
	Iteration 43Q: 3 clusters Score -2321776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2321786.000000 Penalty: 11449.927734
	Iteration 44Q: 3 clusters Score -2321786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2321790.250000 Penalty: 11449.927734
	Iteration 45Q: 3 clusters Score -2321790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2321803.000000 Penalty: 11449.927734
	Iteration 46Q: 3 clusters Score -2321803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2321807.000000 Penalty: 11449.927734
	Iteration 47Q: 3 clusters Score -2321807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2321807.500000 Penalty: 11449.927734
	Iteration 48Q: 3 clusters Score -2321808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2321812.250000 Penalty: 11449.927734
	Iteration 49Q: 3 clusters Score -2321812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2321817.500000 Penalty: 11449.927734
	Iteration 50Q: 3 clusters Score -2321818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2321818.000000 Penalty: 11449.927734
	Iteration 51Q: 3 clusters Score -2321818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2321824.500000 Penalty: 11449.927734
	Iteration 52Q: 3 clusters Score -2321824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2321825.000000 Penalty: 11449.927734
	Iteration 53Q: 3 clusters Score -2321825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2321826.750000 Penalty: 11449.927734
	Iteration 54Q: 3 clusters Score -2321827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2321831.000000 Penalty: 11449.927734
	Iteration 55Q: 3 clusters Score -2321831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2321837.000000 Penalty: 11449.927734
	Iteration 56Q: 3 clusters Score -2321837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2321834.750000 Penalty: 11449.927734
	Iteration 57Q: 3 clusters Score -2321835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2321838.000000 Penalty: 11449.927734
	Iteration 58Q: 3 clusters Score -2321838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2321837.500000 Penalty: 11449.927734
	Iteration 59Q: 3 clusters Score -2321838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2321837.750000 Penalty: 11449.927734
	Iteration 60F: 3 clusters Score -2321838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2321837.000000 Penalty: 11449.927734
	Iteration 61Q: 3 clusters Score -2321837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2321837.000000 Penalty: 11449.927734
	Iteration 62F: 3 clusters Score -2321837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -165122.125000 Penalty: 4196.998535
	Iteration 0F: 2 clusters Score -165122.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -161123.500000 Penalty: 8393.997070
	Iteration 0F: 3 clusters Score -161123.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -161697.343750 Penalty: 8393.997070
	Iteration 1F: 3 clusters Score -161697.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -162005.125000 Penalty: 8393.997070
	Iteration 2F: 3 clusters Score -162005.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -162211.421875 Penalty: 8393.997070
	Iteration 3Q: 3 clusters Score -162211.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -162359.546875 Penalty: 8393.997070
	Iteration 4Q: 3 clusters Score -162359.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -162530.015625 Penalty: 8393.997070
	Iteration 5Q: 3 clusters Score -162530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -162941.281250 Penalty: 8393.997070
	Iteration 6Q: 3 clusters Score -162941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -163730.281250 Penalty: 8393.997070
	Iteration 7Q: 3 clusters Score -163730.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -163918.421875 Penalty: 8393.997070
	Iteration 8Q: 3 clusters Score -163918.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -164078.843750 Penalty: 8393.997070
	Iteration 9Q: 3 clusters Score -164078.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -164169.500000 Penalty: 8393.997070
	Iteration 10Q: 3 clusters Score -164169.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -164235.875000 Penalty: 8393.997070
	Iteration 11Q: 3 clusters Score -164235.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -164293.187500 Penalty: 8393.997070
	Iteration 12Q: 3 clusters Score -164293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -164321.093750 Penalty: 8393.997070
	Iteration 13Q: 3 clusters Score -164321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -164351.062500 Penalty: 8393.997070
	Iteration 14Q: 3 clusters Score -164351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -164376.671875 Penalty: 8393.997070
	Iteration 15Q: 3 clusters Score -164376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -164390.875000 Penalty: 8393.997070
	Iteration 16Q: 3 clusters Score -164390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -164393.718750 Penalty: 8393.997070
	Iteration 17Q: 3 clusters Score -164393.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -164394.562500 Penalty: 8393.997070
	Iteration 18F: 3 clusters Score -164394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -164401.750000 Penalty: 8393.997070
	Iteration 19Q: 3 clusters Score -164401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -164401.750000 Penalty: 8393.997070
	Iteration 20F: 3 clusters Score -164401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -104349.679688 Penalty: 3883.469971
	Iteration 0F: 2 clusters Score -104349.7 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 295 members 
Entering Unmasked Estep 
Score: -100824.445312 Penalty: 7766.939941
	Iteration 0F: 3 clusters Score -100824.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -101013.976562 Penalty: 7766.939941
	Iteration 1F: 3 clusters Score -101014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -101095.007812 Penalty: 7766.939941
	Iteration 2Q: 3 clusters Score -101095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101137.140625 Penalty: 7766.939941
	Iteration 3Q: 3 clusters Score -101137.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101183.960938 Penalty: 7766.939941
	Iteration 4Q: 3 clusters Score -101184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -101192.367188 Penalty: 7766.939941
	Iteration 5Q: 3 clusters Score -101192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101198.234375 Penalty: 7766.939941
	Iteration 6Q: 3 clusters Score -101198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101198.234375 Penalty: 7766.939941
	Iteration 7F: 3 clusters Score -101198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -144295.953125 Penalty: 4095.854004
	Iteration 0F: 2 clusters Score -144296 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 398 members 
Entering Unmasked Estep 
Score: -140567.656250 Penalty: 8191.708008
	Iteration 0F: 3 clusters Score -140567.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -141026.109375 Penalty: 8191.708008
	Iteration 1F: 3 clusters Score -141026.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -141339.875000 Penalty: 8191.708008
	Iteration 2F: 3 clusters Score -141339.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -141625.359375 Penalty: 8191.708008
	Iteration 3F: 3 clusters Score -141625.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -141939.406250 Penalty: 8191.708008
	Iteration 4F: 3 clusters Score -141939.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -142258.890625 Penalty: 8191.708008
	Iteration 5Q: 3 clusters Score -142258.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -142480.875000 Penalty: 8191.708008
	Iteration 6Q: 3 clusters Score -142480.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -142623.625000 Penalty: 8191.708008
	Iteration 7Q: 3 clusters Score -142623.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -142706.812500 Penalty: 8191.708008
	Iteration 8Q: 3 clusters Score -142706.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -142787.687500 Penalty: 8191.708008
	Iteration 9Q: 3 clusters Score -142787.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -142885.921875 Penalty: 8191.708008
	Iteration 10Q: 3 clusters Score -142885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -142951.734375 Penalty: 8191.708008
	Iteration 11Q: 3 clusters Score -142951.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -143013.734375 Penalty: 8191.708008
	Iteration 12Q: 3 clusters Score -143013.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -143071.437500 Penalty: 8191.708008
	Iteration 13Q: 3 clusters Score -143071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -143165.859375 Penalty: 8191.708008
	Iteration 14Q: 3 clusters Score -143165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -143208.390625 Penalty: 8191.708008
	Iteration 15Q: 3 clusters Score -143208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -143222.406250 Penalty: 8191.708008
	Iteration 16Q: 3 clusters Score -143222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -143241.171875 Penalty: 8191.708008
	Iteration 17Q: 3 clusters Score -143241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -143266.296875 Penalty: 8191.708008
	Iteration 18Q: 3 clusters Score -143266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -143279.812500 Penalty: 8191.708008
	Iteration 19Q: 3 clusters Score -143279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -143311.812500 Penalty: 8191.708008
	Iteration 20F: 3 clusters Score -143311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -143402.937500 Penalty: 8191.708008
	Iteration 21Q: 3 clusters Score -143402.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -143530.609375 Penalty: 8191.708008
	Iteration 22Q: 3 clusters Score -143530.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -143660.234375 Penalty: 8191.708008
	Iteration 23Q: 3 clusters Score -143660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -143819.937500 Penalty: 8191.708008
	Iteration 24Q: 3 clusters Score -143819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -143835.062500 Penalty: 8191.708008
	Iteration 25Q: 3 clusters Score -143835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -143842.421875 Penalty: 8191.708008
	Iteration 26Q: 3 clusters Score -143842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -143842.421875 Penalty: 8191.708008
	Iteration 27F: 3 clusters Score -143842.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -51220.972656 Penalty: 3523.450684
	Iteration 0F: 2 clusters Score -51220.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48336.015625 Penalty: 7046.901367
	Iteration 0F: 3 clusters Score -48336.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48402.667969 Penalty: 7046.901367
	Iteration 1Q: 3 clusters Score -48402.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48445.570312 Penalty: 7046.901367
	Iteration 2Q: 3 clusters Score -48445.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48476.789062 Penalty: 7046.901367
	Iteration 3Q: 3 clusters Score -48476.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48489.566406 Penalty: 7046.901367
	Iteration 4Q: 3 clusters Score -48489.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48489.566406 Penalty: 7046.901367
	Iteration 5F: 3 clusters Score -48489.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24440 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28456 members 
Mstep: Class 8 contains 37640 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28732 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62379 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11463 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418728.000000 Penalty: 175162.671875
Iteration 279Q: 23 clusters Score -8.941873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24439 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28465 members 
Mstep: Class 8 contains 37642 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28729 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62380 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11456 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418720.000000 Penalty: 175162.671875
Iteration 280F: 23 clusters Score -8.941872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24440 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28472 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28728 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 62379 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11451 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418736.000000 Penalty: 175162.671875
Iteration 281Q: 23 clusters Score -8.941874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24440 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28472 members 
Mstep: Class 8 contains 37645 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28726 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62383 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11447 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418744.000000 Penalty: 175162.671875
Iteration 282Q: 23 clusters Score -8.941874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24440 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28470 members 
Mstep: Class 8 contains 37646 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62382 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11451 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418776.000000 Penalty: 175162.671875
Iteration 283Q: 23 clusters Score -8.941878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24441 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28473 members 
Mstep: Class 8 contains 37645 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62381 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418768.000000 Penalty: 175162.671875
Iteration 284Q: 23 clusters Score -8.941877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24441 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28474 members 
Mstep: Class 8 contains 37645 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26796 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62381 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418744.000000 Penalty: 175162.671875
Iteration 285Q: 23 clusters Score -8.941874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24442 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28475 members 
Mstep: Class 8 contains 37645 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26796 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25711 members 
Mstep: Class 15 contains 62381 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418736.000000 Penalty: 175162.671875
Iteration 286Q: 23 clusters Score -8.941874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24443 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28476 members 
Mstep: Class 8 contains 37646 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26796 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28728 members 
Mstep: Class 14 contains 25711 members 
Mstep: Class 15 contains 62381 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11446 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418768.000000 Penalty: 175162.671875
Iteration 287Q: 23 clusters Score -8.941877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24445 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28476 members 
Mstep: Class 8 contains 37646 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26796 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25711 members 
Mstep: Class 15 contains 62381 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11445 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418744.000000 Penalty: 175162.671875
Iteration 288Q: 23 clusters Score -8.941874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24448 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28476 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26796 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28726 members 
Mstep: Class 14 contains 25712 members 
Mstep: Class 15 contains 62380 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11446 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418776.000000 Penalty: 175162.671875
Iteration 289Q: 23 clusters Score -8.941878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24450 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28474 members 
Mstep: Class 8 contains 37643 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28726 members 
Mstep: Class 14 contains 25712 members 
Mstep: Class 15 contains 62380 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418768.000000 Penalty: 175162.671875
Iteration 290Q: 23 clusters Score -8.941877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24450 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28474 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87215 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25711 members 
Mstep: Class 15 contains 62380 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11451 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418792.000000 Penalty: 175162.671875
Iteration 291Q: 23 clusters Score -8.941879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24450 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28474 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62381 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418784.000000 Penalty: 175162.671875
Iteration 292Q: 23 clusters Score -8.941878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24450 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28476 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62381 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418784.000000 Penalty: 175162.671875
Iteration 293Q: 23 clusters Score -8.941878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24450 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28477 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62381 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11446 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418760.000000 Penalty: 175162.671875
Iteration 294Q: 23 clusters Score -8.941876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24451 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28477 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62382 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11445 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418760.000000 Penalty: 175162.671875
Iteration 295Q: 23 clusters Score -8.941876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24451 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28477 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62382 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11446 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418768.000000 Penalty: 175162.671875
Iteration 296Q: 23 clusters Score -8.941877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24451 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28477 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26794 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62382 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418728.000000 Penalty: 175162.671875
Iteration 297Q: 23 clusters Score -8.941873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24451 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28477 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26794 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62382 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418728.000000 Penalty: 175162.671875
Iteration 298F: 23 clusters Score -8.941873e+07 nChanged 0
Entering ConstructFrom: 
Score: -89418728.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (76906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Entering Unmasked Estep 
Score: -15917343.000000 Penalty: 6890.833008
	Iteration 0F: 2 clusters Score -1.591734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -15864290.000000 Penalty: 13781.666016
	Iteration 0F: 3 clusters Score -1.586429e+07 nChanged 34435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -15883293.000000 Penalty: 13781.666016
	Iteration 1F: 3 clusters Score -1.588329e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -15884514.000000 Penalty: 13781.666016
	Iteration 2Q: 3 clusters Score -1.588451e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -15885861.000000 Penalty: 13781.666016
	Iteration 3Q: 3 clusters Score -1.588586e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -15887243.000000 Penalty: 13781.666016
	Iteration 4Q: 3 clusters Score -1.588724e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -15888682.000000 Penalty: 13781.666016
	Iteration 5Q: 3 clusters Score -1.588868e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -15890347.000000 Penalty: 13781.666016
	Iteration 6Q: 3 clusters Score -1.589035e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -15892179.000000 Penalty: 13781.666016
	Iteration 7Q: 3 clusters Score -1.589218e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -15893706.000000 Penalty: 13781.666016
	Iteration 8Q: 3 clusters Score -1.589371e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -15895024.000000 Penalty: 13781.666016
	Iteration 9Q: 3 clusters Score -1.589502e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -15895916.000000 Penalty: 13781.666016
	Iteration 10Q: 3 clusters Score -1.589592e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -15896739.000000 Penalty: 13781.666016
	Iteration 11Q: 3 clusters Score -1.589674e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -15897465.000000 Penalty: 13781.666016
	Iteration 12Q: 3 clusters Score -1.589746e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -15898139.000000 Penalty: 13781.666016
	Iteration 13Q: 3 clusters Score -1.589814e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -15898787.000000 Penalty: 13781.666016
	Iteration 14Q: 3 clusters Score -1.589879e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -15899584.000000 Penalty: 13781.666016
	Iteration 15Q: 3 clusters Score -1.589958e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -15900601.000000 Penalty: 13781.666016
	Iteration 16Q: 3 clusters Score -1.59006e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -15901765.000000 Penalty: 13781.666016
	Iteration 17Q: 3 clusters Score -1.590176e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -15903098.000000 Penalty: 13781.666016
	Iteration 18Q: 3 clusters Score -1.59031e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -15904580.000000 Penalty: 13781.666016
	Iteration 19Q: 3 clusters Score -1.590458e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -15905950.000000 Penalty: 13781.666016
	Iteration 20F: 3 clusters Score -1.590595e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -15907271.000000 Penalty: 13781.666016
	Iteration 21Q: 3 clusters Score -1.590727e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -15908418.000000 Penalty: 13781.666016
	Iteration 22Q: 3 clusters Score -1.590842e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -15909408.000000 Penalty: 13781.666016
	Iteration 23Q: 3 clusters Score -1.590941e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -15910205.000000 Penalty: 13781.666016
	Iteration 24Q: 3 clusters Score -1.59102e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -15910801.000000 Penalty: 13781.666016
	Iteration 25Q: 3 clusters Score -1.59108e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -15911305.000000 Penalty: 13781.666016
	Iteration 26Q: 3 clusters Score -1.59113e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -15911609.000000 Penalty: 13781.666016
	Iteration 27Q: 3 clusters Score -1.591161e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -15911787.000000 Penalty: 13781.666016
	Iteration 28Q: 3 clusters Score -1.591179e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -15911931.000000 Penalty: 13781.666016
	Iteration 29Q: 3 clusters Score -1.591193e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -15912016.000000 Penalty: 13781.666016
	Iteration 30Q: 3 clusters Score -1.591202e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -15912101.000000 Penalty: 13781.666016
	Iteration 31Q: 3 clusters Score -1.59121e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -15912231.000000 Penalty: 13781.666016
	Iteration 32Q: 3 clusters Score -1.591223e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -15912303.000000 Penalty: 13781.666016
	Iteration 33Q: 3 clusters Score -1.59123e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -15912367.000000 Penalty: 13781.666016
	Iteration 34Q: 3 clusters Score -1.591237e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -15912410.000000 Penalty: 13781.666016
	Iteration 35Q: 3 clusters Score -1.591241e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -15912441.000000 Penalty: 13781.666016
	Iteration 36Q: 3 clusters Score -1.591244e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -15912443.000000 Penalty: 13781.666016
	Iteration 37Q: 3 clusters Score -1.591244e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -15912466.000000 Penalty: 13781.666016
	Iteration 38Q: 3 clusters Score -1.591247e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 72916 members 
Entering Unmasked Estep 
Score: -15912459.000000 Penalty: 13781.666016
	Iteration 39Q: 3 clusters Score -1.591246e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -15912472.000000 Penalty: 13781.666016
	Iteration 40F: 3 clusters Score -1.591247e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -15912501.000000 Penalty: 13781.666016
	Iteration 41Q: 3 clusters Score -1.59125e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -15912516.000000 Penalty: 13781.666016
	Iteration 42Q: 3 clusters Score -1.591252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -15912525.000000 Penalty: 13781.666016
	Iteration 43Q: 3 clusters Score -1.591252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -15912532.000000 Penalty: 13781.666016
	Iteration 44Q: 3 clusters Score -1.591253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -15912544.000000 Penalty: 13781.666016
	Iteration 45Q: 3 clusters Score -1.591254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -15912565.000000 Penalty: 13781.666016
	Iteration 46Q: 3 clusters Score -1.591256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -15912550.000000 Penalty: 13781.666016
	Iteration 47Q: 3 clusters Score -1.591255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -15912558.000000 Penalty: 13781.666016
	Iteration 48Q: 3 clusters Score -1.591256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -15912556.000000 Penalty: 13781.666016
	Iteration 49Q: 3 clusters Score -1.591256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -15912537.000000 Penalty: 13781.666016
	Iteration 50Q: 3 clusters Score -1.591254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -15912543.000000 Penalty: 13781.666016
	Iteration 51Q: 3 clusters Score -1.591254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -15912548.000000 Penalty: 13781.666016
	Iteration 52Q: 3 clusters Score -1.591255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -15912560.000000 Penalty: 13781.666016
	Iteration 53Q: 3 clusters Score -1.591256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -15912559.000000 Penalty: 13781.666016
	Iteration 54Q: 3 clusters Score -1.591256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -15912568.000000 Penalty: 13781.666016
	Iteration 55Q: 3 clusters Score -1.591257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -15912582.000000 Penalty: 13781.666016
	Iteration 56Q: 3 clusters Score -1.591258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -15912588.000000 Penalty: 13781.666016
	Iteration 57Q: 3 clusters Score -1.591259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -15912591.000000 Penalty: 13781.666016
	Iteration 58Q: 3 clusters Score -1.591259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -15912594.000000 Penalty: 13781.666016
	Iteration 59Q: 3 clusters Score -1.591259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -15912590.000000 Penalty: 13781.666016
	Iteration 60F: 3 clusters Score -1.591259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -15912587.000000 Penalty: 13781.666016
	Iteration 61Q: 3 clusters Score -1.591259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -15912599.000000 Penalty: 13781.666016
	Iteration 62Q: 3 clusters Score -1.59126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -15912609.000000 Penalty: 13781.666016
	Iteration 63Q: 3 clusters Score -1.591261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -15912580.000000 Penalty: 13781.666016
	Iteration 64Q: 3 clusters Score -1.591258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -15912585.000000 Penalty: 13781.666016
	Iteration 65Q: 3 clusters Score -1.591258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -15912587.000000 Penalty: 13781.666016
	Iteration 66Q: 3 clusters Score -1.591259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -15912610.000000 Penalty: 13781.666016
	Iteration 67Q: 3 clusters Score -1.591261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -15912612.000000 Penalty: 13781.666016
	Iteration 68Q: 3 clusters Score -1.591261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -15912619.000000 Penalty: 13781.666016
	Iteration 69Q: 3 clusters Score -1.591262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -15912623.000000 Penalty: 13781.666016
	Iteration 70Q: 3 clusters Score -1.591262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -15912619.000000 Penalty: 13781.666016
	Iteration 71Q: 3 clusters Score -1.591262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -15912624.000000 Penalty: 13781.666016
	Iteration 72Q: 3 clusters Score -1.591262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -15912612.000000 Penalty: 13781.666016
	Iteration 73Q: 3 clusters Score -1.591261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -15912618.000000 Penalty: 13781.666016
	Iteration 74Q: 3 clusters Score -1.591262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -15912621.000000 Penalty: 13781.666016
	Iteration 75Q: 3 clusters Score -1.591262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -15912611.000000 Penalty: 13781.666016
	Iteration 76Q: 3 clusters Score -1.591261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -15912604.000000 Penalty: 13781.666016
	Iteration 77Q: 3 clusters Score -1.59126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -15912602.000000 Penalty: 13781.666016
	Iteration 78Q: 3 clusters Score -1.59126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -15912597.000000 Penalty: 13781.666016
	Iteration 79Q: 3 clusters Score -1.59126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -15912597.000000 Penalty: 13781.666016
	Iteration 80F: 3 clusters Score -1.59126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -215318.906250 Penalty: 4293.263184
	Iteration 0F: 2 clusters Score -215318.9 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 533 members 
Entering Unmasked Estep 
Score: -211119.421875 Penalty: 8586.526367
	Iteration 0F: 3 clusters Score -211119.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -211503.906250 Penalty: 8586.526367
	Iteration 1F: 3 clusters Score -211503.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -211611.859375 Penalty: 8586.526367
	Iteration 2Q: 3 clusters Score -211611.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -211688.531250 Penalty: 8586.526367
	Iteration 3Q: 3 clusters Score -211688.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -211761.703125 Penalty: 8586.526367
	Iteration 4Q: 3 clusters Score -211761.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -211872.812500 Penalty: 8586.526367
	Iteration 5Q: 3 clusters Score -211872.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -212070.734375 Penalty: 8586.526367
	Iteration 6Q: 3 clusters Score -212070.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -212326.515625 Penalty: 8586.526367
	Iteration 7Q: 3 clusters Score -212326.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -213014.968750 Penalty: 8586.526367
	Iteration 8Q: 3 clusters Score -213015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -213272.593750 Penalty: 8586.526367
	Iteration 9Q: 3 clusters Score -213272.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -213451.843750 Penalty: 8586.526367
	Iteration 10Q: 3 clusters Score -213451.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -213610.046875 Penalty: 8586.526367
	Iteration 11Q: 3 clusters Score -213610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -213689.593750 Penalty: 8586.526367
	Iteration 12Q: 3 clusters Score -213689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -213755.437500 Penalty: 8586.526367
	Iteration 13Q: 3 clusters Score -213755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -213855.093750 Penalty: 8586.526367
	Iteration 14Q: 3 clusters Score -213855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -213972.015625 Penalty: 8586.526367
	Iteration 15Q: 3 clusters Score -213972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -214078.687500 Penalty: 8586.526367
	Iteration 16Q: 3 clusters Score -214078.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -214129.859375 Penalty: 8586.526367
	Iteration 17Q: 3 clusters Score -214129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -214149.281250 Penalty: 8586.526367
	Iteration 18Q: 3 clusters Score -214149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -214175.140625 Penalty: 8586.526367
	Iteration 19Q: 3 clusters Score -214175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -214189.500000 Penalty: 8586.526367
	Iteration 20F: 3 clusters Score -214189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -214203.187500 Penalty: 8586.526367
	Iteration 21Q: 3 clusters Score -214203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -214206.562500 Penalty: 8586.526367
	Iteration 22Q: 3 clusters Score -214206.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -214206.562500 Penalty: 8586.526367
	Iteration 23F: 3 clusters Score -214206.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Entering Unmasked Estep 
Score: -5041074.500000 Penalty: 6188.960938
	Iteration 0F: 2 clusters Score -5041074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -5021792.500000 Penalty: 12377.921875
	Iteration 0F: 3 clusters Score -5021792 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -5027202.000000 Penalty: 12377.921875
	Iteration 1F: 3 clusters Score -5027202 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5027894.000000 Penalty: 12377.921875
	Iteration 2F: 3 clusters Score -5027894 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5028382.500000 Penalty: 12377.921875
	Iteration 3Q: 3 clusters Score -5028382 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -5028808.500000 Penalty: 12377.921875
	Iteration 4Q: 3 clusters Score -5028808 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -5029224.000000 Penalty: 12377.921875
	Iteration 5Q: 3 clusters Score -5029224 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -5029618.000000 Penalty: 12377.921875
	Iteration 6Q: 3 clusters Score -5029618 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -5029990.500000 Penalty: 12377.921875
	Iteration 7Q: 3 clusters Score -5029990 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -5030416.500000 Penalty: 12377.921875
	Iteration 8Q: 3 clusters Score -5030416 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -5030857.500000 Penalty: 12377.921875
	Iteration 9Q: 3 clusters Score -5030858 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -5031360.000000 Penalty: 12377.921875
	Iteration 10Q: 3 clusters Score -5031360 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -5031831.500000 Penalty: 12377.921875
	Iteration 11Q: 3 clusters Score -5031832 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -5032356.500000 Penalty: 12377.921875
	Iteration 12Q: 3 clusters Score -5032356 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -5032807.000000 Penalty: 12377.921875
	Iteration 13Q: 3 clusters Score -5032807 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -5033304.000000 Penalty: 12377.921875
	Iteration 14Q: 3 clusters Score -5033304 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -5033767.500000 Penalty: 12377.921875
	Iteration 15Q: 3 clusters Score -5033768 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5034233.000000 Penalty: 12377.921875
	Iteration 16Q: 3 clusters Score -5034233 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5034617.000000 Penalty: 12377.921875
	Iteration 17Q: 3 clusters Score -5034617 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -5034903.500000 Penalty: 12377.921875
	Iteration 18Q: 3 clusters Score -5034904 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -5035150.000000 Penalty: 12377.921875
	Iteration 19Q: 3 clusters Score -5035150 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -5035326.000000 Penalty: 12377.921875
	Iteration 20F: 3 clusters Score -5035326 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5035440.500000 Penalty: 12377.921875
	Iteration 21Q: 3 clusters Score -5035440 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -5035524.000000 Penalty: 12377.921875
	Iteration 22Q: 3 clusters Score -5035524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -5035579.000000 Penalty: 12377.921875
	Iteration 23Q: 3 clusters Score -5035579 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5035638.500000 Penalty: 12377.921875
	Iteration 24Q: 3 clusters Score -5035638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -5035667.500000 Penalty: 12377.921875
	Iteration 25Q: 3 clusters Score -5035668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5035689.500000 Penalty: 12377.921875
	Iteration 26Q: 3 clusters Score -5035690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -5035741.500000 Penalty: 12377.921875
	Iteration 27Q: 3 clusters Score -5035742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -5035762.500000 Penalty: 12377.921875
	Iteration 28Q: 3 clusters Score -5035762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -5035784.500000 Penalty: 12377.921875
	Iteration 29Q: 3 clusters Score -5035784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5035808.500000 Penalty: 12377.921875
	Iteration 30Q: 3 clusters Score -5035808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5035795.000000 Penalty: 12377.921875
	Iteration 31Q: 3 clusters Score -5035795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -5035819.500000 Penalty: 12377.921875
	Iteration 32Q: 3 clusters Score -5035820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -5035825.000000 Penalty: 12377.921875
	Iteration 33Q: 3 clusters Score -5035825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5035840.000000 Penalty: 12377.921875
	Iteration 34Q: 3 clusters Score -5035840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -5035855.000000 Penalty: 12377.921875
	Iteration 35Q: 3 clusters Score -5035855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -5035870.500000 Penalty: 12377.921875
	Iteration 36Q: 3 clusters Score -5035870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -5035873.000000 Penalty: 12377.921875
	Iteration 37Q: 3 clusters Score -5035873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5035880.500000 Penalty: 12377.921875
	Iteration 38Q: 3 clusters Score -5035880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5035891.500000 Penalty: 12377.921875
	Iteration 39Q: 3 clusters Score -5035892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5035896.000000 Penalty: 12377.921875
	Iteration 40F: 3 clusters Score -5035896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -5035905.000000 Penalty: 12377.921875
	Iteration 41Q: 3 clusters Score -5035905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5035917.500000 Penalty: 12377.921875
	Iteration 42Q: 3 clusters Score -5035918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -5035921.500000 Penalty: 12377.921875
	Iteration 43Q: 3 clusters Score -5035922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5035919.000000 Penalty: 12377.921875
	Iteration 44Q: 3 clusters Score -5035919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -5035929.000000 Penalty: 12377.921875
	Iteration 45Q: 3 clusters Score -5035929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -5035934.000000 Penalty: 12377.921875
	Iteration 46Q: 3 clusters Score -5035934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -5035937.000000 Penalty: 12377.921875
	Iteration 47Q: 3 clusters Score -5035937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -5035930.500000 Penalty: 12377.921875
	Iteration 48Q: 3 clusters Score -5035930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -5035924.000000 Penalty: 12377.921875
	Iteration 49Q: 3 clusters Score -5035924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5035925.500000 Penalty: 12377.921875
	Iteration 50Q: 3 clusters Score -5035926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5035937.000000 Penalty: 12377.921875
	Iteration 51Q: 3 clusters Score -5035937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5035936.500000 Penalty: 12377.921875
	Iteration 52Q: 3 clusters Score -5035936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5035942.500000 Penalty: 12377.921875
	Iteration 53Q: 3 clusters Score -5035942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -5035941.000000 Penalty: 12377.921875
	Iteration 54Q: 3 clusters Score -5035941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5035933.500000 Penalty: 12377.921875
	Iteration 55Q: 3 clusters Score -5035934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5035938.000000 Penalty: 12377.921875
	Iteration 56Q: 3 clusters Score -5035938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5035939.500000 Penalty: 12377.921875
	Iteration 57Q: 3 clusters Score -5035940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -5035939.000000 Penalty: 12377.921875
	Iteration 58Q: 3 clusters Score -5035939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -5035940.500000 Penalty: 12377.921875
	Iteration 59Q: 3 clusters Score -5035940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -5035934.500000 Penalty: 12377.921875
	Iteration 60F: 3 clusters Score -5035934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Entering Unmasked Estep 
Score: -2425442.750000 Penalty: 5751.983887
	Iteration 0F: 2 clusters Score -2425443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2414038.250000 Penalty: 11503.967773
	Iteration 0F: 3 clusters Score -2414038 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2416557.000000 Penalty: 11503.967773
	Iteration 1F: 3 clusters Score -2416557 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2416999.000000 Penalty: 11503.967773
	Iteration 2F: 3 clusters Score -2416999 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2417359.750000 Penalty: 11503.967773
	Iteration 3Q: 3 clusters Score -2417360 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2417703.750000 Penalty: 11503.967773
	Iteration 4Q: 3 clusters Score -2417704 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2418194.250000 Penalty: 11503.967773
	Iteration 5Q: 3 clusters Score -2418194 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2418646.500000 Penalty: 11503.967773
	Iteration 6Q: 3 clusters Score -2418646 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2419078.500000 Penalty: 11503.967773
	Iteration 7Q: 3 clusters Score -2419078 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2419494.500000 Penalty: 11503.967773
	Iteration 8Q: 3 clusters Score -2419494 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2419887.750000 Penalty: 11503.967773
	Iteration 9Q: 3 clusters Score -2419888 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2420252.250000 Penalty: 11503.967773
	Iteration 10Q: 3 clusters Score -2420252 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2420589.500000 Penalty: 11503.967773
	Iteration 11Q: 3 clusters Score -2420590 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2420892.750000 Penalty: 11503.967773
	Iteration 12Q: 3 clusters Score -2420893 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2421130.750000 Penalty: 11503.967773
	Iteration 13Q: 3 clusters Score -2421131 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2421334.000000 Penalty: 11503.967773
	Iteration 14Q: 3 clusters Score -2421334 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2421511.000000 Penalty: 11503.967773
	Iteration 15Q: 3 clusters Score -2421511 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2421661.500000 Penalty: 11503.967773
	Iteration 16Q: 3 clusters Score -2421662 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2421790.500000 Penalty: 11503.967773
	Iteration 17Q: 3 clusters Score -2421790 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2421891.750000 Penalty: 11503.967773
	Iteration 18Q: 3 clusters Score -2421892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2421945.000000 Penalty: 11503.967773
	Iteration 19Q: 3 clusters Score -2421945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2421997.250000 Penalty: 11503.967773
	Iteration 20F: 3 clusters Score -2421997 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2422030.750000 Penalty: 11503.967773
	Iteration 21Q: 3 clusters Score -2422031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2422056.500000 Penalty: 11503.967773
	Iteration 22Q: 3 clusters Score -2422056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2422085.000000 Penalty: 11503.967773
	Iteration 23Q: 3 clusters Score -2422085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2422113.000000 Penalty: 11503.967773
	Iteration 24Q: 3 clusters Score -2422113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2422131.500000 Penalty: 11503.967773
	Iteration 25Q: 3 clusters Score -2422132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2422146.250000 Penalty: 11503.967773
	Iteration 26Q: 3 clusters Score -2422146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2422155.250000 Penalty: 11503.967773
	Iteration 27Q: 3 clusters Score -2422155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2422163.750000 Penalty: 11503.967773
	Iteration 28Q: 3 clusters Score -2422164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2422178.000000 Penalty: 11503.967773
	Iteration 29Q: 3 clusters Score -2422178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2422177.250000 Penalty: 11503.967773
	Iteration 30Q: 3 clusters Score -2422177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2422186.500000 Penalty: 11503.967773
	Iteration 31Q: 3 clusters Score -2422186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2422188.750000 Penalty: 11503.967773
	Iteration 32Q: 3 clusters Score -2422189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2422193.250000 Penalty: 11503.967773
	Iteration 33Q: 3 clusters Score -2422193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2422201.000000 Penalty: 11503.967773
	Iteration 34Q: 3 clusters Score -2422201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2422198.000000 Penalty: 11503.967773
	Iteration 35Q: 3 clusters Score -2422198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2422197.000000 Penalty: 11503.967773
	Iteration 36Q: 3 clusters Score -2422197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2422201.250000 Penalty: 11503.967773
	Iteration 37Q: 3 clusters Score -2422201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2422205.250000 Penalty: 11503.967773
	Iteration 38Q: 3 clusters Score -2422205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2422205.750000 Penalty: 11503.967773
	Iteration 39Q: 3 clusters Score -2422206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2422211.250000 Penalty: 11503.967773
	Iteration 40F: 3 clusters Score -2422211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2422215.500000 Penalty: 11503.967773
	Iteration 41Q: 3 clusters Score -2422216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2422216.000000 Penalty: 11503.967773
	Iteration 42Q: 3 clusters Score -2422216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2422217.500000 Penalty: 11503.967773
	Iteration 43Q: 3 clusters Score -2422218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2422218.750000 Penalty: 11503.967773
	Iteration 44Q: 3 clusters Score -2422219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2422218.500000 Penalty: 11503.967773
	Iteration 45Q: 3 clusters Score -2422218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2422216.000000 Penalty: 11503.967773
	Iteration 46Q: 3 clusters Score -2422216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2422216.000000 Penalty: 11503.967773
	Iteration 47F: 3 clusters Score -2422216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -104556.171875 Penalty: 3873.669922
	Iteration 0F: 2 clusters Score -104556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101100.070312 Penalty: 7747.339844
	Iteration 0F: 3 clusters Score -101100.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101293.031250 Penalty: 7747.339844
	Iteration 1F: 3 clusters Score -101293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -101391.859375 Penalty: 7747.339844
	Iteration 2Q: 3 clusters Score -101391.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -101510.125000 Penalty: 7747.339844
	Iteration 3Q: 3 clusters Score -101510.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -101635.945312 Penalty: 7747.339844
	Iteration 4Q: 3 clusters Score -101635.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -101818.515625 Penalty: 7747.339844
	Iteration 5Q: 3 clusters Score -101818.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101962.156250 Penalty: 7747.339844
	Iteration 6Q: 3 clusters Score -101962.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102142.312500 Penalty: 7747.339844
	Iteration 7Q: 3 clusters Score -102142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -102313.320312 Penalty: 7747.339844
	Iteration 8Q: 3 clusters Score -102313.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102458.273438 Penalty: 7747.339844
	Iteration 9Q: 3 clusters Score -102458.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102662.507812 Penalty: 7747.339844
	Iteration 10Q: 3 clusters Score -102662.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -102759.445312 Penalty: 7747.339844
	Iteration 11Q: 3 clusters Score -102759.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -102819.398438 Penalty: 7747.339844
	Iteration 12Q: 3 clusters Score -102819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -102837.617188 Penalty: 7747.339844
	Iteration 13Q: 3 clusters Score -102837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102858.515625 Penalty: 7747.339844
	Iteration 14Q: 3 clusters Score -102858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102885.523438 Penalty: 7747.339844
	Iteration 15Q: 3 clusters Score -102885.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102885.523438 Penalty: 7747.339844
	Iteration 16F: 3 clusters Score -102885.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -377705.812500 Penalty: 4619.930664
	Iteration 0F: 2 clusters Score -377705.8 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 951 members 
Entering Unmasked Estep 
Score: -372812.500000 Penalty: 9239.861328
	Iteration 0F: 3 clusters Score -372812.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -373573.875000 Penalty: 9239.861328
	Iteration 1F: 3 clusters Score -373573.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -373790.125000 Penalty: 9239.861328
	Iteration 2F: 3 clusters Score -373790.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -373921.187500 Penalty: 9239.861328
	Iteration 3Q: 3 clusters Score -373921.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -374026.500000 Penalty: 9239.861328
	Iteration 4Q: 3 clusters Score -374026.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -374130.187500 Penalty: 9239.861328
	Iteration 5Q: 3 clusters Score -374130.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -374250.937500 Penalty: 9239.861328
	Iteration 6Q: 3 clusters Score -374250.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -374331.625000 Penalty: 9239.861328
	Iteration 7Q: 3 clusters Score -374331.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -374425.812500 Penalty: 9239.861328
	Iteration 8Q: 3 clusters Score -374425.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -374538.156250 Penalty: 9239.861328
	Iteration 9Q: 3 clusters Score -374538.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -374614.750000 Penalty: 9239.861328
	Iteration 10Q: 3 clusters Score -374614.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -374698.593750 Penalty: 9239.861328
	Iteration 11Q: 3 clusters Score -374698.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -374805.968750 Penalty: 9239.861328
	Iteration 12Q: 3 clusters Score -374806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -375003.656250 Penalty: 9239.861328
	Iteration 13Q: 3 clusters Score -375003.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -375353.968750 Penalty: 9239.861328
	Iteration 14Q: 3 clusters Score -375354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -375821.781250 Penalty: 9239.861328
	Iteration 15Q: 3 clusters Score -375821.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -376213.593750 Penalty: 9239.861328
	Iteration 16Q: 3 clusters Score -376213.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -376471.062500 Penalty: 9239.861328
	Iteration 17Q: 3 clusters Score -376471.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -376752.625000 Penalty: 9239.861328
	Iteration 18Q: 3 clusters Score -376752.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -377015.125000 Penalty: 9239.861328
	Iteration 19Q: 3 clusters Score -377015.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -377124.781250 Penalty: 9239.861328
	Iteration 20F: 3 clusters Score -377124.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -377235.031250 Penalty: 9239.861328
	Iteration 21Q: 3 clusters Score -377235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -377310.031250 Penalty: 9239.861328
	Iteration 22Q: 3 clusters Score -377310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -377365.125000 Penalty: 9239.861328
	Iteration 23Q: 3 clusters Score -377365.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -377408.875000 Penalty: 9239.861328
	Iteration 24Q: 3 clusters Score -377408.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -377459.312500 Penalty: 9239.861328
	Iteration 25Q: 3 clusters Score -377459.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -377483.718750 Penalty: 9239.861328
	Iteration 26Q: 3 clusters Score -377483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -377505.781250 Penalty: 9239.861328
	Iteration 27Q: 3 clusters Score -377505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -377522.812500 Penalty: 9239.861328
	Iteration 28Q: 3 clusters Score -377522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -377532.031250 Penalty: 9239.861328
	Iteration 29Q: 3 clusters Score -377532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -377548.156250 Penalty: 9239.861328
	Iteration 30Q: 3 clusters Score -377548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -377579.187500 Penalty: 9239.861328
	Iteration 31Q: 3 clusters Score -377579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -377618.218750 Penalty: 9239.861328
	Iteration 32Q: 3 clusters Score -377618.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -377649.000000 Penalty: 9239.861328
	Iteration 33Q: 3 clusters Score -377649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -377701.656250 Penalty: 9239.861328
	Iteration 34Q: 3 clusters Score -377701.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -377798.093750 Penalty: 9239.861328
	Iteration 35Q: 3 clusters Score -377798.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -377868.437500 Penalty: 9239.861328
	Iteration 36Q: 3 clusters Score -377868.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -377911.062500 Penalty: 9239.861328
	Iteration 37Q: 3 clusters Score -377911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -377922.968750 Penalty: 9239.861328
	Iteration 38Q: 3 clusters Score -377923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -377924.687500 Penalty: 9239.861328
	Iteration 39Q: 3 clusters Score -377924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -377925.062500 Penalty: 9239.861328
	Iteration 40F: 3 clusters Score -377925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -377929.781250 Penalty: 9239.861328
	Iteration 41Q: 3 clusters Score -377929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -377929.781250 Penalty: 9239.861328
	Iteration 42F: 3 clusters Score -377929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24451 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 545 members 
Mstep: Class 7 contains 28477 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26794 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62382 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 1342 members 
Entering Unmasked Estep 
Score: -89415632.000000 Penalty: 183124.609375
Splitting cluster 6 changes total score from -89418728.000000 to -89415632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (28477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Entering Unmasked Estep 
Score: -5570283.500000 Penalty: 6282.321777
	Iteration 0F: 2 clusters Score -5570284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5548535.000000 Penalty: 12564.643555
	Iteration 0F: 3 clusters Score -5548535 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5555071.000000 Penalty: 12564.643555
	Iteration 1F: 3 clusters Score -5555071 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5556154.500000 Penalty: 12564.643555
	Iteration 2F: 3 clusters Score -5556154 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -5557290.500000 Penalty: 12564.643555
	Iteration 3F: 3 clusters Score -5557290 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -5558645.000000 Penalty: 12564.643555
	Iteration 4F: 3 clusters Score -5558645 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5559929.500000 Penalty: 12564.643555
	Iteration 5F: 3 clusters Score -5559930 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -5561070.000000 Penalty: 12564.643555
	Iteration 6F: 3 clusters Score -5561070 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5562001.000000 Penalty: 12564.643555
	Iteration 7F: 3 clusters Score -5562001 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -5562699.500000 Penalty: 12564.643555
	Iteration 8Q: 3 clusters Score -5562700 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5563181.000000 Penalty: 12564.643555
	Iteration 9Q: 3 clusters Score -5563181 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -5563479.500000 Penalty: 12564.643555
	Iteration 10Q: 3 clusters Score -5563480 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -5563719.000000 Penalty: 12564.643555
	Iteration 11Q: 3 clusters Score -5563719 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -5563876.500000 Penalty: 12564.643555
	Iteration 12Q: 3 clusters Score -5563876 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -5564008.000000 Penalty: 12564.643555
	Iteration 13Q: 3 clusters Score -5564008 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -5564090.500000 Penalty: 12564.643555
	Iteration 14Q: 3 clusters Score -5564090 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -5564179.500000 Penalty: 12564.643555
	Iteration 15Q: 3 clusters Score -5564180 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -5564245.000000 Penalty: 12564.643555
	Iteration 16Q: 3 clusters Score -5564245 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -5564336.000000 Penalty: 12564.643555
	Iteration 17Q: 3 clusters Score -5564336 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -5564399.500000 Penalty: 12564.643555
	Iteration 18Q: 3 clusters Score -5564400 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5564471.500000 Penalty: 12564.643555
	Iteration 19Q: 3 clusters Score -5564472 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5564496.000000 Penalty: 12564.643555
	Iteration 20F: 3 clusters Score -5564496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5564544.500000 Penalty: 12564.643555
	Iteration 21Q: 3 clusters Score -5564544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -5564577.500000 Penalty: 12564.643555
	Iteration 22Q: 3 clusters Score -5564578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -5564594.000000 Penalty: 12564.643555
	Iteration 23Q: 3 clusters Score -5564594 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -5564605.000000 Penalty: 12564.643555
	Iteration 24Q: 3 clusters Score -5564605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -5564611.500000 Penalty: 12564.643555
	Iteration 25Q: 3 clusters Score -5564612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -5564638.500000 Penalty: 12564.643555
	Iteration 26Q: 3 clusters Score -5564638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -5564646.500000 Penalty: 12564.643555
	Iteration 27Q: 3 clusters Score -5564646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -5564661.500000 Penalty: 12564.643555
	Iteration 28Q: 3 clusters Score -5564662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5564675.500000 Penalty: 12564.643555
	Iteration 29Q: 3 clusters Score -5564676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -5564685.500000 Penalty: 12564.643555
	Iteration 30Q: 3 clusters Score -5564686 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -5564683.500000 Penalty: 12564.643555
	Iteration 31Q: 3 clusters Score -5564684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -5564706.000000 Penalty: 12564.643555
	Iteration 32Q: 3 clusters Score -5564706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -5564709.500000 Penalty: 12564.643555
	Iteration 33Q: 3 clusters Score -5564710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5564722.000000 Penalty: 12564.643555
	Iteration 34Q: 3 clusters Score -5564722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -5564730.000000 Penalty: 12564.643555
	Iteration 35Q: 3 clusters Score -5564730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -5564731.000000 Penalty: 12564.643555
	Iteration 36Q: 3 clusters Score -5564731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5564734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5564746 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5564760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5564760 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5564778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5564778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5564774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5564782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5564792 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5564800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5564788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5564784 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5564787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5564804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5564804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5564792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5564790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5564804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5564812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5564802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5564808 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5564816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5564812 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5564826 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5564818 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5564834 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5564848 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5564851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5564857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5564864 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5564869 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5564873 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5564877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5564896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5564922 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5564912 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5564922 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5564921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5564924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5564946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5564942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5564946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5564955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5564963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5564960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5564970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5564976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5564970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5564970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5564976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5564974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5564962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5564958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5564965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5564966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5564972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5564978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5564996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5565002 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5565008 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5565026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5565036 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5565038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5565066 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5565062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5565079 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5565076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5565096 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5565108.000000 Penalty: 12564.643555
	Iteration 105Q: 3 clusters Score -5565108 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -5565120.000000 Penalty: 12564.643555
	Iteration 106Q: 3 clusters Score -5565120 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5565132 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -5565141.000000 Penalty: 12564.643555
	Iteration 108Q: 3 clusters Score -5565141 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -5565154.000000 Penalty: 12564.643555
	Iteration 109Q: 3 clusters Score -5565154 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5565148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -5565164.000000 Penalty: 12564.643555
	Iteration 111Q: 3 clusters Score -5565164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5565186 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5565180 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5565186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -5565209.000000 Penalty: 12564.643555
	Iteration 115Q: 3 clusters Score -5565209 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -5565234.000000 Penalty: 12564.643555
	Iteration 116Q: 3 clusters Score -5565234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5565236 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5565280 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5565298 nChanged 73
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Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -5565315.000000 Penalty: 12564.643555
	Iteration 120F: 3 clusters Score -5565315 nChanged 83
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Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -5565351.500000 Penalty: 12564.643555
	Iteration 121Q: 3 clusters Score -5565352 nChanged 89
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Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5565362 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5565380 nChanged 70
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Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5565383.000000 Penalty: 12564.643555
	Iteration 124Q: 3 clusters Score -5565383 nChanged 56
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Mstep: Class 1 contains 5631 members 
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Entering Unmasked Estep 
Score: -5565403.000000 Penalty: 12564.643555
	Iteration 125Q: 3 clusters Score -5565403 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5573 members 
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Entering Unmasked Estep 
Score: -5565411.500000 Penalty: 12564.643555
	Iteration 126Q: 3 clusters Score -5565412 nChanged 66
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Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5565422.500000 Penalty: 12564.643555
	Iteration 127Q: 3 clusters Score -5565422 nChanged 59
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Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -5565444.000000 Penalty: 12564.643555
	Iteration 128Q: 3 clusters Score -5565444 nChanged 63
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Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5565478.000000 Penalty: 12564.643555
	Iteration 129Q: 3 clusters Score -5565478 nChanged 51
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Entering Unmasked Estep 
Score: -5565471.500000 Penalty: 12564.643555
	Iteration 130Q: 3 clusters Score -5565472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -5565504.000000 Penalty: 12564.643555
	Iteration 131Q: 3 clusters Score -5565504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -5565511.500000 Penalty: 12564.643555
	Iteration 132Q: 3 clusters Score -5565512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -5565506.000000 Penalty: 12564.643555
	Iteration 133Q: 3 clusters Score -5565506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -5565517.000000 Penalty: 12564.643555
	Iteration 134Q: 3 clusters Score -5565517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -5565508.500000 Penalty: 12564.643555
	Iteration 135Q: 3 clusters Score -5565508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5565525.500000 Penalty: 12564.643555
	Iteration 136Q: 3 clusters Score -5565526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -5565526.000000 Penalty: 12564.643555
	Iteration 137Q: 3 clusters Score -5565526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -5565528.000000 Penalty: 12564.643555
	Iteration 138Q: 3 clusters Score -5565528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -5565535.500000 Penalty: 12564.643555
	Iteration 139Q: 3 clusters Score -5565536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5565551.500000 Penalty: 12564.643555
	Iteration 140F: 3 clusters Score -5565552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -5565555.500000 Penalty: 12564.643555
	Iteration 141Q: 3 clusters Score -5565556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5565564.500000 Penalty: 12564.643555
	Iteration 142Q: 3 clusters Score -5565564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -5565589.000000 Penalty: 12564.643555
	Iteration 143Q: 3 clusters Score -5565589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -5565589.000000 Penalty: 12564.643555
	Iteration 144Q: 3 clusters Score -5565589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5565581.000000 Penalty: 12564.643555
	Iteration 145Q: 3 clusters Score -5565581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -5565589.500000 Penalty: 12564.643555
	Iteration 146Q: 3 clusters Score -5565590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -5565589.500000 Penalty: 12564.643555
	Iteration 147Q: 3 clusters Score -5565590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5565591.500000 Penalty: 12564.643555
	Iteration 148Q: 3 clusters Score -5565592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5565590.000000 Penalty: 12564.643555
	Iteration 149Q: 3 clusters Score -5565590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -5565588.000000 Penalty: 12564.643555
	Iteration 150Q: 3 clusters Score -5565588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5565593.000000 Penalty: 12564.643555
	Iteration 151Q: 3 clusters Score -5565593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5565593.000000 Penalty: 12564.643555
	Iteration 152Q: 3 clusters Score -5565593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -5565595.500000 Penalty: 12564.643555
	Iteration 153Q: 3 clusters Score -5565596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -5565599.000000 Penalty: 12564.643555
	Iteration 154Q: 3 clusters Score -5565599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -5565604.000000 Penalty: 12564.643555
	Iteration 155Q: 3 clusters Score -5565604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -5565605.000000 Penalty: 12564.643555
	Iteration 156Q: 3 clusters Score -5565605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -5565604.500000 Penalty: 12564.643555
	Iteration 157Q: 3 clusters Score -5565604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5565603.000000 Penalty: 12564.643555
	Iteration 158Q: 3 clusters Score -5565603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -5565611.000000 Penalty: 12564.643555
	Iteration 159Q: 3 clusters Score -5565611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -5565610.000000 Penalty: 12564.643555
	Iteration 160F: 3 clusters Score -5565610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -5565606.000000 Penalty: 12564.643555
	Iteration 161Q: 3 clusters Score -5565606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -5565600.000000 Penalty: 12564.643555
	Iteration 162Q: 3 clusters Score -5565600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -5565599.500000 Penalty: 12564.643555
	Iteration 163Q: 3 clusters Score -5565600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5565594.000000 Penalty: 12564.643555
	Iteration 164Q: 3 clusters Score -5565594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5565592.000000 Penalty: 12564.643555
	Iteration 165Q: 3 clusters Score -5565592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -5565596.000000 Penalty: 12564.643555
	Iteration 166Q: 3 clusters Score -5565596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -5565596.000000 Penalty: 12564.643555
	Iteration 167Q: 3 clusters Score -5565596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5565594.000000 Penalty: 12564.643555
	Iteration 168Q: 3 clusters Score -5565594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5565597.000000 Penalty: 12564.643555
	Iteration 169Q: 3 clusters Score -5565597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -5565594.500000 Penalty: 12564.643555
	Iteration 170Q: 3 clusters Score -5565594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -5565595.000000 Penalty: 12564.643555
	Iteration 171Q: 3 clusters Score -5565595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -5565595.000000 Penalty: 12564.643555
	Iteration 172F: 3 clusters Score -5565595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37644 members 
Entering Unmasked Estep 
Score: -7797711.500000 Penalty: 6453.256348
	Iteration 0F: 2 clusters Score -7797712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7769926 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7778558 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -7779474 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -7780102.000000 Penalty: 12906.512695
	Iteration 3Q: 3 clusters Score -7780102 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -7780598.500000 Penalty: 12906.512695
	Iteration 4Q: 3 clusters Score -7780598 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -7781030.000000 Penalty: 12906.512695
	Iteration 5Q: 3 clusters Score -7781030 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -7781494.500000 Penalty: 12906.512695
	Iteration 6Q: 3 clusters Score -7781494 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -7781893.000000 Penalty: 12906.512695
	Iteration 7Q: 3 clusters Score -7781893 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -7782343.500000 Penalty: 12906.512695
	Iteration 8Q: 3 clusters Score -7782344 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -7782864.500000 Penalty: 12906.512695
	Iteration 9Q: 3 clusters Score -7782864 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -7783497.000000 Penalty: 12906.512695
	Iteration 10Q: 3 clusters Score -7783497 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -7784214.000000 Penalty: 12906.512695
	Iteration 11Q: 3 clusters Score -7784214 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -7785126.500000 Penalty: 12906.512695
	Iteration 12Q: 3 clusters Score -7785126 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -7786108.000000 Penalty: 12906.512695
	Iteration 13Q: 3 clusters Score -7786108 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -7787089.000000 Penalty: 12906.512695
	Iteration 14Q: 3 clusters Score -7787089 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -7788076.500000 Penalty: 12906.512695
	Iteration 15Q: 3 clusters Score -7788076 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -7788992.500000 Penalty: 12906.512695
	Iteration 16Q: 3 clusters Score -7788992 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -7789684.000000 Penalty: 12906.512695
	Iteration 17Q: 3 clusters Score -7789684 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -7790333.000000 Penalty: 12906.512695
	Iteration 18Q: 3 clusters Score -7790333 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -7790833.000000 Penalty: 12906.512695
	Iteration 19Q: 3 clusters Score -7790833 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -7791234.500000 Penalty: 12906.512695
	Iteration 20F: 3 clusters Score -7791234 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -7791598.000000 Penalty: 12906.512695
	Iteration 21Q: 3 clusters Score -7791598 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -7791901.000000 Penalty: 12906.512695
	Iteration 22Q: 3 clusters Score -7791901 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7792155.000000 Penalty: 12906.512695
	Iteration 23Q: 3 clusters Score -7792155 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7792344.000000 Penalty: 12906.512695
	Iteration 24Q: 3 clusters Score -7792344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -7792493.500000 Penalty: 12906.512695
	Iteration 25Q: 3 clusters Score -7792494 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -7792577.000000 Penalty: 12906.512695
	Iteration 26Q: 3 clusters Score -7792577 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -7792604.500000 Penalty: 12906.512695
	Iteration 27Q: 3 clusters Score -7792604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -7792663.000000 Penalty: 12906.512695
	Iteration 28Q: 3 clusters Score -7792663 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7792721.500000 Penalty: 12906.512695
	Iteration 29Q: 3 clusters Score -7792722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7792740.500000 Penalty: 12906.512695
	Iteration 30Q: 3 clusters Score -7792740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -7792771.500000 Penalty: 12906.512695
	Iteration 31Q: 3 clusters Score -7792772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -7792779.000000 Penalty: 12906.512695
	Iteration 32Q: 3 clusters Score -7792779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7792810.500000 Penalty: 12906.512695
	Iteration 33Q: 3 clusters Score -7792810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7792829.000000 Penalty: 12906.512695
	Iteration 34Q: 3 clusters Score -7792829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7792843.500000 Penalty: 12906.512695
	Iteration 35Q: 3 clusters Score -7792844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -7792852.500000 Penalty: 12906.512695
	Iteration 36Q: 3 clusters Score -7792852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7792866.500000 Penalty: 12906.512695
	Iteration 37Q: 3 clusters Score -7792866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7792865.500000 Penalty: 12906.512695
	Iteration 38Q: 3 clusters Score -7792866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7792876.500000 Penalty: 12906.512695
	Iteration 39Q: 3 clusters Score -7792876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7792864.000000 Penalty: 12906.512695
	Iteration 40F: 3 clusters Score -7792864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -7792871.500000 Penalty: 12906.512695
	Iteration 41Q: 3 clusters Score -7792872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7792878.500000 Penalty: 12906.512695
	Iteration 42Q: 3 clusters Score -7792878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7792887.000000 Penalty: 12906.512695
	Iteration 43Q: 3 clusters Score -7792887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -7792884.000000 Penalty: 12906.512695
	Iteration 44Q: 3 clusters Score -7792884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7792883.500000 Penalty: 12906.512695
	Iteration 45Q: 3 clusters Score -7792884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7792879.500000 Penalty: 12906.512695
	Iteration 46Q: 3 clusters Score -7792880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7792892.000000 Penalty: 12906.512695
	Iteration 47Q: 3 clusters Score -7792892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7792885.000000 Penalty: 12906.512695
	Iteration 48Q: 3 clusters Score -7792885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7792887.500000 Penalty: 12906.512695
	Iteration 49Q: 3 clusters Score -7792888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7792887.500000 Penalty: 12906.512695
	Iteration 50F: 3 clusters Score -7792888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -131061.968750 Penalty: 4052.339844
	Iteration 0F: 2 clusters Score -131062 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 378 members 
Entering Unmasked Estep 
Score: -127308.632812 Penalty: 8104.679688
	Iteration 0F: 3 clusters Score -127308.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -127762.093750 Penalty: 8104.679688
	Iteration 1F: 3 clusters Score -127762.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -128163.421875 Penalty: 8104.679688
	Iteration 2F: 3 clusters Score -128163.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -128492.289062 Penalty: 8104.679688
	Iteration 3Q: 3 clusters Score -128492.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -129016.460938 Penalty: 8104.679688
	Iteration 4Q: 3 clusters Score -129016.5 nChanged 25
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: -129306.781250 Penalty: 8104.679688
	Iteration 5Q: 3 clusters Score -129306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -129403.906250 Penalty: 8104.679688
	Iteration 6Q: 3 clusters Score -129403.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -129515.789062 Penalty: 8104.679688
	Iteration 7Q: 3 clusters Score -129515.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -129587.718750 Penalty: 8104.679688
	Iteration 8Q: 3 clusters Score -129587.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -129646.929688 Penalty: 8104.679688
	Iteration 9Q: 3 clusters Score -129646.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -129702.835938 Penalty: 8104.679688
	Iteration 10Q: 3 clusters Score -129702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -129747.218750 Penalty: 8104.679688
	Iteration 11Q: 3 clusters Score -129747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -129763.960938 Penalty: 8104.679688
	Iteration 12Q: 3 clusters Score -129764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -129784.898438 Penalty: 8104.679688
	Iteration 13Q: 3 clusters Score -129784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -129792.945312 Penalty: 8104.679688
	Iteration 14Q: 3 clusters Score -129792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -129824.718750 Penalty: 8104.679688
	Iteration 15Q: 3 clusters Score -129824.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -129869.375000 Penalty: 8104.679688
	Iteration 16Q: 3 clusters Score -129869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -129888.914062 Penalty: 8104.679688
	Iteration 17Q: 3 clusters Score -129888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -129917.835938 Penalty: 8104.679688
	Iteration 18Q: 3 clusters Score -129917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -129950.484375 Penalty: 8104.679688
	Iteration 19Q: 3 clusters Score -129950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130002.023438 Penalty: 8104.679688
	Iteration 20F: 3 clusters Score -130002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130109.156250 Penalty: 8104.679688
	Iteration 21Q: 3 clusters Score -130109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -130256.046875 Penalty: 8104.679688
	Iteration 22Q: 3 clusters Score -130256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130356.789062 Penalty: 8104.679688
	Iteration 23Q: 3 clusters Score -130356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -130382.171875 Penalty: 8104.679688
	Iteration 24Q: 3 clusters Score -130382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -130387.320312 Penalty: 8104.679688
	Iteration 25Q: 3 clusters Score -130387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -130398.367188 Penalty: 8104.679688
	Iteration 26Q: 3 clusters Score -130398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -130403.515625 Penalty: 8104.679688
	Iteration 27Q: 3 clusters Score -130403.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -130403.515625 Penalty: 8104.679688
	Iteration 28F: 3 clusters Score -130403.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Entering Unmasked Estep 
Score: -5561785.000000 Penalty: 6245.009277
	Iteration 0F: 2 clusters Score -5561785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -5541018.000000 Penalty: 12490.018555
	Iteration 0F: 3 clusters Score -5541018 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -5547045.500000 Penalty: 12490.018555
	Iteration 1F: 3 clusters Score -5547046 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -5547823.500000 Penalty: 12490.018555
	Iteration 2F: 3 clusters Score -5547824 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -5548529.000000 Penalty: 12490.018555
	Iteration 3F: 3 clusters Score -5548529 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -5549369.500000 Penalty: 12490.018555
	Iteration 4Q: 3 clusters Score -5549370 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -5550548.000000 Penalty: 12490.018555
	Iteration 5Q: 3 clusters Score -5550548 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5551869.000000 Penalty: 12490.018555
	Iteration 6F: 3 clusters Score -5551869 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -5553110.000000 Penalty: 12490.018555
	Iteration 7F: 3 clusters Score -5553110 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -5554237.500000 Penalty: 12490.018555
	Iteration 8F: 3 clusters Score -5554238 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -5555269.000000 Penalty: 12490.018555
	Iteration 9F: 3 clusters Score -5555269 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -5556219.500000 Penalty: 12490.018555
	Iteration 10F: 3 clusters Score -5556220 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -5557136.500000 Penalty: 12490.018555
	Iteration 11Q: 3 clusters Score -5557136 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -5557950.500000 Penalty: 12490.018555
	Iteration 12Q: 3 clusters Score -5557950 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -5558718.500000 Penalty: 12490.018555
	Iteration 13Q: 3 clusters Score -5558718 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -5559581.000000 Penalty: 12490.018555
	Iteration 14Q: 3 clusters Score -5559581 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5560279.500000 Penalty: 12490.018555
	Iteration 15Q: 3 clusters Score -5560280 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -5560691.000000 Penalty: 12490.018555
	Iteration 16Q: 3 clusters Score -5560691 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -5560963.500000 Penalty: 12490.018555
	Iteration 17Q: 3 clusters Score -5560964 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -5561173.500000 Penalty: 12490.018555
	Iteration 18Q: 3 clusters Score -5561174 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5561300.000000 Penalty: 12490.018555
	Iteration 19Q: 3 clusters Score -5561300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5561341.500000 Penalty: 12490.018555
	Iteration 20F: 3 clusters Score -5561342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5561371.500000 Penalty: 12490.018555
	Iteration 21Q: 3 clusters Score -5561372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5561388.500000 Penalty: 12490.018555
	Iteration 22Q: 3 clusters Score -5561388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5561394.000000 Penalty: 12490.018555
	Iteration 23Q: 3 clusters Score -5561394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5561398.500000 Penalty: 12490.018555
	Iteration 24Q: 3 clusters Score -5561398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5561396.500000 Penalty: 12490.018555
	Iteration 25Q: 3 clusters Score -5561396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5561396.500000 Penalty: 12490.018555
	Iteration 26Q: 3 clusters Score -5561396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -5561400.500000 Penalty: 12490.018555
	Iteration 27Q: 3 clusters Score -5561400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5561404.000000 Penalty: 12490.018555
	Iteration 28Q: 3 clusters Score -5561404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5561399.000000 Penalty: 12490.018555
	Iteration 29Q: 3 clusters Score -5561399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5561404.000000 Penalty: 12490.018555
	Iteration 30Q: 3 clusters Score -5561404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5561402.500000 Penalty: 12490.018555
	Iteration 31Q: 3 clusters Score -5561402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5561402.500000 Penalty: 12490.018555
	Iteration 32F: 3 clusters Score -5561402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Entering Unmasked Estep 
Score: -17922066.000000 Penalty: 6967.887695
	Iteration 0F: 2 clusters Score -1.792207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -17862254.000000 Penalty: 13935.775391
	Iteration 0F: 3 clusters Score -1.786225e+07 nChanged 39513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -17883894.000000 Penalty: 13935.775391
	Iteration 1F: 3 clusters Score -1.788389e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -17884804.000000 Penalty: 13935.775391
	Iteration 2Q: 3 clusters Score -1.78848e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -17885660.000000 Penalty: 13935.775391
	Iteration 3Q: 3 clusters Score -1.788566e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -17886416.000000 Penalty: 13935.775391
	Iteration 4Q: 3 clusters Score -1.788642e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -17887084.000000 Penalty: 13935.775391
	Iteration 5Q: 3 clusters Score -1.788708e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -17887778.000000 Penalty: 13935.775391
	Iteration 6Q: 3 clusters Score -1.788778e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -17888570.000000 Penalty: 13935.775391
	Iteration 7Q: 3 clusters Score -1.788857e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -17889546.000000 Penalty: 13935.775391
	Iteration 8Q: 3 clusters Score -1.788955e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -17891040.000000 Penalty: 13935.775391
	Iteration 9Q: 3 clusters Score -1.789104e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -17893170.000000 Penalty: 13935.775391
	Iteration 10Q: 3 clusters Score -1.789317e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -17896234.000000 Penalty: 13935.775391
	Iteration 11F: 3 clusters Score -1.789623e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -17900282.000000 Penalty: 13935.775391
	Iteration 12F: 3 clusters Score -1.790028e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -17904722.000000 Penalty: 13935.775391
	Iteration 13F: 3 clusters Score -1.790472e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -17908794.000000 Penalty: 13935.775391
	Iteration 14F: 3 clusters Score -1.790879e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -17911814.000000 Penalty: 13935.775391
	Iteration 15Q: 3 clusters Score -1.791181e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -17913690.000000 Penalty: 13935.775391
	Iteration 16Q: 3 clusters Score -1.791369e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -17914712.000000 Penalty: 13935.775391
	Iteration 17Q: 3 clusters Score -1.791471e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -17915262.000000 Penalty: 13935.775391
	Iteration 18Q: 3 clusters Score -1.791526e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -17915558.000000 Penalty: 13935.775391
	Iteration 19Q: 3 clusters Score -1.791556e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -17915742.000000 Penalty: 13935.775391
	Iteration 20F: 3 clusters Score -1.791574e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -17915828.000000 Penalty: 13935.775391
	Iteration 21Q: 3 clusters Score -1.791583e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -17915896.000000 Penalty: 13935.775391
	Iteration 22Q: 3 clusters Score -1.79159e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17915932.000000 Penalty: 13935.775391
	Iteration 23Q: 3 clusters Score -1.791593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17915976.000000 Penalty: 13935.775391
	Iteration 24Q: 3 clusters Score -1.791598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -17916002.000000 Penalty: 13935.775391
	Iteration 25Q: 3 clusters Score -1.7916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17916014.000000 Penalty: 13935.775391
	Iteration 26Q: 3 clusters Score -1.791601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -17916036.000000 Penalty: 13935.775391
	Iteration 27Q: 3 clusters Score -1.791604e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17916064.000000 Penalty: 13935.775391
	Iteration 28Q: 3 clusters Score -1.791606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86410 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -17916102.000000 Penalty: 13935.775391
	Iteration 29Q: 3 clusters Score -1.79161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -17916094.000000 Penalty: 13935.775391
	Iteration 30Q: 3 clusters Score -1.791609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -17916098.000000 Penalty: 13935.775391
	Iteration 31Q: 3 clusters Score -1.79161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -17916100.000000 Penalty: 13935.775391
	Iteration 32Q: 3 clusters Score -1.79161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -17916102.000000 Penalty: 13935.775391
	Iteration 33Q: 3 clusters Score -1.79161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -17916110.000000 Penalty: 13935.775391
	Iteration 34Q: 3 clusters Score -1.791611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -17916102.000000 Penalty: 13935.775391
	Iteration 35Q: 3 clusters Score -1.79161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -17916124.000000 Penalty: 13935.775391
	Iteration 36Q: 3 clusters Score -1.791612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -17916118.000000 Penalty: 13935.775391
	Iteration 37Q: 3 clusters Score -1.791612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -17916130.000000 Penalty: 13935.775391
	Iteration 38Q: 3 clusters Score -1.791613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -17916132.000000 Penalty: 13935.775391
	Iteration 39Q: 3 clusters Score -1.791613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -17916134.000000 Penalty: 13935.775391
	Iteration 40F: 3 clusters Score -1.791613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -17916116.000000 Penalty: 13935.775391
	Iteration 41Q: 3 clusters Score -1.791612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -17916122.000000 Penalty: 13935.775391
	Iteration 42Q: 3 clusters Score -1.791612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -17916122.000000 Penalty: 13935.775391
	Iteration 43F: 3 clusters Score -1.791612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Entering Unmasked Estep 
Score: -1503626.750000 Penalty: 5467.003418
	Iteration 0F: 2 clusters Score -1503627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1494906.500000 Penalty: 10934.006836
	Iteration 0F: 3 clusters Score -1494906 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1496574.875000 Penalty: 10934.006836
	Iteration 1F: 3 clusters Score -1496575 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1496961.375000 Penalty: 10934.006836
	Iteration 2F: 3 clusters Score -1496961 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1497174.625000 Penalty: 10934.006836
	Iteration 3Q: 3 clusters Score -1497175 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1497291.375000 Penalty: 10934.006836
	Iteration 4Q: 3 clusters Score -1497291 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1497353.875000 Penalty: 10934.006836
	Iteration 5Q: 3 clusters Score -1497354 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1497401.250000 Penalty: 10934.006836
	Iteration 6Q: 3 clusters Score -1497401 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1497450.750000 Penalty: 10934.006836
	Iteration 7Q: 3 clusters Score -1497451 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1497487.375000 Penalty: 10934.006836
	Iteration 8Q: 3 clusters Score -1497487 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1497523.875000 Penalty: 10934.006836
	Iteration 9Q: 3 clusters Score -1497524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1497544.750000 Penalty: 10934.006836
	Iteration 10Q: 3 clusters Score -1497545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1497570.500000 Penalty: 10934.006836
	Iteration 11Q: 3 clusters Score -1497570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1497586.125000 Penalty: 10934.006836
	Iteration 12Q: 3 clusters Score -1497586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1497592.625000 Penalty: 10934.006836
	Iteration 13Q: 3 clusters Score -1497593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1497602.250000 Penalty: 10934.006836
	Iteration 14Q: 3 clusters Score -1497602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1497616.625000 Penalty: 10934.006836
	Iteration 15Q: 3 clusters Score -1497617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1497627.250000 Penalty: 10934.006836
	Iteration 16Q: 3 clusters Score -1497627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1497632.000000 Penalty: 10934.006836
	Iteration 17Q: 3 clusters Score -1497632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1497637.625000 Penalty: 10934.006836
	Iteration 18Q: 3 clusters Score -1497638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1497645.875000 Penalty: 10934.006836
	Iteration 19Q: 3 clusters Score -1497646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1497653.375000 Penalty: 10934.006836
	Iteration 20F: 3 clusters Score -1497653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1497662.375000 Penalty: 10934.006836
	Iteration 21Q: 3 clusters Score -1497662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1497664.875000 Penalty: 10934.006836
	Iteration 22Q: 3 clusters Score -1497665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1497671.375000 Penalty: 10934.006836
	Iteration 23Q: 3 clusters Score -1497671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1497676.250000 Penalty: 10934.006836
	Iteration 24Q: 3 clusters Score -1497676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1497677.750000 Penalty: 10934.006836
	Iteration 25Q: 3 clusters Score -1497678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1497682.750000 Penalty: 10934.006836
	Iteration 26Q: 3 clusters Score -1497683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1497684.750000 Penalty: 10934.006836
	Iteration 27Q: 3 clusters Score -1497685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1497693.125000 Penalty: 10934.006836
	Iteration 28Q: 3 clusters Score -1497693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1497693.500000 Penalty: 10934.006836
	Iteration 29Q: 3 clusters Score -1497694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1497695.625000 Penalty: 10934.006836
	Iteration 30Q: 3 clusters Score -1497696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1497693.250000 Penalty: 10934.006836
	Iteration 31Q: 3 clusters Score -1497693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1497696.125000 Penalty: 10934.006836
	Iteration 32Q: 3 clusters Score -1497696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1497694.750000 Penalty: 10934.006836
	Iteration 33Q: 3 clusters Score -1497695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1497700.000000 Penalty: 10934.006836
	Iteration 34Q: 3 clusters Score -1497700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1497700.000000 Penalty: 10934.006836
	Iteration 35F: 3 clusters Score -1497700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Entering Unmasked Estep 
Score: -5866729.000000 Penalty: 6287.675293
	Iteration 0F: 2 clusters Score -5866729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5844672.500000 Penalty: 12575.350586
	Iteration 0F: 3 clusters Score -5844672 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -5851037.000000 Penalty: 12575.350586
	Iteration 1F: 3 clusters Score -5851037 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -5851838.500000 Penalty: 12575.350586
	Iteration 2F: 3 clusters Score -5851838 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -5852522.500000 Penalty: 12575.350586
	Iteration 3Q: 3 clusters Score -5852522 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5853138.000000 Penalty: 12575.350586
	Iteration 4Q: 3 clusters Score -5853138 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -5853862.500000 Penalty: 12575.350586
	Iteration 5Q: 3 clusters Score -5853862 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -5854667.500000 Penalty: 12575.350586
	Iteration 6Q: 3 clusters Score -5854668 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5855501.000000 Penalty: 12575.350586
	Iteration 7Q: 3 clusters Score -5855501 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -5856312.500000 Penalty: 12575.350586
	Iteration 8F: 3 clusters Score -5856312 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -5857213.500000 Penalty: 12575.350586
	Iteration 9Q: 3 clusters Score -5857214 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -5858248.500000 Penalty: 12575.350586
	Iteration 10F: 3 clusters Score -5858248 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -5859319.000000 Penalty: 12575.350586
	Iteration 11F: 3 clusters Score -5859319 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -5860439.000000 Penalty: 12575.350586
	Iteration 12Q: 3 clusters Score -5860439 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -5861391.000000 Penalty: 12575.350586
	Iteration 13Q: 3 clusters Score -5861391 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -5862156.500000 Penalty: 12575.350586
	Iteration 14Q: 3 clusters Score -5862156 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -5862841.500000 Penalty: 12575.350586
	Iteration 15Q: 3 clusters Score -5862842 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -5863704.500000 Penalty: 12575.350586
	Iteration 16Q: 3 clusters Score -5863704 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -5864483.500000 Penalty: 12575.350586
	Iteration 17Q: 3 clusters Score -5864484 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -5864918.000000 Penalty: 12575.350586
	Iteration 18Q: 3 clusters Score -5864918 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -5865125.500000 Penalty: 12575.350586
	Iteration 19Q: 3 clusters Score -5865126 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5865219.500000 Penalty: 12575.350586
	Iteration 20F: 3 clusters Score -5865220 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -5865288.500000 Penalty: 12575.350586
	Iteration 21Q: 3 clusters Score -5865288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -5865341.500000 Penalty: 12575.350586
	Iteration 22Q: 3 clusters Score -5865342 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -5865384.500000 Penalty: 12575.350586
	Iteration 23Q: 3 clusters Score -5865384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -5865401.500000 Penalty: 12575.350586
	Iteration 24Q: 3 clusters Score -5865402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -5865413.500000 Penalty: 12575.350586
	Iteration 25Q: 3 clusters Score -5865414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -5865424.500000 Penalty: 12575.350586
	Iteration 26Q: 3 clusters Score -5865424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -5865447.500000 Penalty: 12575.350586
	Iteration 27Q: 3 clusters Score -5865448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -5865462.000000 Penalty: 12575.350586
	Iteration 28Q: 3 clusters Score -5865462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5865477.000000 Penalty: 12575.350586
	Iteration 29Q: 3 clusters Score -5865477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -5865483.000000 Penalty: 12575.350586
	Iteration 30Q: 3 clusters Score -5865483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5865494.500000 Penalty: 12575.350586
	Iteration 31Q: 3 clusters Score -5865494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -5865504.500000 Penalty: 12575.350586
	Iteration 32Q: 3 clusters Score -5865504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -5865519.000000 Penalty: 12575.350586
	Iteration 33Q: 3 clusters Score -5865519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5865551.500000 Penalty: 12575.350586
	Iteration 34Q: 3 clusters Score -5865552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -5865569.500000 Penalty: 12575.350586
	Iteration 35Q: 3 clusters Score -5865570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -5865567.000000 Penalty: 12575.350586
	Iteration 36Q: 3 clusters Score -5865567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5865611.000000 Penalty: 12575.350586
	Iteration 37Q: 3 clusters Score -5865611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -5865625.000000 Penalty: 12575.350586
	Iteration 38Q: 3 clusters Score -5865625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -5865638.000000 Penalty: 12575.350586
	Iteration 39Q: 3 clusters Score -5865638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5865656.000000 Penalty: 12575.350586
	Iteration 40F: 3 clusters Score -5865656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5865665.500000 Penalty: 12575.350586
	Iteration 41Q: 3 clusters Score -5865666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -5865670.000000 Penalty: 12575.350586
	Iteration 42Q: 3 clusters Score -5865670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -5865667.000000 Penalty: 12575.350586
	Iteration 43Q: 3 clusters Score -5865667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -5865672.000000 Penalty: 12575.350586
	Iteration 44Q: 3 clusters Score -5865672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5865679.000000 Penalty: 12575.350586
	Iteration 45Q: 3 clusters Score -5865679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -5865691.500000 Penalty: 12575.350586
	Iteration 46Q: 3 clusters Score -5865692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5865700.500000 Penalty: 12575.350586
	Iteration 47Q: 3 clusters Score -5865700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -5865703.000000 Penalty: 12575.350586
	Iteration 48Q: 3 clusters Score -5865703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -5865704.500000 Penalty: 12575.350586
	Iteration 49Q: 3 clusters Score -5865704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5865711.500000 Penalty: 12575.350586
	Iteration 50Q: 3 clusters Score -5865712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5865717.500000 Penalty: 12575.350586
	Iteration 51Q: 3 clusters Score -5865718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5865720.000000 Penalty: 12575.350586
	Iteration 52Q: 3 clusters Score -5865720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -5865722.500000 Penalty: 12575.350586
	Iteration 53Q: 3 clusters Score -5865722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5865726.500000 Penalty: 12575.350586
	Iteration 54Q: 3 clusters Score -5865726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -5865722.000000 Penalty: 12575.350586
	Iteration 55Q: 3 clusters Score -5865722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5865723.000000 Penalty: 12575.350586
	Iteration 56Q: 3 clusters Score -5865723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -5865725.000000 Penalty: 12575.350586
	Iteration 57Q: 3 clusters Score -5865725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -5865721.000000 Penalty: 12575.350586
	Iteration 58Q: 3 clusters Score -5865721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -5865722.500000 Penalty: 12575.350586
	Iteration 59Q: 3 clusters Score -5865722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -5865722.500000 Penalty: 12575.350586
	Iteration 60F: 3 clusters Score -5865722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Entering Unmasked Estep 
Score: -5284495.500000 Penalty: 6219.714355
	Iteration 0F: 2 clusters Score -5284496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -5264294.500000 Penalty: 12439.428711
	Iteration 0F: 3 clusters Score -5264294 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -5270418.500000 Penalty: 12439.428711
	Iteration 1F: 3 clusters Score -5270418 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -5271506.000000 Penalty: 12439.428711
	Iteration 2F: 3 clusters Score -5271506 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -5272482.500000 Penalty: 12439.428711
	Iteration 3F: 3 clusters Score -5272482 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -5273503.500000 Penalty: 12439.428711
	Iteration 4F: 3 clusters Score -5273504 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -5274415.500000 Penalty: 12439.428711
	Iteration 5F: 3 clusters Score -5274416 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -5275259.000000 Penalty: 12439.428711
	Iteration 6F: 3 clusters Score -5275259 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -5275866.500000 Penalty: 12439.428711
	Iteration 7Q: 3 clusters Score -5275866 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -5276449.000000 Penalty: 12439.428711
	Iteration 8Q: 3 clusters Score -5276449 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -5276852.000000 Penalty: 12439.428711
	Iteration 9Q: 3 clusters Score -5276852 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -5277239.500000 Penalty: 12439.428711
	Iteration 10Q: 3 clusters Score -5277240 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -5277536.000000 Penalty: 12439.428711
	Iteration 11Q: 3 clusters Score -5277536 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -5277863.000000 Penalty: 12439.428711
	Iteration 12Q: 3 clusters Score -5277863 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -5278147.000000 Penalty: 12439.428711
	Iteration 13Q: 3 clusters Score -5278147 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -5278414.000000 Penalty: 12439.428711
	Iteration 14Q: 3 clusters Score -5278414 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5278577.000000 Penalty: 12439.428711
	Iteration 15Q: 3 clusters Score -5278577 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -5278770.000000 Penalty: 12439.428711
	Iteration 16Q: 3 clusters Score -5278770 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -5278941.000000 Penalty: 12439.428711
	Iteration 17Q: 3 clusters Score -5278941 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -5279093.000000 Penalty: 12439.428711
	Iteration 18Q: 3 clusters Score -5279093 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -5279238.500000 Penalty: 12439.428711
	Iteration 19Q: 3 clusters Score -5279238 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -5279377.500000 Penalty: 12439.428711
	Iteration 20F: 3 clusters Score -5279378 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -5279531.500000 Penalty: 12439.428711
	Iteration 21Q: 3 clusters Score -5279532 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -5279649.500000 Penalty: 12439.428711
	Iteration 22Q: 3 clusters Score -5279650 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -5279748.500000 Penalty: 12439.428711
	Iteration 23Q: 3 clusters Score -5279748 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -5279841.000000 Penalty: 12439.428711
	Iteration 24Q: 3 clusters Score -5279841 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5279938.500000 Penalty: 12439.428711
	Iteration 25Q: 3 clusters Score -5279938 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -5280010.000000 Penalty: 12439.428711
	Iteration 26Q: 3 clusters Score -5280010 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -5280079.000000 Penalty: 12439.428711
	Iteration 27Q: 3 clusters Score -5280079 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -5280121.500000 Penalty: 12439.428711
	Iteration 28Q: 3 clusters Score -5280122 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -5280168.500000 Penalty: 12439.428711
	Iteration 29Q: 3 clusters Score -5280168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5280216.500000 Penalty: 12439.428711
	Iteration 30Q: 3 clusters Score -5280216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5280268.000000 Penalty: 12439.428711
	Iteration 31Q: 3 clusters Score -5280268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5280298.000000 Penalty: 12439.428711
	Iteration 32Q: 3 clusters Score -5280298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -5280330.000000 Penalty: 12439.428711
	Iteration 33Q: 3 clusters Score -5280330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -5280369.000000 Penalty: 12439.428711
	Iteration 34Q: 3 clusters Score -5280369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5280399.000000 Penalty: 12439.428711
	Iteration 35Q: 3 clusters Score -5280399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -5280446.500000 Penalty: 12439.428711
	Iteration 36Q: 3 clusters Score -5280446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5280480.500000 Penalty: 12439.428711
	Iteration 37Q: 3 clusters Score -5280480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5280492.500000 Penalty: 12439.428711
	Iteration 38Q: 3 clusters Score -5280492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -5280514.500000 Penalty: 12439.428711
	Iteration 39Q: 3 clusters Score -5280514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5280558.000000 Penalty: 12439.428711
	Iteration 40F: 3 clusters Score -5280558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5280588.500000 Penalty: 12439.428711
	Iteration 41Q: 3 clusters Score -5280588 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5280599.500000 Penalty: 12439.428711
	Iteration 42Q: 3 clusters Score -5280600 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5280624.000000 Penalty: 12439.428711
	Iteration 43Q: 3 clusters Score -5280624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5280648.000000 Penalty: 12439.428711
	Iteration 44Q: 3 clusters Score -5280648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -5280681.500000 Penalty: 12439.428711
	Iteration 45Q: 3 clusters Score -5280682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5280725.500000 Penalty: 12439.428711
	Iteration 46Q: 3 clusters Score -5280726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -5280730.500000 Penalty: 12439.428711
	Iteration 47Q: 3 clusters Score -5280730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5280756.500000 Penalty: 12439.428711
	Iteration 48Q: 3 clusters Score -5280756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -5280782.000000 Penalty: 12439.428711
	Iteration 49Q: 3 clusters Score -5280782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -5280793.000000 Penalty: 12439.428711
	Iteration 50Q: 3 clusters Score -5280793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -5280816.500000 Penalty: 12439.428711
	Iteration 51Q: 3 clusters Score -5280816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -5280819.500000 Penalty: 12439.428711
	Iteration 52Q: 3 clusters Score -5280820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -5280830.500000 Penalty: 12439.428711
	Iteration 53Q: 3 clusters Score -5280830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -5280832.000000 Penalty: 12439.428711
	Iteration 54Q: 3 clusters Score -5280832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -5280834.500000 Penalty: 12439.428711
	Iteration 55Q: 3 clusters Score -5280834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5280856.000000 Penalty: 12439.428711
	Iteration 56Q: 3 clusters Score -5280856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -5280864.000000 Penalty: 12439.428711
	Iteration 57Q: 3 clusters Score -5280864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5280850.000000 Penalty: 12439.428711
	Iteration 58Q: 3 clusters Score -5280850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5280865.000000 Penalty: 12439.428711
	Iteration 59Q: 3 clusters Score -5280865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5280866.500000 Penalty: 12439.428711
	Iteration 60F: 3 clusters Score -5280866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -5280883.000000 Penalty: 12439.428711
	Iteration 61Q: 3 clusters Score -5280883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5280875.000000 Penalty: 12439.428711
	Iteration 62Q: 3 clusters Score -5280875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -5280882.500000 Penalty: 12439.428711
	Iteration 63Q: 3 clusters Score -5280882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5280893.000000 Penalty: 12439.428711
	Iteration 64Q: 3 clusters Score -5280893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5280901.500000 Penalty: 12439.428711
	Iteration 65Q: 3 clusters Score -5280902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -5280907.500000 Penalty: 12439.428711
	Iteration 66Q: 3 clusters Score -5280908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5280908.500000 Penalty: 12439.428711
	Iteration 67Q: 3 clusters Score -5280908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5280917.000000 Penalty: 12439.428711
	Iteration 68Q: 3 clusters Score -5280917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5280910.000000 Penalty: 12439.428711
	Iteration 69Q: 3 clusters Score -5280910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5280907.000000 Penalty: 12439.428711
	Iteration 70Q: 3 clusters Score -5280907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5280916.500000 Penalty: 12439.428711
	Iteration 71Q: 3 clusters Score -5280916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5280918.500000 Penalty: 12439.428711
	Iteration 72Q: 3 clusters Score -5280918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5280911.000000 Penalty: 12439.428711
	Iteration 73Q: 3 clusters Score -5280911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -5280915.500000 Penalty: 12439.428711
	Iteration 74Q: 3 clusters Score -5280916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5280914.000000 Penalty: 12439.428711
	Iteration 75Q: 3 clusters Score -5280914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5280910.000000 Penalty: 12439.428711
	Iteration 76Q: 3 clusters Score -5280910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5280914.500000 Penalty: 12439.428711
	Iteration 77Q: 3 clusters Score -5280914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5280914.000000 Penalty: 12439.428711
	Iteration 78Q: 3 clusters Score -5280914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -5280919.500000 Penalty: 12439.428711
	Iteration 79Q: 3 clusters Score -5280920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -5280923.500000 Penalty: 12439.428711
	Iteration 80F: 3 clusters Score -5280924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5280922.000000 Penalty: 12439.428711
	Iteration 81Q: 3 clusters Score -5280922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5280923.500000 Penalty: 12439.428711
	Iteration 82Q: 3 clusters Score -5280924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5280921.000000 Penalty: 12439.428711
	Iteration 83Q: 3 clusters Score -5280921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5280921.000000 Penalty: 12439.428711
	Iteration 84F: 3 clusters Score -5280921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Entering Unmasked Estep 
Score: -12890350.000000 Penalty: 6762.631836
	Iteration 0F: 2 clusters Score -1.289035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -12846660.000000 Penalty: 13525.263672
	Iteration 0F: 3 clusters Score -1.284666e+07 nChanged 27937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -12861867.000000 Penalty: 13525.263672
	Iteration 1F: 3 clusters Score -1.286187e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -12862943.000000 Penalty: 13525.263672
	Iteration 2Q: 3 clusters Score -1.286294e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -12863952.000000 Penalty: 13525.263672
	Iteration 3Q: 3 clusters Score -1.286395e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -12865347.000000 Penalty: 13525.263672
	Iteration 4Q: 3 clusters Score -1.286535e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -12867108.000000 Penalty: 13525.263672
	Iteration 5F: 3 clusters Score -1.286711e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -12869539.000000 Penalty: 13525.263672
	Iteration 6F: 3 clusters Score -1.286954e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -12872349.000000 Penalty: 13525.263672
	Iteration 7F: 3 clusters Score -1.287235e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -12875372.000000 Penalty: 13525.263672
	Iteration 8F: 3 clusters Score -1.287537e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -12878265.000000 Penalty: 13525.263672
	Iteration 9F: 3 clusters Score -1.287826e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -12881582.000000 Penalty: 13525.263672
	Iteration 10F: 3 clusters Score -1.288158e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -12885566.000000 Penalty: 13525.263672
	Iteration 11Q: 3 clusters Score -1.288557e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -12889111.000000 Penalty: 13525.263672
	Iteration 12Q: 3 clusters Score -1.288911e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -12890460.000000 Penalty: 13525.263672
	Iteration 13Q: 3 clusters Score -1.289046e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -12890823.000000 Penalty: 13525.263672
	Iteration 14Q: 3 clusters Score -1.289082e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -12890956.000000 Penalty: 13525.263672
	Iteration 15Q: 3 clusters Score -1.289096e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -12891012.000000 Penalty: 13525.263672
	Iteration 16Q: 3 clusters Score -1.289101e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -12891035.000000 Penalty: 13525.263672
	Iteration 17Q: 3 clusters Score -1.289104e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -12891059.000000 Penalty: 13525.263672
	Iteration 18Q: 3 clusters Score -1.289106e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -12891034.000000 Penalty: 13525.263672
	Iteration 19Q: 3 clusters Score -1.289103e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -12891034.000000 Penalty: 13525.263672
	Iteration 20F: 3 clusters Score -1.289103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -12891063.000000 Penalty: 13525.263672
	Iteration 21Q: 3 clusters Score -1.289106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -12891059.000000 Penalty: 13525.263672
	Iteration 22Q: 3 clusters Score -1.289106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -12891066.000000 Penalty: 13525.263672
	Iteration 23Q: 3 clusters Score -1.289107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -12891048.000000 Penalty: 13525.263672
	Iteration 24Q: 3 clusters Score -1.289105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -12891057.000000 Penalty: 13525.263672
	Iteration 25Q: 3 clusters Score -1.289106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -12891063.000000 Penalty: 13525.263672
	Iteration 26Q: 3 clusters Score -1.289106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -12891079.000000 Penalty: 13525.263672
	Iteration 27Q: 3 clusters Score -1.289108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -12891085.000000 Penalty: 13525.263672
	Iteration 28Q: 3 clusters Score -1.289108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -12891070.000000 Penalty: 13525.263672
	Iteration 29Q: 3 clusters Score -1.289107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -12891062.000000 Penalty: 13525.263672
	Iteration 30Q: 3 clusters Score -1.289106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -12891065.000000 Penalty: 13525.263672
	Iteration 31Q: 3 clusters Score -1.289106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -12891073.000000 Penalty: 13525.263672
	Iteration 32Q: 3 clusters Score -1.289107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -12891070.000000 Penalty: 13525.263672
	Iteration 33Q: 3 clusters Score -1.289107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -12891075.000000 Penalty: 13525.263672
	Iteration 34Q: 3 clusters Score -1.289108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -12891071.000000 Penalty: 13525.263672
	Iteration 35Q: 3 clusters Score -1.289107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -12891074.000000 Penalty: 13525.263672
	Iteration 36Q: 3 clusters Score -1.289107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -12891067.000000 Penalty: 13525.263672
	Iteration 37Q: 3 clusters Score -1.289107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -12891075.000000 Penalty: 13525.263672
	Iteration 38Q: 3 clusters Score -1.289108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -12891076.000000 Penalty: 13525.263672
	Iteration 39Q: 3 clusters Score -1.289108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -12891072.000000 Penalty: 13525.263672
	Iteration 40F: 3 clusters Score -1.289107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -12891058.000000 Penalty: 13525.263672
	Iteration 41Q: 3 clusters Score -1.289106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -12891056.000000 Penalty: 13525.263672
	Iteration 42Q: 3 clusters Score -1.289106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -12891061.000000 Penalty: 13525.263672
	Iteration 43Q: 3 clusters Score -1.289106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -12891061.000000 Penalty: 13525.263672
	Iteration 44F: 3 clusters Score -1.289106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24451 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28477 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26794 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 19016 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 43366 members 
Entering Unmasked Estep 
Score: -89418552.000000 Penalty: 183124.609375
Splitting cluster 15 changes total score from -89418728.000000 to -89418552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -1075173.500000 Penalty: 5271.584473
	Iteration 0F: 2 clusters Score -1075174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1067741.625000 Penalty: 10543.168945
	Iteration 0F: 3 clusters Score -1067742 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1068986.750000 Penalty: 10543.168945
	Iteration 1F: 3 clusters Score -1068987 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1069354.000000 Penalty: 10543.168945
	Iteration 2F: 3 clusters Score -1069354 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1069578.750000 Penalty: 10543.168945
	Iteration 3Q: 3 clusters Score -1069579 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1069719.625000 Penalty: 10543.168945
	Iteration 4Q: 3 clusters Score -1069720 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1069814.375000 Penalty: 10543.168945
	Iteration 5Q: 3 clusters Score -1069814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1069882.750000 Penalty: 10543.168945
	Iteration 6Q: 3 clusters Score -1069883 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1069932.750000 Penalty: 10543.168945
	Iteration 7Q: 3 clusters Score -1069933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1069986.750000 Penalty: 10543.168945
	Iteration 8Q: 3 clusters Score -1069987 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1070029.250000 Penalty: 10543.168945
	Iteration 9Q: 3 clusters Score -1070029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1070069.250000 Penalty: 10543.168945
	Iteration 10Q: 3 clusters Score -1070069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1070112.250000 Penalty: 10543.168945
	Iteration 11Q: 3 clusters Score -1070112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1070142.750000 Penalty: 10543.168945
	Iteration 12Q: 3 clusters Score -1070143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1070170.625000 Penalty: 10543.168945
	Iteration 13Q: 3 clusters Score -1070171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1070196.125000 Penalty: 10543.168945
	Iteration 14Q: 3 clusters Score -1070196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1070214.750000 Penalty: 10543.168945
	Iteration 15Q: 3 clusters Score -1070215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1070233.625000 Penalty: 10543.168945
	Iteration 16Q: 3 clusters Score -1070234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1070252.250000 Penalty: 10543.168945
	Iteration 17Q: 3 clusters Score -1070252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1070262.750000 Penalty: 10543.168945
	Iteration 18Q: 3 clusters Score -1070263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1070273.625000 Penalty: 10543.168945
	Iteration 19Q: 3 clusters Score -1070274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1070289.250000 Penalty: 10543.168945
	Iteration 20F: 3 clusters Score -1070289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1070301.750000 Penalty: 10543.168945
	Iteration 21Q: 3 clusters Score -1070302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1070310.375000 Penalty: 10543.168945
	Iteration 22Q: 3 clusters Score -1070310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1070316.375000 Penalty: 10543.168945
	Iteration 23Q: 3 clusters Score -1070316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1070319.125000 Penalty: 10543.168945
	Iteration 24Q: 3 clusters Score -1070319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1070326.250000 Penalty: 10543.168945
	Iteration 25Q: 3 clusters Score -1070326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1070331.375000 Penalty: 10543.168945
	Iteration 26Q: 3 clusters Score -1070331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1070334.750000 Penalty: 10543.168945
	Iteration 27Q: 3 clusters Score -1070335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1070338.000000 Penalty: 10543.168945
	Iteration 28Q: 3 clusters Score -1070338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1070340.375000 Penalty: 10543.168945
	Iteration 29Q: 3 clusters Score -1070340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1070345.375000 Penalty: 10543.168945
	Iteration 30Q: 3 clusters Score -1070345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1070349.875000 Penalty: 10543.168945
	Iteration 31Q: 3 clusters Score -1070350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1070349.750000 Penalty: 10543.168945
	Iteration 32Q: 3 clusters Score -1070350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1070350.875000 Penalty: 10543.168945
	Iteration 33Q: 3 clusters Score -1070351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1070353.875000 Penalty: 10543.168945
	Iteration 34Q: 3 clusters Score -1070354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1070357.250000 Penalty: 10543.168945
	Iteration 35Q: 3 clusters Score -1070357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1070359.125000 Penalty: 10543.168945
	Iteration 36Q: 3 clusters Score -1070359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1070360.250000 Penalty: 10543.168945
	Iteration 37Q: 3 clusters Score -1070360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1070365.250000 Penalty: 10543.168945
	Iteration 38Q: 3 clusters Score -1070365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1070370.000000 Penalty: 10543.168945
	Iteration 39Q: 3 clusters Score -1070370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1070372.000000 Penalty: 10543.168945
	Iteration 40F: 3 clusters Score -1070372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1070375.875000 Penalty: 10543.168945
	Iteration 41Q: 3 clusters Score -1070376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1070379.625000 Penalty: 10543.168945
	Iteration 42Q: 3 clusters Score -1070380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1070382.375000 Penalty: 10543.168945
	Iteration 43Q: 3 clusters Score -1070382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1070383.500000 Penalty: 10543.168945
	Iteration 44Q: 3 clusters Score -1070384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1070383.000000 Penalty: 10543.168945
	Iteration 45Q: 3 clusters Score -1070383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1070383.000000 Penalty: 10543.168945
	Iteration 46F: 3 clusters Score -1070383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -55403.109375 Penalty: 3533.096680
	Iteration 0F: 2 clusters Score -55403.11 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 162 members 
Entering Unmasked Estep 
Score: -52629.226562 Penalty: 7066.193359
	Iteration 0F: 3 clusters Score -52629.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52690.148438 Penalty: 7066.193359
	Iteration 1Q: 3 clusters Score -52690.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52711.972656 Penalty: 7066.193359
	Iteration 2Q: 3 clusters Score -52711.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52723.527344 Penalty: 7066.193359
	Iteration 3Q: 3 clusters Score -52723.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52723.527344 Penalty: 7066.193359
	Iteration 4F: 3 clusters Score -52723.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Entering Unmasked Estep 
Score: -2323656.250000 Penalty: 5724.162109
	Iteration 0F: 2 clusters Score -2323656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2312514.000000 Penalty: 11448.324219
	Iteration 0F: 3 clusters Score -2312514 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2315019.500000 Penalty: 11448.324219
	Iteration 1F: 3 clusters Score -2315020 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2315468.250000 Penalty: 11448.324219
	Iteration 2F: 3 clusters Score -2315468 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2315722.250000 Penalty: 11448.324219
	Iteration 3Q: 3 clusters Score -2315722 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2315871.750000 Penalty: 11448.324219
	Iteration 4Q: 3 clusters Score -2315872 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2315967.250000 Penalty: 11448.324219
	Iteration 5Q: 3 clusters Score -2315967 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2316037.750000 Penalty: 11448.324219
	Iteration 6Q: 3 clusters Score -2316038 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2316115.500000 Penalty: 11448.324219
	Iteration 7Q: 3 clusters Score -2316116 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2316171.750000 Penalty: 11448.324219
	Iteration 8Q: 3 clusters Score -2316172 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2316222.750000 Penalty: 11448.324219
	Iteration 9Q: 3 clusters Score -2316223 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2316276.000000 Penalty: 11448.324219
	Iteration 10Q: 3 clusters Score -2316276 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2316315.750000 Penalty: 11448.324219
	Iteration 11Q: 3 clusters Score -2316316 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2316346.750000 Penalty: 11448.324219
	Iteration 12Q: 3 clusters Score -2316347 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2316369.500000 Penalty: 11448.324219
	Iteration 13Q: 3 clusters Score -2316370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2316396.250000 Penalty: 11448.324219
	Iteration 14Q: 3 clusters Score -2316396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2316413.750000 Penalty: 11448.324219
	Iteration 15Q: 3 clusters Score -2316414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2316438.500000 Penalty: 11448.324219
	Iteration 16Q: 3 clusters Score -2316438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2316453.000000 Penalty: 11448.324219
	Iteration 17Q: 3 clusters Score -2316453 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2316477.750000 Penalty: 11448.324219
	Iteration 18Q: 3 clusters Score -2316478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2316493.250000 Penalty: 11448.324219
	Iteration 19Q: 3 clusters Score -2316493 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2316515.250000 Penalty: 11448.324219
	Iteration 20F: 3 clusters Score -2316515 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2316528.000000 Penalty: 11448.324219
	Iteration 21Q: 3 clusters Score -2316528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2316542.750000 Penalty: 11448.324219
	Iteration 22Q: 3 clusters Score -2316543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2316556.000000 Penalty: 11448.324219
	Iteration 23Q: 3 clusters Score -2316556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2316568.250000 Penalty: 11448.324219
	Iteration 24Q: 3 clusters Score -2316568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2316576.500000 Penalty: 11448.324219
	Iteration 25Q: 3 clusters Score -2316576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2316586.000000 Penalty: 11448.324219
	Iteration 26Q: 3 clusters Score -2316586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2316593.500000 Penalty: 11448.324219
	Iteration 27Q: 3 clusters Score -2316594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2316603.500000 Penalty: 11448.324219
	Iteration 28Q: 3 clusters Score -2316604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2316614.500000 Penalty: 11448.324219
	Iteration 29Q: 3 clusters Score -2316614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2316631.000000 Penalty: 11448.324219
	Iteration 30Q: 3 clusters Score -2316631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2316652.500000 Penalty: 11448.324219
	Iteration 31Q: 3 clusters Score -2316652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2316677.250000 Penalty: 11448.324219
	Iteration 32Q: 3 clusters Score -2316677 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2316688.750000 Penalty: 11448.324219
	Iteration 33Q: 3 clusters Score -2316689 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2316714.750000 Penalty: 11448.324219
	Iteration 34Q: 3 clusters Score -2316715 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2316742.500000 Penalty: 11448.324219
	Iteration 35Q: 3 clusters Score -2316742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2316760.750000 Penalty: 11448.324219
	Iteration 36Q: 3 clusters Score -2316761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2316778.750000 Penalty: 11448.324219
	Iteration 37Q: 3 clusters Score -2316779 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2316798.250000 Penalty: 11448.324219
	Iteration 38Q: 3 clusters Score -2316798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2316819.500000 Penalty: 11448.324219
	Iteration 39Q: 3 clusters Score -2316820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2316853.250000 Penalty: 11448.324219
	Iteration 40F: 3 clusters Score -2316853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2316887.000000 Penalty: 11448.324219
	Iteration 41Q: 3 clusters Score -2316887 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2316914.750000 Penalty: 11448.324219
	Iteration 42Q: 3 clusters Score -2316915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2316948.500000 Penalty: 11448.324219
	Iteration 43Q: 3 clusters Score -2316948 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2316996.250000 Penalty: 11448.324219
	Iteration 44Q: 3 clusters Score -2316996 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2317050.000000 Penalty: 11448.324219
	Iteration 45Q: 3 clusters Score -2317050 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2317100.000000 Penalty: 11448.324219
	Iteration 46Q: 3 clusters Score -2317100 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2317158.250000 Penalty: 11448.324219
	Iteration 47Q: 3 clusters Score -2317158 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2317213.500000 Penalty: 11448.324219
	Iteration 48Q: 3 clusters Score -2317214 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2317300.750000 Penalty: 11448.324219
	Iteration 49Q: 3 clusters Score -2317301 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2317391.000000 Penalty: 11448.324219
	Iteration 50Q: 3 clusters Score -2317391 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2317488.500000 Penalty: 11448.324219
	Iteration 51Q: 3 clusters Score -2317488 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2317593.750000 Penalty: 11448.324219
	Iteration 52Q: 3 clusters Score -2317594 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2317733.000000 Penalty: 11448.324219
	Iteration 53Q: 3 clusters Score -2317733 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2317896.000000 Penalty: 11448.324219
	Iteration 54Q: 3 clusters Score -2317896 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2318033.500000 Penalty: 11448.324219
	Iteration 55Q: 3 clusters Score -2318034 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2318174.500000 Penalty: 11448.324219
	Iteration 56Q: 3 clusters Score -2318174 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2318292.250000 Penalty: 11448.324219
	Iteration 57Q: 3 clusters Score -2318292 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2318380.500000 Penalty: 11448.324219
	Iteration 58Q: 3 clusters Score -2318380 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2318450.250000 Penalty: 11448.324219
	Iteration 59Q: 3 clusters Score -2318450 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2318514.500000 Penalty: 11448.324219
	Iteration 60F: 3 clusters Score -2318514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2318572.500000 Penalty: 11448.324219
	Iteration 61Q: 3 clusters Score -2318572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2318614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2318656.250000 Penalty: 11448.324219
	Iteration 63Q: 3 clusters Score -2318656 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2318701.500000 Penalty: 11448.324219
	Iteration 64Q: 3 clusters Score -2318702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2318739 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2318771.000000 Penalty: 11448.324219
	Iteration 66Q: 3 clusters Score -2318771 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2318807 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2318850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2318887.500000 Penalty: 11448.324219
	Iteration 69Q: 3 clusters Score -2318888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2318918.500000 Penalty: 11448.324219
	Iteration 70Q: 3 clusters Score -2318918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2318943.500000 Penalty: 11448.324219
	Iteration 71Q: 3 clusters Score -2318944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2318961.750000 Penalty: 11448.324219
	Iteration 72Q: 3 clusters Score -2318962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2318988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2319001.000000 Penalty: 11448.324219
	Iteration 74Q: 3 clusters Score -2319001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2319014.250000 Penalty: 11448.324219
	Iteration 75Q: 3 clusters Score -2319014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2319017.000000 Penalty: 11448.324219
	Iteration 76Q: 3 clusters Score -2319017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2319027.750000 Penalty: 11448.324219
	Iteration 77Q: 3 clusters Score -2319028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2319037.500000 Penalty: 11448.324219
	Iteration 78Q: 3 clusters Score -2319038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2319041.000000 Penalty: 11448.324219
	Iteration 79Q: 3 clusters Score -2319041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2319050.500000 Penalty: 11448.324219
	Iteration 80F: 3 clusters Score -2319050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2319059.000000 Penalty: 11448.324219
	Iteration 81Q: 3 clusters Score -2319059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2319066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2319070.000000 Penalty: 11448.324219
	Iteration 83Q: 3 clusters Score -2319070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2319079.750000 Penalty: 11448.324219
	Iteration 84Q: 3 clusters Score -2319080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2319087.750000 Penalty: 11448.324219
	Iteration 85Q: 3 clusters Score -2319088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2319083.500000 Penalty: 11448.324219
	Iteration 86Q: 3 clusters Score -2319084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2319089.250000 Penalty: 11448.324219
	Iteration 87Q: 3 clusters Score -2319089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2319088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2319098.750000 Penalty: 11448.324219
	Iteration 89Q: 3 clusters Score -2319099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2319100.000000 Penalty: 11448.324219
	Iteration 90Q: 3 clusters Score -2319100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2319100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2319102.500000 Penalty: 11448.324219
	Iteration 92Q: 3 clusters Score -2319102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2319111.500000 Penalty: 11448.324219
	Iteration 93Q: 3 clusters Score -2319112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2319114.000000 Penalty: 11448.324219
	Iteration 94Q: 3 clusters Score -2319114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2319113.500000 Penalty: 11448.324219
	Iteration 95Q: 3 clusters Score -2319114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2319118.750000 Penalty: 11448.324219
	Iteration 96Q: 3 clusters Score -2319119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2319121.250000 Penalty: 11448.324219
	Iteration 97Q: 3 clusters Score -2319121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2319127.000000 Penalty: 11448.324219
	Iteration 98Q: 3 clusters Score -2319127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2319128.750000 Penalty: 11448.324219
	Iteration 99Q: 3 clusters Score -2319129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2319128.750000 Penalty: 11448.324219
	Iteration 100F: 3 clusters Score -2319129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2319126.750000 Penalty: 11448.324219
	Iteration 101Q: 3 clusters Score -2319127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2319131.500000 Penalty: 11448.324219
	Iteration 102Q: 3 clusters Score -2319132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2319131.750000 Penalty: 11448.324219
	Iteration 103Q: 3 clusters Score -2319132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2319137.250000 Penalty: 11448.324219
	Iteration 104Q: 3 clusters Score -2319137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2319139.250000 Penalty: 11448.324219
	Iteration 105Q: 3 clusters Score -2319139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2319149.250000 Penalty: 11448.324219
	Iteration 106Q: 3 clusters Score -2319149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2319155.000000 Penalty: 11448.324219
	Iteration 107Q: 3 clusters Score -2319155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2319166.000000 Penalty: 11448.324219
	Iteration 108Q: 3 clusters Score -2319166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2319170.500000 Penalty: 11448.324219
	Iteration 109Q: 3 clusters Score -2319170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2319176.250000 Penalty: 11448.324219
	Iteration 110Q: 3 clusters Score -2319176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2319181.250000 Penalty: 11448.324219
	Iteration 111Q: 3 clusters Score -2319181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2319188.250000 Penalty: 11448.324219
	Iteration 112Q: 3 clusters Score -2319188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2319189.500000 Penalty: 11448.324219
	Iteration 113Q: 3 clusters Score -2319190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2319186.750000 Penalty: 11448.324219
	Iteration 114Q: 3 clusters Score -2319187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2319196.500000 Penalty: 11448.324219
	Iteration 115Q: 3 clusters Score -2319196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2319196.000000 Penalty: 11448.324219
	Iteration 116Q: 3 clusters Score -2319196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2319197.000000 Penalty: 11448.324219
	Iteration 117Q: 3 clusters Score -2319197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2319196.000000 Penalty: 11448.324219
	Iteration 118Q: 3 clusters Score -2319196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2319203.750000 Penalty: 11448.324219
	Iteration 119Q: 3 clusters Score -2319204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2319209.500000 Penalty: 11448.324219
	Iteration 120F: 3 clusters Score -2319210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2319208.250000 Penalty: 11448.324219
	Iteration 121Q: 3 clusters Score -2319208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2319219.000000 Penalty: 11448.324219
	Iteration 122Q: 3 clusters Score -2319219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2319216.000000 Penalty: 11448.324219
	Iteration 123Q: 3 clusters Score -2319216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2319219.750000 Penalty: 11448.324219
	Iteration 124Q: 3 clusters Score -2319220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2319225.750000 Penalty: 11448.324219
	Iteration 125Q: 3 clusters Score -2319226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2319226.750000 Penalty: 11448.324219
	Iteration 126Q: 3 clusters Score -2319227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2319228.500000 Penalty: 11448.324219
	Iteration 127Q: 3 clusters Score -2319228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2319236.250000 Penalty: 11448.324219
	Iteration 128Q: 3 clusters Score -2319236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2319237.500000 Penalty: 11448.324219
	Iteration 129Q: 3 clusters Score -2319238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2319242.750000 Penalty: 11448.324219
	Iteration 130Q: 3 clusters Score -2319243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2319244.250000 Penalty: 11448.324219
	Iteration 131Q: 3 clusters Score -2319244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2319245.250000 Penalty: 11448.324219
	Iteration 132Q: 3 clusters Score -2319245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2319249.000000 Penalty: 11448.324219
	Iteration 133Q: 3 clusters Score -2319249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2319247.000000 Penalty: 11448.324219
	Iteration 134Q: 3 clusters Score -2319247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2319250.000000 Penalty: 11448.324219
	Iteration 135Q: 3 clusters Score -2319250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2319249.250000 Penalty: 11448.324219
	Iteration 136Q: 3 clusters Score -2319249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2319248.000000 Penalty: 11448.324219
	Iteration 137Q: 3 clusters Score -2319248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2319250.750000 Penalty: 11448.324219
	Iteration 138Q: 3 clusters Score -2319251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2319249.750000 Penalty: 11448.324219
	Iteration 139Q: 3 clusters Score -2319250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2319251.750000 Penalty: 11448.324219
	Iteration 140F: 3 clusters Score -2319252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2319254.250000 Penalty: 11448.324219
	Iteration 141Q: 3 clusters Score -2319254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2319255.750000 Penalty: 11448.324219
	Iteration 142Q: 3 clusters Score -2319256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2319254.750000 Penalty: 11448.324219
	Iteration 143Q: 3 clusters Score -2319255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2319254.750000 Penalty: 11448.324219
	Iteration 144F: 3 clusters Score -2319255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -165122.125000 Penalty: 4196.998535
	Iteration 0F: 2 clusters Score -165122.1 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 488 members 
Entering Unmasked Estep 
Score: -161158.281250 Penalty: 8393.997070
	Iteration 0F: 3 clusters Score -161158.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -161673.406250 Penalty: 8393.997070
	Iteration 1F: 3 clusters Score -161673.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -161893.328125 Penalty: 8393.997070
	Iteration 2F: 3 clusters Score -161893.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -162125.859375 Penalty: 8393.997070
	Iteration 3Q: 3 clusters Score -162125.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -162421.562500 Penalty: 8393.997070
	Iteration 4Q: 3 clusters Score -162421.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -163236.296875 Penalty: 8393.997070
	Iteration 5F: 3 clusters Score -163236.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -164232.734375 Penalty: 8393.997070
	Iteration 6F: 3 clusters Score -164232.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -164757.531250 Penalty: 8393.997070
	Iteration 7F: 3 clusters Score -164757.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -165242.859375 Penalty: 8393.997070
	Iteration 8F: 3 clusters Score -165242.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -165514.296875 Penalty: 8393.997070
	Iteration 9Q: 3 clusters Score -165514.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -165654.687500 Penalty: 8393.997070
	Iteration 10Q: 3 clusters Score -165654.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -165686.390625 Penalty: 8393.997070
	Iteration 11Q: 3 clusters Score -165686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -165736.890625 Penalty: 8393.997070
	Iteration 12Q: 3 clusters Score -165736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165760.812500 Penalty: 8393.997070
	Iteration 13Q: 3 clusters Score -165760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165760.812500 Penalty: 8393.997070
	Iteration 14F: 3 clusters Score -165760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 24451 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 28477 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 26794 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 62382 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 683 members 
Entering Unmasked Estep 
Score: -89415584.000000 Penalty: 183124.609375
Splitting cluster 19 changes total score from -89418728.000000 to -89415584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -104349.679688 Penalty: 3883.469971
	Iteration 0F: 2 clusters Score -104349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100843.101562 Penalty: 7766.939941
	Iteration 0F: 3 clusters Score -100843.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -101009.750000 Penalty: 7766.939941
	Iteration 1F: 3 clusters Score -101009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -101048.726562 Penalty: 7766.939941
	Iteration 2Q: 3 clusters Score -101048.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -101048.726562 Penalty: 7766.939941
	Iteration 3F: 3 clusters Score -101048.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -144295.953125 Penalty: 4095.854004
	Iteration 0F: 2 clusters Score -144296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -140495.093750 Penalty: 8191.708008
	Iteration 0F: 3 clusters Score -140495.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -140874.890625 Penalty: 8191.708008
	Iteration 1F: 3 clusters Score -140874.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -141137.140625 Penalty: 8191.708008
	Iteration 2F: 3 clusters Score -141137.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -141445.562500 Penalty: 8191.708008
	Iteration 3F: 3 clusters Score -141445.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141781.671875 Penalty: 8191.708008
	Iteration 4F: 3 clusters Score -141781.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142005.890625 Penalty: 8191.708008
	Iteration 5Q: 3 clusters Score -142005.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -142145.562500 Penalty: 8191.708008
	Iteration 6Q: 3 clusters Score -142145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -142232.671875 Penalty: 8191.708008
	Iteration 7Q: 3 clusters Score -142232.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -142353.234375 Penalty: 8191.708008
	Iteration 8Q: 3 clusters Score -142353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -142526.609375 Penalty: 8191.708008
	Iteration 9Q: 3 clusters Score -142526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -142618.828125 Penalty: 8191.708008
	Iteration 10Q: 3 clusters Score -142618.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -142714.421875 Penalty: 8191.708008
	Iteration 11Q: 3 clusters Score -142714.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142751.640625 Penalty: 8191.708008
	Iteration 12Q: 3 clusters Score -142751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142789.781250 Penalty: 8191.708008
	Iteration 13Q: 3 clusters Score -142789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142832.375000 Penalty: 8191.708008
	Iteration 14Q: 3 clusters Score -142832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -142871.640625 Penalty: 8191.708008
	Iteration 15Q: 3 clusters Score -142871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -142927.453125 Penalty: 8191.708008
	Iteration 16Q: 3 clusters Score -142927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -142994.593750 Penalty: 8191.708008
	Iteration 17Q: 3 clusters Score -142994.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -143144.875000 Penalty: 8191.708008
	Iteration 18Q: 3 clusters Score -143144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143219.859375 Penalty: 8191.708008
	Iteration 19Q: 3 clusters Score -143219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -143234.484375 Penalty: 8191.708008
	Iteration 20F: 3 clusters Score -143234.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -143237.906250 Penalty: 8191.708008
	Iteration 21Q: 3 clusters Score -143237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -143237.906250 Penalty: 8191.708008
	Iteration 22F: 3 clusters Score -143237.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -51220.972656 Penalty: 3523.450684
	Iteration 0F: 2 clusters Score -51220.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48483.683594 Penalty: 7046.901367
	Iteration 0F: 3 clusters Score -48483.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -48601.753906 Penalty: 7046.901367
	Iteration 1F: 3 clusters Score -48601.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48616.488281 Penalty: 7046.901367
	Iteration 2Q: 3 clusters Score -48616.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48622.292969 Penalty: 7046.901367
	Iteration 3Q: 3 clusters Score -48622.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48625.773438 Penalty: 7046.901367
	Iteration 4Q: 3 clusters Score -48625.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48628.789062 Penalty: 7046.901367
	Iteration 5Q: 3 clusters Score -48628.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48632.234375 Penalty: 7046.901367
	Iteration 6Q: 3 clusters Score -48632.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48636.785156 Penalty: 7046.901367
	Iteration 7Q: 3 clusters Score -48636.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48643.152344 Penalty: 7046.901367
	Iteration 8Q: 3 clusters Score -48643.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48643.152344 Penalty: 7046.901367
	Iteration 9F: 3 clusters Score -48643.15 nChanged 0
--- Evaluating fit on full set of 1326027 points ---
Entering Unmasked Estep 
Score: -268719840.000000 Penalty: 189966.484375
20->23 Clusters: Score -268719840.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 442009 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 22100 members 
Mstep: Class 3 contains 21969 members 
Mstep: Class 4 contains 21896 members 
Mstep: Class 5 contains 22182 members 
Mstep: Class 6 contains 21999 members 
Mstep: Class 7 contains 22066 members 
Mstep: Class 8 contains 22464 members 
Mstep: Class 9 contains 22015 members 
Mstep: Class 10 contains 21917 members 
Mstep: Class 11 contains 22046 members 
Mstep: Class 12 contains 22233 members 
Mstep: Class 13 contains 22103 members 
Mstep: Class 14 contains 22095 members 
Mstep: Class 15 contains 22462 members 
Mstep: Class 16 contains 22179 members 
Mstep: Class 17 contains 22020 members 
Mstep: Class 18 contains 21949 members 
Mstep: Class 19 contains 22117 members 
Mstep: Class 20 contains 22111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1338.252197 but Gain 7961.937500
Score: -85003448.000000 Penalty: 151276.859375
Iteration 0F: 20 clusters Score -8.500345e+07 nChanged 414655
Entering Unmasked Mstep 
Mstep: Class 0 contains 2663 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 27260 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 16161 members 
Mstep: Class 6 contains 12492 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 26846 members 
Mstep: Class 9 contains 20151 members 
Mstep: Class 10 contains 11502 members 
Mstep: Class 11 contains 61703 members 
Mstep: Class 12 contains 25506 members 
Mstep: Class 13 contains 10853 members 
Mstep: Class 15 contains 27605 members 
Mstep: Class 16 contains 34874 members 
Mstep: Class 17 contains 48022 members 
Mstep: Class 18 contains 28339 members 
Mstep: Class 19 contains 35875 members 
Mstep: Class 20 contains 11278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 4161.673340 but Gain 7961.937500
Score: -87535104.000000 Penalty: 143314.921875
Iteration 1F: 19 clusters Score -8.75351e+07 nChanged 204593
Entering Unmasked Mstep 
Mstep: Class 0 contains 1955 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 28498 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 22646 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 16859 members 
Mstep: Class 9 contains 14986 members 
Mstep: Class 10 contains 2289 members 
Mstep: Class 11 contains 123430 members 
Mstep: Class 12 contains 16811 members 
Mstep: Class 13 contains 3367 members 
Mstep: Class 15 contains 17367 members 
Mstep: Class 16 contains 23760 members 
Mstep: Class 17 contains 67329 members 
Mstep: Class 18 contains 23637 members 
Mstep: Class 19 contains 32881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88459840.000000 Penalty: 143314.921875
Iteration 2F: 19 clusters Score -8.845984e+07 nChanged 147271
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 37714 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 7065 members 
Mstep: Class 5 contains 22008 members 
Mstep: Class 6 contains 26264 members 
Mstep: Class 7 contains 11073 members 
Mstep: Class 8 contains 21465 members 
Mstep: Class 9 contains 13581 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 157893 members 
Mstep: Class 12 contains 16756 members 
Mstep: Class 13 contains 999 members 
Mstep: Class 15 contains 4937 members 
Mstep: Class 16 contains 26032 members 
Mstep: Class 17 contains 51268 members 
Mstep: Class 18 contains 14194 members 
Mstep: Class 19 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 6219.164551 but Gain 7961.937500
Score: -88949416.000000 Penalty: 135352.984375
Iteration 3F: 18 clusters Score -8.894942e+07 nChanged 99457
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 49229 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 28108 members 
Mstep: Class 7 contains 7343 members 
Mstep: Class 8 contains 24504 members 
Mstep: Class 9 contains 15500 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 175015 members 
Mstep: Class 12 contains 21306 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 28520 members 
Mstep: Class 17 contains 38313 members 
Mstep: Class 18 contains 8021 members 
Mstep: Class 19 contains 21829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89108016.000000 Penalty: 135352.984375
Iteration 4F: 18 clusters Score -8.910802e+07 nChanged 58896
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 59491 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 5 contains 14978 members 
Mstep: Class 6 contains 25079 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 25396 members 
Mstep: Class 9 contains 17246 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 178759 members 
Mstep: Class 12 contains 22349 members 
Mstep: Class 13 contains 635 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 31500 members 
Mstep: Class 17 contains 32269 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 19318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89179672.000000 Penalty: 135352.984375
Iteration 5F: 18 clusters Score -8.917967e+07 nChanged 40250
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 66702 members 
Mstep: Class 3 contains 2380 members 
Mstep: Class 5 contains 13364 members 
Mstep: Class 6 contains 22442 members 
Mstep: Class 7 contains 6261 members 
Mstep: Class 8 contains 25247 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 178667 members 
Mstep: Class 12 contains 22226 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 33607 members 
Mstep: Class 17 contains 29099 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 18001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89221496.000000 Penalty: 135352.984375
Iteration 6F: 18 clusters Score -8.92215e+07 nChanged 28992
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 70946 members 
Mstep: Class 3 contains 2342 members 
Mstep: Class 5 contains 12798 members 
Mstep: Class 6 contains 21643 members 
Mstep: Class 7 contains 8303 members 
Mstep: Class 8 contains 24462 members 
Mstep: Class 9 contains 18930 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 177216 members 
Mstep: Class 12 contains 21630 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 936 members 
Mstep: Class 16 contains 35129 members 
Mstep: Class 17 contains 27020 members 
Mstep: Class 18 contains 1748 members 
Mstep: Class 19 contains 16884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89247984.000000 Penalty: 135352.984375
Iteration 7F: 18 clusters Score -8.924798e+07 nChanged 22959
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 73488 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 5 contains 12865 members 
Mstep: Class 6 contains 21609 members 
Mstep: Class 7 contains 11819 members 
Mstep: Class 8 contains 23624 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 174965 members 
Mstep: Class 12 contains 20806 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 25596 members 
Mstep: Class 18 contains 1321 members 
Mstep: Class 19 contains 15571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89271904.000000 Penalty: 135352.984375
Iteration 8F: 18 clusters Score -8.92719e+07 nChanged 19085
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 75166 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 5 contains 13635 members 
Mstep: Class 6 contains 21666 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 8 contains 22850 members 
Mstep: Class 9 contains 18090 members 
Mstep: Class 10 contains 683 members 
Mstep: Class 11 contains 172427 members 
Mstep: Class 12 contains 19995 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 930 members 
Mstep: Class 16 contains 36817 members 
Mstep: Class 17 contains 24633 members 
Mstep: Class 18 contains 1085 members 
Mstep: Class 19 contains 14224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89292952.000000 Penalty: 135352.984375
Iteration 9Q: 18 clusters Score -8.929295e+07 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 76393 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 5 contains 14878 members 
Mstep: Class 6 contains 21783 members 
Mstep: Class 7 contains 20436 members 
Mstep: Class 8 contains 22056 members 
Mstep: Class 9 contains 17147 members 
Mstep: Class 10 contains 708 members 
Mstep: Class 11 contains 169914 members 
Mstep: Class 12 contains 19155 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 16 contains 36983 members 
Mstep: Class 17 contains 23948 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 13080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89307744.000000 Penalty: 135352.984375
Iteration 10Q: 18 clusters Score -8.930774e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 77465 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 5 contains 16342 members 
Mstep: Class 6 contains 21822 members 
Mstep: Class 7 contains 23840 members 
Mstep: Class 8 contains 21286 members 
Mstep: Class 9 contains 16210 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 167975 members 
Mstep: Class 12 contains 18267 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 16 contains 36988 members 
Mstep: Class 17 contains 23385 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 12284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89317608.000000 Penalty: 135352.984375
Iteration 11Q: 18 clusters Score -8.931761e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 78471 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 5 contains 17805 members 
Mstep: Class 6 contains 21832 members 
Mstep: Class 7 contains 26241 members 
Mstep: Class 8 contains 20526 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 713 members 
Mstep: Class 11 contains 166617 members 
Mstep: Class 12 contains 17442 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 926 members 
Mstep: Class 16 contains 36960 members 
Mstep: Class 17 contains 22839 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 11773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89323784.000000 Penalty: 135352.984375
Iteration 12Q: 18 clusters Score -8.932378e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 79415 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 5 contains 19044 members 
Mstep: Class 6 contains 21853 members 
Mstep: Class 7 contains 27814 members 
Mstep: Class 8 contains 19795 members 
Mstep: Class 9 contains 14845 members 
Mstep: Class 10 contains 713 members 
Mstep: Class 11 contains 165718 members 
Mstep: Class 12 contains 16732 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 16 contains 36899 members 
Mstep: Class 17 contains 22280 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 11567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89328584.000000 Penalty: 135352.984375
Iteration 13Q: 18 clusters Score -8.932858e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 80365 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 5 contains 20085 members 
Mstep: Class 6 contains 21853 members 
Mstep: Class 7 contains 28849 members 
Mstep: Class 8 contains 19113 members 
Mstep: Class 9 contains 14432 members 
Mstep: Class 10 contains 714 members 
Mstep: Class 11 contains 165120 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 36833 members 
Mstep: Class 17 contains 21770 members 
Mstep: Class 18 contains 747 members 
Mstep: Class 19 contains 11521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89331840.000000 Penalty: 135352.984375
Iteration 14Q: 18 clusters Score -8.933184e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 81293 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 5 contains 20898 members 
Mstep: Class 6 contains 21865 members 
Mstep: Class 7 contains 29567 members 
Mstep: Class 8 contains 18511 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 164597 members 
Mstep: Class 12 contains 15359 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 36797 members 
Mstep: Class 17 contains 21393 members 
Mstep: Class 18 contains 731 members 
Mstep: Class 19 contains 11592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89334584.000000 Penalty: 135352.984375
Iteration 15Q: 18 clusters Score -8.933458e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 82148 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 5 contains 21569 members 
Mstep: Class 6 contains 21858 members 
Mstep: Class 7 contains 30104 members 
Mstep: Class 8 contains 17974 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 164069 members 
Mstep: Class 12 contains 14767 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 36769 members 
Mstep: Class 17 contains 21129 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 11730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89336888.000000 Penalty: 135352.984375
Iteration 16Q: 18 clusters Score -8.933689e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 82867 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 5 contains 22084 members 
Mstep: Class 6 contains 21896 members 
Mstep: Class 7 contains 30540 members 
Mstep: Class 8 contains 17454 members 
Mstep: Class 9 contains 13701 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 163528 members 
Mstep: Class 12 contains 14208 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 36752 members 
Mstep: Class 17 contains 21029 members 
Mstep: Class 18 contains 712 members 
Mstep: Class 19 contains 11958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89338080.000000 Penalty: 135352.984375
Iteration 17Q: 18 clusters Score -8.933808e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 83596 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 5 contains 22450 members 
Mstep: Class 6 contains 21912 members 
Mstep: Class 7 contains 30914 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 13571 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 163000 members 
Mstep: Class 12 contains 13671 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36700 members 
Mstep: Class 17 contains 20989 members 
Mstep: Class 18 contains 711 members 
Mstep: Class 19 contains 12268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89339032.000000 Penalty: 135352.984375
Iteration 18Q: 18 clusters Score -8.933903e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 84284 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 5 contains 22751 members 
Mstep: Class 6 contains 21920 members 
Mstep: Class 7 contains 31230 members 
Mstep: Class 8 contains 16439 members 
Mstep: Class 9 contains 13499 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 162423 members 
Mstep: Class 12 contains 13197 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36668 members 
Mstep: Class 17 contains 21000 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89339856.000000 Penalty: 135352.984375
Iteration 19Q: 18 clusters Score -8.933986e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 84920 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 5 contains 22973 members 
Mstep: Class 6 contains 21941 members 
Mstep: Class 7 contains 31501 members 
Mstep: Class 8 contains 15924 members 
Mstep: Class 9 contains 13409 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 161836 members 
Mstep: Class 12 contains 12745 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36655 members 
Mstep: Class 17 contains 21049 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 13070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89341728.000000 Penalty: 135352.984375
Iteration 20F: 18 clusters Score -8.934173e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 85462 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 5 contains 23246 members 
Mstep: Class 6 contains 21959 members 
Mstep: Class 7 contains 32177 members 
Mstep: Class 8 contains 15439 members 
Mstep: Class 9 contains 13250 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 160857 members 
Mstep: Class 12 contains 12302 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36646 members 
Mstep: Class 17 contains 21099 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 13570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89343248.000000 Penalty: 135352.984375
Iteration 21Q: 18 clusters Score -8.934325e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 85960 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 5 contains 23493 members 
Mstep: Class 6 contains 21990 members 
Mstep: Class 7 contains 32682 members 
Mstep: Class 8 contains 14977 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 159938 members 
Mstep: Class 12 contains 11932 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36660 members 
Mstep: Class 17 contains 21148 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 14092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89344472.000000 Penalty: 135352.984375
Iteration 22Q: 18 clusters Score -8.934447e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 86381 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 5 contains 23640 members 
Mstep: Class 6 contains 22025 members 
Mstep: Class 7 contains 33113 members 
Mstep: Class 8 contains 14567 members 
Mstep: Class 9 contains 13021 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 159085 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36649 members 
Mstep: Class 17 contains 21213 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 14685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89345360.000000 Penalty: 135352.984375
Iteration 23Q: 18 clusters Score -8.934536e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 86811 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 23794 members 
Mstep: Class 6 contains 22047 members 
Mstep: Class 7 contains 33443 members 
Mstep: Class 8 contains 14194 members 
Mstep: Class 9 contains 12949 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 158256 members 
Mstep: Class 12 contains 11273 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36664 members 
Mstep: Class 17 contains 21285 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 19 contains 15243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89345968.000000 Penalty: 135352.984375
Iteration 24Q: 18 clusters Score -8.934597e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 87269 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 23929 members 
Mstep: Class 6 contains 22066 members 
Mstep: Class 7 contains 33741 members 
Mstep: Class 8 contains 13799 members 
Mstep: Class 9 contains 12892 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 157462 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36666 members 
Mstep: Class 17 contains 21367 members 
Mstep: Class 18 contains 777 members 
Mstep: Class 19 contains 15772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89346528.000000 Penalty: 135352.984375
Iteration 25Q: 18 clusters Score -8.934653e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 87658 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 24071 members 
Mstep: Class 6 contains 22073 members 
Mstep: Class 7 contains 33972 members 
Mstep: Class 8 contains 13448 members 
Mstep: Class 9 contains 12853 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 156738 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36659 members 
Mstep: Class 17 contains 21479 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 16264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89347088.000000 Penalty: 135352.984375
Iteration 26Q: 18 clusters Score -8.934709e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 88025 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 24217 members 
Mstep: Class 6 contains 22104 members 
Mstep: Class 7 contains 34141 members 
Mstep: Class 8 contains 13100 members 
Mstep: Class 9 contains 12807 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 156119 members 
Mstep: Class 12 contains 10503 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36638 members 
Mstep: Class 17 contains 21578 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 16709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89347456.000000 Penalty: 135352.984375
Iteration 27Q: 18 clusters Score -8.934746e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 88378 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 24362 members 
Mstep: Class 6 contains 22140 members 
Mstep: Class 7 contains 34295 members 
Mstep: Class 8 contains 12765 members 
Mstep: Class 9 contains 12762 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 155552 members 
Mstep: Class 12 contains 10282 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36628 members 
Mstep: Class 17 contains 21680 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 17093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89347752.000000 Penalty: 135352.984375
Iteration 28Q: 18 clusters Score -8.934775e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 88732 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 24503 members 
Mstep: Class 6 contains 22145 members 
Mstep: Class 7 contains 34430 members 
Mstep: Class 8 contains 12439 members 
Mstep: Class 9 contains 12734 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 155005 members 
Mstep: Class 12 contains 10091 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36633 members 
Mstep: Class 17 contains 21768 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 17457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89348160.000000 Penalty: 135352.984375
Iteration 29Q: 18 clusters Score -8.934816e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 89060 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 24657 members 
Mstep: Class 6 contains 22145 members 
Mstep: Class 7 contains 34533 members 
Mstep: Class 8 contains 12135 members 
Mstep: Class 9 contains 12702 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 154440 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36650 members 
Mstep: Class 17 contains 21853 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 17834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89348688.000000 Penalty: 135352.984375
Iteration 30Q: 18 clusters Score -8.934869e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 89347 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 24817 members 
Mstep: Class 6 contains 22158 members 
Mstep: Class 7 contains 34624 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 12681 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 153880 members 
Mstep: Class 12 contains 9787 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36648 members 
Mstep: Class 17 contains 21942 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 18204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89349248.000000 Penalty: 135352.984375
Iteration 31Q: 18 clusters Score -8.934925e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 89616 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 24947 members 
Mstep: Class 6 contains 22159 members 
Mstep: Class 7 contains 34720 members 
Mstep: Class 8 contains 11598 members 
Mstep: Class 9 contains 12664 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 153352 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 36641 members 
Mstep: Class 17 contains 22038 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 18557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89349496.000000 Penalty: 135352.984375
Iteration 32Q: 18 clusters Score -8.93495e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 89895 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 25094 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 34811 members 
Mstep: Class 8 contains 11332 members 
Mstep: Class 9 contains 12628 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 152790 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 36642 members 
Mstep: Class 17 contains 22129 members 
Mstep: Class 18 contains 790 members 
Mstep: Class 19 contains 18934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89350144.000000 Penalty: 135352.984375
Iteration 33Q: 18 clusters Score -8.935014e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 90171 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 25237 members 
Mstep: Class 6 contains 22153 members 
Mstep: Class 7 contains 34898 members 
Mstep: Class 8 contains 11085 members 
Mstep: Class 9 contains 12615 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 152195 members 
Mstep: Class 12 contains 9407 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 36610 members 
Mstep: Class 17 contains 22221 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 19347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89350128.000000 Penalty: 135352.984375
Iteration 34Q: 18 clusters Score -8.935013e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 90415 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 25384 members 
Mstep: Class 6 contains 22152 members 
Mstep: Class 7 contains 34965 members 
Mstep: Class 8 contains 10854 members 
Mstep: Class 9 contains 12593 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 151584 members 
Mstep: Class 12 contains 9270 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36577 members 
Mstep: Class 17 contains 22331 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 19817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89350296.000000 Penalty: 135352.984375
Iteration 35Q: 18 clusters Score -8.93503e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 90642 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 25540 members 
Mstep: Class 6 contains 22137 members 
Mstep: Class 7 contains 35032 members 
Mstep: Class 8 contains 10647 members 
Mstep: Class 9 contains 12578 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 150958 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36542 members 
Mstep: Class 17 contains 22456 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 20280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89350920.000000 Penalty: 135352.984375
Iteration 36Q: 18 clusters Score -8.935092e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 90846 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 25684 members 
Mstep: Class 6 contains 22123 members 
Mstep: Class 7 contains 35094 members 
Mstep: Class 8 contains 10465 members 
Mstep: Class 9 contains 12563 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 150315 members 
Mstep: Class 12 contains 8999 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36487 members 
Mstep: Class 17 contains 22589 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 20775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89350808.000000 Penalty: 135352.984375
Iteration 37Q: 18 clusters Score -8.935081e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 91048 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 5 contains 25868 members 
Mstep: Class 6 contains 22096 members 
Mstep: Class 7 contains 35154 members 
Mstep: Class 8 contains 10308 members 
Mstep: Class 9 contains 12547 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 149602 members 
Mstep: Class 12 contains 8868 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36446 members 
Mstep: Class 17 contains 22714 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 21291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89351320.000000 Penalty: 135352.984375
Iteration 38Q: 18 clusters Score -8.935132e+07 nChanged 1798
Entering ConstructFrom: 
Score: -89351320.000000 Penalty: 135352.984375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -131994.171875 Penalty: 4033.184570
	Iteration 0F: 2 clusters Score -131994.2 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 364 members 
Entering Unmasked Estep 
Score: -128386.195312 Penalty: 8066.369141
	Iteration 0F: 3 clusters Score -128386.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -128687.234375 Penalty: 8066.369141
	Iteration 1F: 3 clusters Score -128687.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -128773.648438 Penalty: 8066.369141
	Iteration 2Q: 3 clusters Score -128773.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -128841.398438 Penalty: 8066.369141
	Iteration 3Q: 3 clusters Score -128841.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -128905.070312 Penalty: 8066.369141
	Iteration 4Q: 3 clusters Score -128905.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -128959.429688 Penalty: 8066.369141
	Iteration 5Q: 3 clusters Score -128959.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -128989.343750 Penalty: 8066.369141
	Iteration 6Q: 3 clusters Score -128989.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -129025.679688 Penalty: 8066.369141
	Iteration 7Q: 3 clusters Score -129025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -129087.640625 Penalty: 8066.369141
	Iteration 8Q: 3 clusters Score -129087.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -129180.203125 Penalty: 8066.369141
	Iteration 9Q: 3 clusters Score -129180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -129226.382812 Penalty: 8066.369141
	Iteration 10Q: 3 clusters Score -129226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -129249.992188 Penalty: 8066.369141
	Iteration 11Q: 3 clusters Score -129250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -129278.273438 Penalty: 8066.369141
	Iteration 12Q: 3 clusters Score -129278.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -129307.101562 Penalty: 8066.369141
	Iteration 13Q: 3 clusters Score -129307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -129358.085938 Penalty: 8066.369141
	Iteration 14Q: 3 clusters Score -129358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -129510.554688 Penalty: 8066.369141
	Iteration 15Q: 3 clusters Score -129510.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -129629.140625 Penalty: 8066.369141
	Iteration 16Q: 3 clusters Score -129629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -129743.210938 Penalty: 8066.369141
	Iteration 17Q: 3 clusters Score -129743.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -129861.617188 Penalty: 8066.369141
	Iteration 18Q: 3 clusters Score -129861.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -130170.289062 Penalty: 8066.369141
	Iteration 19Q: 3 clusters Score -130170.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -130527.390625 Penalty: 8066.369141
	Iteration 20F: 3 clusters Score -130527.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -130688.421875 Penalty: 8066.369141
	Iteration 21Q: 3 clusters Score -130688.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -130793.890625 Penalty: 8066.369141
	Iteration 22Q: 3 clusters Score -130793.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -130865.578125 Penalty: 8066.369141
	Iteration 23Q: 3 clusters Score -130865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -130880.601562 Penalty: 8066.369141
	Iteration 24Q: 3 clusters Score -130880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -130888.734375 Penalty: 8066.369141
	Iteration 25Q: 3 clusters Score -130888.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -130899.789062 Penalty: 8066.369141
	Iteration 26Q: 3 clusters Score -130899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -130901.460938 Penalty: 8066.369141
	Iteration 27Q: 3 clusters Score -130901.5 nChanged 1
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: -130905.226562 Penalty: 8066.369141
	Iteration 28Q: 3 clusters Score -130905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -130906.968750 Penalty: 8066.369141
	Iteration 29Q: 3 clusters Score -130907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -130906.968750 Penalty: 8066.369141
	Iteration 30F: 3 clusters Score -130907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (91217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Entering Unmasked Estep 
Score: -18731500.000000 Penalty: 6995.360352
	Iteration 0F: 2 clusters Score -1.87315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -18668934.000000 Penalty: 13990.720703
	Iteration 0F: 3 clusters Score -1.866893e+07 nChanged 41357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -18691980.000000 Penalty: 13990.720703
	Iteration 1F: 3 clusters Score -1.869198e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -18693748.000000 Penalty: 13990.720703
	Iteration 2Q: 3 clusters Score -1.869375e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -18696062.000000 Penalty: 13990.720703
	Iteration 3Q: 3 clusters Score -1.869606e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -18698786.000000 Penalty: 13990.720703
	Iteration 4F: 3 clusters Score -1.869879e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -18701642.000000 Penalty: 13990.720703
	Iteration 5F: 3 clusters Score -1.870164e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -18705138.000000 Penalty: 13990.720703
	Iteration 6F: 3 clusters Score -1.870514e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -18709356.000000 Penalty: 13990.720703
	Iteration 7F: 3 clusters Score -1.870936e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -18714356.000000 Penalty: 13990.720703
	Iteration 8F: 3 clusters Score -1.871436e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -18720062.000000 Penalty: 13990.720703
	Iteration 9F: 3 clusters Score -1.872006e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -18725056.000000 Penalty: 13990.720703
	Iteration 10Q: 3 clusters Score -1.872506e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -18728284.000000 Penalty: 13990.720703
	Iteration 11Q: 3 clusters Score -1.872828e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -18730016.000000 Penalty: 13990.720703
	Iteration 12Q: 3 clusters Score -1.873002e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -18730810.000000 Penalty: 13990.720703
	Iteration 13Q: 3 clusters Score -1.873081e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -18731294.000000 Penalty: 13990.720703
	Iteration 14Q: 3 clusters Score -1.873129e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -18731572.000000 Penalty: 13990.720703
	Iteration 15Q: 3 clusters Score -1.873157e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83735 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -18731660.000000 Penalty: 13990.720703
	Iteration 16Q: 3 clusters Score -1.873166e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -18731784.000000 Penalty: 13990.720703
	Iteration 17Q: 3 clusters Score -1.873178e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -18731848.000000 Penalty: 13990.720703
	Iteration 18Q: 3 clusters Score -1.873185e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -18731876.000000 Penalty: 13990.720703
	Iteration 19Q: 3 clusters Score -1.873188e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -18731910.000000 Penalty: 13990.720703
	Iteration 20F: 3 clusters Score -1.873191e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84196 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -18731934.000000 Penalty: 13990.720703
	Iteration 21Q: 3 clusters Score -1.873193e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -18731944.000000 Penalty: 13990.720703
	Iteration 22Q: 3 clusters Score -1.873194e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -18731944.000000 Penalty: 13990.720703
	Iteration 23Q: 3 clusters Score -1.873194e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -18731962.000000 Penalty: 13990.720703
	Iteration 24Q: 3 clusters Score -1.873196e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -18731954.000000 Penalty: 13990.720703
	Iteration 25Q: 3 clusters Score -1.873195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -18731962.000000 Penalty: 13990.720703
	Iteration 26Q: 3 clusters Score -1.873196e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -18731982.000000 Penalty: 13990.720703
	Iteration 27Q: 3 clusters Score -1.873198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -18731994.000000 Penalty: 13990.720703
	Iteration 28Q: 3 clusters Score -1.873199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -18731980.000000 Penalty: 13990.720703
	Iteration 29Q: 3 clusters Score -1.873198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -18731966.000000 Penalty: 13990.720703
	Iteration 30Q: 3 clusters Score -1.873197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -18731958.000000 Penalty: 13990.720703
	Iteration 31Q: 3 clusters Score -1.873196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -18731966.000000 Penalty: 13990.720703
	Iteration 32Q: 3 clusters Score -1.873197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84339 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -18731980.000000 Penalty: 13990.720703
	Iteration 33Q: 3 clusters Score -1.873198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84341 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -18731974.000000 Penalty: 13990.720703
	Iteration 34Q: 3 clusters Score -1.873197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -18731968.000000 Penalty: 13990.720703
	Iteration 35Q: 3 clusters Score -1.873197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -18731986.000000 Penalty: 13990.720703
	Iteration 36Q: 3 clusters Score -1.873199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -18731976.000000 Penalty: 13990.720703
	Iteration 37Q: 3 clusters Score -1.873198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -18731970.000000 Penalty: 13990.720703
	Iteration 38Q: 3 clusters Score -1.873197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -18731980.000000 Penalty: 13990.720703
	Iteration 39Q: 3 clusters Score -1.873198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -18731948.000000 Penalty: 13990.720703
	Iteration 40F: 3 clusters Score -1.873195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -18731954.000000 Penalty: 13990.720703
	Iteration 41Q: 3 clusters Score -1.873195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -18731970.000000 Penalty: 13990.720703
	Iteration 42Q: 3 clusters Score -1.873197e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -18731990.000000 Penalty: 13990.720703
	Iteration 43Q: 3 clusters Score -1.873199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -18732006.000000 Penalty: 13990.720703
	Iteration 44Q: 3 clusters Score -1.873201e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -18732066.000000 Penalty: 13990.720703
	Iteration 45Q: 3 clusters Score -1.873207e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -18732116.000000 Penalty: 13990.720703
	Iteration 46Q: 3 clusters Score -1.873212e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -18732176.000000 Penalty: 13990.720703
	Iteration 47Q: 3 clusters Score -1.873218e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -18732320.000000 Penalty: 13990.720703
	Iteration 48Q: 3 clusters Score -1.873232e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83752 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -18732442.000000 Penalty: 13990.720703
	Iteration 49Q: 3 clusters Score -1.873244e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -18732504.000000 Penalty: 13990.720703
	Iteration 50Q: 3 clusters Score -1.87325e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -18732560.000000 Penalty: 13990.720703
	Iteration 51Q: 3 clusters Score -1.873256e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83410 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -18732608.000000 Penalty: 13990.720703
	Iteration 52Q: 3 clusters Score -1.873261e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -18732602.000000 Penalty: 13990.720703
	Iteration 53Q: 3 clusters Score -1.87326e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -18732610.000000 Penalty: 13990.720703
	Iteration 54Q: 3 clusters Score -1.873261e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -18732654.000000 Penalty: 13990.720703
	Iteration 55Q: 3 clusters Score -1.873265e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -18732676.000000 Penalty: 13990.720703
	Iteration 56Q: 3 clusters Score -1.873268e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -18732680.000000 Penalty: 13990.720703
	Iteration 57Q: 3 clusters Score -1.873268e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -18732706.000000 Penalty: 13990.720703
	Iteration 58Q: 3 clusters Score -1.873271e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -18732704.000000 Penalty: 13990.720703
	Iteration 59Q: 3 clusters Score -1.87327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -18732710.000000 Penalty: 13990.720703
	Iteration 60F: 3 clusters Score -1.873271e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -18732704.000000 Penalty: 13990.720703
	Iteration 61Q: 3 clusters Score -1.87327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -18732702.000000 Penalty: 13990.720703
	Iteration 62Q: 3 clusters Score -1.87327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -18732702.000000 Penalty: 13990.720703
	Iteration 63Q: 3 clusters Score -1.87327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -18732720.000000 Penalty: 13990.720703
	Iteration 64Q: 3 clusters Score -1.873272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -18732718.000000 Penalty: 13990.720703
	Iteration 65Q: 3 clusters Score -1.873272e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -18732716.000000 Penalty: 13990.720703
	Iteration 66Q: 3 clusters Score -1.873272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -18732726.000000 Penalty: 13990.720703
	Iteration 67Q: 3 clusters Score -1.873273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -18732732.000000 Penalty: 13990.720703
	Iteration 68Q: 3 clusters Score -1.873273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -18732718.000000 Penalty: 13990.720703
	Iteration 69Q: 3 clusters Score -1.873272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -18732722.000000 Penalty: 13990.720703
	Iteration 70Q: 3 clusters Score -1.873272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -18732738.000000 Penalty: 13990.720703
	Iteration 71Q: 3 clusters Score -1.873274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -18732726.000000 Penalty: 13990.720703
	Iteration 72Q: 3 clusters Score -1.873273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -18732728.000000 Penalty: 13990.720703
	Iteration 73Q: 3 clusters Score -1.873273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -18732746.000000 Penalty: 13990.720703
	Iteration 74Q: 3 clusters Score -1.873275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -18732740.000000 Penalty: 13990.720703
	Iteration 75Q: 3 clusters Score -1.873274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -18732758.000000 Penalty: 13990.720703
	Iteration 76Q: 3 clusters Score -1.873276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -18732762.000000 Penalty: 13990.720703
	Iteration 77Q: 3 clusters Score -1.873276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -18732760.000000 Penalty: 13990.720703
	Iteration 78Q: 3 clusters Score -1.873276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -18732784.000000 Penalty: 13990.720703
	Iteration 79Q: 3 clusters Score -1.873278e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82820 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -18732794.000000 Penalty: 13990.720703
	Iteration 80F: 3 clusters Score -1.873279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -18732788.000000 Penalty: 13990.720703
	Iteration 81Q: 3 clusters Score -1.873279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -18732788.000000 Penalty: 13990.720703
	Iteration 82Q: 3 clusters Score -1.873279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -18732784.000000 Penalty: 13990.720703
	Iteration 83Q: 3 clusters Score -1.873278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -18732796.000000 Penalty: 13990.720703
	Iteration 84Q: 3 clusters Score -1.87328e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -18732774.000000 Penalty: 13990.720703
	Iteration 85Q: 3 clusters Score -1.873277e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -18732772.000000 Penalty: 13990.720703
	Iteration 86Q: 3 clusters Score -1.873277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -18732792.000000 Penalty: 13990.720703
	Iteration 87Q: 3 clusters Score -1.873279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -18732816.000000 Penalty: 13990.720703
	Iteration 88Q: 3 clusters Score -1.873282e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -18732816.000000 Penalty: 13990.720703
	Iteration 89Q: 3 clusters Score -1.873282e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82625 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -18732824.000000 Penalty: 13990.720703
	Iteration 90Q: 3 clusters Score -1.873282e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -18732794.000000 Penalty: 13990.720703
	Iteration 91Q: 3 clusters Score -1.873279e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -18732804.000000 Penalty: 13990.720703
	Iteration 92Q: 3 clusters Score -1.87328e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -18732858.000000 Penalty: 13990.720703
	Iteration 93Q: 3 clusters Score -1.873286e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -18732874.000000 Penalty: 13990.720703
	Iteration 94Q: 3 clusters Score -1.873287e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -18732900.000000 Penalty: 13990.720703
	Iteration 95Q: 3 clusters Score -1.87329e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -18732942.000000 Penalty: 13990.720703
	Iteration 96Q: 3 clusters Score -1.873294e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -18733054.000000 Penalty: 13990.720703
	Iteration 97Q: 3 clusters Score -1.873305e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -18733208.000000 Penalty: 13990.720703
	Iteration 98Q: 3 clusters Score -1.873321e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -18733498.000000 Penalty: 13990.720703
	Iteration 99Q: 3 clusters Score -1.87335e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81370 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -18733808.000000 Penalty: 13990.720703
	Iteration 100F: 3 clusters Score -1.873381e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -18734044.000000 Penalty: 13990.720703
	Iteration 101Q: 3 clusters Score -1.873404e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -18734178.000000 Penalty: 13990.720703
	Iteration 102Q: 3 clusters Score -1.873418e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -18734266.000000 Penalty: 13990.720703
	Iteration 103Q: 3 clusters Score -1.873427e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -18734352.000000 Penalty: 13990.720703
	Iteration 104Q: 3 clusters Score -1.873435e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -18734414.000000 Penalty: 13990.720703
	Iteration 105Q: 3 clusters Score -1.873441e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -18734368.000000 Penalty: 13990.720703
	Iteration 106Q: 3 clusters Score -1.873437e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -18734402.000000 Penalty: 13990.720703
	Iteration 107Q: 3 clusters Score -1.87344e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -18734406.000000 Penalty: 13990.720703
	Iteration 108Q: 3 clusters Score -1.873441e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -18734418.000000 Penalty: 13990.720703
	Iteration 109Q: 3 clusters Score -1.873442e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -18734446.000000 Penalty: 13990.720703
	Iteration 110Q: 3 clusters Score -1.873445e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -18734444.000000 Penalty: 13990.720703
	Iteration 111Q: 3 clusters Score -1.873444e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -18734454.000000 Penalty: 13990.720703
	Iteration 112Q: 3 clusters Score -1.873445e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -18734464.000000 Penalty: 13990.720703
	Iteration 113Q: 3 clusters Score -1.873446e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -18734474.000000 Penalty: 13990.720703
	Iteration 114Q: 3 clusters Score -1.873447e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -18734494.000000 Penalty: 13990.720703
	Iteration 115Q: 3 clusters Score -1.873449e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -18734486.000000 Penalty: 13990.720703
	Iteration 116Q: 3 clusters Score -1.873449e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -18734488.000000 Penalty: 13990.720703
	Iteration 117Q: 3 clusters Score -1.873449e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -18734518.000000 Penalty: 13990.720703
	Iteration 118Q: 3 clusters Score -1.873452e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -18734512.000000 Penalty: 13990.720703
	Iteration 119Q: 3 clusters Score -1.873451e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -18734522.000000 Penalty: 13990.720703
	Iteration 120F: 3 clusters Score -1.873452e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -18734542.000000 Penalty: 13990.720703
	Iteration 121Q: 3 clusters Score -1.873454e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -18734546.000000 Penalty: 13990.720703
	Iteration 122Q: 3 clusters Score -1.873455e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -18734552.000000 Penalty: 13990.720703
	Iteration 123Q: 3 clusters Score -1.873455e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -18734578.000000 Penalty: 13990.720703
	Iteration 124Q: 3 clusters Score -1.873458e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -18734608.000000 Penalty: 13990.720703
	Iteration 125Q: 3 clusters Score -1.873461e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -18734596.000000 Penalty: 13990.720703
	Iteration 126Q: 3 clusters Score -1.87346e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -18734586.000000 Penalty: 13990.720703
	Iteration 127Q: 3 clusters Score -1.873459e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -18734606.000000 Penalty: 13990.720703
	Iteration 128Q: 3 clusters Score -1.873461e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -18734632.000000 Penalty: 13990.720703
	Iteration 129Q: 3 clusters Score -1.873463e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -18734652.000000 Penalty: 13990.720703
	Iteration 130Q: 3 clusters Score -1.873465e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -18734694.000000 Penalty: 13990.720703
	Iteration 131Q: 3 clusters Score -1.873469e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -18734702.000000 Penalty: 13990.720703
	Iteration 132Q: 3 clusters Score -1.87347e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -18734696.000000 Penalty: 13990.720703
	Iteration 133Q: 3 clusters Score -1.87347e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77919 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -18734722.000000 Penalty: 13990.720703
	Iteration 134Q: 3 clusters Score -1.873472e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -18734724.000000 Penalty: 13990.720703
	Iteration 135Q: 3 clusters Score -1.873472e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -18734732.000000 Penalty: 13990.720703
	Iteration 136Q: 3 clusters Score -1.873473e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -18734738.000000 Penalty: 13990.720703
	Iteration 137Q: 3 clusters Score -1.873474e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -18734732.000000 Penalty: 13990.720703
	Iteration 138Q: 3 clusters Score -1.873473e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -18734716.000000 Penalty: 13990.720703
	Iteration 139Q: 3 clusters Score -1.873472e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -18734748.000000 Penalty: 13990.720703
	Iteration 140F: 3 clusters Score -1.873475e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -18734764.000000 Penalty: 13990.720703
	Iteration 141Q: 3 clusters Score -1.873476e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -18734792.000000 Penalty: 13990.720703
	Iteration 142Q: 3 clusters Score -1.873479e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -18734768.000000 Penalty: 13990.720703
	Iteration 143Q: 3 clusters Score -1.873477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -18734782.000000 Penalty: 13990.720703
	Iteration 144Q: 3 clusters Score -1.873478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -18734796.000000 Penalty: 13990.720703
	Iteration 145Q: 3 clusters Score -1.87348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -18734800.000000 Penalty: 13990.720703
	Iteration 146Q: 3 clusters Score -1.87348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -18734812.000000 Penalty: 13990.720703
	Iteration 147Q: 3 clusters Score -1.873481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -18734800.000000 Penalty: 13990.720703
	Iteration 148Q: 3 clusters Score -1.87348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -18734782.000000 Penalty: 13990.720703
	Iteration 149Q: 3 clusters Score -1.873478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -18734782.000000 Penalty: 13990.720703
	Iteration 150Q: 3 clusters Score -1.873478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -18734784.000000 Penalty: 13990.720703
	Iteration 151Q: 3 clusters Score -1.873478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -18734764.000000 Penalty: 13990.720703
	Iteration 152Q: 3 clusters Score -1.873476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77459 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -18734756.000000 Penalty: 13990.720703
	Iteration 153Q: 3 clusters Score -1.873476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -18734758.000000 Penalty: 13990.720703
	Iteration 154Q: 3 clusters Score -1.873476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -18734752.000000 Penalty: 13990.720703
	Iteration 155Q: 3 clusters Score -1.873475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -18734754.000000 Penalty: 13990.720703
	Iteration 156Q: 3 clusters Score -1.873475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -18734750.000000 Penalty: 13990.720703
	Iteration 157Q: 3 clusters Score -1.873475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -18734752.000000 Penalty: 13990.720703
	Iteration 158Q: 3 clusters Score -1.873475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -18734736.000000 Penalty: 13990.720703
	Iteration 159Q: 3 clusters Score -1.873474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -18734726.000000 Penalty: 13990.720703
	Iteration 160F: 3 clusters Score -1.873473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -18734734.000000 Penalty: 13990.720703
	Iteration 161Q: 3 clusters Score -1.873473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -18734734.000000 Penalty: 13990.720703
	Iteration 162F: 3 clusters Score -1.873473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 77403 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 13814 members 
Mstep: Class 5 contains 26047 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 35212 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 148782 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36409 members 
Mstep: Class 17 contains 22834 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 21924 members 
Entering Unmasked Estep 
Score: -89353576.000000 Penalty: 143314.921875
Splitting cluster 2 changes total score from -89351320.000000 to -89353576.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -366269.562500 Penalty: 4711.139648
	Iteration 0F: 2 clusters Score -366269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -361544.656250 Penalty: 9422.279297
	Iteration 0F: 3 clusters Score -361544.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -364595.968750 Penalty: 9422.279297
	Iteration 1F: 3 clusters Score -364596 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -368153.937500 Penalty: 9422.279297
	Iteration 2F: 3 clusters Score -368153.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -370182.781250 Penalty: 9422.279297
	Iteration 3F: 3 clusters Score -370182.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -371175.125000 Penalty: 9422.279297
	Iteration 4F: 3 clusters Score -371175.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -371708.812500 Penalty: 9422.279297
	Iteration 5Q: 3 clusters Score -371708.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -371960.843750 Penalty: 9422.279297
	Iteration 6Q: 3 clusters Score -371960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -372000.187500 Penalty: 9422.279297
	Iteration 7Q: 3 clusters Score -372000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -372017.812500 Penalty: 9422.279297
	Iteration 8Q: 3 clusters Score -372017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -372021.718750 Penalty: 9422.279297
	Iteration 9Q: 3 clusters Score -372021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -372022.281250 Penalty: 9422.279297
	Iteration 10F: 3 clusters Score -372022.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -372024.218750 Penalty: 9422.279297
	Iteration 11Q: 3 clusters Score -372024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -372028.437500 Penalty: 9422.279297
	Iteration 12Q: 3 clusters Score -372028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -372028.437500 Penalty: 9422.279297
	Iteration 13F: 3 clusters Score -372028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 77403 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 13814 members 
Mstep: Class 5 contains 26047 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 35212 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 148782 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36409 members 
Mstep: Class 17 contains 22834 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 21924 members 
Entering Unmasked Estep 
Score: -89355848.000000 Penalty: 151276.859375
Splitting cluster 3 changes total score from -89351320.000000 to -89355848.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (26047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Entering Unmasked Estep 
Score: -5103123.000000 Penalty: 6227.690430
	Iteration 0F: 2 clusters Score -5103123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5082758.000000 Penalty: 12455.380859
	Iteration 0F: 3 clusters Score -5082758 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -5088958.000000 Penalty: 12455.380859
	Iteration 1F: 3 clusters Score -5088958 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -5090269.000000 Penalty: 12455.380859
	Iteration 2F: 3 clusters Score -5090269 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5091684.500000 Penalty: 12455.380859
	Iteration 3F: 3 clusters Score -5091684 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -5093182.000000 Penalty: 12455.380859
	Iteration 4F: 3 clusters Score -5093182 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -5094534.500000 Penalty: 12455.380859
	Iteration 5F: 3 clusters Score -5094534 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -5095675.500000 Penalty: 12455.380859
	Iteration 6F: 3 clusters Score -5095676 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -5096612.500000 Penalty: 12455.380859
	Iteration 7F: 3 clusters Score -5096612 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -5097296.000000 Penalty: 12455.380859
	Iteration 8Q: 3 clusters Score -5097296 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -5097769.500000 Penalty: 12455.380859
	Iteration 9Q: 3 clusters Score -5097770 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -5098106.500000 Penalty: 12455.380859
	Iteration 10Q: 3 clusters Score -5098106 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -5098442.500000 Penalty: 12455.380859
	Iteration 11Q: 3 clusters Score -5098442 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -5098719.000000 Penalty: 12455.380859
	Iteration 12Q: 3 clusters Score -5098719 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -5099070.000000 Penalty: 12455.380859
	Iteration 13Q: 3 clusters Score -5099070 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5099413.000000 Penalty: 12455.380859
	Iteration 14Q: 3 clusters Score -5099413 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -5099804.000000 Penalty: 12455.380859
	Iteration 15Q: 3 clusters Score -5099804 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5100107.000000 Penalty: 12455.380859
	Iteration 16Q: 3 clusters Score -5100107 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -5100352.000000 Penalty: 12455.380859
	Iteration 17Q: 3 clusters Score -5100352 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -5100530.500000 Penalty: 12455.380859
	Iteration 18Q: 3 clusters Score -5100530 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -5100680.500000 Penalty: 12455.380859
	Iteration 19Q: 3 clusters Score -5100680 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -5100805.000000 Penalty: 12455.380859
	Iteration 20F: 3 clusters Score -5100805 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -5100876.000000 Penalty: 12455.380859
	Iteration 21Q: 3 clusters Score -5100876 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -5100945.500000 Penalty: 12455.380859
	Iteration 22Q: 3 clusters Score -5100946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -5100971.500000 Penalty: 12455.380859
	Iteration 23Q: 3 clusters Score -5100972 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -5101011.000000 Penalty: 12455.380859
	Iteration 24Q: 3 clusters Score -5101011 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -5101044.000000 Penalty: 12455.380859
	Iteration 25Q: 3 clusters Score -5101044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -5101086.000000 Penalty: 12455.380859
	Iteration 26Q: 3 clusters Score -5101086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -5101112.000000 Penalty: 12455.380859
	Iteration 27Q: 3 clusters Score -5101112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5101113.000000 Penalty: 12455.380859
	Iteration 28Q: 3 clusters Score -5101113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5101128.000000 Penalty: 12455.380859
	Iteration 29Q: 3 clusters Score -5101128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -5101143.500000 Penalty: 12455.380859
	Iteration 30Q: 3 clusters Score -5101144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -5101172.000000 Penalty: 12455.380859
	Iteration 31Q: 3 clusters Score -5101172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -5101191.000000 Penalty: 12455.380859
	Iteration 32Q: 3 clusters Score -5101191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -5101200.000000 Penalty: 12455.380859
	Iteration 33Q: 3 clusters Score -5101200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5101210.000000 Penalty: 12455.380859
	Iteration 34Q: 3 clusters Score -5101210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5101214.500000 Penalty: 12455.380859
	Iteration 35Q: 3 clusters Score -5101214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5101223.000000 Penalty: 12455.380859
	Iteration 36Q: 3 clusters Score -5101223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -5101225.500000 Penalty: 12455.380859
	Iteration 37Q: 3 clusters Score -5101226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -5101217.500000 Penalty: 12455.380859
	Iteration 38Q: 3 clusters Score -5101218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5101230.000000 Penalty: 12455.380859
	Iteration 39Q: 3 clusters Score -5101230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5101228.000000 Penalty: 12455.380859
	Iteration 40F: 3 clusters Score -5101228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5101231.000000 Penalty: 12455.380859
	Iteration 41Q: 3 clusters Score -5101231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -5101219.500000 Penalty: 12455.380859
	Iteration 42Q: 3 clusters Score -5101220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -5101227.500000 Penalty: 12455.380859
	Iteration 43Q: 3 clusters Score -5101228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -5101226.000000 Penalty: 12455.380859
	Iteration 44Q: 3 clusters Score -5101226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -5101225.000000 Penalty: 12455.380859
	Iteration 45Q: 3 clusters Score -5101225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -5101224.000000 Penalty: 12455.380859
	Iteration 46Q: 3 clusters Score -5101224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5101222.500000 Penalty: 12455.380859
	Iteration 47Q: 3 clusters Score -5101222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -5101224.500000 Penalty: 12455.380859
	Iteration 48Q: 3 clusters Score -5101224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5101226.000000 Penalty: 12455.380859
	Iteration 49Q: 3 clusters Score -5101226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5101226.000000 Penalty: 12455.380859
	Iteration 50F: 3 clusters Score -5101226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Entering Unmasked Estep 
Score: -4483400.000000 Penalty: 6126.348145
	Iteration 0F: 2 clusters Score -4483400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4465710.500000 Penalty: 12252.696289
	Iteration 0F: 3 clusters Score -4465710 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -4470621.000000 Penalty: 12252.696289
	Iteration 1F: 3 clusters Score -4470621 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4471801.500000 Penalty: 12252.696289
	Iteration 2F: 3 clusters Score -4471802 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4472889.000000 Penalty: 12252.696289
	Iteration 3F: 3 clusters Score -4472889 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4473979.000000 Penalty: 12252.696289
	Iteration 4F: 3 clusters Score -4473979 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -4475054.000000 Penalty: 12252.696289
	Iteration 5F: 3 clusters Score -4475054 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -4476050.000000 Penalty: 12252.696289
	Iteration 6F: 3 clusters Score -4476050 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4477057.000000 Penalty: 12252.696289
	Iteration 7F: 3 clusters Score -4477057 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4477879.000000 Penalty: 12252.696289
	Iteration 8F: 3 clusters Score -4477879 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4478584.500000 Penalty: 12252.696289
	Iteration 9Q: 3 clusters Score -4478584 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4479195.500000 Penalty: 12252.696289
	Iteration 10Q: 3 clusters Score -4479196 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4479658.500000 Penalty: 12252.696289
	Iteration 11Q: 3 clusters Score -4479658 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4479998.000000 Penalty: 12252.696289
	Iteration 12Q: 3 clusters Score -4479998 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4480261.000000 Penalty: 12252.696289
	Iteration 13Q: 3 clusters Score -4480261 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4480429.500000 Penalty: 12252.696289
	Iteration 14Q: 3 clusters Score -4480430 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4480569.500000 Penalty: 12252.696289
	Iteration 15Q: 3 clusters Score -4480570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4480663.500000 Penalty: 12252.696289
	Iteration 16Q: 3 clusters Score -4480664 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4480754.000000 Penalty: 12252.696289
	Iteration 17Q: 3 clusters Score -4480754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4480817.500000 Penalty: 12252.696289
	Iteration 18Q: 3 clusters Score -4480818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4480870.000000 Penalty: 12252.696289
	Iteration 19Q: 3 clusters Score -4480870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4480901.500000 Penalty: 12252.696289
	Iteration 20F: 3 clusters Score -4480902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -4480922.500000 Penalty: 12252.696289
	Iteration 21Q: 3 clusters Score -4480922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4480941.000000 Penalty: 12252.696289
	Iteration 22Q: 3 clusters Score -4480941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4480963.000000 Penalty: 12252.696289
	Iteration 23Q: 3 clusters Score -4480963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -4480971.000000 Penalty: 12252.696289
	Iteration 24Q: 3 clusters Score -4480971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4480984.000000 Penalty: 12252.696289
	Iteration 25Q: 3 clusters Score -4480984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4480981.000000 Penalty: 12252.696289
	Iteration 26Q: 3 clusters Score -4480981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4480986.500000 Penalty: 12252.696289
	Iteration 27Q: 3 clusters Score -4480986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -4481003.000000 Penalty: 12252.696289
	Iteration 28Q: 3 clusters Score -4481003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -4481000.000000 Penalty: 12252.696289
	Iteration 29Q: 3 clusters Score -4481000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4481005.000000 Penalty: 12252.696289
	Iteration 30Q: 3 clusters Score -4481005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4481012.500000 Penalty: 12252.696289
	Iteration 31Q: 3 clusters Score -4481012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -4481016.000000 Penalty: 12252.696289
	Iteration 32Q: 3 clusters Score -4481016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4481014.000000 Penalty: 12252.696289
	Iteration 33Q: 3 clusters Score -4481014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4481014.000000 Penalty: 12252.696289
	Iteration 34Q: 3 clusters Score -4481014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4481011.000000 Penalty: 12252.696289
	Iteration 35Q: 3 clusters Score -4481011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4481011.500000 Penalty: 12252.696289
	Iteration 36Q: 3 clusters Score -4481012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4481011.500000 Penalty: 12252.696289
	Iteration 37F: 3 clusters Score -4481012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Entering Unmasked Estep 
Score: -7297159.500000 Penalty: 6412.349609
	Iteration 0F: 2 clusters Score -7297160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -7271050.500000 Penalty: 12824.699219
	Iteration 0F: 3 clusters Score -7271050 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -7279063.000000 Penalty: 12824.699219
	Iteration 1F: 3 clusters Score -7279063 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -7279841.000000 Penalty: 12824.699219
	Iteration 2F: 3 clusters Score -7279841 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -7280482.000000 Penalty: 12824.699219
	Iteration 3Q: 3 clusters Score -7280482 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -7281048.500000 Penalty: 12824.699219
	Iteration 4Q: 3 clusters Score -7281048 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -7281643.500000 Penalty: 12824.699219
	Iteration 5Q: 3 clusters Score -7281644 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -7282332.000000 Penalty: 12824.699219
	Iteration 6Q: 3 clusters Score -7282332 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -7283131.500000 Penalty: 12824.699219
	Iteration 7Q: 3 clusters Score -7283132 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -7284064.000000 Penalty: 12824.699219
	Iteration 8Q: 3 clusters Score -7284064 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -7285070.000000 Penalty: 12824.699219
	Iteration 9Q: 3 clusters Score -7285070 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -7286123.000000 Penalty: 12824.699219
	Iteration 10Q: 3 clusters Score -7286123 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -7287089.000000 Penalty: 12824.699219
	Iteration 11Q: 3 clusters Score -7287089 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -7287902.500000 Penalty: 12824.699219
	Iteration 12Q: 3 clusters Score -7287902 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -7288587.500000 Penalty: 12824.699219
	Iteration 13Q: 3 clusters Score -7288588 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -7289139.000000 Penalty: 12824.699219
	Iteration 14Q: 3 clusters Score -7289139 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -7289567.000000 Penalty: 12824.699219
	Iteration 15Q: 3 clusters Score -7289567 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -7289987.500000 Penalty: 12824.699219
	Iteration 16Q: 3 clusters Score -7289988 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -7290357.500000 Penalty: 12824.699219
	Iteration 17Q: 3 clusters Score -7290358 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -7290696.000000 Penalty: 12824.699219
	Iteration 18Q: 3 clusters Score -7290696 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7290986.000000 Penalty: 12824.699219
	Iteration 19Q: 3 clusters Score -7290986 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -7291251.000000 Penalty: 12824.699219
	Iteration 20F: 3 clusters Score -7291251 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -7291524.000000 Penalty: 12824.699219
	Iteration 21Q: 3 clusters Score -7291524 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -7291844.500000 Penalty: 12824.699219
	Iteration 22Q: 3 clusters Score -7291844 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -7292056.500000 Penalty: 12824.699219
	Iteration 23Q: 3 clusters Score -7292056 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -7292259.000000 Penalty: 12824.699219
	Iteration 24Q: 3 clusters Score -7292259 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -7292419.500000 Penalty: 12824.699219
	Iteration 25Q: 3 clusters Score -7292420 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -7292504.000000 Penalty: 12824.699219
	Iteration 26Q: 3 clusters Score -7292504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -7292548.500000 Penalty: 12824.699219
	Iteration 27Q: 3 clusters Score -7292548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -7292598.000000 Penalty: 12824.699219
	Iteration 28Q: 3 clusters Score -7292598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -7292633.000000 Penalty: 12824.699219
	Iteration 29Q: 3 clusters Score -7292633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -7292662.000000 Penalty: 12824.699219
	Iteration 30Q: 3 clusters Score -7292662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -7292658.500000 Penalty: 12824.699219
	Iteration 31Q: 3 clusters Score -7292658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -7292665.000000 Penalty: 12824.699219
	Iteration 32Q: 3 clusters Score -7292665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -7292672.000000 Penalty: 12824.699219
	Iteration 33Q: 3 clusters Score -7292672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -7292669.500000 Penalty: 12824.699219
	Iteration 34Q: 3 clusters Score -7292670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -7292680.000000 Penalty: 12824.699219
	Iteration 35Q: 3 clusters Score -7292680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -7292678.000000 Penalty: 12824.699219
	Iteration 36Q: 3 clusters Score -7292678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -7292686.500000 Penalty: 12824.699219
	Iteration 37Q: 3 clusters Score -7292686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -7292681.500000 Penalty: 12824.699219
	Iteration 38Q: 3 clusters Score -7292682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -7292688.000000 Penalty: 12824.699219
	Iteration 39Q: 3 clusters Score -7292688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -7292688.000000 Penalty: 12824.699219
	Iteration 40F: 3 clusters Score -7292688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Entering Unmasked Estep 
Score: -2104880.750000 Penalty: 5650.210938
	Iteration 0F: 2 clusters Score -2104881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2094463.750000 Penalty: 11300.421875
	Iteration 0F: 3 clusters Score -2094464 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2096549.375000 Penalty: 11300.421875
	Iteration 1F: 3 clusters Score -2096549 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2096949.000000 Penalty: 11300.421875
	Iteration 2F: 3 clusters Score -2096949 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2097172.000000 Penalty: 11300.421875
	Iteration 3Q: 3 clusters Score -2097172 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2097324.500000 Penalty: 11300.421875
	Iteration 4Q: 3 clusters Score -2097324 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2097434.000000 Penalty: 11300.421875
	Iteration 5Q: 3 clusters Score -2097434 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2097525.250000 Penalty: 11300.421875
	Iteration 6Q: 3 clusters Score -2097525 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2097589.750000 Penalty: 11300.421875
	Iteration 7Q: 3 clusters Score -2097590 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2097646.000000 Penalty: 11300.421875
	Iteration 8Q: 3 clusters Score -2097646 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2097677.000000 Penalty: 11300.421875
	Iteration 9Q: 3 clusters Score -2097677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2097705.500000 Penalty: 11300.421875
	Iteration 10Q: 3 clusters Score -2097706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2097724.250000 Penalty: 11300.421875
	Iteration 11Q: 3 clusters Score -2097724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2097740.250000 Penalty: 11300.421875
	Iteration 12Q: 3 clusters Score -2097740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2097759.500000 Penalty: 11300.421875
	Iteration 13Q: 3 clusters Score -2097760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2097773.000000 Penalty: 11300.421875
	Iteration 14Q: 3 clusters Score -2097773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2097782.250000 Penalty: 11300.421875
	Iteration 15Q: 3 clusters Score -2097782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2097789.000000 Penalty: 11300.421875
	Iteration 16Q: 3 clusters Score -2097789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2097793.500000 Penalty: 11300.421875
	Iteration 17Q: 3 clusters Score -2097794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2097797.000000 Penalty: 11300.421875
	Iteration 18Q: 3 clusters Score -2097797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2097804.250000 Penalty: 11300.421875
	Iteration 19Q: 3 clusters Score -2097804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2097810.250000 Penalty: 11300.421875
	Iteration 20F: 3 clusters Score -2097810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2097813.250000 Penalty: 11300.421875
	Iteration 21Q: 3 clusters Score -2097813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2097814.000000 Penalty: 11300.421875
	Iteration 22Q: 3 clusters Score -2097814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2097818.500000 Penalty: 11300.421875
	Iteration 23Q: 3 clusters Score -2097818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2097820.500000 Penalty: 11300.421875
	Iteration 24Q: 3 clusters Score -2097820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2097821.750000 Penalty: 11300.421875
	Iteration 25Q: 3 clusters Score -2097822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2097830.000000 Penalty: 11300.421875
	Iteration 26Q: 3 clusters Score -2097830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2097832.500000 Penalty: 11300.421875
	Iteration 27Q: 3 clusters Score -2097832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2097841.500000 Penalty: 11300.421875
	Iteration 28Q: 3 clusters Score -2097842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2097850.250000 Penalty: 11300.421875
	Iteration 29Q: 3 clusters Score -2097850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2097856.750000 Penalty: 11300.421875
	Iteration 30Q: 3 clusters Score -2097857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2097866.500000 Penalty: 11300.421875
	Iteration 31Q: 3 clusters Score -2097866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2097864.000000 Penalty: 11300.421875
	Iteration 32Q: 3 clusters Score -2097864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2097869.500000 Penalty: 11300.421875
	Iteration 33Q: 3 clusters Score -2097870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2097873.250000 Penalty: 11300.421875
	Iteration 34Q: 3 clusters Score -2097873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2097879.250000 Penalty: 11300.421875
	Iteration 35Q: 3 clusters Score -2097879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2097883.000000 Penalty: 11300.421875
	Iteration 36Q: 3 clusters Score -2097883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2097882.000000 Penalty: 11300.421875
	Iteration 37Q: 3 clusters Score -2097882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2097886.750000 Penalty: 11300.421875
	Iteration 38Q: 3 clusters Score -2097887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2097894.250000 Penalty: 11300.421875
	Iteration 39Q: 3 clusters Score -2097894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2097895.500000 Penalty: 11300.421875
	Iteration 40F: 3 clusters Score -2097896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2097900.750000 Penalty: 11300.421875
	Iteration 41Q: 3 clusters Score -2097901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2097898.000000 Penalty: 11300.421875
	Iteration 42Q: 3 clusters Score -2097898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2097896.250000 Penalty: 11300.421875
	Iteration 43Q: 3 clusters Score -2097896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2097902.250000 Penalty: 11300.421875
	Iteration 44Q: 3 clusters Score -2097902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2097900.250000 Penalty: 11300.421875
	Iteration 45Q: 3 clusters Score -2097900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2097903.250000 Penalty: 11300.421875
	Iteration 46Q: 3 clusters Score -2097903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2097902.750000 Penalty: 11300.421875
	Iteration 47Q: 3 clusters Score -2097903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2097902.250000 Penalty: 11300.421875
	Iteration 48Q: 3 clusters Score -2097902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2097904.500000 Penalty: 11300.421875
	Iteration 49Q: 3 clusters Score -2097904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2097909.000000 Penalty: 11300.421875
	Iteration 50Q: 3 clusters Score -2097909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2097917.250000 Penalty: 11300.421875
	Iteration 51Q: 3 clusters Score -2097917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2097923.000000 Penalty: 11300.421875
	Iteration 52Q: 3 clusters Score -2097923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2097921.250000 Penalty: 11300.421875
	Iteration 53Q: 3 clusters Score -2097921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2097921.500000 Penalty: 11300.421875
	Iteration 54Q: 3 clusters Score -2097922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2097921.000000 Penalty: 11300.421875
	Iteration 55Q: 3 clusters Score -2097921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2097921.000000 Penalty: 11300.421875
	Iteration 56F: 3 clusters Score -2097921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Entering Unmasked Estep 
Score: -2475204.500000 Penalty: 5779.721680
	Iteration 0F: 2 clusters Score -2475204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2463441.750000 Penalty: 11559.443359
	Iteration 0F: 3 clusters Score -2463442 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2466382.750000 Penalty: 11559.443359
	Iteration 1F: 3 clusters Score -2466383 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2467508.250000 Penalty: 11559.443359
	Iteration 2F: 3 clusters Score -2467508 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2468470.250000 Penalty: 11559.443359
	Iteration 3F: 3 clusters Score -2468470 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2469530.750000 Penalty: 11559.443359
	Iteration 4F: 3 clusters Score -2469531 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2471349.500000 Penalty: 11559.443359
	Iteration 5F: 3 clusters Score -2471350 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2472702.750000 Penalty: 11559.443359
	Iteration 6F: 3 clusters Score -2472703 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2473667.000000 Penalty: 11559.443359
	Iteration 7F: 3 clusters Score -2473667 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2474370.000000 Penalty: 11559.443359
	Iteration 8F: 3 clusters Score -2474370 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2474972.000000 Penalty: 11559.443359
	Iteration 9Q: 3 clusters Score -2474972 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2475440.250000 Penalty: 11559.443359
	Iteration 10Q: 3 clusters Score -2475440 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2475773.250000 Penalty: 11559.443359
	Iteration 11Q: 3 clusters Score -2475773 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2476022.250000 Penalty: 11559.443359
	Iteration 12Q: 3 clusters Score -2476022 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2476214.000000 Penalty: 11559.443359
	Iteration 13Q: 3 clusters Score -2476214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2476383.000000 Penalty: 11559.443359
	Iteration 14Q: 3 clusters Score -2476383 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2476512.250000 Penalty: 11559.443359
	Iteration 15Q: 3 clusters Score -2476512 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2476628.500000 Penalty: 11559.443359
	Iteration 16Q: 3 clusters Score -2476628 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2476755.750000 Penalty: 11559.443359
	Iteration 17Q: 3 clusters Score -2476756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2476924.000000 Penalty: 11559.443359
	Iteration 18Q: 3 clusters Score -2476924 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2477116.000000 Penalty: 11559.443359
	Iteration 19Q: 3 clusters Score -2477116 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2477364.500000 Penalty: 11559.443359
	Iteration 20F: 3 clusters Score -2477364 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2477683.750000 Penalty: 11559.443359
	Iteration 21Q: 3 clusters Score -2477684 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2478133.000000 Penalty: 11559.443359
	Iteration 22Q: 3 clusters Score -2478133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2478770.500000 Penalty: 11559.443359
	Iteration 23Q: 3 clusters Score -2478770 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2479387.250000 Penalty: 11559.443359
	Iteration 24Q: 3 clusters Score -2479387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2479525.500000 Penalty: 11559.443359
	Iteration 25Q: 3 clusters Score -2479526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2479557.000000 Penalty: 11559.443359
	Iteration 26Q: 3 clusters Score -2479557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2479555.250000 Penalty: 11559.443359
	Iteration 27Q: 3 clusters Score -2479555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2479560.500000 Penalty: 11559.443359
	Iteration 28Q: 3 clusters Score -2479560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2479561.250000 Penalty: 11559.443359
	Iteration 29Q: 3 clusters Score -2479561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2479561.250000 Penalty: 11559.443359
	Iteration 30F: 3 clusters Score -2479561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 77403 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 13814 members 
Mstep: Class 5 contains 26047 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 35212 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 148782 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36409 members 
Mstep: Class 17 contains 22834 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 21924 members 
Mstep: Class 20 contains 11242 members 
Entering Unmasked Estep 
Score: -89358152.000000 Penalty: 159238.796875
Splitting cluster 9 changes total score from -89351320.000000 to -89358152.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -138299.953125 Penalty: 4085.067383
	Iteration 0F: 2 clusters Score -138300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -134722.515625 Penalty: 8170.134766
	Iteration 0F: 3 clusters Score -134722.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -135086.609375 Penalty: 8170.134766
	Iteration 1F: 3 clusters Score -135086.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -135256.265625 Penalty: 8170.134766
	Iteration 2F: 3 clusters Score -135256.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -135422.250000 Penalty: 8170.134766
	Iteration 3Q: 3 clusters Score -135422.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135531.765625 Penalty: 8170.134766
	Iteration 4Q: 3 clusters Score -135531.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -135647.828125 Penalty: 8170.134766
	Iteration 5Q: 3 clusters Score -135647.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -135848.671875 Penalty: 8170.134766
	Iteration 6Q: 3 clusters Score -135848.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -135968.812500 Penalty: 8170.134766
	Iteration 7Q: 3 clusters Score -135968.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136075.718750 Penalty: 8170.134766
	Iteration 8Q: 3 clusters Score -136075.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136183.156250 Penalty: 8170.134766
	Iteration 9Q: 3 clusters Score -136183.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136263.531250 Penalty: 8170.134766
	Iteration 10Q: 3 clusters Score -136263.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136335.546875 Penalty: 8170.134766
	Iteration 11Q: 3 clusters Score -136335.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -136384.625000 Penalty: 8170.134766
	Iteration 12Q: 3 clusters Score -136384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136408.171875 Penalty: 8170.134766
	Iteration 13Q: 3 clusters Score -136408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136420.453125 Penalty: 8170.134766
	Iteration 14Q: 3 clusters Score -136420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136425.140625 Penalty: 8170.134766
	Iteration 15Q: 3 clusters Score -136425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136427.484375 Penalty: 8170.134766
	Iteration 16Q: 3 clusters Score -136427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136427.484375 Penalty: 8170.134766
	Iteration 17F: 3 clusters Score -136427.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (148782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Entering Unmasked Estep 
Score: -30654708.000000 Penalty: 7295.020508
	Iteration 0F: 2 clusters Score -3.065471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -30554950.000000 Penalty: 14590.041016
	Iteration 0F: 3 clusters Score -3.055495e+07 nChanged 69243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3.059431e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3.059653e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3.059955e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -30603442.000000 Penalty: 14590.041016
	Iteration 4F: 3 clusters Score -3.060344e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -30607788.000000 Penalty: 14590.041016
	Iteration 5F: 3 clusters Score -3.060779e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -30613236.000000 Penalty: 14590.041016
	Iteration 6F: 3 clusters Score -3.061324e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -30619810.000000 Penalty: 14590.041016
	Iteration 7F: 3 clusters Score -3.061981e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -30626748.000000 Penalty: 14590.041016
	Iteration 8F: 3 clusters Score -3.062675e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -30632594.000000 Penalty: 14590.041016
	Iteration 9F: 3 clusters Score -3.063259e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -30637120.000000 Penalty: 14590.041016
	Iteration 10Q: 3 clusters Score -3.063712e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -30641180.000000 Penalty: 14590.041016
	Iteration 11Q: 3 clusters Score -3.064118e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3.06445e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102927 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -30646920.000000 Penalty: 14590.041016
	Iteration 13Q: 3 clusters Score -3.064692e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -30648434.000000 Penalty: 14590.041016
	Iteration 14Q: 3 clusters Score -3.064843e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -30649202.000000 Penalty: 14590.041016
	Iteration 15Q: 3 clusters Score -3.06492e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3.064949e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -30649762.000000 Penalty: 14590.041016
	Iteration 17Q: 3 clusters Score -3.064976e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100329 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3.064997e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -30650158.000000 Penalty: 14590.041016
	Iteration 19Q: 3 clusters Score -3.065016e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -30650244.000000 Penalty: 14590.041016
	Iteration 20F: 3 clusters Score -3.065024e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -30650312.000000 Penalty: 14590.041016
	Iteration 21Q: 3 clusters Score -3.065031e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98344 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -30650384.000000 Penalty: 14590.041016
	Iteration 22Q: 3 clusters Score -3.065038e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -30650464.000000 Penalty: 14590.041016
	Iteration 23Q: 3 clusters Score -3.065046e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -30650570.000000 Penalty: 14590.041016
	Iteration 24Q: 3 clusters Score -3.065057e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -30650634.000000 Penalty: 14590.041016
	Iteration 25Q: 3 clusters Score -3.065063e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96539 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -30650708.000000 Penalty: 14590.041016
	Iteration 26Q: 3 clusters Score -3.065071e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -30650700.000000 Penalty: 14590.041016
	Iteration 27Q: 3 clusters Score -3.06507e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3.065076e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95360 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3.065077e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94955 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -30650768.000000 Penalty: 14590.041016
	Iteration 30Q: 3 clusters Score -3.065077e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3.065086e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -30650918.000000 Penalty: 14590.041016
	Iteration 32Q: 3 clusters Score -3.065092e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93746 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3.065097e+07 nChanged 465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -30651004.000000 Penalty: 14590.041016
	Iteration 34Q: 3 clusters Score -3.0651e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92830 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3.065106e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3.065103e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3.06511e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3.06512e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3.065116e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -30651220.000000 Penalty: 14590.041016
	Iteration 40F: 3 clusters Score -3.065122e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3.065136e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3.065151e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3.065161e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3.065176e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3.065197e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3.065214e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3.065231e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3.065253e+07 nChanged 1177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3.065302e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3.065343e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3.06542e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3.065537e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3.06573e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72183 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3.066061e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3.066548e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3.06697e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3.067184e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3.067316e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3.067386e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 90962 members 
Entering Unmasked Estep 
Score: -30674334.000000 Penalty: 14590.041016
	Iteration 60F: 3 clusters Score -3.067433e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3.067453e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3.067467e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 93331 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3.067471e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 93845 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3.06747e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3.06748e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3.067489e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3.067488e+07 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3.067485e+07 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3.067492e+07 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3.067498e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3.067498e+07 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 95681 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3.0675e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3.067498e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3.067497e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 95932 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3.067495e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3.067498e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3.067497e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3.067497e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 96155 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3.067496e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3.06749e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3.067493e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3.067493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3.067493e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 96312 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3.067493e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3.067495e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3.067493e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3.067493e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 96372 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3.067491e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3.067494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -30674928.000000 Penalty: 14590.041016
	Iteration 90Q: 3 clusters Score -3.067493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -30674924.000000 Penalty: 14590.041016
	Iteration 91Q: 3 clusters Score -3.067492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -30674916.000000 Penalty: 14590.041016
	Iteration 92Q: 3 clusters Score -3.067492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -30674888.000000 Penalty: 14590.041016
	Iteration 93Q: 3 clusters Score -3.067489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -30674914.000000 Penalty: 14590.041016
	Iteration 94Q: 3 clusters Score -3.067491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -30674912.000000 Penalty: 14590.041016
	Iteration 95Q: 3 clusters Score -3.067491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -30674912.000000 Penalty: 14590.041016
	Iteration 96F: 3 clusters Score -3.067491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 77403 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 13814 members 
Mstep: Class 5 contains 26047 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 35212 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 52375 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36409 members 
Mstep: Class 17 contains 22834 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 21924 members 
Mstep: Class 20 contains 11242 members 
Mstep: Class 21 contains 96407 members 
Entering Unmasked Estep 
Score: -89377064.000000 Penalty: 167200.734375
Splitting cluster 11 changes total score from -89351320.000000 to -89377064.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (8761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Entering Unmasked Estep 
Score: -1750369.125000 Penalty: 5560.314941
	Iteration 0F: 2 clusters Score -1750369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1740929.625000 Penalty: 11120.629883
	Iteration 0F: 3 clusters Score -1740930 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1742852.875000 Penalty: 11120.629883
	Iteration 1F: 3 clusters Score -1742853 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1743344.250000 Penalty: 11120.629883
	Iteration 2F: 3 clusters Score -1743344 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1743660.750000 Penalty: 11120.629883
	Iteration 3F: 3 clusters Score -1743661 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1743877.500000 Penalty: 11120.629883
	Iteration 4Q: 3 clusters Score -1743878 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1744066.375000 Penalty: 11120.629883
	Iteration 5Q: 3 clusters Score -1744066 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1744230.000000 Penalty: 11120.629883
	Iteration 6Q: 3 clusters Score -1744230 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1744429.375000 Penalty: 11120.629883
	Iteration 7Q: 3 clusters Score -1744429 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1744642.875000 Penalty: 11120.629883
	Iteration 8Q: 3 clusters Score -1744643 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1744886.250000 Penalty: 11120.629883
	Iteration 9Q: 3 clusters Score -1744886 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1745204.875000 Penalty: 11120.629883
	Iteration 10Q: 3 clusters Score -1745205 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1745653.125000 Penalty: 11120.629883
	Iteration 11Q: 3 clusters Score -1745653 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1746174.000000 Penalty: 11120.629883
	Iteration 12Q: 3 clusters Score -1746174 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1746659.250000 Penalty: 11120.629883
	Iteration 13Q: 3 clusters Score -1746659 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1747038.500000 Penalty: 11120.629883
	Iteration 14Q: 3 clusters Score -1747038 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1747355.000000 Penalty: 11120.629883
	Iteration 15Q: 3 clusters Score -1747355 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1747575.375000 Penalty: 11120.629883
	Iteration 16Q: 3 clusters Score -1747575 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1747733.250000 Penalty: 11120.629883
	Iteration 17Q: 3 clusters Score -1747733 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1747831.125000 Penalty: 11120.629883
	Iteration 18Q: 3 clusters Score -1747831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1747881.875000 Penalty: 11120.629883
	Iteration 19Q: 3 clusters Score -1747882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1747923.875000 Penalty: 11120.629883
	Iteration 20F: 3 clusters Score -1747924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1747950.500000 Penalty: 11120.629883
	Iteration 21Q: 3 clusters Score -1747950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1747977.625000 Penalty: 11120.629883
	Iteration 22Q: 3 clusters Score -1747978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1747996.250000 Penalty: 11120.629883
	Iteration 23Q: 3 clusters Score -1747996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1748017.750000 Penalty: 11120.629883
	Iteration 24Q: 3 clusters Score -1748018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1748035.250000 Penalty: 11120.629883
	Iteration 25Q: 3 clusters Score -1748035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1748046.875000 Penalty: 11120.629883
	Iteration 26Q: 3 clusters Score -1748047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1748067.375000 Penalty: 11120.629883
	Iteration 27Q: 3 clusters Score -1748067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1748079.625000 Penalty: 11120.629883
	Iteration 28Q: 3 clusters Score -1748080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1748094.500000 Penalty: 11120.629883
	Iteration 29Q: 3 clusters Score -1748094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1748099.250000 Penalty: 11120.629883
	Iteration 30Q: 3 clusters Score -1748099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1748105.625000 Penalty: 11120.629883
	Iteration 31Q: 3 clusters Score -1748106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1748118.000000 Penalty: 11120.629883
	Iteration 32Q: 3 clusters Score -1748118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1748119.750000 Penalty: 11120.629883
	Iteration 33Q: 3 clusters Score -1748120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1748124.750000 Penalty: 11120.629883
	Iteration 34Q: 3 clusters Score -1748125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1748127.750000 Penalty: 11120.629883
	Iteration 35Q: 3 clusters Score -1748128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1748131.875000 Penalty: 11120.629883
	Iteration 36Q: 3 clusters Score -1748132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1748136.000000 Penalty: 11120.629883
	Iteration 37Q: 3 clusters Score -1748136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1748137.250000 Penalty: 11120.629883
	Iteration 38Q: 3 clusters Score -1748137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1748142.375000 Penalty: 11120.629883
	Iteration 39Q: 3 clusters Score -1748142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1748145.500000 Penalty: 11120.629883
	Iteration 40F: 3 clusters Score -1748146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1748147.500000 Penalty: 11120.629883
	Iteration 41Q: 3 clusters Score -1748148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1748151.625000 Penalty: 11120.629883
	Iteration 42Q: 3 clusters Score -1748152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1748150.625000 Penalty: 11120.629883
	Iteration 43Q: 3 clusters Score -1748151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1748151.125000 Penalty: 11120.629883
	Iteration 44Q: 3 clusters Score -1748151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1748155.500000 Penalty: 11120.629883
	Iteration 45Q: 3 clusters Score -1748156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1748155.375000 Penalty: 11120.629883
	Iteration 46Q: 3 clusters Score -1748155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1748155.375000 Penalty: 11120.629883
	Iteration 47F: 3 clusters Score -1748155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -116043.773438 Penalty: 3949.944580
	Iteration 0F: 2 clusters Score -116043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112435.562500 Penalty: 7899.889160
	Iteration 0F: 3 clusters Score -112435.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112687.953125 Penalty: 7899.889160
	Iteration 1F: 3 clusters Score -112688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -112741.039062 Penalty: 7899.889160
	Iteration 2Q: 3 clusters Score -112741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112778.148438 Penalty: 7899.889160
	Iteration 3Q: 3 clusters Score -112778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -112781.578125 Penalty: 7899.889160
	Iteration 4Q: 3 clusters Score -112781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -112781.578125 Penalty: 7899.889160
	Iteration 5F: 3 clusters Score -112781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -179756.187500 Penalty: 4176.590820
	Iteration 0F: 2 clusters Score -179756.2 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 471 members 
Entering Unmasked Estep 
Score: -175672.781250 Penalty: 8353.181641
	Iteration 0F: 3 clusters Score -175672.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -176002.406250 Penalty: 8353.181641
	Iteration 1F: 3 clusters Score -176002.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -176104.781250 Penalty: 8353.181641
	Iteration 2Q: 3 clusters Score -176104.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -176160.718750 Penalty: 8353.181641
	Iteration 3Q: 3 clusters Score -176160.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -176206.484375 Penalty: 8353.181641
	Iteration 4Q: 3 clusters Score -176206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -176224.953125 Penalty: 8353.181641
	Iteration 5Q: 3 clusters Score -176225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -176227.203125 Penalty: 8353.181641
	Iteration 6Q: 3 clusters Score -176227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -176229.234375 Penalty: 8353.181641
	Iteration 7Q: 3 clusters Score -176229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -176229.234375 Penalty: 8353.181641
	Iteration 8F: 3 clusters Score -176229.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Entering Unmasked Estep 
Score: -7491928.500000 Penalty: 6432.824707
	Iteration 0F: 2 clusters Score -7491928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -7465082.500000 Penalty: 12865.649414
	Iteration 0F: 3 clusters Score -7465082 nChanged 15530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -7473521.500000 Penalty: 12865.649414
	Iteration 1F: 3 clusters Score -7473522 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -7474525.500000 Penalty: 12865.649414
	Iteration 2F: 3 clusters Score -7474526 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -7475348.000000 Penalty: 12865.649414
	Iteration 3F: 3 clusters Score -7475348 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -7476248.500000 Penalty: 12865.649414
	Iteration 4Q: 3 clusters Score -7476248 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -7477145.500000 Penalty: 12865.649414
	Iteration 5Q: 3 clusters Score -7477146 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -7478170.000000 Penalty: 12865.649414
	Iteration 6Q: 3 clusters Score -7478170 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -7479374.500000 Penalty: 12865.649414
	Iteration 7F: 3 clusters Score -7479374 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -7480830.500000 Penalty: 12865.649414
	Iteration 8F: 3 clusters Score -7480830 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -7482532.500000 Penalty: 12865.649414
	Iteration 9F: 3 clusters Score -7482532 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -7484306.500000 Penalty: 12865.649414
	Iteration 10F: 3 clusters Score -7484306 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -7485902.000000 Penalty: 12865.649414
	Iteration 11F: 3 clusters Score -7485902 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -7487064.000000 Penalty: 12865.649414
	Iteration 12Q: 3 clusters Score -7487064 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -7487893.500000 Penalty: 12865.649414
	Iteration 13Q: 3 clusters Score -7487894 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -7488478.500000 Penalty: 12865.649414
	Iteration 14Q: 3 clusters Score -7488478 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -7488875.500000 Penalty: 12865.649414
	Iteration 15Q: 3 clusters Score -7488876 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -7489124.500000 Penalty: 12865.649414
	Iteration 16Q: 3 clusters Score -7489124 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -7489268.000000 Penalty: 12865.649414
	Iteration 17Q: 3 clusters Score -7489268 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -7489389.000000 Penalty: 12865.649414
	Iteration 18Q: 3 clusters Score -7489389 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -7489416.000000 Penalty: 12865.649414
	Iteration 19Q: 3 clusters Score -7489416 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -7489431.500000 Penalty: 12865.649414
	Iteration 20F: 3 clusters Score -7489432 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -7489460.500000 Penalty: 12865.649414
	Iteration 21Q: 3 clusters Score -7489460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -7489481.500000 Penalty: 12865.649414
	Iteration 22Q: 3 clusters Score -7489482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -7489496.500000 Penalty: 12865.649414
	Iteration 23Q: 3 clusters Score -7489496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -7489495.000000 Penalty: 12865.649414
	Iteration 24Q: 3 clusters Score -7489495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -7489481.500000 Penalty: 12865.649414
	Iteration 25Q: 3 clusters Score -7489482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -7489496.500000 Penalty: 12865.649414
	Iteration 26Q: 3 clusters Score -7489496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -7489500.500000 Penalty: 12865.649414
	Iteration 27Q: 3 clusters Score -7489500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -7489514.000000 Penalty: 12865.649414
	Iteration 28Q: 3 clusters Score -7489514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -7489501.000000 Penalty: 12865.649414
	Iteration 29Q: 3 clusters Score -7489501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -7489519.000000 Penalty: 12865.649414
	Iteration 30Q: 3 clusters Score -7489519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -7489516.500000 Penalty: 12865.649414
	Iteration 31Q: 3 clusters Score -7489516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -7489521.500000 Penalty: 12865.649414
	Iteration 32Q: 3 clusters Score -7489522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -7489510.000000 Penalty: 12865.649414
	Iteration 33Q: 3 clusters Score -7489510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -7489503.000000 Penalty: 12865.649414
	Iteration 34Q: 3 clusters Score -7489503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -7489501.500000 Penalty: 12865.649414
	Iteration 35Q: 3 clusters Score -7489502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -7489507.000000 Penalty: 12865.649414
	Iteration 36Q: 3 clusters Score -7489507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -7489507.000000 Penalty: 12865.649414
	Iteration 37F: 3 clusters Score -7489507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Entering Unmasked Estep 
Score: -4692805.000000 Penalty: 6147.053711
	Iteration 0F: 2 clusters Score -4692805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4674482.500000 Penalty: 12294.107422
	Iteration 0F: 3 clusters Score -4674482 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4679467.500000 Penalty: 12294.107422
	Iteration 1F: 3 clusters Score -4679468 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -4680106.500000 Penalty: 12294.107422
	Iteration 2F: 3 clusters Score -4680106 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -4680565.000000 Penalty: 12294.107422
	Iteration 3Q: 3 clusters Score -4680565 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4680938.000000 Penalty: 12294.107422
	Iteration 4Q: 3 clusters Score -4680938 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4681226.000000 Penalty: 12294.107422
	Iteration 5Q: 3 clusters Score -4681226 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -4681484.500000 Penalty: 12294.107422
	Iteration 6Q: 3 clusters Score -4681484 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -4681692.000000 Penalty: 12294.107422
	Iteration 7Q: 3 clusters Score -4681692 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4681885.500000 Penalty: 12294.107422
	Iteration 8Q: 3 clusters Score -4681886 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -4682082.000000 Penalty: 12294.107422
	Iteration 9Q: 3 clusters Score -4682082 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4682246.000000 Penalty: 12294.107422
	Iteration 10Q: 3 clusters Score -4682246 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -4682451.500000 Penalty: 12294.107422
	Iteration 11Q: 3 clusters Score -4682452 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -4682617.000000 Penalty: 12294.107422
	Iteration 12Q: 3 clusters Score -4682617 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4682799.500000 Penalty: 12294.107422
	Iteration 13Q: 3 clusters Score -4682800 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -4682970.500000 Penalty: 12294.107422
	Iteration 14Q: 3 clusters Score -4682970 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -4683184.500000 Penalty: 12294.107422
	Iteration 15Q: 3 clusters Score -4683184 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -4683407.500000 Penalty: 12294.107422
	Iteration 16Q: 3 clusters Score -4683408 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -4683652.000000 Penalty: 12294.107422
	Iteration 17Q: 3 clusters Score -4683652 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4683944.500000 Penalty: 12294.107422
	Iteration 18Q: 3 clusters Score -4683944 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -4684273.000000 Penalty: 12294.107422
	Iteration 19Q: 3 clusters Score -4684273 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4684640.000000 Penalty: 12294.107422
	Iteration 20F: 3 clusters Score -4684640 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4684997.000000 Penalty: 12294.107422
	Iteration 21Q: 3 clusters Score -4684997 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -4685350.000000 Penalty: 12294.107422
	Iteration 22Q: 3 clusters Score -4685350 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4685719.500000 Penalty: 12294.107422
	Iteration 23Q: 3 clusters Score -4685720 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4685993.500000 Penalty: 12294.107422
	Iteration 24Q: 3 clusters Score -4685994 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4686273.500000 Penalty: 12294.107422
	Iteration 25Q: 3 clusters Score -4686274 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4686489.000000 Penalty: 12294.107422
	Iteration 26Q: 3 clusters Score -4686489 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4686689.000000 Penalty: 12294.107422
	Iteration 27Q: 3 clusters Score -4686689 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4686866.500000 Penalty: 12294.107422
	Iteration 28Q: 3 clusters Score -4686866 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4687020.000000 Penalty: 12294.107422
	Iteration 29Q: 3 clusters Score -4687020 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4687164.000000 Penalty: 12294.107422
	Iteration 30Q: 3 clusters Score -4687164 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4687261.500000 Penalty: 12294.107422
	Iteration 31Q: 3 clusters Score -4687262 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4687347.500000 Penalty: 12294.107422
	Iteration 32Q: 3 clusters Score -4687348 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4687414.500000 Penalty: 12294.107422
	Iteration 33Q: 3 clusters Score -4687414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4687490.500000 Penalty: 12294.107422
	Iteration 34Q: 3 clusters Score -4687490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4687543.500000 Penalty: 12294.107422
	Iteration 35Q: 3 clusters Score -4687544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4687600.500000 Penalty: 12294.107422
	Iteration 36Q: 3 clusters Score -4687600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4687636.500000 Penalty: 12294.107422
	Iteration 37Q: 3 clusters Score -4687636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4687693.000000 Penalty: 12294.107422
	Iteration 38Q: 3 clusters Score -4687693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4687748.000000 Penalty: 12294.107422
	Iteration 39Q: 3 clusters Score -4687748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4687789.500000 Penalty: 12294.107422
	Iteration 40F: 3 clusters Score -4687790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4687820.500000 Penalty: 12294.107422
	Iteration 41Q: 3 clusters Score -4687820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4687862.500000 Penalty: 12294.107422
	Iteration 42Q: 3 clusters Score -4687862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4687906.500000 Penalty: 12294.107422
	Iteration 43Q: 3 clusters Score -4687906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4687937.500000 Penalty: 12294.107422
	Iteration 44Q: 3 clusters Score -4687938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4687963.500000 Penalty: 12294.107422
	Iteration 45Q: 3 clusters Score -4687964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4687985.000000 Penalty: 12294.107422
	Iteration 46Q: 3 clusters Score -4687985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4688004.500000 Penalty: 12294.107422
	Iteration 47Q: 3 clusters Score -4688004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4688025.000000 Penalty: 12294.107422
	Iteration 48Q: 3 clusters Score -4688025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4688042.000000 Penalty: 12294.107422
	Iteration 49Q: 3 clusters Score -4688042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4688062.500000 Penalty: 12294.107422
	Iteration 50Q: 3 clusters Score -4688062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4688067.500000 Penalty: 12294.107422
	Iteration 51Q: 3 clusters Score -4688068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4688082.000000 Penalty: 12294.107422
	Iteration 52Q: 3 clusters Score -4688082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4688092.500000 Penalty: 12294.107422
	Iteration 53Q: 3 clusters Score -4688092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4688090.000000 Penalty: 12294.107422
	Iteration 54Q: 3 clusters Score -4688090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4688094.000000 Penalty: 12294.107422
	Iteration 55Q: 3 clusters Score -4688094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4688096.000000 Penalty: 12294.107422
	Iteration 56Q: 3 clusters Score -4688096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4688100.500000 Penalty: 12294.107422
	Iteration 57Q: 3 clusters Score -4688100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4688101.500000 Penalty: 12294.107422
	Iteration 58Q: 3 clusters Score -4688102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4688108.000000 Penalty: 12294.107422
	Iteration 59Q: 3 clusters Score -4688108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4688109.000000 Penalty: 12294.107422
	Iteration 60F: 3 clusters Score -4688109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4688106.500000 Penalty: 12294.107422
	Iteration 61Q: 3 clusters Score -4688106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4688106.500000 Penalty: 12294.107422
	Iteration 62F: 3 clusters Score -4688106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -152892.796875 Penalty: 4084.289795
	Iteration 0F: 2 clusters Score -152892.8 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 407 members 
Entering Unmasked Estep 
Score: -149031.968750 Penalty: 8168.579590
	Iteration 0F: 3 clusters Score -149032 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -149392.796875 Penalty: 8168.579590
	Iteration 1F: 3 clusters Score -149392.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -149476.375000 Penalty: 8168.579590
	Iteration 2Q: 3 clusters Score -149476.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -149510.390625 Penalty: 8168.579590
	Iteration 3Q: 3 clusters Score -149510.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -149535.593750 Penalty: 8168.579590
	Iteration 4Q: 3 clusters Score -149535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -149563.937500 Penalty: 8168.579590
	Iteration 5Q: 3 clusters Score -149563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -149577.609375 Penalty: 8168.579590
	Iteration 6Q: 3 clusters Score -149577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -149577.609375 Penalty: 8168.579590
	Iteration 7F: 3 clusters Score -149577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Entering Unmasked Estep 
Score: -4436188.500000 Penalty: 6122.144043
	Iteration 0F: 2 clusters Score -4436188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -4418536.000000 Penalty: 12244.288086
	Iteration 0F: 3 clusters Score -4418536 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -4423247.500000 Penalty: 12244.288086
	Iteration 1F: 3 clusters Score -4423248 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -4423920.500000 Penalty: 12244.288086
	Iteration 2F: 3 clusters Score -4423920 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4424393.500000 Penalty: 12244.288086
	Iteration 3Q: 3 clusters Score -4424394 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4424774.500000 Penalty: 12244.288086
	Iteration 4Q: 3 clusters Score -4424774 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4425048.500000 Penalty: 12244.288086
	Iteration 5Q: 3 clusters Score -4425048 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4425324.500000 Penalty: 12244.288086
	Iteration 6Q: 3 clusters Score -4425324 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4425554.000000 Penalty: 12244.288086
	Iteration 7Q: 3 clusters Score -4425554 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4425791.500000 Penalty: 12244.288086
	Iteration 8Q: 3 clusters Score -4425792 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4426044.000000 Penalty: 12244.288086
	Iteration 9Q: 3 clusters Score -4426044 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4426287.500000 Penalty: 12244.288086
	Iteration 10Q: 3 clusters Score -4426288 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -4426537.500000 Penalty: 12244.288086
	Iteration 11Q: 3 clusters Score -4426538 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4426751.000000 Penalty: 12244.288086
	Iteration 12Q: 3 clusters Score -4426751 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -4426935.500000 Penalty: 12244.288086
	Iteration 13Q: 3 clusters Score -4426936 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -4427177.000000 Penalty: 12244.288086
	Iteration 14Q: 3 clusters Score -4427177 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -4427380.500000 Penalty: 12244.288086
	Iteration 15Q: 3 clusters Score -4427380 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4427554.000000 Penalty: 12244.288086
	Iteration 16Q: 3 clusters Score -4427554 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -4427703.000000 Penalty: 12244.288086
	Iteration 17Q: 3 clusters Score -4427703 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -4427875.500000 Penalty: 12244.288086
	Iteration 18Q: 3 clusters Score -4427876 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4428017.000000 Penalty: 12244.288086
	Iteration 19Q: 3 clusters Score -4428017 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4428180.500000 Penalty: 12244.288086
	Iteration 20F: 3 clusters Score -4428180 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -4428345.500000 Penalty: 12244.288086
	Iteration 21Q: 3 clusters Score -4428346 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -4428507.000000 Penalty: 12244.288086
	Iteration 22Q: 3 clusters Score -4428507 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -4428681.500000 Penalty: 12244.288086
	Iteration 23Q: 3 clusters Score -4428682 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -4428882.500000 Penalty: 12244.288086
	Iteration 24Q: 3 clusters Score -4428882 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4429076.000000 Penalty: 12244.288086
	Iteration 25Q: 3 clusters Score -4429076 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -4429256.500000 Penalty: 12244.288086
	Iteration 26Q: 3 clusters Score -4429256 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -4429507.000000 Penalty: 12244.288086
	Iteration 27Q: 3 clusters Score -4429507 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4429731.500000 Penalty: 12244.288086
	Iteration 28Q: 3 clusters Score -4429732 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4429956.000000 Penalty: 12244.288086
	Iteration 29Q: 3 clusters Score -4429956 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4430169.500000 Penalty: 12244.288086
	Iteration 30Q: 3 clusters Score -4430170 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -4430389.000000 Penalty: 12244.288086
	Iteration 31Q: 3 clusters Score -4430389 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -4430589.000000 Penalty: 12244.288086
	Iteration 32Q: 3 clusters Score -4430589 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -4430718.000000 Penalty: 12244.288086
	Iteration 33Q: 3 clusters Score -4430718 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4430815.000000 Penalty: 12244.288086
	Iteration 34Q: 3 clusters Score -4430815 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4430877.000000 Penalty: 12244.288086
	Iteration 35Q: 3 clusters Score -4430877 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -4430942.000000 Penalty: 12244.288086
	Iteration 36Q: 3 clusters Score -4430942 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4430988.500000 Penalty: 12244.288086
	Iteration 37Q: 3 clusters Score -4430988 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -4431020.000000 Penalty: 12244.288086
	Iteration 38Q: 3 clusters Score -4431020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -4431038.000000 Penalty: 12244.288086
	Iteration 39Q: 3 clusters Score -4431038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -4431054.000000 Penalty: 12244.288086
	Iteration 40F: 3 clusters Score -4431054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -4431060.000000 Penalty: 12244.288086
	Iteration 41Q: 3 clusters Score -4431060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -4431073.000000 Penalty: 12244.288086
	Iteration 42Q: 3 clusters Score -4431073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -4431073.000000 Penalty: 12244.288086
	Iteration 43Q: 3 clusters Score -4431073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4431069.000000 Penalty: 12244.288086
	Iteration 44Q: 3 clusters Score -4431069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -4431068.000000 Penalty: 12244.288086
	Iteration 45Q: 3 clusters Score -4431068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -4431066.000000 Penalty: 12244.288086
	Iteration 46Q: 3 clusters Score -4431066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -4431074.000000 Penalty: 12244.288086
	Iteration 47Q: 3 clusters Score -4431074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -4431075.500000 Penalty: 12244.288086
	Iteration 48Q: 3 clusters Score -4431076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -4431088.000000 Penalty: 12244.288086
	Iteration 49Q: 3 clusters Score -4431088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4431080.000000 Penalty: 12244.288086
	Iteration 50Q: 3 clusters Score -4431080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4431081.000000 Penalty: 12244.288086
	Iteration 51Q: 3 clusters Score -4431081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -4431080.500000 Penalty: 12244.288086
	Iteration 52Q: 3 clusters Score -4431080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -4431086.500000 Penalty: 12244.288086
	Iteration 53Q: 3 clusters Score -4431086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -4431082.500000 Penalty: 12244.288086
	Iteration 54Q: 3 clusters Score -4431082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -4431082.500000 Penalty: 12244.288086
	Iteration 55F: 3 clusters Score -4431082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 77403 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 5 contains 26047 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 35212 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 52375 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36409 members 
Mstep: Class 17 contains 22834 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 21924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89383240.000000 Penalty: 167200.734375
Iteration 39Q: 22 clusters Score -8.938324e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 79334 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 14161 members 
Mstep: Class 5 contains 26949 members 
Mstep: Class 6 contains 21018 members 
Mstep: Class 7 contains 35200 members 
Mstep: Class 8 contains 9381 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 53173 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 36625 members 
Mstep: Class 17 contains 22969 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 22428 members 
Mstep: Class 20 contains 11301 members 
Mstep: Class 21 contains 93383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89387864.000000 Penalty: 167200.734375
Iteration 40F: 22 clusters Score -8.938786e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 80395 members 
Mstep: Class 3 contains 1566 members 
Mstep: Class 4 contains 14655 members 
Mstep: Class 5 contains 26944 members 
Mstep: Class 6 contains 20176 members 
Mstep: Class 7 contains 35261 members 
Mstep: Class 8 contains 8605 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 836 members 
Mstep: Class 11 contains 53367 members 
Mstep: Class 12 contains 8609 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 36097 members 
Mstep: Class 17 contains 23065 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 23114 members 
Mstep: Class 20 contains 11505 members 
Mstep: Class 21 contains 92933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89391192.000000 Penalty: 167200.734375
Iteration 41Q: 22 clusters Score -8.939119e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 81328 members 
Mstep: Class 3 contains 1487 members 
Mstep: Class 4 contains 15046 members 
Mstep: Class 5 contains 27051 members 
Mstep: Class 6 contains 19550 members 
Mstep: Class 7 contains 35303 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 53460 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 35743 members 
Mstep: Class 17 contains 23208 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 24139 members 
Mstep: Class 20 contains 11609 members 
Mstep: Class 21 contains 91981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89393432.000000 Penalty: 167200.734375
Iteration 42Q: 22 clusters Score -8.939343e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82141 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 27212 members 
Mstep: Class 6 contains 18990 members 
Mstep: Class 7 contains 35365 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 53447 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 583 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 35461 members 
Mstep: Class 17 contains 23350 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 25429 members 
Mstep: Class 20 contains 11650 members 
Mstep: Class 21 contains 90754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89396120.000000 Penalty: 167200.734375
Iteration 43Q: 22 clusters Score -8.939612e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82909 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 27435 members 
Mstep: Class 6 contains 18477 members 
Mstep: Class 7 contains 35431 members 
Mstep: Class 8 contains 6455 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 53369 members 
Mstep: Class 12 contains 8302 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 35244 members 
Mstep: Class 17 contains 23490 members 
Mstep: Class 18 contains 663 members 
Mstep: Class 19 contains 26846 members 
Mstep: Class 20 contains 11673 members 
Mstep: Class 21 contains 89334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 7341.687012 but Gain 7961.937500
Score: -89399824.000000 Penalty: 159238.796875
Iteration 44Q: 21 clusters Score -8.939982e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 87843 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 16194 members 
Mstep: Class 5 contains 27726 members 
Mstep: Class 6 contains 19348 members 
Mstep: Class 7 contains 35502 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 1002 members 
Mstep: Class 11 contains 53234 members 
Mstep: Class 12 contains 8212 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 35069 members 
Mstep: Class 17 contains 23625 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 28346 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 87846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89411736.000000 Penalty: 159238.796875
Iteration 45Q: 21 clusters Score -8.941174e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 88456 members 
Mstep: Class 3 contains 1344 members 
Mstep: Class 4 contains 16754 members 
Mstep: Class 5 contains 28042 members 
Mstep: Class 6 contains 18268 members 
Mstep: Class 7 contains 35573 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 53016 members 
Mstep: Class 12 contains 8179 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 34906 members 
Mstep: Class 17 contains 23770 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 29686 members 
Mstep: Class 20 contains 11752 members 
Mstep: Class 21 contains 86389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414176.000000 Penalty: 159238.796875
Iteration 46Q: 21 clusters Score -8.941418e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 88666 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 17330 members 
Mstep: Class 5 contains 28419 members 
Mstep: Class 6 contains 17446 members 
Mstep: Class 7 contains 35649 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 52831 members 
Mstep: Class 12 contains 8114 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 34752 members 
Mstep: Class 17 contains 23928 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 30810 members 
Mstep: Class 20 contains 11732 members 
Mstep: Class 21 contains 85121 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 21 clusters Score -8.941589e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 88753 members 
Mstep: Class 3 contains 1296 members 
Mstep: Class 4 contains 17829 members 
Mstep: Class 5 contains 28872 members 
Mstep: Class 6 contains 16802 members 
Mstep: Class 7 contains 35719 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 52756 members 
Mstep: Class 12 contains 8031 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 34567 members 
Mstep: Class 17 contains 24069 members 
Mstep: Class 18 contains 632 members 
Mstep: Class 19 contains 31561 members 
Mstep: Class 20 contains 11747 members 
Mstep: Class 21 contains 84103 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -8.941734e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 88751 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 18305 members 
Mstep: Class 5 contains 29308 members 
Mstep: Class 6 contains 16257 members 
Mstep: Class 7 contains 35776 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 52776 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 34411 members 
Mstep: Class 17 contains 24167 members 
Mstep: Class 18 contains 629 members 
Mstep: Class 19 contains 32095 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 83238 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -8.941858e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 88700 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 18702 members 
Mstep: Class 5 contains 29695 members 
Mstep: Class 6 contains 15811 members 
Mstep: Class 7 contains 35822 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 52910 members 
Mstep: Class 12 contains 7923 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 34273 members 
Mstep: Class 17 contains 24258 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 32406 members 
Mstep: Class 20 contains 11771 members 
Mstep: Class 21 contains 82548 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -8.941966e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 88658 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 19081 members 
Mstep: Class 5 contains 30075 members 
Mstep: Class 6 contains 15422 members 
Mstep: Class 7 contains 35861 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 53080 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 34129 members 
Mstep: Class 17 contains 24340 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 32484 members 
Mstep: Class 20 contains 11789 members 
Mstep: Class 21 contains 82030 members 
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Iteration 51Q: 21 clusters Score -8.942012e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 88589 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 19424 members 
Mstep: Class 5 contains 30373 members 
Mstep: Class 6 contains 15068 members 
Mstep: Class 7 contains 35911 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 53257 members 
Mstep: Class 12 contains 7831 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 34013 members 
Mstep: Class 17 contains 24414 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 32543 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 81593 members 
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Iteration 52Q: 21 clusters Score -8.942066e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 88569 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 19706 members 
Mstep: Class 5 contains 30633 members 
Mstep: Class 6 contains 14754 members 
Mstep: Class 7 contains 35919 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 53433 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33909 members 
Mstep: Class 17 contains 24471 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 32547 members 
Mstep: Class 20 contains 11840 members 
Mstep: Class 21 contains 81258 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -8.942093e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 88541 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 19961 members 
Mstep: Class 5 contains 30885 members 
Mstep: Class 6 contains 14499 members 
Mstep: Class 7 contains 35925 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 53620 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33827 members 
Mstep: Class 17 contains 24532 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 32499 members 
Mstep: Class 20 contains 11855 members 
Mstep: Class 21 contains 80968 members 
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Iteration 54Q: 21 clusters Score -8.942123e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 88522 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 20176 members 
Mstep: Class 5 contains 31107 members 
Mstep: Class 6 contains 14291 members 
Mstep: Class 7 contains 35938 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 53761 members 
Mstep: Class 12 contains 7629 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33763 members 
Mstep: Class 17 contains 24586 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 32483 members 
Mstep: Class 20 contains 11860 members 
Mstep: Class 21 contains 80705 members 
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Iteration 55Q: 21 clusters Score -8.942147e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 88489 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 20370 members 
Mstep: Class 5 contains 31265 members 
Mstep: Class 6 contains 14105 members 
Mstep: Class 7 contains 35945 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 53895 members 
Mstep: Class 12 contains 7552 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33689 members 
Mstep: Class 17 contains 24650 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 32426 members 
Mstep: Class 20 contains 11872 members 
Mstep: Class 21 contains 80562 members 
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Iteration 56Q: 21 clusters Score -8.942196e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 88447 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 20520 members 
Mstep: Class 5 contains 31420 members 
Mstep: Class 6 contains 13960 members 
Mstep: Class 7 contains 35954 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54038 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33604 members 
Mstep: Class 17 contains 24704 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 32359 members 
Mstep: Class 20 contains 11887 members 
Mstep: Class 21 contains 80459 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -8.942211e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 88401 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 20657 members 
Mstep: Class 5 contains 31558 members 
Mstep: Class 6 contains 13841 members 
Mstep: Class 7 contains 35970 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54151 members 
Mstep: Class 12 contains 7421 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33529 members 
Mstep: Class 17 contains 24744 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 32298 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 21 contains 80361 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -8.942218e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 88373 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 20771 members 
Mstep: Class 5 contains 31659 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 35979 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54252 members 
Mstep: Class 12 contains 7384 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33456 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 32268 members 
Mstep: Class 20 contains 11907 members 
Mstep: Class 21 contains 80266 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -8.942226e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 88327 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 20888 members 
Mstep: Class 5 contains 31753 members 
Mstep: Class 6 contains 13624 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54334 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33399 members 
Mstep: Class 17 contains 24822 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 32258 members 
Mstep: Class 20 contains 11908 members 
Mstep: Class 21 contains 80174 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -8.942238e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88273 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 20999 members 
Mstep: Class 5 contains 31830 members 
Mstep: Class 6 contains 13522 members 
Mstep: Class 7 contains 36019 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54422 members 
Mstep: Class 12 contains 7320 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33344 members 
Mstep: Class 17 contains 24847 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 32250 members 
Mstep: Class 20 contains 11909 members 
Mstep: Class 21 contains 80090 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -8.942274e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88227 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21100 members 
Mstep: Class 5 contains 31903 members 
Mstep: Class 6 contains 13436 members 
Mstep: Class 7 contains 36034 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54521 members 
Mstep: Class 12 contains 7306 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33280 members 
Mstep: Class 17 contains 24871 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 32198 members 
Mstep: Class 20 contains 11916 members 
Mstep: Class 21 contains 80033 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -8.942274e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88179 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21192 members 
Mstep: Class 5 contains 31959 members 
Mstep: Class 6 contains 13363 members 
Mstep: Class 7 contains 36048 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54619 members 
Mstep: Class 12 contains 7293 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33222 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 32140 members 
Mstep: Class 20 contains 11925 members 
Mstep: Class 21 contains 79989 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -8.942261e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88141 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21265 members 
Mstep: Class 5 contains 32020 members 
Mstep: Class 6 contains 13302 members 
Mstep: Class 7 contains 36060 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54727 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33152 members 
Mstep: Class 17 contains 24923 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 32068 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 79950 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -8.942283e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88124 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21328 members 
Mstep: Class 5 contains 32093 members 
Mstep: Class 6 contains 13249 members 
Mstep: Class 7 contains 36075 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54819 members 
Mstep: Class 12 contains 7250 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33102 members 
Mstep: Class 17 contains 24943 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 31990 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 79900 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -8.942315e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88093 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21371 members 
Mstep: Class 5 contains 32153 members 
Mstep: Class 6 contains 13217 members 
Mstep: Class 7 contains 36090 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54884 members 
Mstep: Class 12 contains 7245 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 33045 members 
Mstep: Class 17 contains 24949 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 31910 members 
Mstep: Class 20 contains 11968 members 
Mstep: Class 21 contains 79900 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -8.942317e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88059 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21417 members 
Mstep: Class 5 contains 32200 members 
Mstep: Class 6 contains 13192 members 
Mstep: Class 7 contains 36096 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54958 members 
Mstep: Class 12 contains 7233 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32982 members 
Mstep: Class 17 contains 24963 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 31843 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 79904 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -8.942319e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88021 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21463 members 
Mstep: Class 5 contains 32235 members 
Mstep: Class 6 contains 13175 members 
Mstep: Class 7 contains 36101 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 54993 members 
Mstep: Class 12 contains 7219 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32917 members 
Mstep: Class 17 contains 24984 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 79927 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -8.94232e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88011 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21498 members 
Mstep: Class 5 contains 32293 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 36114 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 55046 members 
Mstep: Class 12 contains 7211 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32834 members 
Mstep: Class 17 contains 24992 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31739 members 
Mstep: Class 20 contains 11998 members 
Mstep: Class 21 contains 79940 members 
Entering Unmasked Estep 
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Iteration 69Q: 21 clusters Score -8.94233e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88005 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21533 members 
Mstep: Class 5 contains 32331 members 
Mstep: Class 6 contains 13124 members 
Mstep: Class 7 contains 36124 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 55105 members 
Mstep: Class 12 contains 7199 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32766 members 
Mstep: Class 17 contains 25000 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31661 members 
Mstep: Class 20 contains 12007 members 
Mstep: Class 21 contains 79970 members 
Entering Unmasked Estep 
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Iteration 70Q: 21 clusters Score -8.942322e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88001 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21559 members 
Mstep: Class 5 contains 32385 members 
Mstep: Class 6 contains 13098 members 
Mstep: Class 7 contains 36139 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 55149 members 
Mstep: Class 12 contains 7186 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32691 members 
Mstep: Class 17 contains 25013 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31598 members 
Mstep: Class 20 contains 12018 members 
Mstep: Class 21 contains 79988 members 
Entering Unmasked Estep 
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Iteration 71Q: 21 clusters Score -8.942331e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87990 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21588 members 
Mstep: Class 5 contains 32434 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 55201 members 
Mstep: Class 12 contains 7179 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32615 members 
Mstep: Class 17 contains 25020 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31523 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 80014 members 
Entering Unmasked Estep 
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Iteration 72Q: 21 clusters Score -8.942326e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87972 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21614 members 
Mstep: Class 5 contains 32467 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 36180 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 55240 members 
Mstep: Class 12 contains 7181 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32535 members 
Mstep: Class 17 contains 25022 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31456 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 80057 members 
Entering Unmasked Estep 
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Iteration 73Q: 21 clusters Score -8.942337e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87952 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21634 members 
Mstep: Class 5 contains 32506 members 
Mstep: Class 6 contains 13066 members 
Mstep: Class 7 contains 36203 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 55297 members 
Mstep: Class 12 contains 7173 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32464 members 
Mstep: Class 17 contains 25020 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31376 members 
Mstep: Class 20 contains 12039 members 
Mstep: Class 21 contains 80095 members 
Entering Unmasked Estep 
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Iteration 74Q: 21 clusters Score -8.942337e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87934 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21659 members 
Mstep: Class 5 contains 32535 members 
Mstep: Class 6 contains 13059 members 
Mstep: Class 7 contains 36223 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 55355 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32395 members 
Mstep: Class 17 contains 25023 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31311 members 
Mstep: Class 20 contains 12039 members 
Mstep: Class 21 contains 80123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423320.000000 Penalty: 159238.796875
Iteration 75Q: 21 clusters Score -8.942332e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87910 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21674 members 
Mstep: Class 5 contains 32570 members 
Mstep: Class 6 contains 13053 members 
Mstep: Class 7 contains 36247 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 55410 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32311 members 
Mstep: Class 17 contains 25026 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31251 members 
Mstep: Class 20 contains 12044 members 
Mstep: Class 21 contains 80161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423216.000000 Penalty: 159238.796875
Iteration 76Q: 21 clusters Score -8.942322e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87901 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21690 members 
Mstep: Class 5 contains 32610 members 
Mstep: Class 6 contains 13044 members 
Mstep: Class 7 contains 36261 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 55470 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32234 members 
Mstep: Class 17 contains 25026 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31163 members 
Mstep: Class 20 contains 12043 members 
Mstep: Class 21 contains 80215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423296.000000 Penalty: 159238.796875
Iteration 77Q: 21 clusters Score -8.94233e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87901 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21700 members 
Mstep: Class 5 contains 32636 members 
Mstep: Class 6 contains 13033 members 
Mstep: Class 7 contains 36275 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 55529 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32145 members 
Mstep: Class 17 contains 25022 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31089 members 
Mstep: Class 20 contains 12049 members 
Mstep: Class 21 contains 80277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423120.000000 Penalty: 159238.796875
Iteration 78Q: 21 clusters Score -8.942312e+07 nChanged 248
Entering ConstructFrom: 
Score: -89423120.000000 Penalty: 159238.796875
Entering ConstructFrom: 
Trying to split cluster 1 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -128736.531250 Penalty: 4018.631348
	Iteration 0F: 2 clusters Score -128736.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -125168.671875 Penalty: 8037.262695
	Iteration 0F: 3 clusters Score -125168.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -125538.867188 Penalty: 8037.262695
	Iteration 1F: 3 clusters Score -125538.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -125823.726562 Penalty: 8037.262695
	Iteration 2F: 3 clusters Score -125823.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -126017.828125 Penalty: 8037.262695
	Iteration 3Q: 3 clusters Score -126017.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -126235.445312 Penalty: 8037.262695
	Iteration 4F: 3 clusters Score -126235.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -126486.687500 Penalty: 8037.262695
	Iteration 5Q: 3 clusters Score -126486.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126664.031250 Penalty: 8037.262695
	Iteration 6Q: 3 clusters Score -126664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126841.921875 Penalty: 8037.262695
	Iteration 7Q: 3 clusters Score -126841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -127052.523438 Penalty: 8037.262695
	Iteration 8Q: 3 clusters Score -127052.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -127361.289062 Penalty: 8037.262695
	Iteration 9Q: 3 clusters Score -127361.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -127593.234375 Penalty: 8037.262695
	Iteration 10Q: 3 clusters Score -127593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -127642.046875 Penalty: 8037.262695
	Iteration 11Q: 3 clusters Score -127642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -127708.820312 Penalty: 8037.262695
	Iteration 12Q: 3 clusters Score -127708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127739.156250 Penalty: 8037.262695
	Iteration 13Q: 3 clusters Score -127739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -127766.859375 Penalty: 8037.262695
	Iteration 14Q: 3 clusters Score -127766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -127782.046875 Penalty: 8037.262695
	Iteration 15Q: 3 clusters Score -127782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -127797.101562 Penalty: 8037.262695
	Iteration 16Q: 3 clusters Score -127797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -127807.382812 Penalty: 8037.262695
	Iteration 17F: 3 clusters Score -127807.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -127819.656250 Penalty: 8037.262695
	Iteration 18Q: 3 clusters Score -127819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127848.617188 Penalty: 8037.262695
	Iteration 19Q: 3 clusters Score -127848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -127894.625000 Penalty: 8037.262695
	Iteration 20F: 3 clusters Score -127894.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -127935.398438 Penalty: 8037.262695
	Iteration 21Q: 3 clusters Score -127935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -128002.632812 Penalty: 8037.262695
	Iteration 22Q: 3 clusters Score -128002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128008.132812 Penalty: 8037.262695
	Iteration 23Q: 3 clusters Score -128008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -128022.718750 Penalty: 8037.262695
	Iteration 24Q: 3 clusters Score -128022.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -128106.117188 Penalty: 8037.262695
	Iteration 25Q: 3 clusters Score -128106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128163.015625 Penalty: 8037.262695
	Iteration 26Q: 3 clusters Score -128163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128163.015625 Penalty: 8037.262695
	Iteration 27F: 3 clusters Score -128163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (87895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Entering Unmasked Estep 
Score: -18065722.000000 Penalty: 6972.637207
	Iteration 0F: 2 clusters Score -1.806572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -18005540.000000 Penalty: 13945.274414
	Iteration 0F: 3 clusters Score -1.800554e+07 nChanged 39954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -18027142.000000 Penalty: 13945.274414
	Iteration 1F: 3 clusters Score -1.802714e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -18028130.000000 Penalty: 13945.274414
	Iteration 2Q: 3 clusters Score -1.802813e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -18029336.000000 Penalty: 13945.274414
	Iteration 3Q: 3 clusters Score -1.802934e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -18030640.000000 Penalty: 13945.274414
	Iteration 4Q: 3 clusters Score -1.803064e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -18032344.000000 Penalty: 13945.274414
	Iteration 5Q: 3 clusters Score -1.803234e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -18034894.000000 Penalty: 13945.274414
	Iteration 6F: 3 clusters Score -1.803489e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -18039006.000000 Penalty: 13945.274414
	Iteration 7F: 3 clusters Score -1.803901e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -18044594.000000 Penalty: 13945.274414
	Iteration 8F: 3 clusters Score -1.804459e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -18050772.000000 Penalty: 13945.274414
	Iteration 9F: 3 clusters Score -1.805077e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -18055224.000000 Penalty: 13945.274414
	Iteration 10F: 3 clusters Score -1.805522e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -18057600.000000 Penalty: 13945.274414
	Iteration 11Q: 3 clusters Score -1.80576e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -18058594.000000 Penalty: 13945.274414
	Iteration 12Q: 3 clusters Score -1.805859e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18059004.000000 Penalty: 13945.274414
	Iteration 13Q: 3 clusters Score -1.8059e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18059204.000000 Penalty: 13945.274414
	Iteration 14Q: 3 clusters Score -1.80592e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -18059302.000000 Penalty: 13945.274414
	Iteration 15Q: 3 clusters Score -1.80593e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -18059398.000000 Penalty: 13945.274414
	Iteration 16Q: 3 clusters Score -1.80594e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -18059430.000000 Penalty: 13945.274414
	Iteration 17Q: 3 clusters Score -1.805943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -18059474.000000 Penalty: 13945.274414
	Iteration 18Q: 3 clusters Score -1.805947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -18059476.000000 Penalty: 13945.274414
	Iteration 19Q: 3 clusters Score -1.805948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -18059496.000000 Penalty: 13945.274414
	Iteration 20F: 3 clusters Score -1.80595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -18059502.000000 Penalty: 13945.274414
	Iteration 21Q: 3 clusters Score -1.80595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -18059514.000000 Penalty: 13945.274414
	Iteration 22Q: 3 clusters Score -1.805951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87390 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -18059522.000000 Penalty: 13945.274414
	Iteration 23Q: 3 clusters Score -1.805952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18059522.000000 Penalty: 13945.274414
	Iteration 24Q: 3 clusters Score -1.805952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18059522.000000 Penalty: 13945.274414
	Iteration 25F: 3 clusters Score -1.805952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -228444.093750 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -228444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -224234.984375 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -224235 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -225074.203125 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -225074.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -225530.500000 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -225530.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -225946.046875 Penalty: 8772.036133
	Iteration 3F: 3 clusters Score -225946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -226360.046875 Penalty: 8772.036133
	Iteration 4F: 3 clusters Score -226360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -226568.750000 Penalty: 8772.036133
	Iteration 5Q: 3 clusters Score -226568.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -226756.718750 Penalty: 8772.036133
	Iteration 6Q: 3 clusters Score -226756.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -226829.234375 Penalty: 8772.036133
	Iteration 7Q: 3 clusters Score -226829.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -226886.281250 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -226886.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -226954.609375 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -226954.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -227027.968750 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -227028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -227090.843750 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -227090.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -227168.250000 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -227168.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -227249.609375 Penalty: 8772.036133
	Iteration 13Q: 3 clusters Score -227249.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -227285.890625 Penalty: 8772.036133
	Iteration 14Q: 3 clusters Score -227285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -227305.046875 Penalty: 8772.036133
	Iteration 15Q: 3 clusters Score -227305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -227327.375000 Penalty: 8772.036133
	Iteration 16Q: 3 clusters Score -227327.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -227358.328125 Penalty: 8772.036133
	Iteration 17Q: 3 clusters Score -227358.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -227389.562500 Penalty: 8772.036133
	Iteration 18Q: 3 clusters Score -227389.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -227419.812500 Penalty: 8772.036133
	Iteration 19Q: 3 clusters Score -227419.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -227443.625000 Penalty: 8772.036133
	Iteration 20F: 3 clusters Score -227443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -227475.796875 Penalty: 8772.036133
	Iteration 21Q: 3 clusters Score -227475.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227510.234375 Penalty: 8772.036133
	Iteration 22Q: 3 clusters Score -227510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -227551.593750 Penalty: 8772.036133
	Iteration 23Q: 3 clusters Score -227551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -227596.593750 Penalty: 8772.036133
	Iteration 24Q: 3 clusters Score -227596.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -227662.750000 Penalty: 8772.036133
	Iteration 25Q: 3 clusters Score -227662.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -227808.250000 Penalty: 8772.036133
	Iteration 26Q: 3 clusters Score -227808.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -228029.515625 Penalty: 8772.036133
	Iteration 27Q: 3 clusters Score -228029.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -228181.484375 Penalty: 8772.036133
	Iteration 28Q: 3 clusters Score -228181.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -228212.015625 Penalty: 8772.036133
	Iteration 29Q: 3 clusters Score -228212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -228217.656250 Penalty: 8772.036133
	Iteration 30Q: 3 clusters Score -228217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -228225.953125 Penalty: 8772.036133
	Iteration 31Q: 3 clusters Score -228226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -228242.828125 Penalty: 8772.036133
	Iteration 32Q: 3 clusters Score -228242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -228266.468750 Penalty: 8772.036133
	Iteration 33Q: 3 clusters Score -228266.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -228307.515625 Penalty: 8772.036133
	Iteration 34Q: 3 clusters Score -228307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -228331.703125 Penalty: 8772.036133
	Iteration 35Q: 3 clusters Score -228331.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -228340.328125 Penalty: 8772.036133
	Iteration 36Q: 3 clusters Score -228340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -228340.328125 Penalty: 8772.036133
	Iteration 37F: 3 clusters Score -228340.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Entering Unmasked Estep 
Score: -4479757.000000 Penalty: 6116.164551
	Iteration 0F: 2 clusters Score -4479757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -4462204.000000 Penalty: 12232.329102
	Iteration 0F: 3 clusters Score -4462204 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4467310.000000 Penalty: 12232.329102
	Iteration 1F: 3 clusters Score -4467310 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -4468144.000000 Penalty: 12232.329102
	Iteration 2F: 3 clusters Score -4468144 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -4468860.500000 Penalty: 12232.329102
	Iteration 3F: 3 clusters Score -4468860 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4469435.000000 Penalty: 12232.329102
	Iteration 4Q: 3 clusters Score -4469435 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -4469929.000000 Penalty: 12232.329102
	Iteration 5Q: 3 clusters Score -4469929 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -4470413.500000 Penalty: 12232.329102
	Iteration 6Q: 3 clusters Score -4470414 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4470956.500000 Penalty: 12232.329102
	Iteration 7Q: 3 clusters Score -4470956 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -4471493.500000 Penalty: 12232.329102
	Iteration 8Q: 3 clusters Score -4471494 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -4472092.000000 Penalty: 12232.329102
	Iteration 9Q: 3 clusters Score -4472092 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4472726.500000 Penalty: 12232.329102
	Iteration 10Q: 3 clusters Score -4472726 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -4473277.000000 Penalty: 12232.329102
	Iteration 11Q: 3 clusters Score -4473277 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4473738.500000 Penalty: 12232.329102
	Iteration 12Q: 3 clusters Score -4473738 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -4474116.000000 Penalty: 12232.329102
	Iteration 13Q: 3 clusters Score -4474116 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -4474356.000000 Penalty: 12232.329102
	Iteration 14Q: 3 clusters Score -4474356 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4474493.000000 Penalty: 12232.329102
	Iteration 15Q: 3 clusters Score -4474493 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -4474585.500000 Penalty: 12232.329102
	Iteration 16Q: 3 clusters Score -4474586 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4474654.000000 Penalty: 12232.329102
	Iteration 17Q: 3 clusters Score -4474654 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4474706.500000 Penalty: 12232.329102
	Iteration 18Q: 3 clusters Score -4474706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4474729.500000 Penalty: 12232.329102
	Iteration 19Q: 3 clusters Score -4474730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4474763.000000 Penalty: 12232.329102
	Iteration 20F: 3 clusters Score -4474763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4474791.000000 Penalty: 12232.329102
	Iteration 21Q: 3 clusters Score -4474791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4474812.500000 Penalty: 12232.329102
	Iteration 22Q: 3 clusters Score -4474812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4474824.000000 Penalty: 12232.329102
	Iteration 23Q: 3 clusters Score -4474824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4474852.000000 Penalty: 12232.329102
	Iteration 24Q: 3 clusters Score -4474852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -4474855.500000 Penalty: 12232.329102
	Iteration 25Q: 3 clusters Score -4474856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4474859.000000 Penalty: 12232.329102
	Iteration 26Q: 3 clusters Score -4474859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4474868.500000 Penalty: 12232.329102
	Iteration 27Q: 3 clusters Score -4474868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -4474886.500000 Penalty: 12232.329102
	Iteration 28Q: 3 clusters Score -4474886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4474887.500000 Penalty: 12232.329102
	Iteration 29Q: 3 clusters Score -4474888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4474895.500000 Penalty: 12232.329102
	Iteration 30Q: 3 clusters Score -4474896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4474905.000000 Penalty: 12232.329102
	Iteration 31Q: 3 clusters Score -4474905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4474909.000000 Penalty: 12232.329102
	Iteration 32Q: 3 clusters Score -4474909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -4474908.000000 Penalty: 12232.329102
	Iteration 33Q: 3 clusters Score -4474908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4474910.500000 Penalty: 12232.329102
	Iteration 34Q: 3 clusters Score -4474910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -4474910.500000 Penalty: 12232.329102
	Iteration 35Q: 3 clusters Score -4474910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4474912.500000 Penalty: 12232.329102
	Iteration 36Q: 3 clusters Score -4474912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -4474919.000000 Penalty: 12232.329102
	Iteration 37Q: 3 clusters Score -4474919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4474911.500000 Penalty: 12232.329102
	Iteration 38Q: 3 clusters Score -4474912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -4474908.500000 Penalty: 12232.329102
	Iteration 39Q: 3 clusters Score -4474908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4474912.500000 Penalty: 12232.329102
	Iteration 40F: 3 clusters Score -4474912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4474911.000000 Penalty: 12232.329102
	Iteration 41Q: 3 clusters Score -4474911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4474912.000000 Penalty: 12232.329102
	Iteration 42Q: 3 clusters Score -4474912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4474911.500000 Penalty: 12232.329102
	Iteration 43Q: 3 clusters Score -4474912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -4474904.500000 Penalty: 12232.329102
	Iteration 44Q: 3 clusters Score -4474904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4474907.500000 Penalty: 12232.329102
	Iteration 45Q: 3 clusters Score -4474908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4474907.500000 Penalty: 12232.329102
	Iteration 46F: 3 clusters Score -4474908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Entering Unmasked Estep 
Score: -6406493.000000 Penalty: 6366.155273
	Iteration 0F: 2 clusters Score -6406493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -6382036.000000 Penalty: 12732.310547
	Iteration 0F: 3 clusters Score -6382036 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -6389799.500000 Penalty: 12732.310547
	Iteration 1F: 3 clusters Score -6389800 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -6391249.500000 Penalty: 12732.310547
	Iteration 2F: 3 clusters Score -6391250 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -6392673.000000 Penalty: 12732.310547
	Iteration 3F: 3 clusters Score -6392673 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -6394139.500000 Penalty: 12732.310547
	Iteration 4F: 3 clusters Score -6394140 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -6395428.000000 Penalty: 12732.310547
	Iteration 5F: 3 clusters Score -6395428 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -6396525.500000 Penalty: 12732.310547
	Iteration 6F: 3 clusters Score -6396526 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -6397311.000000 Penalty: 12732.310547
	Iteration 7Q: 3 clusters Score -6397311 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -6397982.500000 Penalty: 12732.310547
	Iteration 8Q: 3 clusters Score -6397982 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -6398555.500000 Penalty: 12732.310547
	Iteration 9Q: 3 clusters Score -6398556 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -6398943.500000 Penalty: 12732.310547
	Iteration 10Q: 3 clusters Score -6398944 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -6399274.000000 Penalty: 12732.310547
	Iteration 11Q: 3 clusters Score -6399274 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -6399541.000000 Penalty: 12732.310547
	Iteration 12Q: 3 clusters Score -6399541 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -6399706.500000 Penalty: 12732.310547
	Iteration 13Q: 3 clusters Score -6399706 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -6399920.000000 Penalty: 12732.310547
	Iteration 14Q: 3 clusters Score -6399920 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -6400041.500000 Penalty: 12732.310547
	Iteration 15Q: 3 clusters Score -6400042 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -6400195.500000 Penalty: 12732.310547
	Iteration 16Q: 3 clusters Score -6400196 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -6400306.000000 Penalty: 12732.310547
	Iteration 17Q: 3 clusters Score -6400306 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -6400387.000000 Penalty: 12732.310547
	Iteration 18Q: 3 clusters Score -6400387 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -6400519.000000 Penalty: 12732.310547
	Iteration 19Q: 3 clusters Score -6400519 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -6400622.000000 Penalty: 12732.310547
	Iteration 20F: 3 clusters Score -6400622 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -6400683.000000 Penalty: 12732.310547
	Iteration 21Q: 3 clusters Score -6400683 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -6400752.500000 Penalty: 12732.310547
	Iteration 22Q: 3 clusters Score -6400752 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -6400789.500000 Penalty: 12732.310547
	Iteration 23Q: 3 clusters Score -6400790 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -6400831.500000 Penalty: 12732.310547
	Iteration 24Q: 3 clusters Score -6400832 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -6400872.500000 Penalty: 12732.310547
	Iteration 25Q: 3 clusters Score -6400872 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -6400951.500000 Penalty: 12732.310547
	Iteration 26Q: 3 clusters Score -6400952 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -6400970.500000 Penalty: 12732.310547
	Iteration 27Q: 3 clusters Score -6400970 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -6400992.500000 Penalty: 12732.310547
	Iteration 28Q: 3 clusters Score -6400992 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -6401029.000000 Penalty: 12732.310547
	Iteration 29Q: 3 clusters Score -6401029 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -6401052.500000 Penalty: 12732.310547
	Iteration 30Q: 3 clusters Score -6401052 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -6401071.500000 Penalty: 12732.310547
	Iteration 31Q: 3 clusters Score -6401072 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -6401105.000000 Penalty: 12732.310547
	Iteration 32Q: 3 clusters Score -6401105 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -6401160.000000 Penalty: 12732.310547
	Iteration 33Q: 3 clusters Score -6401160 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -6401166.500000 Penalty: 12732.310547
	Iteration 34Q: 3 clusters Score -6401166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -6401180.500000 Penalty: 12732.310547
	Iteration 35Q: 3 clusters Score -6401180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -6401198.500000 Penalty: 12732.310547
	Iteration 36Q: 3 clusters Score -6401198 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -6401201.500000 Penalty: 12732.310547
	Iteration 37Q: 3 clusters Score -6401202 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -6401236.500000 Penalty: 12732.310547
	Iteration 38Q: 3 clusters Score -6401236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -6401247.000000 Penalty: 12732.310547
	Iteration 39Q: 3 clusters Score -6401247 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -6401259.500000 Penalty: 12732.310547
	Iteration 40F: 3 clusters Score -6401260 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -6401285.500000 Penalty: 12732.310547
	Iteration 41Q: 3 clusters Score -6401286 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -6401301.500000 Penalty: 12732.310547
	Iteration 42Q: 3 clusters Score -6401302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -6401334.000000 Penalty: 12732.310547
	Iteration 43Q: 3 clusters Score -6401334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -6401350.000000 Penalty: 12732.310547
	Iteration 44Q: 3 clusters Score -6401350 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -6401368.000000 Penalty: 12732.310547
	Iteration 45Q: 3 clusters Score -6401368 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -6401398.000000 Penalty: 12732.310547
	Iteration 46Q: 3 clusters Score -6401398 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -6401428.000000 Penalty: 12732.310547
	Iteration 47Q: 3 clusters Score -6401428 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -6401479.000000 Penalty: 12732.310547
	Iteration 48Q: 3 clusters Score -6401479 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -6401534.500000 Penalty: 12732.310547
	Iteration 49Q: 3 clusters Score -6401534 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -6401581.000000 Penalty: 12732.310547
	Iteration 50Q: 3 clusters Score -6401581 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -6401644.500000 Penalty: 12732.310547
	Iteration 51Q: 3 clusters Score -6401644 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -6401742.500000 Penalty: 12732.310547
	Iteration 52Q: 3 clusters Score -6401742 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -6401820.500000 Penalty: 12732.310547
	Iteration 53Q: 3 clusters Score -6401820 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -6401873.000000 Penalty: 12732.310547
	Iteration 54Q: 3 clusters Score -6401873 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -6401932.500000 Penalty: 12732.310547
	Iteration 55Q: 3 clusters Score -6401932 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -6401986.500000 Penalty: 12732.310547
	Iteration 56Q: 3 clusters Score -6401986 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6402046 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -6402092.500000 Penalty: 12732.310547
	Iteration 58Q: 3 clusters Score -6402092 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -6402128.500000 Penalty: 12732.310547
	Iteration 59Q: 3 clusters Score -6402128 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -6402155.500000 Penalty: 12732.310547
	Iteration 60F: 3 clusters Score -6402156 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -6402179.000000 Penalty: 12732.310547
	Iteration 61Q: 3 clusters Score -6402179 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -6402228.500000 Penalty: 12732.310547
	Iteration 62Q: 3 clusters Score -6402228 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -6402236.500000 Penalty: 12732.310547
	Iteration 63Q: 3 clusters Score -6402236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -6402276.500000 Penalty: 12732.310547
	Iteration 64Q: 3 clusters Score -6402276 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -6402327.000000 Penalty: 12732.310547
	Iteration 65Q: 3 clusters Score -6402327 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -6402355.000000 Penalty: 12732.310547
	Iteration 66Q: 3 clusters Score -6402355 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6402404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6402449 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -6402494.500000 Penalty: 12732.310547
	Iteration 69Q: 3 clusters Score -6402494 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -6402529.500000 Penalty: 12732.310547
	Iteration 70Q: 3 clusters Score -6402530 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -6402604.000000 Penalty: 12732.310547
	Iteration 71Q: 3 clusters Score -6402604 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -6402698.500000 Penalty: 12732.310547
	Iteration 72Q: 3 clusters Score -6402698 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -6402727.500000 Penalty: 12732.310547
	Iteration 73Q: 3 clusters Score -6402728 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6402794 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -6402877.000000 Penalty: 12732.310547
	Iteration 75Q: 3 clusters Score -6402877 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -6402931.500000 Penalty: 12732.310547
	Iteration 76Q: 3 clusters Score -6402932 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -6403020.000000 Penalty: 12732.310547
	Iteration 77Q: 3 clusters Score -6403020 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -6403087.500000 Penalty: 12732.310547
	Iteration 78Q: 3 clusters Score -6403088 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -6403158.500000 Penalty: 12732.310547
	Iteration 79Q: 3 clusters Score -6403158 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -6403244.500000 Penalty: 12732.310547
	Iteration 80F: 3 clusters Score -6403244 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6403300 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6403369 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -6403430.500000 Penalty: 12732.310547
	Iteration 83Q: 3 clusters Score -6403430 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -6403490.500000 Penalty: 12732.310547
	Iteration 84Q: 3 clusters Score -6403490 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -6403551.000000 Penalty: 12732.310547
	Iteration 85Q: 3 clusters Score -6403551 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -6403644.500000 Penalty: 12732.310547
	Iteration 86Q: 3 clusters Score -6403644 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -6403720.500000 Penalty: 12732.310547
	Iteration 87Q: 3 clusters Score -6403720 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6403773 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -6403846.000000 Penalty: 12732.310547
	Iteration 89Q: 3 clusters Score -6403846 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -6403924.500000 Penalty: 12732.310547
	Iteration 90Q: 3 clusters Score -6403924 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -6403989.500000 Penalty: 12732.310547
	Iteration 91Q: 3 clusters Score -6403990 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -6404043.500000 Penalty: 12732.310547
	Iteration 92Q: 3 clusters Score -6404044 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -6404092.500000 Penalty: 12732.310547
	Iteration 93Q: 3 clusters Score -6404092 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -6404113.500000 Penalty: 12732.310547
	Iteration 94Q: 3 clusters Score -6404114 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -6404173.000000 Penalty: 12732.310547
	Iteration 95Q: 3 clusters Score -6404173 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -6404244.000000 Penalty: 12732.310547
	Iteration 96Q: 3 clusters Score -6404244 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -6404293.500000 Penalty: 12732.310547
	Iteration 97Q: 3 clusters Score -6404294 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -6404362.500000 Penalty: 12732.310547
	Iteration 98Q: 3 clusters Score -6404362 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -6404430.500000 Penalty: 12732.310547
	Iteration 99Q: 3 clusters Score -6404430 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -6404486.500000 Penalty: 12732.310547
	Iteration 100F: 3 clusters Score -6404486 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -6404526.000000 Penalty: 12732.310547
	Iteration 101Q: 3 clusters Score -6404526 nChanged 200
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Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -6404605.500000 Penalty: 12732.310547
	Iteration 102Q: 3 clusters Score -6404606 nChanged 179
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Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -6404671.000000 Penalty: 12732.310547
	Iteration 103Q: 3 clusters Score -6404671 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -6404699.500000 Penalty: 12732.310547
	Iteration 104Q: 3 clusters Score -6404700 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -6404742.000000 Penalty: 12732.310547
	Iteration 105Q: 3 clusters Score -6404742 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6404793 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -6404827.500000 Penalty: 12732.310547
	Iteration 107Q: 3 clusters Score -6404828 nChanged 144
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Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -6404902.500000 Penalty: 12732.310547
	Iteration 108Q: 3 clusters Score -6404902 nChanged 120
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Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -6404921.000000 Penalty: 12732.310547
	Iteration 109Q: 3 clusters Score -6404921 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -6404960.000000 Penalty: 12732.310547
	Iteration 110Q: 3 clusters Score -6404960 nChanged 108
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Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -6404990.500000 Penalty: 12732.310547
	Iteration 111Q: 3 clusters Score -6404990 nChanged 116
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Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -6405034.000000 Penalty: 12732.310547
	Iteration 112Q: 3 clusters Score -6405034 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6405034 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -6405074.500000 Penalty: 12732.310547
	Iteration 114Q: 3 clusters Score -6405074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6405074 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -6405082.500000 Penalty: 12732.310547
	Iteration 116Q: 3 clusters Score -6405082 nChanged 37
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Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -6405085.000000 Penalty: 12732.310547
	Iteration 117Q: 3 clusters Score -6405085 nChanged 29
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Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -6405108.500000 Penalty: 12732.310547
	Iteration 118Q: 3 clusters Score -6405108 nChanged 24
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Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -6405104.500000 Penalty: 12732.310547
	Iteration 119Q: 3 clusters Score -6405104 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26091 members 
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Entering Unmasked Estep 
Score: -6405104.500000 Penalty: 12732.310547
	Iteration 120F: 3 clusters Score -6405104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -6405108.500000 Penalty: 12732.310547
	Iteration 121Q: 3 clusters Score -6405108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -6405109.000000 Penalty: 12732.310547
	Iteration 122Q: 3 clusters Score -6405109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -6405119.000000 Penalty: 12732.310547
	Iteration 123Q: 3 clusters Score -6405119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -6405117.000000 Penalty: 12732.310547
	Iteration 124Q: 3 clusters Score -6405117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -6405127.000000 Penalty: 12732.310547
	Iteration 125Q: 3 clusters Score -6405127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -6405125.000000 Penalty: 12732.310547
	Iteration 126Q: 3 clusters Score -6405125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -6405125.000000 Penalty: 12732.310547
	Iteration 127Q: 3 clusters Score -6405125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -6405130.000000 Penalty: 12732.310547
	Iteration 128Q: 3 clusters Score -6405130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -6405130.000000 Penalty: 12732.310547
	Iteration 129Q: 3 clusters Score -6405130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -6405149.500000 Penalty: 12732.310547
	Iteration 130Q: 3 clusters Score -6405150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -6405156.000000 Penalty: 12732.310547
	Iteration 131Q: 3 clusters Score -6405156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -6405154.000000 Penalty: 12732.310547
	Iteration 132Q: 3 clusters Score -6405154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -6405166.500000 Penalty: 12732.310547
	Iteration 133Q: 3 clusters Score -6405166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -6405166.000000 Penalty: 12732.310547
	Iteration 134Q: 3 clusters Score -6405166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -6405177.500000 Penalty: 12732.310547
	Iteration 135Q: 3 clusters Score -6405178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -6405186.500000 Penalty: 12732.310547
	Iteration 136Q: 3 clusters Score -6405186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -6405180.000000 Penalty: 12732.310547
	Iteration 137Q: 3 clusters Score -6405180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -6405173.000000 Penalty: 12732.310547
	Iteration 138Q: 3 clusters Score -6405173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -6405170.500000 Penalty: 12732.310547
	Iteration 139Q: 3 clusters Score -6405170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -6405173.000000 Penalty: 12732.310547
	Iteration 140F: 3 clusters Score -6405173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -6405165.000000 Penalty: 12732.310547
	Iteration 141Q: 3 clusters Score -6405165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -6405174.000000 Penalty: 12732.310547
	Iteration 142Q: 3 clusters Score -6405174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -6405165.500000 Penalty: 12732.310547
	Iteration 143Q: 3 clusters Score -6405166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -6405170.500000 Penalty: 12732.310547
	Iteration 144Q: 3 clusters Score -6405170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -6405170.500000 Penalty: 12732.310547
	Iteration 145F: 3 clusters Score -6405170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2634594.750000 Penalty: 5803.302246
	Iteration 0F: 2 clusters Score -2634595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2622454.750000 Penalty: 11606.604492
	Iteration 0F: 3 clusters Score -2622455 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2625574.000000 Penalty: 11606.604492
	Iteration 1F: 3 clusters Score -2625574 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2626578.500000 Penalty: 11606.604492
	Iteration 2F: 3 clusters Score -2626578 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2627325.000000 Penalty: 11606.604492
	Iteration 3F: 3 clusters Score -2627325 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2627981.750000 Penalty: 11606.604492
	Iteration 4F: 3 clusters Score -2627982 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2628607.500000 Penalty: 11606.604492
	Iteration 5F: 3 clusters Score -2628608 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2629226.250000 Penalty: 11606.604492
	Iteration 6F: 3 clusters Score -2629226 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2629705.250000 Penalty: 11606.604492
	Iteration 7Q: 3 clusters Score -2629705 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2630137.250000 Penalty: 11606.604492
	Iteration 8Q: 3 clusters Score -2630137 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2630497.500000 Penalty: 11606.604492
	Iteration 9Q: 3 clusters Score -2630498 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2630772.000000 Penalty: 11606.604492
	Iteration 10Q: 3 clusters Score -2630772 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2630974.000000 Penalty: 11606.604492
	Iteration 11Q: 3 clusters Score -2630974 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2631101.750000 Penalty: 11606.604492
	Iteration 12Q: 3 clusters Score -2631102 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2631205.250000 Penalty: 11606.604492
	Iteration 13Q: 3 clusters Score -2631205 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2631282.750000 Penalty: 11606.604492
	Iteration 14Q: 3 clusters Score -2631283 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2631354.500000 Penalty: 11606.604492
	Iteration 15Q: 3 clusters Score -2631354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2631402.500000 Penalty: 11606.604492
	Iteration 16Q: 3 clusters Score -2631402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2631429.000000 Penalty: 11606.604492
	Iteration 17Q: 3 clusters Score -2631429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2631465.750000 Penalty: 11606.604492
	Iteration 18Q: 3 clusters Score -2631466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2631488.000000 Penalty: 11606.604492
	Iteration 19Q: 3 clusters Score -2631488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2631505.000000 Penalty: 11606.604492
	Iteration 20F: 3 clusters Score -2631505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2631517.250000 Penalty: 11606.604492
	Iteration 21Q: 3 clusters Score -2631517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2631524.750000 Penalty: 11606.604492
	Iteration 22Q: 3 clusters Score -2631525 nChanged 20
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: -2631536.250000 Penalty: 11606.604492
	Iteration 23Q: 3 clusters Score -2631536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2631549.250000 Penalty: 11606.604492
	Iteration 24Q: 3 clusters Score -2631549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2631552.250000 Penalty: 11606.604492
	Iteration 25Q: 3 clusters Score -2631552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2631552.750000 Penalty: 11606.604492
	Iteration 26Q: 3 clusters Score -2631553 nChanged 4
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: -2631555.750000 Penalty: 11606.604492
	Iteration 27Q: 3 clusters Score -2631556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2631556.500000 Penalty: 11606.604492
	Iteration 28Q: 3 clusters Score -2631556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2631554.500000 Penalty: 11606.604492
	Iteration 29Q: 3 clusters Score -2631554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2631557.500000 Penalty: 11606.604492
	Iteration 30Q: 3 clusters Score -2631558 nChanged 2
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: -2631565.500000 Penalty: 11606.604492
	Iteration 31Q: 3 clusters Score -2631566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2631564.750000 Penalty: 11606.604492
	Iteration 32Q: 3 clusters Score -2631565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2631567.500000 Penalty: 11606.604492
	Iteration 33Q: 3 clusters Score -2631568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2631563.500000 Penalty: 11606.604492
	Iteration 34Q: 3 clusters Score -2631564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2631563.500000 Penalty: 11606.604492
	Iteration 35F: 3 clusters Score -2631564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Entering Unmasked Estep 
Score: -7517273.500000 Penalty: 6430.735352
	Iteration 0F: 2 clusters Score -7517274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -7490365.500000 Penalty: 12861.470703
	Iteration 0F: 3 clusters Score -7490366 nChanged 15682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -7498681.000000 Penalty: 12861.470703
	Iteration 1F: 3 clusters Score -7498681 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -7499745.500000 Penalty: 12861.470703
	Iteration 2F: 3 clusters Score -7499746 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -7500769.000000 Penalty: 12861.470703
	Iteration 3F: 3 clusters Score -7500769 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -7501884.500000 Penalty: 12861.470703
	Iteration 4F: 3 clusters Score -7501884 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -7503237.000000 Penalty: 12861.470703
	Iteration 5F: 3 clusters Score -7503237 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -7504685.500000 Penalty: 12861.470703
	Iteration 6F: 3 clusters Score -7504686 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -7506020.500000 Penalty: 12861.470703
	Iteration 7F: 3 clusters Score -7506020 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -7507190.500000 Penalty: 12861.470703
	Iteration 8Q: 3 clusters Score -7507190 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -7508054.500000 Penalty: 12861.470703
	Iteration 9Q: 3 clusters Score -7508054 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -7508736.000000 Penalty: 12861.470703
	Iteration 10Q: 3 clusters Score -7508736 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -7509198.500000 Penalty: 12861.470703
	Iteration 11Q: 3 clusters Score -7509198 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -7509587.000000 Penalty: 12861.470703
	Iteration 12Q: 3 clusters Score -7509587 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -7509943.500000 Penalty: 12861.470703
	Iteration 13Q: 3 clusters Score -7509944 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -7510245.000000 Penalty: 12861.470703
	Iteration 14Q: 3 clusters Score -7510245 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -7510495.500000 Penalty: 12861.470703
	Iteration 15Q: 3 clusters Score -7510496 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -7510773.000000 Penalty: 12861.470703
	Iteration 16Q: 3 clusters Score -7510773 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -7510994.000000 Penalty: 12861.470703
	Iteration 17Q: 3 clusters Score -7510994 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -7511255.000000 Penalty: 12861.470703
	Iteration 18Q: 3 clusters Score -7511255 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -7511524.500000 Penalty: 12861.470703
	Iteration 19Q: 3 clusters Score -7511524 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -7511852.500000 Penalty: 12861.470703
	Iteration 20F: 3 clusters Score -7511852 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -7512152.000000 Penalty: 12861.470703
	Iteration 21Q: 3 clusters Score -7512152 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -7512400.500000 Penalty: 12861.470703
	Iteration 22Q: 3 clusters Score -7512400 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -7512563.500000 Penalty: 12861.470703
	Iteration 23Q: 3 clusters Score -7512564 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -7512692.500000 Penalty: 12861.470703
	Iteration 24Q: 3 clusters Score -7512692 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -7512773.000000 Penalty: 12861.470703
	Iteration 25Q: 3 clusters Score -7512773 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -7512824.000000 Penalty: 12861.470703
	Iteration 26Q: 3 clusters Score -7512824 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -7512883.000000 Penalty: 12861.470703
	Iteration 27Q: 3 clusters Score -7512883 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -7512904.500000 Penalty: 12861.470703
	Iteration 28Q: 3 clusters Score -7512904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -7512932.000000 Penalty: 12861.470703
	Iteration 29Q: 3 clusters Score -7512932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -7512962.000000 Penalty: 12861.470703
	Iteration 30Q: 3 clusters Score -7512962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -7512992.500000 Penalty: 12861.470703
	Iteration 31Q: 3 clusters Score -7512992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -7513000.500000 Penalty: 12861.470703
	Iteration 32Q: 3 clusters Score -7513000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -7512984.500000 Penalty: 12861.470703
	Iteration 33Q: 3 clusters Score -7512984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -7513011.500000 Penalty: 12861.470703
	Iteration 34Q: 3 clusters Score -7513012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -7513031.500000 Penalty: 12861.470703
	Iteration 35Q: 3 clusters Score -7513032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -7513033.500000 Penalty: 12861.470703
	Iteration 36Q: 3 clusters Score -7513034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -7513037.500000 Penalty: 12861.470703
	Iteration 37Q: 3 clusters Score -7513038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -7513036.000000 Penalty: 12861.470703
	Iteration 38Q: 3 clusters Score -7513036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -7513033.500000 Penalty: 12861.470703
	Iteration 39Q: 3 clusters Score -7513034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -7513039.500000 Penalty: 12861.470703
	Iteration 40F: 3 clusters Score -7513040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -7513037.000000 Penalty: 12861.470703
	Iteration 41Q: 3 clusters Score -7513037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -7513039.500000 Penalty: 12861.470703
	Iteration 42Q: 3 clusters Score -7513040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -7513039.500000 Penalty: 12861.470703
	Iteration 43Q: 3 clusters Score -7513040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -7513030.500000 Penalty: 12861.470703
	Iteration 44Q: 3 clusters Score -7513030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -7513031.000000 Penalty: 12861.470703
	Iteration 45Q: 3 clusters Score -7513031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -7513034.500000 Penalty: 12861.470703
	Iteration 46Q: 3 clusters Score -7513034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -7513046.000000 Penalty: 12861.470703
	Iteration 47Q: 3 clusters Score -7513046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -7513034.000000 Penalty: 12861.470703
	Iteration 48Q: 3 clusters Score -7513034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -7513024.000000 Penalty: 12861.470703
	Iteration 49Q: 3 clusters Score -7513024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -7513027.500000 Penalty: 12861.470703
	Iteration 50Q: 3 clusters Score -7513028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -7513030.000000 Penalty: 12861.470703
	Iteration 51Q: 3 clusters Score -7513030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -7513036.000000 Penalty: 12861.470703
	Iteration 52Q: 3 clusters Score -7513036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -7513034.000000 Penalty: 12861.470703
	Iteration 53Q: 3 clusters Score -7513034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -7513035.500000 Penalty: 12861.470703
	Iteration 54Q: 3 clusters Score -7513036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -7513023.000000 Penalty: 12861.470703
	Iteration 55Q: 3 clusters Score -7513023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -7513031.500000 Penalty: 12861.470703
	Iteration 56Q: 3 clusters Score -7513032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -7513037.500000 Penalty: 12861.470703
	Iteration 57Q: 3 clusters Score -7513038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -7513046.500000 Penalty: 12861.470703
	Iteration 58Q: 3 clusters Score -7513046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -7513056.000000 Penalty: 12861.470703
	Iteration 59Q: 3 clusters Score -7513056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -7513059.500000 Penalty: 12861.470703
	Iteration 60F: 3 clusters Score -7513060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -7513061.500000 Penalty: 12861.470703
	Iteration 61Q: 3 clusters Score -7513062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -7513057.000000 Penalty: 12861.470703
	Iteration 62Q: 3 clusters Score -7513057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -7513062.000000 Penalty: 12861.470703
	Iteration 63Q: 3 clusters Score -7513062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -7513062.000000 Penalty: 12861.470703
	Iteration 64F: 3 clusters Score -7513062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -267205.031250 Penalty: 4393.579590
	Iteration 0F: 2 clusters Score -267205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -262743.343750 Penalty: 8787.159180
	Iteration 0F: 3 clusters Score -262743.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -263177.125000 Penalty: 8787.159180
	Iteration 1F: 3 clusters Score -263177.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -263300.875000 Penalty: 8787.159180
	Iteration 2Q: 3 clusters Score -263300.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -263356.531250 Penalty: 8787.159180
	Iteration 3Q: 3 clusters Score -263356.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -263391.625000 Penalty: 8787.159180
	Iteration 4Q: 3 clusters Score -263391.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -263406.437500 Penalty: 8787.159180
	Iteration 5Q: 3 clusters Score -263406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -263418.906250 Penalty: 8787.159180
	Iteration 6Q: 3 clusters Score -263418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -263428.625000 Penalty: 8787.159180
	Iteration 7Q: 3 clusters Score -263428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -263432.156250 Penalty: 8787.159180
	Iteration 8Q: 3 clusters Score -263432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -263432.156250 Penalty: 8787.159180
	Iteration 9F: 3 clusters Score -263432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -176638.671875 Penalty: 4233.445312
	Iteration 0F: 2 clusters Score -176638.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -172564.859375 Penalty: 8466.890625
	Iteration 0F: 3 clusters Score -172564.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -173233.015625 Penalty: 8466.890625
	Iteration 1F: 3 clusters Score -173233 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -173735.906250 Penalty: 8466.890625
	Iteration 2F: 3 clusters Score -173735.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -174155.015625 Penalty: 8466.890625
	Iteration 3F: 3 clusters Score -174155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -174695.468750 Penalty: 8466.890625
	Iteration 4Q: 3 clusters Score -174695.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -175184.671875 Penalty: 8466.890625
	Iteration 5Q: 3 clusters Score -175184.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -175432.593750 Penalty: 8466.890625
	Iteration 6Q: 3 clusters Score -175432.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -175695.828125 Penalty: 8466.890625
	Iteration 7Q: 3 clusters Score -175695.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -175982.296875 Penalty: 8466.890625
	Iteration 8Q: 3 clusters Score -175982.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -176094.921875 Penalty: 8466.890625
	Iteration 9Q: 3 clusters Score -176094.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -176156.468750 Penalty: 8466.890625
	Iteration 10Q: 3 clusters Score -176156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -176165.578125 Penalty: 8466.890625
	Iteration 11Q: 3 clusters Score -176165.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -176196.046875 Penalty: 8466.890625
	Iteration 12Q: 3 clusters Score -176196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -176203.156250 Penalty: 8466.890625
	Iteration 13Q: 3 clusters Score -176203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -176218.156250 Penalty: 8466.890625
	Iteration 14Q: 3 clusters Score -176218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -176225.218750 Penalty: 8466.890625
	Iteration 15Q: 3 clusters Score -176225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -176227.453125 Penalty: 8466.890625
	Iteration 16Q: 3 clusters Score -176227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -176230.156250 Penalty: 8466.890625
	Iteration 17Q: 3 clusters Score -176230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -176241.093750 Penalty: 8466.890625
	Iteration 18Q: 3 clusters Score -176241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -176252.406250 Penalty: 8466.890625
	Iteration 19Q: 3 clusters Score -176252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -176283.437500 Penalty: 8466.890625
	Iteration 20F: 3 clusters Score -176283.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -176358.984375 Penalty: 8466.890625
	Iteration 21Q: 3 clusters Score -176359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -176443.468750 Penalty: 8466.890625
	Iteration 22Q: 3 clusters Score -176443.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -176575.843750 Penalty: 8466.890625
	Iteration 23Q: 3 clusters Score -176575.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -176814.546875 Penalty: 8466.890625
	Iteration 24Q: 3 clusters Score -176814.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -176975.515625 Penalty: 8466.890625
	Iteration 25Q: 3 clusters Score -176975.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -177060.593750 Penalty: 8466.890625
	Iteration 26Q: 3 clusters Score -177060.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -177115.625000 Penalty: 8466.890625
	Iteration 27Q: 3 clusters Score -177115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -177162.500000 Penalty: 8466.890625
	Iteration 28Q: 3 clusters Score -177162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -177179.187500 Penalty: 8466.890625
	Iteration 29Q: 3 clusters Score -177179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -177181.296875 Penalty: 8466.890625
	Iteration 30Q: 3 clusters Score -177181.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -177181.296875 Penalty: 8466.890625
	Iteration 31F: 3 clusters Score -177181.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87895 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21711 members 
Mstep: Class 5 contains 32654 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 36285 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 11 contains 55574 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32056 members 
Mstep: Class 17 contains 25021 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31027 members 
Mstep: Class 20 contains 12054 members 
Mstep: Class 21 contains 80352 members 
Entering Unmasked Estep 
Score: -89419944.000000 Penalty: 167200.734375
Splitting cluster 10 changes total score from -89423120.000000 to -89419944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (55574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Entering Unmasked Estep 
Score: -11521901.000000 Penalty: 6691.850586
	Iteration 0F: 2 clusters Score -1.15219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -11482485.000000 Penalty: 13383.701172
	Iteration 0F: 3 clusters Score -1.148248e+07 nChanged 24626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -11495791.000000 Penalty: 13383.701172
	Iteration 1F: 3 clusters Score -1.149579e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -11496850.000000 Penalty: 13383.701172
	Iteration 2F: 3 clusters Score -1.149685e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -11497747.000000 Penalty: 13383.701172
	Iteration 3Q: 3 clusters Score -1.149775e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -11498419.000000 Penalty: 13383.701172
	Iteration 4Q: 3 clusters Score -1.149842e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -11499004.000000 Penalty: 13383.701172
	Iteration 5Q: 3 clusters Score -1.1499e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -11499692.000000 Penalty: 13383.701172
	Iteration 6Q: 3 clusters Score -1.149969e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -11500320.000000 Penalty: 13383.701172
	Iteration 7Q: 3 clusters Score -1.150032e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -11501003.000000 Penalty: 13383.701172
	Iteration 8Q: 3 clusters Score -1.1501e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -11501763.000000 Penalty: 13383.701172
	Iteration 9Q: 3 clusters Score -1.150176e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -11502913.000000 Penalty: 13383.701172
	Iteration 10Q: 3 clusters Score -1.150291e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -11504665.000000 Penalty: 13383.701172
	Iteration 11Q: 3 clusters Score -1.150466e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -11507141.000000 Penalty: 13383.701172
	Iteration 12F: 3 clusters Score -1.150714e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -11511229.000000 Penalty: 13383.701172
	Iteration 13F: 3 clusters Score -1.151123e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -11516378.000000 Penalty: 13383.701172
	Iteration 14F: 3 clusters Score -1.151638e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -11520472.000000 Penalty: 13383.701172
	Iteration 15F: 3 clusters Score -1.152047e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -11523142.000000 Penalty: 13383.701172
	Iteration 16Q: 3 clusters Score -1.152314e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -11524511.000000 Penalty: 13383.701172
	Iteration 17Q: 3 clusters Score -1.152451e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -11525043.000000 Penalty: 13383.701172
	Iteration 18Q: 3 clusters Score -1.152504e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -11525196.000000 Penalty: 13383.701172
	Iteration 19Q: 3 clusters Score -1.15252e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -11525271.000000 Penalty: 13383.701172
	Iteration 20F: 3 clusters Score -1.152527e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -11525311.000000 Penalty: 13383.701172
	Iteration 21Q: 3 clusters Score -1.152531e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -11525329.000000 Penalty: 13383.701172
	Iteration 22Q: 3 clusters Score -1.152533e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -11525290.000000 Penalty: 13383.701172
	Iteration 23Q: 3 clusters Score -1.152529e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -11525271.000000 Penalty: 13383.701172
	Iteration 24Q: 3 clusters Score -1.152527e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -11525256.000000 Penalty: 13383.701172
	Iteration 25Q: 3 clusters Score -1.152526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -11525255.000000 Penalty: 13383.701172
	Iteration 26Q: 3 clusters Score -1.152526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -11525256.000000 Penalty: 13383.701172
	Iteration 27Q: 3 clusters Score -1.152526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -11525249.000000 Penalty: 13383.701172
	Iteration 28Q: 3 clusters Score -1.152525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -11525243.000000 Penalty: 13383.701172
	Iteration 29Q: 3 clusters Score -1.152524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -11525229.000000 Penalty: 13383.701172
	Iteration 30Q: 3 clusters Score -1.152523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -11525231.000000 Penalty: 13383.701172
	Iteration 31Q: 3 clusters Score -1.152523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -11525233.000000 Penalty: 13383.701172
	Iteration 32Q: 3 clusters Score -1.152523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -11525234.000000 Penalty: 13383.701172
	Iteration 33Q: 3 clusters Score -1.152523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -11525247.000000 Penalty: 13383.701172
	Iteration 34Q: 3 clusters Score -1.152525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -11525238.000000 Penalty: 13383.701172
	Iteration 35Q: 3 clusters Score -1.152524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -11525263.000000 Penalty: 13383.701172
	Iteration 36Q: 3 clusters Score -1.152526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -11525271.000000 Penalty: 13383.701172
	Iteration 37Q: 3 clusters Score -1.152527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -11525254.000000 Penalty: 13383.701172
	Iteration 38Q: 3 clusters Score -1.152525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -11525249.000000 Penalty: 13383.701172
	Iteration 39Q: 3 clusters Score -1.152525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -11525257.000000 Penalty: 13383.701172
	Iteration 40F: 3 clusters Score -1.152526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -11525253.000000 Penalty: 13383.701172
	Iteration 41Q: 3 clusters Score -1.152525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -11525253.000000 Penalty: 13383.701172
	Iteration 42F: 3 clusters Score -1.152525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87895 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21711 members 
Mstep: Class 5 contains 32654 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 36285 members 
Mstep: Class 8 contains 19578 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 35996 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32056 members 
Mstep: Class 17 contains 25021 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31027 members 
Mstep: Class 20 contains 12054 members 
Mstep: Class 21 contains 80352 members 
Entering Unmasked Estep 
Score: -89424992.000000 Penalty: 167200.734375
Splitting cluster 11 changes total score from -89423120.000000 to -89424992.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 12 (7169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Entering Unmasked Estep 
Score: -1441328.125000 Penalty: 5437.481934
	Iteration 0F: 2 clusters Score -1441328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1432956.125000 Penalty: 10874.963867
	Iteration 0F: 3 clusters Score -1432956 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1434494.000000 Penalty: 10874.963867
	Iteration 1F: 3 clusters Score -1434494 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1434892.375000 Penalty: 10874.963867
	Iteration 2F: 3 clusters Score -1434892 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1435148.125000 Penalty: 10874.963867
	Iteration 3Q: 3 clusters Score -1435148 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1435335.625000 Penalty: 10874.963867
	Iteration 4Q: 3 clusters Score -1435336 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1435491.375000 Penalty: 10874.963867
	Iteration 5Q: 3 clusters Score -1435491 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1435610.500000 Penalty: 10874.963867
	Iteration 6Q: 3 clusters Score -1435610 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1435726.625000 Penalty: 10874.963867
	Iteration 7Q: 3 clusters Score -1435727 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1435849.000000 Penalty: 10874.963867
	Iteration 8Q: 3 clusters Score -1435849 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1435986.000000 Penalty: 10874.963867
	Iteration 9Q: 3 clusters Score -1435986 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1436117.875000 Penalty: 10874.963867
	Iteration 10Q: 3 clusters Score -1436118 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1436244.875000 Penalty: 10874.963867
	Iteration 11Q: 3 clusters Score -1436245 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1436363.125000 Penalty: 10874.963867
	Iteration 12Q: 3 clusters Score -1436363 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1436477.000000 Penalty: 10874.963867
	Iteration 13Q: 3 clusters Score -1436477 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1436581.875000 Penalty: 10874.963867
	Iteration 14Q: 3 clusters Score -1436582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1436695.000000 Penalty: 10874.963867
	Iteration 15Q: 3 clusters Score -1436695 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1436792.625000 Penalty: 10874.963867
	Iteration 16Q: 3 clusters Score -1436793 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1436888.125000 Penalty: 10874.963867
	Iteration 17Q: 3 clusters Score -1436888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1436975.000000 Penalty: 10874.963867
	Iteration 18Q: 3 clusters Score -1436975 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1437059.250000 Penalty: 10874.963867
	Iteration 19Q: 3 clusters Score -1437059 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1437148.125000 Penalty: 10874.963867
	Iteration 20F: 3 clusters Score -1437148 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1437234.125000 Penalty: 10874.963867
	Iteration 21Q: 3 clusters Score -1437234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1437324.250000 Penalty: 10874.963867
	Iteration 22Q: 3 clusters Score -1437324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1437397.750000 Penalty: 10874.963867
	Iteration 23Q: 3 clusters Score -1437398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1437454.625000 Penalty: 10874.963867
	Iteration 24Q: 3 clusters Score -1437455 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1437499.250000 Penalty: 10874.963867
	Iteration 25Q: 3 clusters Score -1437499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1437535.750000 Penalty: 10874.963867
	Iteration 26Q: 3 clusters Score -1437536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1437559.000000 Penalty: 10874.963867
	Iteration 27Q: 3 clusters Score -1437559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1437585.125000 Penalty: 10874.963867
	Iteration 28Q: 3 clusters Score -1437585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1437594.875000 Penalty: 10874.963867
	Iteration 29Q: 3 clusters Score -1437595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1437610.500000 Penalty: 10874.963867
	Iteration 30Q: 3 clusters Score -1437610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1437617.625000 Penalty: 10874.963867
	Iteration 31Q: 3 clusters Score -1437618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1437633.250000 Penalty: 10874.963867
	Iteration 32Q: 3 clusters Score -1437633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1437640.500000 Penalty: 10874.963867
	Iteration 33Q: 3 clusters Score -1437640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1437652.625000 Penalty: 10874.963867
	Iteration 34Q: 3 clusters Score -1437653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1437659.625000 Penalty: 10874.963867
	Iteration 35Q: 3 clusters Score -1437660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1437674.750000 Penalty: 10874.963867
	Iteration 36Q: 3 clusters Score -1437675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1437680.125000 Penalty: 10874.963867
	Iteration 37Q: 3 clusters Score -1437680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1437684.875000 Penalty: 10874.963867
	Iteration 38Q: 3 clusters Score -1437685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1437689.250000 Penalty: 10874.963867
	Iteration 39Q: 3 clusters Score -1437689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1437693.125000 Penalty: 10874.963867
	Iteration 40F: 3 clusters Score -1437693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1437692.125000 Penalty: 10874.963867
	Iteration 41Q: 3 clusters Score -1437692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1437692.375000 Penalty: 10874.963867
	Iteration 42Q: 3 clusters Score -1437692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1437691.500000 Penalty: 10874.963867
	Iteration 43Q: 3 clusters Score -1437692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1437695.250000 Penalty: 10874.963867
	Iteration 44Q: 3 clusters Score -1437695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1437695.750000 Penalty: 10874.963867
	Iteration 45Q: 3 clusters Score -1437696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1437697.625000 Penalty: 10874.963867
	Iteration 46Q: 3 clusters Score -1437698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1437697.625000 Penalty: 10874.963867
	Iteration 47F: 3 clusters Score -1437698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -116043.773438 Penalty: 3949.944580
	Iteration 0F: 2 clusters Score -116043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -112446.695312 Penalty: 7899.889160
	Iteration 0F: 3 clusters Score -112446.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -112699.414062 Penalty: 7899.889160
	Iteration 1F: 3 clusters Score -112699.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -112949.757812 Penalty: 7899.889160
	Iteration 2Q: 3 clusters Score -112949.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113125.453125 Penalty: 7899.889160
	Iteration 3Q: 3 clusters Score -113125.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -113188.789062 Penalty: 7899.889160
	Iteration 4Q: 3 clusters Score -113188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -113217.289062 Penalty: 7899.889160
	Iteration 5Q: 3 clusters Score -113217.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113244.281250 Penalty: 7899.889160
	Iteration 6Q: 3 clusters Score -113244.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -113258.679688 Penalty: 7899.889160
	Iteration 7Q: 3 clusters Score -113258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -113291.843750 Penalty: 7899.889160
	Iteration 8Q: 3 clusters Score -113291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -113331.234375 Penalty: 7899.889160
	Iteration 9Q: 3 clusters Score -113331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -113336.421875 Penalty: 7899.889160
	Iteration 10Q: 3 clusters Score -113336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -113339.000000 Penalty: 7899.889160
	Iteration 11Q: 3 clusters Score -113339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -113342.164062 Penalty: 7899.889160
	Iteration 12Q: 3 clusters Score -113342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -113342.164062 Penalty: 7899.889160
	Iteration 13F: 3 clusters Score -113342.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -112459.132812 Penalty: 3999.269043
	Iteration 0F: 2 clusters Score -112459.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -108972.875000 Penalty: 7998.538086
	Iteration 0F: 3 clusters Score -108972.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -109453.429688 Penalty: 7998.538086
	Iteration 1F: 3 clusters Score -109453.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -109696.976562 Penalty: 7998.538086
	Iteration 2F: 3 clusters Score -109697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110010.898438 Penalty: 7998.538086
	Iteration 3F: 3 clusters Score -110010.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110394.765625 Penalty: 7998.538086
	Iteration 4F: 3 clusters Score -110394.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110651.578125 Penalty: 7998.538086
	Iteration 5Q: 3 clusters Score -110651.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110869.140625 Penalty: 7998.538086
	Iteration 6Q: 3 clusters Score -110869.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111042.718750 Penalty: 7998.538086
	Iteration 7Q: 3 clusters Score -111042.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111299.281250 Penalty: 7998.538086
	Iteration 8Q: 3 clusters Score -111299.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111576.648438 Penalty: 7998.538086
	Iteration 9Q: 3 clusters Score -111576.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111881.093750 Penalty: 7998.538086
	Iteration 10Q: 3 clusters Score -111881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -112463.031250 Penalty: 7998.538086
	Iteration 11Q: 3 clusters Score -112463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112539.320312 Penalty: 7998.538086
	Iteration 12Q: 3 clusters Score -112539.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112632.710938 Penalty: 7998.538086
	Iteration 13Q: 3 clusters Score -112632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -112702.945312 Penalty: 7998.538086
	Iteration 14Q: 3 clusters Score -112702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112849.835938 Penalty: 7998.538086
	Iteration 15Q: 3 clusters Score -112849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -112910.367188 Penalty: 7998.538086
	Iteration 16Q: 3 clusters Score -112910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112925.515625 Penalty: 7998.538086
	Iteration 17Q: 3 clusters Score -112925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112925.515625 Penalty: 7998.538086
	Iteration 18F: 3 clusters Score -112925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87895 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21711 members 
Mstep: Class 5 contains 32654 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 36285 members 
Mstep: Class 8 contains 19578 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 35996 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32056 members 
Mstep: Class 17 contains 25021 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31027 members 
Mstep: Class 20 contains 12054 members 
Mstep: Class 21 contains 80352 members 
Mstep: Class 22 contains 433 members 
Entering Unmasked Estep 
Score: -89421432.000000 Penalty: 175162.671875
Splitting cluster 14 changes total score from -89423120.000000 to -89421432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -179557.375000 Penalty: 4175.921387
	Iteration 0F: 2 clusters Score -179557.4 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 458 members 
Entering Unmasked Estep 
Score: -175559.437500 Penalty: 8351.842773
	Iteration 0F: 3 clusters Score -175559.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -175881.296875 Penalty: 8351.842773
	Iteration 1F: 3 clusters Score -175881.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -175963.531250 Penalty: 8351.842773
	Iteration 2Q: 3 clusters Score -175963.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -176005.718750 Penalty: 8351.842773
	Iteration 3Q: 3 clusters Score -176005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -176009.875000 Penalty: 8351.842773
	Iteration 4Q: 3 clusters Score -176009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -176018.718750 Penalty: 8351.842773
	Iteration 5Q: 3 clusters Score -176018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -176025.484375 Penalty: 8351.842773
	Iteration 6Q: 3 clusters Score -176025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -176039.968750 Penalty: 8351.842773
	Iteration 7Q: 3 clusters Score -176040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -176048.609375 Penalty: 8351.842773
	Iteration 8Q: 3 clusters Score -176048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -176050.984375 Penalty: 8351.842773
	Iteration 9Q: 3 clusters Score -176051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -176059.578125 Penalty: 8351.842773
	Iteration 10Q: 3 clusters Score -176059.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -176059.578125 Penalty: 8351.842773
	Iteration 11F: 3 clusters Score -176059.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Entering Unmasked Estep 
Score: -6599571.000000 Penalty: 6354.833984
	Iteration 0F: 2 clusters Score -6599571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -6575306.000000 Penalty: 12709.667969
	Iteration 0F: 3 clusters Score -6575306 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -6582570.000000 Penalty: 12709.667969
	Iteration 1F: 3 clusters Score -6582570 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -6583519.500000 Penalty: 12709.667969
	Iteration 2F: 3 clusters Score -6583520 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -6584330.500000 Penalty: 12709.667969
	Iteration 3F: 3 clusters Score -6584330 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -6585017.000000 Penalty: 12709.667969
	Iteration 4Q: 3 clusters Score -6585017 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -6585616.000000 Penalty: 12709.667969
	Iteration 5Q: 3 clusters Score -6585616 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -6586208.000000 Penalty: 12709.667969
	Iteration 6Q: 3 clusters Score -6586208 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -6586801.500000 Penalty: 12709.667969
	Iteration 7Q: 3 clusters Score -6586802 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -6587482.500000 Penalty: 12709.667969
	Iteration 8Q: 3 clusters Score -6587482 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -6588234.000000 Penalty: 12709.667969
	Iteration 9Q: 3 clusters Score -6588234 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -6589068.000000 Penalty: 12709.667969
	Iteration 10Q: 3 clusters Score -6589068 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -6589969.500000 Penalty: 12709.667969
	Iteration 11Q: 3 clusters Score -6589970 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -6590919.500000 Penalty: 12709.667969
	Iteration 12Q: 3 clusters Score -6590920 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -6591844.500000 Penalty: 12709.667969
	Iteration 13Q: 3 clusters Score -6591844 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -6592793.500000 Penalty: 12709.667969
	Iteration 14Q: 3 clusters Score -6592794 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -6593645.000000 Penalty: 12709.667969
	Iteration 15Q: 3 clusters Score -6593645 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -6594300.000000 Penalty: 12709.667969
	Iteration 16Q: 3 clusters Score -6594300 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -6594784.000000 Penalty: 12709.667969
	Iteration 17Q: 3 clusters Score -6594784 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -6595122.500000 Penalty: 12709.667969
	Iteration 18Q: 3 clusters Score -6595122 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -6595358.000000 Penalty: 12709.667969
	Iteration 19Q: 3 clusters Score -6595358 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -6595540.500000 Penalty: 12709.667969
	Iteration 20F: 3 clusters Score -6595540 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -6595689.500000 Penalty: 12709.667969
	Iteration 21Q: 3 clusters Score -6595690 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -6595738.500000 Penalty: 12709.667969
	Iteration 22Q: 3 clusters Score -6595738 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -6595849.500000 Penalty: 12709.667969
	Iteration 23Q: 3 clusters Score -6595850 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -6595873.500000 Penalty: 12709.667969
	Iteration 24Q: 3 clusters Score -6595874 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -6595915.000000 Penalty: 12709.667969
	Iteration 25Q: 3 clusters Score -6595915 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -6595946.500000 Penalty: 12709.667969
	Iteration 26Q: 3 clusters Score -6595946 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -6595945.500000 Penalty: 12709.667969
	Iteration 27Q: 3 clusters Score -6595946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -6595965.500000 Penalty: 12709.667969
	Iteration 28Q: 3 clusters Score -6595966 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -6595983.000000 Penalty: 12709.667969
	Iteration 29Q: 3 clusters Score -6595983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -6595987.000000 Penalty: 12709.667969
	Iteration 30Q: 3 clusters Score -6595987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -6596012.500000 Penalty: 12709.667969
	Iteration 31Q: 3 clusters Score -6596012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -6596016.500000 Penalty: 12709.667969
	Iteration 32Q: 3 clusters Score -6596016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -6596039.500000 Penalty: 12709.667969
	Iteration 33Q: 3 clusters Score -6596040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -6596041.500000 Penalty: 12709.667969
	Iteration 34Q: 3 clusters Score -6596042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -6596043.500000 Penalty: 12709.667969
	Iteration 35Q: 3 clusters Score -6596044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -6596041.500000 Penalty: 12709.667969
	Iteration 36Q: 3 clusters Score -6596042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -6596048.000000 Penalty: 12709.667969
	Iteration 37Q: 3 clusters Score -6596048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -6596048.500000 Penalty: 12709.667969
	Iteration 38Q: 3 clusters Score -6596048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -6596060.500000 Penalty: 12709.667969
	Iteration 39Q: 3 clusters Score -6596060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -6596075.500000 Penalty: 12709.667969
	Iteration 40F: 3 clusters Score -6596076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -6596059.500000 Penalty: 12709.667969
	Iteration 41Q: 3 clusters Score -6596060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -6596069.500000 Penalty: 12709.667969
	Iteration 42Q: 3 clusters Score -6596070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -6596064.500000 Penalty: 12709.667969
	Iteration 43Q: 3 clusters Score -6596064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -6596082.000000 Penalty: 12709.667969
	Iteration 44Q: 3 clusters Score -6596082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -6596080.000000 Penalty: 12709.667969
	Iteration 45Q: 3 clusters Score -6596080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -6596083.500000 Penalty: 12709.667969
	Iteration 46Q: 3 clusters Score -6596084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -6596078.500000 Penalty: 12709.667969
	Iteration 47Q: 3 clusters Score -6596078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -6596077.500000 Penalty: 12709.667969
	Iteration 48Q: 3 clusters Score -6596078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -6596081.000000 Penalty: 12709.667969
	Iteration 49Q: 3 clusters Score -6596081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -6596074.000000 Penalty: 12709.667969
	Iteration 50Q: 3 clusters Score -6596074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -6596070.500000 Penalty: 12709.667969
	Iteration 51Q: 3 clusters Score -6596070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -6596066.500000 Penalty: 12709.667969
	Iteration 52Q: 3 clusters Score -6596066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -6596073.500000 Penalty: 12709.667969
	Iteration 53Q: 3 clusters Score -6596074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -6596059.000000 Penalty: 12709.667969
	Iteration 54Q: 3 clusters Score -6596059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -6596061.000000 Penalty: 12709.667969
	Iteration 55Q: 3 clusters Score -6596061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -6596066.500000 Penalty: 12709.667969
	Iteration 56Q: 3 clusters Score -6596066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -6596058.000000 Penalty: 12709.667969
	Iteration 57Q: 3 clusters Score -6596058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -6596054.500000 Penalty: 12709.667969
	Iteration 58Q: 3 clusters Score -6596054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -6596057.500000 Penalty: 12709.667969
	Iteration 59Q: 3 clusters Score -6596058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -6596062.000000 Penalty: 12709.667969
	Iteration 60F: 3 clusters Score -6596062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Entering Unmasked Estep 
Score: -5126318.000000 Penalty: 6203.076172
	Iteration 0F: 2 clusters Score -5126318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -5106555.500000 Penalty: 12406.152344
	Iteration 0F: 3 clusters Score -5106556 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -5112145.000000 Penalty: 12406.152344
	Iteration 1F: 3 clusters Score -5112145 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -5112953.500000 Penalty: 12406.152344
	Iteration 2F: 3 clusters Score -5112954 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -5113521.500000 Penalty: 12406.152344
	Iteration 3F: 3 clusters Score -5113522 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -5113851.000000 Penalty: 12406.152344
	Iteration 4Q: 3 clusters Score -5113851 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -5114147.500000 Penalty: 12406.152344
	Iteration 5Q: 3 clusters Score -5114148 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -5114424.000000 Penalty: 12406.152344
	Iteration 6Q: 3 clusters Score -5114424 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5114602.000000 Penalty: 12406.152344
	Iteration 7Q: 3 clusters Score -5114602 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -5114808.500000 Penalty: 12406.152344
	Iteration 8Q: 3 clusters Score -5114808 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5114978.000000 Penalty: 12406.152344
	Iteration 9Q: 3 clusters Score -5114978 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -5115112.000000 Penalty: 12406.152344
	Iteration 10Q: 3 clusters Score -5115112 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -5115302.000000 Penalty: 12406.152344
	Iteration 11Q: 3 clusters Score -5115302 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -5115502.500000 Penalty: 12406.152344
	Iteration 12Q: 3 clusters Score -5115502 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -5115732.500000 Penalty: 12406.152344
	Iteration 13Q: 3 clusters Score -5115732 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -5115995.500000 Penalty: 12406.152344
	Iteration 14Q: 3 clusters Score -5115996 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -5116258.500000 Penalty: 12406.152344
	Iteration 15Q: 3 clusters Score -5116258 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -5116656.500000 Penalty: 12406.152344
	Iteration 16Q: 3 clusters Score -5116656 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -5117118.500000 Penalty: 12406.152344
	Iteration 17Q: 3 clusters Score -5117118 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5117663.000000 Penalty: 12406.152344
	Iteration 18Q: 3 clusters Score -5117663 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -5118313.500000 Penalty: 12406.152344
	Iteration 19Q: 3 clusters Score -5118314 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5119061.000000 Penalty: 12406.152344
	Iteration 20F: 3 clusters Score -5119061 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -5119789.000000 Penalty: 12406.152344
	Iteration 21Q: 3 clusters Score -5119789 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -5120375.500000 Penalty: 12406.152344
	Iteration 22Q: 3 clusters Score -5120376 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -5120809.500000 Penalty: 12406.152344
	Iteration 23Q: 3 clusters Score -5120810 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -5121113.000000 Penalty: 12406.152344
	Iteration 24Q: 3 clusters Score -5121113 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -5121321.000000 Penalty: 12406.152344
	Iteration 25Q: 3 clusters Score -5121321 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5121501.500000 Penalty: 12406.152344
	Iteration 26Q: 3 clusters Score -5121502 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -5121612.000000 Penalty: 12406.152344
	Iteration 27Q: 3 clusters Score -5121612 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5121715.000000 Penalty: 12406.152344
	Iteration 28Q: 3 clusters Score -5121715 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5121770.500000 Penalty: 12406.152344
	Iteration 29Q: 3 clusters Score -5121770 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -5121836.500000 Penalty: 12406.152344
	Iteration 30Q: 3 clusters Score -5121836 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -5121874.000000 Penalty: 12406.152344
	Iteration 31Q: 3 clusters Score -5121874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -5121919.500000 Penalty: 12406.152344
	Iteration 32Q: 3 clusters Score -5121920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -5121927.000000 Penalty: 12406.152344
	Iteration 33Q: 3 clusters Score -5121927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5121939.500000 Penalty: 12406.152344
	Iteration 34Q: 3 clusters Score -5121940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5121963.500000 Penalty: 12406.152344
	Iteration 35Q: 3 clusters Score -5121964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -5121959.000000 Penalty: 12406.152344
	Iteration 36Q: 3 clusters Score -5121959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -5121958.000000 Penalty: 12406.152344
	Iteration 37Q: 3 clusters Score -5121958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -5121962.000000 Penalty: 12406.152344
	Iteration 38Q: 3 clusters Score -5121962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -5121982.000000 Penalty: 12406.152344
	Iteration 39Q: 3 clusters Score -5121982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -5121983.500000 Penalty: 12406.152344
	Iteration 40F: 3 clusters Score -5121984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -5121984.000000 Penalty: 12406.152344
	Iteration 41Q: 3 clusters Score -5121984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -5121983.500000 Penalty: 12406.152344
	Iteration 42Q: 3 clusters Score -5121984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5121984.000000 Penalty: 12406.152344
	Iteration 43Q: 3 clusters Score -5121984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -5121977.500000 Penalty: 12406.152344
	Iteration 44Q: 3 clusters Score -5121978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5121985.000000 Penalty: 12406.152344
	Iteration 45Q: 3 clusters Score -5121985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -5121993.500000 Penalty: 12406.152344
	Iteration 46Q: 3 clusters Score -5121994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -5122005.500000 Penalty: 12406.152344
	Iteration 47Q: 3 clusters Score -5122006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5122007.500000 Penalty: 12406.152344
	Iteration 48Q: 3 clusters Score -5122008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5122005.000000 Penalty: 12406.152344
	Iteration 49Q: 3 clusters Score -5122005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5122008.500000 Penalty: 12406.152344
	Iteration 50Q: 3 clusters Score -5122008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -5122008.500000 Penalty: 12406.152344
	Iteration 51Q: 3 clusters Score -5122008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -5122013.500000 Penalty: 12406.152344
	Iteration 52Q: 3 clusters Score -5122014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5122015.000000 Penalty: 12406.152344
	Iteration 53Q: 3 clusters Score -5122015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -5122014.000000 Penalty: 12406.152344
	Iteration 54Q: 3 clusters Score -5122014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5122010.000000 Penalty: 12406.152344
	Iteration 55Q: 3 clusters Score -5122010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -5122012.500000 Penalty: 12406.152344
	Iteration 56Q: 3 clusters Score -5122012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -5122020.000000 Penalty: 12406.152344
	Iteration 57Q: 3 clusters Score -5122020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5122024.000000 Penalty: 12406.152344
	Iteration 58Q: 3 clusters Score -5122024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5122022.500000 Penalty: 12406.152344
	Iteration 59Q: 3 clusters Score -5122022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5122018.000000 Penalty: 12406.152344
	Iteration 60F: 3 clusters Score -5122018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -5122022.000000 Penalty: 12406.152344
	Iteration 61Q: 3 clusters Score -5122022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5122027.000000 Penalty: 12406.152344
	Iteration 62Q: 3 clusters Score -5122027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -5122032.500000 Penalty: 12406.152344
	Iteration 63Q: 3 clusters Score -5122032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5122023.000000 Penalty: 12406.152344
	Iteration 64Q: 3 clusters Score -5122023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -5122036.000000 Penalty: 12406.152344
	Iteration 65Q: 3 clusters Score -5122036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5122035.500000 Penalty: 12406.152344
	Iteration 66Q: 3 clusters Score -5122036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -5122033.500000 Penalty: 12406.152344
	Iteration 67Q: 3 clusters Score -5122034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -5122038.500000 Penalty: 12406.152344
	Iteration 68Q: 3 clusters Score -5122038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5122037.500000 Penalty: 12406.152344
	Iteration 69Q: 3 clusters Score -5122038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5122037.000000 Penalty: 12406.152344
	Iteration 70Q: 3 clusters Score -5122037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5122037.000000 Penalty: 12406.152344
	Iteration 71F: 3 clusters Score -5122037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -120041.953125 Penalty: 3939.190430
	Iteration 0F: 2 clusters Score -120042 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 314 members 
Entering Unmasked Estep 
Score: -116458.023438 Penalty: 7878.380859
	Iteration 0F: 3 clusters Score -116458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116684.859375 Penalty: 7878.380859
	Iteration 1F: 3 clusters Score -116684.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -116744.531250 Penalty: 7878.380859
	Iteration 2Q: 3 clusters Score -116744.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -116778.125000 Penalty: 7878.380859
	Iteration 3Q: 3 clusters Score -116778.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -116799.085938 Penalty: 7878.380859
	Iteration 4Q: 3 clusters Score -116799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -116820.062500 Penalty: 7878.380859
	Iteration 5Q: 3 clusters Score -116820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -116831.781250 Penalty: 7878.380859
	Iteration 6Q: 3 clusters Score -116831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -116840.343750 Penalty: 7878.380859
	Iteration 7Q: 3 clusters Score -116840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -116852.664062 Penalty: 7878.380859
	Iteration 8Q: 3 clusters Score -116852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116857.570312 Penalty: 7878.380859
	Iteration 9Q: 3 clusters Score -116857.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116857.570312 Penalty: 7878.380859
	Iteration 10F: 3 clusters Score -116857.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Entering Unmasked Estep 
Score: -6387925.000000 Penalty: 6334.850586
	Iteration 0F: 2 clusters Score -6387925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -6364413.000000 Penalty: 12669.701172
	Iteration 0F: 3 clusters Score -6364413 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -6371332.000000 Penalty: 12669.701172
	Iteration 1F: 3 clusters Score -6371332 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -6372051.500000 Penalty: 12669.701172
	Iteration 2F: 3 clusters Score -6372052 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -6372535.500000 Penalty: 12669.701172
	Iteration 3Q: 3 clusters Score -6372536 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -6372996.500000 Penalty: 12669.701172
	Iteration 4Q: 3 clusters Score -6372996 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -6373350.000000 Penalty: 12669.701172
	Iteration 5Q: 3 clusters Score -6373350 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -6373636.500000 Penalty: 12669.701172
	Iteration 6Q: 3 clusters Score -6373636 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -6373959.000000 Penalty: 12669.701172
	Iteration 7Q: 3 clusters Score -6373959 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -6374324.500000 Penalty: 12669.701172
	Iteration 8Q: 3 clusters Score -6374324 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -6374706.000000 Penalty: 12669.701172
	Iteration 9Q: 3 clusters Score -6374706 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -6375151.000000 Penalty: 12669.701172
	Iteration 10Q: 3 clusters Score -6375151 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -6375641.500000 Penalty: 12669.701172
	Iteration 11Q: 3 clusters Score -6375642 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -6376241.500000 Penalty: 12669.701172
	Iteration 12Q: 3 clusters Score -6376242 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -6376876.500000 Penalty: 12669.701172
	Iteration 13Q: 3 clusters Score -6376876 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -6377645.000000 Penalty: 12669.701172
	Iteration 14Q: 3 clusters Score -6377645 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -6378405.000000 Penalty: 12669.701172
	Iteration 15Q: 3 clusters Score -6378405 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -6379123.500000 Penalty: 12669.701172
	Iteration 16Q: 3 clusters Score -6379124 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6379876.500000 Penalty: 12669.701172
	Iteration 17Q: 3 clusters Score -6379876 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6380506.000000 Penalty: 12669.701172
	Iteration 18Q: 3 clusters Score -6380506 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6381013.000000 Penalty: 12669.701172
	Iteration 19Q: 3 clusters Score -6381013 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6381431.000000 Penalty: 12669.701172
	Iteration 20F: 3 clusters Score -6381431 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6381745.500000 Penalty: 12669.701172
	Iteration 21Q: 3 clusters Score -6381746 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6381945.000000 Penalty: 12669.701172
	Iteration 22Q: 3 clusters Score -6381945 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6382061.000000 Penalty: 12669.701172
	Iteration 23Q: 3 clusters Score -6382061 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6382177.500000 Penalty: 12669.701172
	Iteration 24Q: 3 clusters Score -6382178 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6382250.000000 Penalty: 12669.701172
	Iteration 25Q: 3 clusters Score -6382250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6382313.500000 Penalty: 12669.701172
	Iteration 26Q: 3 clusters Score -6382314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6382346.500000 Penalty: 12669.701172
	Iteration 27Q: 3 clusters Score -6382346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6382370.500000 Penalty: 12669.701172
	Iteration 28Q: 3 clusters Score -6382370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6382394.500000 Penalty: 12669.701172
	Iteration 29Q: 3 clusters Score -6382394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6382416.500000 Penalty: 12669.701172
	Iteration 30Q: 3 clusters Score -6382416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6382433.500000 Penalty: 12669.701172
	Iteration 31Q: 3 clusters Score -6382434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6382449.500000 Penalty: 12669.701172
	Iteration 32Q: 3 clusters Score -6382450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6382465.000000 Penalty: 12669.701172
	Iteration 33Q: 3 clusters Score -6382465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6382469.500000 Penalty: 12669.701172
	Iteration 34Q: 3 clusters Score -6382470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6382473.500000 Penalty: 12669.701172
	Iteration 35Q: 3 clusters Score -6382474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6382485.500000 Penalty: 12669.701172
	Iteration 36Q: 3 clusters Score -6382486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6382497.500000 Penalty: 12669.701172
	Iteration 37Q: 3 clusters Score -6382498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6382494.500000 Penalty: 12669.701172
	Iteration 38Q: 3 clusters Score -6382494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6382506.500000 Penalty: 12669.701172
	Iteration 39Q: 3 clusters Score -6382506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6382507.000000 Penalty: 12669.701172
	Iteration 40F: 3 clusters Score -6382507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6382508.000000 Penalty: 12669.701172
	Iteration 41Q: 3 clusters Score -6382508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6382522.500000 Penalty: 12669.701172
	Iteration 42Q: 3 clusters Score -6382522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6382525.000000 Penalty: 12669.701172
	Iteration 43Q: 3 clusters Score -6382525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6382527.500000 Penalty: 12669.701172
	Iteration 44Q: 3 clusters Score -6382528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6382530.000000 Penalty: 12669.701172
	Iteration 45Q: 3 clusters Score -6382530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6382536.000000 Penalty: 12669.701172
	Iteration 46Q: 3 clusters Score -6382536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6382540.000000 Penalty: 12669.701172
	Iteration 47Q: 3 clusters Score -6382540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6382550.000000 Penalty: 12669.701172
	Iteration 48Q: 3 clusters Score -6382550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6382556.000000 Penalty: 12669.701172
	Iteration 49Q: 3 clusters Score -6382556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6382572.500000 Penalty: 12669.701172
	Iteration 50Q: 3 clusters Score -6382572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6382583.500000 Penalty: 12669.701172
	Iteration 51Q: 3 clusters Score -6382584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6382578.500000 Penalty: 12669.701172
	Iteration 52Q: 3 clusters Score -6382578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6382589.000000 Penalty: 12669.701172
	Iteration 53Q: 3 clusters Score -6382589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6382588.500000 Penalty: 12669.701172
	Iteration 54Q: 3 clusters Score -6382588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6382590.500000 Penalty: 12669.701172
	Iteration 55Q: 3 clusters Score -6382590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6382598.000000 Penalty: 12669.701172
	Iteration 56Q: 3 clusters Score -6382598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6382594.000000 Penalty: 12669.701172
	Iteration 57Q: 3 clusters Score -6382594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6382607.000000 Penalty: 12669.701172
	Iteration 58Q: 3 clusters Score -6382607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6382612.500000 Penalty: 12669.701172
	Iteration 59Q: 3 clusters Score -6382612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6382613.500000 Penalty: 12669.701172
	Iteration 60F: 3 clusters Score -6382614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Entering Unmasked Estep 
Score: -2380517.750000 Penalty: 5755.755371
	Iteration 0F: 2 clusters Score -2380518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2368957.250000 Penalty: 11511.510742
	Iteration 0F: 3 clusters Score -2368957 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2371591.750000 Penalty: 11511.510742
	Iteration 1F: 3 clusters Score -2371592 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2372187.750000 Penalty: 11511.510742
	Iteration 2F: 3 clusters Score -2372188 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2372671.500000 Penalty: 11511.510742
	Iteration 3F: 3 clusters Score -2372672 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2373104.250000 Penalty: 11511.510742
	Iteration 4Q: 3 clusters Score -2373104 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2373424.250000 Penalty: 11511.510742
	Iteration 5Q: 3 clusters Score -2373424 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2373707.250000 Penalty: 11511.510742
	Iteration 6Q: 3 clusters Score -2373707 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2373974.500000 Penalty: 11511.510742
	Iteration 7Q: 3 clusters Score -2373974 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2374203.750000 Penalty: 11511.510742
	Iteration 8Q: 3 clusters Score -2374204 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2374415.500000 Penalty: 11511.510742
	Iteration 9Q: 3 clusters Score -2374416 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2374591.500000 Penalty: 11511.510742
	Iteration 10Q: 3 clusters Score -2374592 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2374729.750000 Penalty: 11511.510742
	Iteration 11Q: 3 clusters Score -2374730 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2374829.750000 Penalty: 11511.510742
	Iteration 12Q: 3 clusters Score -2374830 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2374929.250000 Penalty: 11511.510742
	Iteration 13Q: 3 clusters Score -2374929 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2375023.250000 Penalty: 11511.510742
	Iteration 14Q: 3 clusters Score -2375023 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2375121.750000 Penalty: 11511.510742
	Iteration 15Q: 3 clusters Score -2375122 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2375213.000000 Penalty: 11511.510742
	Iteration 16Q: 3 clusters Score -2375213 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2375280.500000 Penalty: 11511.510742
	Iteration 17Q: 3 clusters Score -2375280 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2375371.250000 Penalty: 11511.510742
	Iteration 18Q: 3 clusters Score -2375371 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2375437.750000 Penalty: 11511.510742
	Iteration 19Q: 3 clusters Score -2375438 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2375498.750000 Penalty: 11511.510742
	Iteration 20F: 3 clusters Score -2375499 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2375558.000000 Penalty: 11511.510742
	Iteration 21Q: 3 clusters Score -2375558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2375590.500000 Penalty: 11511.510742
	Iteration 22Q: 3 clusters Score -2375590 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2375645.000000 Penalty: 11511.510742
	Iteration 23Q: 3 clusters Score -2375645 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2375697.250000 Penalty: 11511.510742
	Iteration 24Q: 3 clusters Score -2375697 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2375759.250000 Penalty: 11511.510742
	Iteration 25Q: 3 clusters Score -2375759 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2375827.500000 Penalty: 11511.510742
	Iteration 26Q: 3 clusters Score -2375828 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2375889.250000 Penalty: 11511.510742
	Iteration 27Q: 3 clusters Score -2375889 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2375931.750000 Penalty: 11511.510742
	Iteration 28Q: 3 clusters Score -2375932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2375979.250000 Penalty: 11511.510742
	Iteration 29Q: 3 clusters Score -2375979 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2376029.000000 Penalty: 11511.510742
	Iteration 30Q: 3 clusters Score -2376029 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2376062.750000 Penalty: 11511.510742
	Iteration 31Q: 3 clusters Score -2376063 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2376096.000000 Penalty: 11511.510742
	Iteration 32Q: 3 clusters Score -2376096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2376119.750000 Penalty: 11511.510742
	Iteration 33Q: 3 clusters Score -2376120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2376148.500000 Penalty: 11511.510742
	Iteration 34Q: 3 clusters Score -2376148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2376187.250000 Penalty: 11511.510742
	Iteration 35Q: 3 clusters Score -2376187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2376195.750000 Penalty: 11511.510742
	Iteration 36Q: 3 clusters Score -2376196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2376227.750000 Penalty: 11511.510742
	Iteration 37Q: 3 clusters Score -2376228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2376239.250000 Penalty: 11511.510742
	Iteration 38Q: 3 clusters Score -2376239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2376255.000000 Penalty: 11511.510742
	Iteration 39Q: 3 clusters Score -2376255 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2376276.750000 Penalty: 11511.510742
	Iteration 40F: 3 clusters Score -2376277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2376288.250000 Penalty: 11511.510742
	Iteration 41Q: 3 clusters Score -2376288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2376307.000000 Penalty: 11511.510742
	Iteration 42Q: 3 clusters Score -2376307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2376316.500000 Penalty: 11511.510742
	Iteration 43Q: 3 clusters Score -2376316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2376321.500000 Penalty: 11511.510742
	Iteration 44Q: 3 clusters Score -2376322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2376334.750000 Penalty: 11511.510742
	Iteration 45Q: 3 clusters Score -2376335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2376343.750000 Penalty: 11511.510742
	Iteration 46Q: 3 clusters Score -2376344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2376345.500000 Penalty: 11511.510742
	Iteration 47Q: 3 clusters Score -2376346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2376363.000000 Penalty: 11511.510742
	Iteration 48Q: 3 clusters Score -2376363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2376365.000000 Penalty: 11511.510742
	Iteration 49Q: 3 clusters Score -2376365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2376377.000000 Penalty: 11511.510742
	Iteration 50Q: 3 clusters Score -2376377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2376378.000000 Penalty: 11511.510742
	Iteration 51Q: 3 clusters Score -2376378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2376384.500000 Penalty: 11511.510742
	Iteration 52Q: 3 clusters Score -2376384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2376384.250000 Penalty: 11511.510742
	Iteration 53Q: 3 clusters Score -2376384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2376394.750000 Penalty: 11511.510742
	Iteration 54Q: 3 clusters Score -2376395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2376391.750000 Penalty: 11511.510742
	Iteration 55Q: 3 clusters Score -2376392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2376400.750000 Penalty: 11511.510742
	Iteration 56Q: 3 clusters Score -2376401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2376402.500000 Penalty: 11511.510742
	Iteration 57Q: 3 clusters Score -2376402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2376415.250000 Penalty: 11511.510742
	Iteration 58Q: 3 clusters Score -2376415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2376410.250000 Penalty: 11511.510742
	Iteration 59Q: 3 clusters Score -2376410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2376413.500000 Penalty: 11511.510742
	Iteration 60F: 3 clusters Score -2376414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2376417.500000 Penalty: 11511.510742
	Iteration 61Q: 3 clusters Score -2376418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2376416.750000 Penalty: 11511.510742
	Iteration 62Q: 3 clusters Score -2376417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2376420.750000 Penalty: 11511.510742
	Iteration 63Q: 3 clusters Score -2376421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2376421.250000 Penalty: 11511.510742
	Iteration 64Q: 3 clusters Score -2376421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2376425.500000 Penalty: 11511.510742
	Iteration 65Q: 3 clusters Score -2376426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2376431.000000 Penalty: 11511.510742
	Iteration 66Q: 3 clusters Score -2376431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2376430.250000 Penalty: 11511.510742
	Iteration 67Q: 3 clusters Score -2376430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2376435.000000 Penalty: 11511.510742
	Iteration 68Q: 3 clusters Score -2376435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2376433.750000 Penalty: 11511.510742
	Iteration 69Q: 3 clusters Score -2376434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2376432.750000 Penalty: 11511.510742
	Iteration 70Q: 3 clusters Score -2376433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2376437.500000 Penalty: 11511.510742
	Iteration 71Q: 3 clusters Score -2376438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2376438.750000 Penalty: 11511.510742
	Iteration 72Q: 3 clusters Score -2376439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2376446.250000 Penalty: 11511.510742
	Iteration 73Q: 3 clusters Score -2376446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2376449.500000 Penalty: 11511.510742
	Iteration 74Q: 3 clusters Score -2376450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2376460.750000 Penalty: 11511.510742
	Iteration 75Q: 3 clusters Score -2376461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2376467.000000 Penalty: 11511.510742
	Iteration 76Q: 3 clusters Score -2376467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2376468.000000 Penalty: 11511.510742
	Iteration 77Q: 3 clusters Score -2376468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2376478.500000 Penalty: 11511.510742
	Iteration 78Q: 3 clusters Score -2376478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2376482.250000 Penalty: 11511.510742
	Iteration 79Q: 3 clusters Score -2376482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2376485.750000 Penalty: 11511.510742
	Iteration 80F: 3 clusters Score -2376486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2376484.500000 Penalty: 11511.510742
	Iteration 81Q: 3 clusters Score -2376484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2376491.750000 Penalty: 11511.510742
	Iteration 82Q: 3 clusters Score -2376492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2376496.250000 Penalty: 11511.510742
	Iteration 83Q: 3 clusters Score -2376496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2376497.500000 Penalty: 11511.510742
	Iteration 84Q: 3 clusters Score -2376498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2376501.250000 Penalty: 11511.510742
	Iteration 85Q: 3 clusters Score -2376501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2376499.000000 Penalty: 11511.510742
	Iteration 86Q: 3 clusters Score -2376499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2376502.750000 Penalty: 11511.510742
	Iteration 87Q: 3 clusters Score -2376503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2376504.750000 Penalty: 11511.510742
	Iteration 88Q: 3 clusters Score -2376505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2376503.500000 Penalty: 11511.510742
	Iteration 89Q: 3 clusters Score -2376504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2376510.750000 Penalty: 11511.510742
	Iteration 90Q: 3 clusters Score -2376511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2376516.250000 Penalty: 11511.510742
	Iteration 91Q: 3 clusters Score -2376516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2376524.000000 Penalty: 11511.510742
	Iteration 92Q: 3 clusters Score -2376524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2376527.500000 Penalty: 11511.510742
	Iteration 93Q: 3 clusters Score -2376528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2376530.750000 Penalty: 11511.510742
	Iteration 94Q: 3 clusters Score -2376531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2376538.500000 Penalty: 11511.510742
	Iteration 95Q: 3 clusters Score -2376538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2376542.750000 Penalty: 11511.510742
	Iteration 96Q: 3 clusters Score -2376543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2376542.250000 Penalty: 11511.510742
	Iteration 97Q: 3 clusters Score -2376542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2376544.250000 Penalty: 11511.510742
	Iteration 98Q: 3 clusters Score -2376544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2376545.000000 Penalty: 11511.510742
	Iteration 99Q: 3 clusters Score -2376545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2376545.000000 Penalty: 11511.510742
	Iteration 100F: 3 clusters Score -2376545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (80352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Entering Unmasked Estep 
Score: -16621216.000000 Penalty: 6917.680664
	Iteration 0F: 2 clusters Score -1.662122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -16565753.000000 Penalty: 13835.361328
	Iteration 0F: 3 clusters Score -1.656575e+07 nChanged 36180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -16585893.000000 Penalty: 13835.361328
	Iteration 1F: 3 clusters Score -1.658589e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -16587946.000000 Penalty: 13835.361328
	Iteration 2Q: 3 clusters Score -1.658795e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -16590600.000000 Penalty: 13835.361328
	Iteration 3F: 3 clusters Score -1.65906e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -16593468.000000 Penalty: 13835.361328
	Iteration 4F: 3 clusters Score -1.659347e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -16596003.000000 Penalty: 13835.361328
	Iteration 5F: 3 clusters Score -1.6596e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -16599033.000000 Penalty: 13835.361328
	Iteration 6F: 3 clusters Score -1.659903e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -16602477.000000 Penalty: 13835.361328
	Iteration 7F: 3 clusters Score -1.660248e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -16606092.000000 Penalty: 13835.361328
	Iteration 8F: 3 clusters Score -1.660609e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -16610114.000000 Penalty: 13835.361328
	Iteration 9F: 3 clusters Score -1.661011e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -16614049.000000 Penalty: 13835.361328
	Iteration 10F: 3 clusters Score -1.661405e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -16617872.000000 Penalty: 13835.361328
	Iteration 11Q: 3 clusters Score -1.661787e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -16620502.000000 Penalty: 13835.361328
	Iteration 12Q: 3 clusters Score -1.66205e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -16621734.000000 Penalty: 13835.361328
	Iteration 13Q: 3 clusters Score -1.662173e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -16622270.000000 Penalty: 13835.361328
	Iteration 14Q: 3 clusters Score -1.662227e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 74696 members 
Entering Unmasked Estep 
Score: -16622546.000000 Penalty: 13835.361328
	Iteration 15Q: 3 clusters Score -1.662255e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -16622749.000000 Penalty: 13835.361328
	Iteration 16Q: 3 clusters Score -1.662275e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -16622856.000000 Penalty: 13835.361328
	Iteration 17Q: 3 clusters Score -1.662286e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -16622946.000000 Penalty: 13835.361328
	Iteration 18Q: 3 clusters Score -1.662295e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -16622968.000000 Penalty: 13835.361328
	Iteration 19Q: 3 clusters Score -1.662297e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -16622993.000000 Penalty: 13835.361328
	Iteration 20F: 3 clusters Score -1.662299e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -16623013.000000 Penalty: 13835.361328
	Iteration 21Q: 3 clusters Score -1.662301e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -16623025.000000 Penalty: 13835.361328
	Iteration 22Q: 3 clusters Score -1.662302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -16623027.000000 Penalty: 13835.361328
	Iteration 23Q: 3 clusters Score -1.662303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -16623040.000000 Penalty: 13835.361328
	Iteration 24Q: 3 clusters Score -1.662304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -16623035.000000 Penalty: 13835.361328
	Iteration 25Q: 3 clusters Score -1.662304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -16623039.000000 Penalty: 13835.361328
	Iteration 26Q: 3 clusters Score -1.662304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -16623032.000000 Penalty: 13835.361328
	Iteration 27Q: 3 clusters Score -1.662303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -16623032.000000 Penalty: 13835.361328
	Iteration 28F: 3 clusters Score -1.662303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87895 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21711 members 
Mstep: Class 5 contains 32654 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 36285 members 
Mstep: Class 8 contains 19578 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 35996 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32056 members 
Mstep: Class 17 contains 25021 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31027 members 
Mstep: Class 20 contains 12054 members 
Mstep: Class 21 contains 4681 members 
Mstep: Class 22 contains 75671 members 
Entering Unmasked Estep 
Score: -89425640.000000 Penalty: 175162.671875
Splitting cluster 21 changes total score from -89423120.000000 to -89425640.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87895 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21711 members 
Mstep: Class 5 contains 32654 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 36285 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 35996 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32056 members 
Mstep: Class 17 contains 25021 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 31027 members 
Mstep: Class 20 contains 12054 members 
Mstep: Class 21 contains 4681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89429680.000000 Penalty: 175162.671875
Iteration 79Q: 23 clusters Score -8.942968e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87872 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21768 members 
Mstep: Class 5 contains 32702 members 
Mstep: Class 6 contains 13021 members 
Mstep: Class 7 contains 36481 members 
Mstep: Class 8 contains 19640 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 36675 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 32120 members 
Mstep: Class 17 contains 25024 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 30565 members 
Mstep: Class 20 contains 12151 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 74320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89432984.000000 Penalty: 175162.671875
Iteration 80F: 23 clusters Score -8.943298e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87824 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21797 members 
Mstep: Class 5 contains 32496 members 
Mstep: Class 6 contains 13017 members 
Mstep: Class 7 contains 36250 members 
Mstep: Class 8 contains 20365 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 36983 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 31803 members 
Mstep: Class 17 contains 25029 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 30118 members 
Mstep: Class 20 contains 12099 members 
Mstep: Class 21 contains 5593 members 
Mstep: Class 22 contains 74290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89434168.000000 Penalty: 175162.671875
Iteration 81Q: 23 clusters Score -8.943417e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87792 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21823 members 
Mstep: Class 5 contains 32413 members 
Mstep: Class 6 contains 13013 members 
Mstep: Class 7 contains 36104 members 
Mstep: Class 8 contains 20809 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 37329 members 
Mstep: Class 12 contains 7166 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 31596 members 
Mstep: Class 17 contains 25035 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 29720 members 
Mstep: Class 20 contains 12093 members 
Mstep: Class 21 contains 5788 members 
Mstep: Class 22 contains 74144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89434376.000000 Penalty: 175162.671875
Iteration 82Q: 23 clusters Score -8.943438e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87765 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21851 members 
Mstep: Class 5 contains 32401 members 
Mstep: Class 6 contains 13008 members 
Mstep: Class 7 contains 35995 members 
Mstep: Class 8 contains 21154 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 37642 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 31423 members 
Mstep: Class 17 contains 25029 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 29377 members 
Mstep: Class 20 contains 12110 members 
Mstep: Class 21 contains 5906 members 
Mstep: Class 22 contains 74005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89434624.000000 Penalty: 175162.671875
Iteration 83Q: 23 clusters Score -8.943462e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87756 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21866 members 
Mstep: Class 5 contains 32389 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 35925 members 
Mstep: Class 8 contains 21437 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 37917 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 31293 members 
Mstep: Class 17 contains 25025 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 29100 members 
Mstep: Class 20 contains 12112 members 
Mstep: Class 21 contains 5987 members 
Mstep: Class 22 contains 73869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89434824.000000 Penalty: 175162.671875
Iteration 84Q: 23 clusters Score -8.943482e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87729 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21879 members 
Mstep: Class 5 contains 32397 members 
Mstep: Class 6 contains 12993 members 
Mstep: Class 7 contains 35877 members 
Mstep: Class 8 contains 21680 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 38191 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 31151 members 
Mstep: Class 17 contains 25019 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 28851 members 
Mstep: Class 20 contains 12122 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 73744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89434984.000000 Penalty: 175162.671875
Iteration 85Q: 23 clusters Score -8.943498e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87700 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21897 members 
Mstep: Class 5 contains 32434 members 
Mstep: Class 6 contains 12982 members 
Mstep: Class 7 contains 35876 members 
Mstep: Class 8 contains 21855 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 38462 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 30998 members 
Mstep: Class 17 contains 25014 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 28593 members 
Mstep: Class 20 contains 12131 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 73653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89434896.000000 Penalty: 175162.671875
Iteration 86Q: 23 clusters Score -8.94349e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87690 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21906 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 12971 members 
Mstep: Class 7 contains 35879 members 
Mstep: Class 8 contains 21966 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 38709 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 28375 members 
Mstep: Class 20 contains 12139 members 
Mstep: Class 21 contains 6105 members 
Mstep: Class 22 contains 73612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89434792.000000 Penalty: 175162.671875
Iteration 87Q: 23 clusters Score -8.943479e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87673 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21925 members 
Mstep: Class 5 contains 32520 members 
Mstep: Class 6 contains 12961 members 
Mstep: Class 7 contains 35878 members 
Mstep: Class 8 contains 22081 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 38936 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 30692 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 28152 members 
Mstep: Class 20 contains 12156 members 
Mstep: Class 21 contains 6124 members 
Mstep: Class 22 contains 73574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89434792.000000 Penalty: 175162.671875
Iteration 88Q: 23 clusters Score -8.943479e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87668 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21943 members 
Mstep: Class 5 contains 32581 members 
Mstep: Class 6 contains 12950 members 
Mstep: Class 7 contains 35880 members 
Mstep: Class 8 contains 22179 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 39158 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 30514 members 
Mstep: Class 17 contains 24994 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 27930 members 
Mstep: Class 20 contains 12163 members 
Mstep: Class 21 contains 6135 members 
Mstep: Class 22 contains 73582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89434912.000000 Penalty: 175162.671875
Iteration 89Q: 23 clusters Score -8.943491e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87669 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21962 members 
Mstep: Class 5 contains 32677 members 
Mstep: Class 6 contains 12935 members 
Mstep: Class 7 contains 35906 members 
Mstep: Class 8 contains 22220 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 39361 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 30314 members 
Mstep: Class 17 contains 24977 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 27724 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 73619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435152.000000 Penalty: 175162.671875
Iteration 90Q: 23 clusters Score -8.943515e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87664 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21973 members 
Mstep: Class 5 contains 32751 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 35935 members 
Mstep: Class 8 contains 22254 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 39543 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 30116 members 
Mstep: Class 17 contains 24965 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 27526 members 
Mstep: Class 20 contains 12174 members 
Mstep: Class 21 contains 6161 members 
Mstep: Class 22 contains 73696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435184.000000 Penalty: 175162.671875
Iteration 91Q: 23 clusters Score -8.943518e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87653 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 21988 members 
Mstep: Class 5 contains 32826 members 
Mstep: Class 6 contains 12906 members 
Mstep: Class 7 contains 35971 members 
Mstep: Class 8 contains 22294 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 39703 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 29905 members 
Mstep: Class 17 contains 24958 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 27352 members 
Mstep: Class 20 contains 12183 members 
Mstep: Class 21 contains 6172 members 
Mstep: Class 22 contains 73772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435168.000000 Penalty: 175162.671875
Iteration 92Q: 23 clusters Score -8.943517e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87654 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22005 members 
Mstep: Class 5 contains 32893 members 
Mstep: Class 6 contains 12887 members 
Mstep: Class 7 contains 36008 members 
Mstep: Class 8 contains 22327 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 39848 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 29664 members 
Mstep: Class 17 contains 24952 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 27208 members 
Mstep: Class 20 contains 12192 members 
Mstep: Class 21 contains 6181 members 
Mstep: Class 22 contains 73866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435360.000000 Penalty: 175162.671875
Iteration 93Q: 23 clusters Score -8.943536e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87653 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22013 members 
Mstep: Class 5 contains 32960 members 
Mstep: Class 6 contains 12871 members 
Mstep: Class 7 contains 36049 members 
Mstep: Class 8 contains 22365 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 39992 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 29427 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 27062 members 
Mstep: Class 20 contains 12205 members 
Mstep: Class 21 contains 6188 members 
Mstep: Class 22 contains 73962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435552.000000 Penalty: 175162.671875
Iteration 94Q: 23 clusters Score -8.943555e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87659 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22024 members 
Mstep: Class 5 contains 33046 members 
Mstep: Class 6 contains 12855 members 
Mstep: Class 7 contains 36091 members 
Mstep: Class 8 contains 22386 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 40121 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 29193 members 
Mstep: Class 17 contains 24922 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26933 members 
Mstep: Class 20 contains 12208 members 
Mstep: Class 21 contains 6191 members 
Mstep: Class 22 contains 74058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435616.000000 Penalty: 175162.671875
Iteration 95Q: 23 clusters Score -8.943562e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87660 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22038 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 12841 members 
Mstep: Class 7 contains 36154 members 
Mstep: Class 8 contains 22400 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 40226 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 28963 members 
Mstep: Class 17 contains 24908 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26825 members 
Mstep: Class 20 contains 12210 members 
Mstep: Class 21 contains 6193 members 
Mstep: Class 22 contains 74156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435544.000000 Penalty: 175162.671875
Iteration 96Q: 23 clusters Score -8.943554e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87643 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22057 members 
Mstep: Class 5 contains 33173 members 
Mstep: Class 6 contains 12833 members 
Mstep: Class 7 contains 36226 members 
Mstep: Class 8 contains 22393 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 40313 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 28714 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26743 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 6195 members 
Mstep: Class 22 contains 74291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435744.000000 Penalty: 175162.671875
Iteration 97Q: 23 clusters Score -8.943574e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87634 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22073 members 
Mstep: Class 5 contains 33203 members 
Mstep: Class 6 contains 12818 members 
Mstep: Class 7 contains 36330 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 40412 members 
Mstep: Class 12 contains 7126 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 28433 members 
Mstep: Class 17 contains 24878 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26663 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 6199 members 
Mstep: Class 22 contains 74433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435752.000000 Penalty: 175162.671875
Iteration 98Q: 23 clusters Score -8.943575e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87631 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22086 members 
Mstep: Class 5 contains 33248 members 
Mstep: Class 6 contains 12803 members 
Mstep: Class 7 contains 36413 members 
Mstep: Class 8 contains 22387 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 40521 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 28162 members 
Mstep: Class 17 contains 24873 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26580 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 74567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435952.000000 Penalty: 175162.671875
Iteration 99Q: 23 clusters Score -8.943595e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87616 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22107 members 
Mstep: Class 5 contains 33314 members 
Mstep: Class 6 contains 12793 members 
Mstep: Class 7 contains 36506 members 
Mstep: Class 8 contains 22382 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 40629 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 27865 members 
Mstep: Class 17 contains 24867 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26469 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 6203 members 
Mstep: Class 22 contains 74711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436144.000000 Penalty: 175162.671875
Iteration 100F: 23 clusters Score -8.943614e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87600 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22120 members 
Mstep: Class 5 contains 33375 members 
Mstep: Class 6 contains 12783 members 
Mstep: Class 7 contains 36591 members 
Mstep: Class 8 contains 22381 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 40717 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 27572 members 
Mstep: Class 17 contains 24850 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26386 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 6214 members 
Mstep: Class 22 contains 74869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436136.000000 Penalty: 175162.671875
Iteration 101Q: 23 clusters Score -8.943614e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87584 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22132 members 
Mstep: Class 5 contains 33437 members 
Mstep: Class 6 contains 12776 members 
Mstep: Class 7 contains 36686 members 
Mstep: Class 8 contains 22380 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 40802 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 27293 members 
Mstep: Class 17 contains 24836 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26298 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 6225 members 
Mstep: Class 22 contains 75011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436232.000000 Penalty: 175162.671875
Iteration 102Q: 23 clusters Score -8.943623e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87584 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22141 members 
Mstep: Class 5 contains 33469 members 
Mstep: Class 6 contains 12768 members 
Mstep: Class 7 contains 36778 members 
Mstep: Class 8 contains 22371 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 40875 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 27082 members 
Mstep: Class 17 contains 24823 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26213 members 
Mstep: Class 20 contains 12241 members 
Mstep: Class 21 contains 6228 members 
Mstep: Class 22 contains 75129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436360.000000 Penalty: 175162.671875
Iteration 103Q: 23 clusters Score -8.943636e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87587 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22149 members 
Mstep: Class 5 contains 33501 members 
Mstep: Class 6 contains 12755 members 
Mstep: Class 7 contains 36852 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 40944 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 26900 members 
Mstep: Class 17 contains 24816 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26139 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 6232 members 
Mstep: Class 22 contains 75226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436456.000000 Penalty: 175162.671875
Iteration 104Q: 23 clusters Score -8.943646e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87590 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22155 members 
Mstep: Class 5 contains 33528 members 
Mstep: Class 6 contains 12750 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 22356 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41003 members 
Mstep: Class 12 contains 7118 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 26688 members 
Mstep: Class 17 contains 24810 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26083 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 6240 members 
Mstep: Class 22 contains 75316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436536.000000 Penalty: 175162.671875
Iteration 105Q: 23 clusters Score -8.943654e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87602 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22160 members 
Mstep: Class 5 contains 33542 members 
Mstep: Class 6 contains 12740 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41060 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 26514 members 
Mstep: Class 17 contains 24803 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 26031 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 6241 members 
Mstep: Class 22 contains 75390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436584.000000 Penalty: 175162.671875
Iteration 106Q: 23 clusters Score -8.943658e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87604 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 33567 members 
Mstep: Class 6 contains 12733 members 
Mstep: Class 7 contains 37122 members 
Mstep: Class 8 contains 22341 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41120 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 26347 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25979 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 6243 members 
Mstep: Class 22 contains 75461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436432.000000 Penalty: 175162.671875
Iteration 107Q: 23 clusters Score -8.943643e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87602 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22169 members 
Mstep: Class 5 contains 33595 members 
Mstep: Class 6 contains 12728 members 
Mstep: Class 7 contains 37189 members 
Mstep: Class 8 contains 22334 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41178 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 26211 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25926 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 6247 members 
Mstep: Class 22 contains 75508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436408.000000 Penalty: 175162.671875
Iteration 108Q: 23 clusters Score -8.943641e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87602 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22172 members 
Mstep: Class 5 contains 33625 members 
Mstep: Class 6 contains 12723 members 
Mstep: Class 7 contains 37235 members 
Mstep: Class 8 contains 22331 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41233 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 26089 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25871 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 6249 members 
Mstep: Class 22 contains 75553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436472.000000 Penalty: 175162.671875
Iteration 109Q: 23 clusters Score -8.943647e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87598 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22173 members 
Mstep: Class 5 contains 33653 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 37280 members 
Mstep: Class 8 contains 22337 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41281 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25987 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25823 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 6250 members 
Mstep: Class 22 contains 75585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436608.000000 Penalty: 175162.671875
Iteration 110Q: 23 clusters Score -8.943661e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87599 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22178 members 
Mstep: Class 5 contains 33663 members 
Mstep: Class 6 contains 12715 members 
Mstep: Class 7 contains 37308 members 
Mstep: Class 8 contains 22339 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41317 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25907 members 
Mstep: Class 17 contains 24783 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25785 members 
Mstep: Class 20 contains 12232 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 75621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436504.000000 Penalty: 175162.671875
Iteration 111Q: 23 clusters Score -8.94365e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87591 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22185 members 
Mstep: Class 5 contains 33674 members 
Mstep: Class 6 contains 12712 members 
Mstep: Class 7 contains 37326 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41361 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25841 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25747 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 6255 members 
Mstep: Class 22 contains 75654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436488.000000 Penalty: 175162.671875
Iteration 112Q: 23 clusters Score -8.943649e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87585 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22195 members 
Mstep: Class 5 contains 33687 members 
Mstep: Class 6 contains 12707 members 
Mstep: Class 7 contains 37349 members 
Mstep: Class 8 contains 22340 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25781 members 
Mstep: Class 17 contains 24776 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25720 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 75666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436576.000000 Penalty: 175162.671875
Iteration 113Q: 23 clusters Score -8.943658e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87580 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22197 members 
Mstep: Class 5 contains 33709 members 
Mstep: Class 6 contains 12706 members 
Mstep: Class 7 contains 37375 members 
Mstep: Class 8 contains 22337 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41432 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25726 members 
Mstep: Class 17 contains 24773 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25702 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 75678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436712.000000 Penalty: 175162.671875
Iteration 114Q: 23 clusters Score -8.943671e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87571 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22199 members 
Mstep: Class 5 contains 33721 members 
Mstep: Class 6 contains 12703 members 
Mstep: Class 7 contains 37401 members 
Mstep: Class 8 contains 22328 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41458 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 24770 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25681 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 6265 members 
Mstep: Class 22 contains 75698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436592.000000 Penalty: 175162.671875
Iteration 115Q: 23 clusters Score -8.943659e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87573 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22201 members 
Mstep: Class 5 contains 33733 members 
Mstep: Class 6 contains 12699 members 
Mstep: Class 7 contains 37415 members 
Mstep: Class 8 contains 22326 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41486 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25650 members 
Mstep: Class 17 contains 24767 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25653 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 75714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436696.000000 Penalty: 175162.671875
Iteration 116Q: 23 clusters Score -8.94367e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22202 members 
Mstep: Class 5 contains 33740 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 37434 members 
Mstep: Class 8 contains 22322 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41527 members 
Mstep: Class 12 contains 7109 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25615 members 
Mstep: Class 17 contains 24760 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25619 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 6268 members 
Mstep: Class 22 contains 75724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436848.000000 Penalty: 175162.671875
Iteration 117Q: 23 clusters Score -8.943685e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87580 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22205 members 
Mstep: Class 5 contains 33744 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 37448 members 
Mstep: Class 8 contains 22316 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41560 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25580 members 
Mstep: Class 17 contains 24754 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25596 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 6268 members 
Mstep: Class 22 contains 75739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436752.000000 Penalty: 175162.671875
Iteration 118Q: 23 clusters Score -8.943675e+07 nChanged 117
Entering ConstructFrom: 
Score: -89436752.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -128736.531250 Penalty: 4018.631348
	Iteration 0F: 2 clusters Score -128736.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -125135.921875 Penalty: 8037.262695
	Iteration 0F: 3 clusters Score -125135.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -125373.335938 Penalty: 8037.262695
	Iteration 1F: 3 clusters Score -125373.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -125479.304688 Penalty: 8037.262695
	Iteration 2Q: 3 clusters Score -125479.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -125575.320312 Penalty: 8037.262695
	Iteration 3Q: 3 clusters Score -125575.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -125655.906250 Penalty: 8037.262695
	Iteration 4Q: 3 clusters Score -125655.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -125694.320312 Penalty: 8037.262695
	Iteration 5Q: 3 clusters Score -125694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -125722.210938 Penalty: 8037.262695
	Iteration 6Q: 3 clusters Score -125722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -125751.929688 Penalty: 8037.262695
	Iteration 7Q: 3 clusters Score -125751.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -125774.132812 Penalty: 8037.262695
	Iteration 8Q: 3 clusters Score -125774.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -125802.218750 Penalty: 8037.262695
	Iteration 9Q: 3 clusters Score -125802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -125807.445312 Penalty: 8037.262695
	Iteration 10Q: 3 clusters Score -125807.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -125812.031250 Penalty: 8037.262695
	Iteration 11Q: 3 clusters Score -125812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -125815.617188 Penalty: 8037.262695
	Iteration 12Q: 3 clusters Score -125815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -125815.617188 Penalty: 8037.262695
	Iteration 13F: 3 clusters Score -125815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (87577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Entering Unmasked Estep 
Score: -18001408.000000 Penalty: 6970.417480
	Iteration 0F: 2 clusters Score -1.800141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -17941596.000000 Penalty: 13940.834961
	Iteration 0F: 3 clusters Score -1.79416e+07 nChanged 39835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -17963246.000000 Penalty: 13940.834961
	Iteration 1F: 3 clusters Score -1.796325e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -17964320.000000 Penalty: 13940.834961
	Iteration 2Q: 3 clusters Score -1.796432e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -17965186.000000 Penalty: 13940.834961
	Iteration 3Q: 3 clusters Score -1.796519e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -17965866.000000 Penalty: 13940.834961
	Iteration 4Q: 3 clusters Score -1.796587e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -17966682.000000 Penalty: 13940.834961
	Iteration 5Q: 3 clusters Score -1.796668e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -17967362.000000 Penalty: 13940.834961
	Iteration 6Q: 3 clusters Score -1.796736e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -17968118.000000 Penalty: 13940.834961
	Iteration 7Q: 3 clusters Score -1.796812e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -17969332.000000 Penalty: 13940.834961
	Iteration 8Q: 3 clusters Score -1.796933e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -17970962.000000 Penalty: 13940.834961
	Iteration 9Q: 3 clusters Score -1.797096e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -17973102.000000 Penalty: 13940.834961
	Iteration 10Q: 3 clusters Score -1.79731e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -17976182.000000 Penalty: 13940.834961
	Iteration 11F: 3 clusters Score -1.797618e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -17980122.000000 Penalty: 13940.834961
	Iteration 12F: 3 clusters Score -1.798012e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -17984662.000000 Penalty: 13940.834961
	Iteration 13F: 3 clusters Score -1.798466e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -17988780.000000 Penalty: 13940.834961
	Iteration 14F: 3 clusters Score -1.798878e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -17991726.000000 Penalty: 13940.834961
	Iteration 15Q: 3 clusters Score -1.799173e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -17993450.000000 Penalty: 13940.834961
	Iteration 16Q: 3 clusters Score -1.799345e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -17994350.000000 Penalty: 13940.834961
	Iteration 17Q: 3 clusters Score -1.799435e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -17994722.000000 Penalty: 13940.834961
	Iteration 18Q: 3 clusters Score -1.799472e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -17994950.000000 Penalty: 13940.834961
	Iteration 19Q: 3 clusters Score -1.799495e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -17995094.000000 Penalty: 13940.834961
	Iteration 20F: 3 clusters Score -1.799509e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -17995166.000000 Penalty: 13940.834961
	Iteration 21Q: 3 clusters Score -1.799517e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -17995220.000000 Penalty: 13940.834961
	Iteration 22Q: 3 clusters Score -1.799522e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -17995254.000000 Penalty: 13940.834961
	Iteration 23Q: 3 clusters Score -1.799525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -17995278.000000 Penalty: 13940.834961
	Iteration 24Q: 3 clusters Score -1.799528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -17995300.000000 Penalty: 13940.834961
	Iteration 25Q: 3 clusters Score -1.79953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -17995336.000000 Penalty: 13940.834961
	Iteration 26Q: 3 clusters Score -1.799534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -17995356.000000 Penalty: 13940.834961
	Iteration 27Q: 3 clusters Score -1.799536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -17995350.000000 Penalty: 13940.834961
	Iteration 28Q: 3 clusters Score -1.799535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 86769 members 
Entering Unmasked Estep 
Score: -17995378.000000 Penalty: 13940.834961
	Iteration 29Q: 3 clusters Score -1.799538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -17995376.000000 Penalty: 13940.834961
	Iteration 30Q: 3 clusters Score -1.799538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -17995400.000000 Penalty: 13940.834961
	Iteration 31Q: 3 clusters Score -1.79954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -17995384.000000 Penalty: 13940.834961
	Iteration 32Q: 3 clusters Score -1.799538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -17995394.000000 Penalty: 13940.834961
	Iteration 33Q: 3 clusters Score -1.799539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -17995394.000000 Penalty: 13940.834961
	Iteration 34F: 3 clusters Score -1.799539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -228444.093750 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -228444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -224265.750000 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -224265.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -225313.546875 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -225313.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -226207.156250 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -226207.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -226944.843750 Penalty: 8772.036133
	Iteration 3F: 3 clusters Score -226944.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -227588.265625 Penalty: 8772.036133
	Iteration 4F: 3 clusters Score -227588.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -228174.531250 Penalty: 8772.036133
	Iteration 5F: 3 clusters Score -228174.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -228360.062500 Penalty: 8772.036133
	Iteration 6Q: 3 clusters Score -228360.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -228536.000000 Penalty: 8772.036133
	Iteration 7Q: 3 clusters Score -228536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -228712.765625 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -228712.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -229072.515625 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -229072.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -229130.906250 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -229130.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -229188.703125 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -229188.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -229277.218750 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -229277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -229356.625000 Penalty: 8772.036133
	Iteration 13Q: 3 clusters Score -229356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -229439.812500 Penalty: 8772.036133
	Iteration 14Q: 3 clusters Score -229439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -229537.140625 Penalty: 8772.036133
	Iteration 15Q: 3 clusters Score -229537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -229603.265625 Penalty: 8772.036133
	Iteration 16Q: 3 clusters Score -229603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -229610.703125 Penalty: 8772.036133
	Iteration 17Q: 3 clusters Score -229610.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -229614.296875 Penalty: 8772.036133
	Iteration 18F: 3 clusters Score -229614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -229618.484375 Penalty: 8772.036133
	Iteration 19Q: 3 clusters Score -229618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -229618.484375 Penalty: 8772.036133
	Iteration 20F: 3 clusters Score -229618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 22206 members 
Mstep: Class 5 contains 33741 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 37463 members 
Mstep: Class 8 contains 22313 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41597 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25547 members 
Mstep: Class 17 contains 24754 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25568 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 75757 members 
Mstep: Class 23 contains 667 members 
Entering Unmasked Estep 
Score: -89434248.000000 Penalty: 183124.609375
Splitting cluster 3 changes total score from -89436752.000000 to -89434248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Entering Unmasked Estep 
Score: -4580624.500000 Penalty: 6129.972168
	Iteration 0F: 2 clusters Score -4580624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -4562693.000000 Penalty: 12259.944336
	Iteration 0F: 3 clusters Score -4562693 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4567714.000000 Penalty: 12259.944336
	Iteration 1F: 3 clusters Score -4567714 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -4568549.000000 Penalty: 12259.944336
	Iteration 2F: 3 clusters Score -4568549 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -4569234.500000 Penalty: 12259.944336
	Iteration 3F: 3 clusters Score -4569234 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4569846.000000 Penalty: 12259.944336
	Iteration 4Q: 3 clusters Score -4569846 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4570430.000000 Penalty: 12259.944336
	Iteration 5Q: 3 clusters Score -4570430 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -4570995.000000 Penalty: 12259.944336
	Iteration 6Q: 3 clusters Score -4570995 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4571570.000000 Penalty: 12259.944336
	Iteration 7Q: 3 clusters Score -4571570 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4572122.500000 Penalty: 12259.944336
	Iteration 8Q: 3 clusters Score -4572122 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -4572632.500000 Penalty: 12259.944336
	Iteration 9Q: 3 clusters Score -4572632 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4573147.500000 Penalty: 12259.944336
	Iteration 10Q: 3 clusters Score -4573148 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -4573602.000000 Penalty: 12259.944336
	Iteration 11Q: 3 clusters Score -4573602 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -4573994.000000 Penalty: 12259.944336
	Iteration 12Q: 3 clusters Score -4573994 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4574362.500000 Penalty: 12259.944336
	Iteration 13Q: 3 clusters Score -4574362 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -4574723.000000 Penalty: 12259.944336
	Iteration 14Q: 3 clusters Score -4574723 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4575008.500000 Penalty: 12259.944336
	Iteration 15Q: 3 clusters Score -4575008 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4575233.000000 Penalty: 12259.944336
	Iteration 16Q: 3 clusters Score -4575233 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4575383.000000 Penalty: 12259.944336
	Iteration 17Q: 3 clusters Score -4575383 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4575514.500000 Penalty: 12259.944336
	Iteration 18Q: 3 clusters Score -4575514 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -4575579.000000 Penalty: 12259.944336
	Iteration 19Q: 3 clusters Score -4575579 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -4575650.000000 Penalty: 12259.944336
	Iteration 20F: 3 clusters Score -4575650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4575723.500000 Penalty: 12259.944336
	Iteration 21Q: 3 clusters Score -4575724 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4575820.500000 Penalty: 12259.944336
	Iteration 22Q: 3 clusters Score -4575820 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -4575863.500000 Penalty: 12259.944336
	Iteration 23Q: 3 clusters Score -4575864 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4575909.500000 Penalty: 12259.944336
	Iteration 24Q: 3 clusters Score -4575910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4575962.000000 Penalty: 12259.944336
	Iteration 25Q: 3 clusters Score -4575962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4576002.000000 Penalty: 12259.944336
	Iteration 26Q: 3 clusters Score -4576002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4576018.000000 Penalty: 12259.944336
	Iteration 27Q: 3 clusters Score -4576018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4576036.500000 Penalty: 12259.944336
	Iteration 28Q: 3 clusters Score -4576036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4576065.000000 Penalty: 12259.944336
	Iteration 29Q: 3 clusters Score -4576065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4576070.500000 Penalty: 12259.944336
	Iteration 30Q: 3 clusters Score -4576070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4576079.500000 Penalty: 12259.944336
	Iteration 31Q: 3 clusters Score -4576080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4576098.500000 Penalty: 12259.944336
	Iteration 32Q: 3 clusters Score -4576098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4576108.500000 Penalty: 12259.944336
	Iteration 33Q: 3 clusters Score -4576108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4576120.000000 Penalty: 12259.944336
	Iteration 34Q: 3 clusters Score -4576120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4576124.000000 Penalty: 12259.944336
	Iteration 35Q: 3 clusters Score -4576124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4576122.500000 Penalty: 12259.944336
	Iteration 36Q: 3 clusters Score -4576122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4576132.000000 Penalty: 12259.944336
	Iteration 37Q: 3 clusters Score -4576132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4576144.500000 Penalty: 12259.944336
	Iteration 38Q: 3 clusters Score -4576144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4576143.000000 Penalty: 12259.944336
	Iteration 39Q: 3 clusters Score -4576143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4576153.000000 Penalty: 12259.944336
	Iteration 40F: 3 clusters Score -4576153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4576161.500000 Penalty: 12259.944336
	Iteration 41Q: 3 clusters Score -4576162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4576174.000000 Penalty: 12259.944336
	Iteration 42Q: 3 clusters Score -4576174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4576183.000000 Penalty: 12259.944336
	Iteration 43Q: 3 clusters Score -4576183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -4576178.000000 Penalty: 12259.944336
	Iteration 44Q: 3 clusters Score -4576178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4576188.500000 Penalty: 12259.944336
	Iteration 45Q: 3 clusters Score -4576188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4576193.500000 Penalty: 12259.944336
	Iteration 46Q: 3 clusters Score -4576194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4576207.500000 Penalty: 12259.944336
	Iteration 47Q: 3 clusters Score -4576208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4576199.500000 Penalty: 12259.944336
	Iteration 48Q: 3 clusters Score -4576200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4576203.500000 Penalty: 12259.944336
	Iteration 49Q: 3 clusters Score -4576204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4576215.500000 Penalty: 12259.944336
	Iteration 50Q: 3 clusters Score -4576216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4576213.000000 Penalty: 12259.944336
	Iteration 51Q: 3 clusters Score -4576213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4576215.500000 Penalty: 12259.944336
	Iteration 52Q: 3 clusters Score -4576216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4576211.500000 Penalty: 12259.944336
	Iteration 53Q: 3 clusters Score -4576212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4576217.500000 Penalty: 12259.944336
	Iteration 54Q: 3 clusters Score -4576218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4576210.000000 Penalty: 12259.944336
	Iteration 55Q: 3 clusters Score -4576210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4576214.500000 Penalty: 12259.944336
	Iteration 56Q: 3 clusters Score -4576214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4576217.500000 Penalty: 12259.944336
	Iteration 57Q: 3 clusters Score -4576218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4576214.500000 Penalty: 12259.944336
	Iteration 58Q: 3 clusters Score -4576214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4576214.500000 Penalty: 12259.944336
	Iteration 59F: 3 clusters Score -4576214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Entering Unmasked Estep 
Score: -6624180.000000 Penalty: 6386.212402
	Iteration 0F: 2 clusters Score -6624180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -6598987.500000 Penalty: 12772.424805
	Iteration 0F: 3 clusters Score -6598988 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -6606867.000000 Penalty: 12772.424805
	Iteration 1F: 3 clusters Score -6606867 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -6608033.500000 Penalty: 12772.424805
	Iteration 2F: 3 clusters Score -6608034 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -6609281.000000 Penalty: 12772.424805
	Iteration 3F: 3 clusters Score -6609281 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -6610710.000000 Penalty: 12772.424805
	Iteration 4F: 3 clusters Score -6610710 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -6612525.000000 Penalty: 12772.424805
	Iteration 5F: 3 clusters Score -6612525 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -6614452.500000 Penalty: 12772.424805
	Iteration 6F: 3 clusters Score -6614452 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -6615991.500000 Penalty: 12772.424805
	Iteration 7F: 3 clusters Score -6615992 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6617210.000000 Penalty: 12772.424805
	Iteration 8F: 3 clusters Score -6617210 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -6617952.500000 Penalty: 12772.424805
	Iteration 9Q: 3 clusters Score -6617952 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -6618362.000000 Penalty: 12772.424805
	Iteration 10Q: 3 clusters Score -6618362 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -6618740.500000 Penalty: 12772.424805
	Iteration 11Q: 3 clusters Score -6618740 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -6618919.500000 Penalty: 12772.424805
	Iteration 12Q: 3 clusters Score -6618920 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -6619055.500000 Penalty: 12772.424805
	Iteration 13Q: 3 clusters Score -6619056 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -6619186.500000 Penalty: 12772.424805
	Iteration 14Q: 3 clusters Score -6619186 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -6619307.500000 Penalty: 12772.424805
	Iteration 15Q: 3 clusters Score -6619308 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -6619388.500000 Penalty: 12772.424805
	Iteration 16Q: 3 clusters Score -6619388 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -6619492.500000 Penalty: 12772.424805
	Iteration 17Q: 3 clusters Score -6619492 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -6619559.000000 Penalty: 12772.424805
	Iteration 18Q: 3 clusters Score -6619559 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -6619610.500000 Penalty: 12772.424805
	Iteration 19Q: 3 clusters Score -6619610 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -6619696.500000 Penalty: 12772.424805
	Iteration 20F: 3 clusters Score -6619696 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -6619777.000000 Penalty: 12772.424805
	Iteration 21Q: 3 clusters Score -6619777 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -6619837.500000 Penalty: 12772.424805
	Iteration 22Q: 3 clusters Score -6619838 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -6619895.500000 Penalty: 12772.424805
	Iteration 23Q: 3 clusters Score -6619896 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -6619973.500000 Penalty: 12772.424805
	Iteration 24Q: 3 clusters Score -6619974 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -6620049.500000 Penalty: 12772.424805
	Iteration 25Q: 3 clusters Score -6620050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -6620081.500000 Penalty: 12772.424805
	Iteration 26Q: 3 clusters Score -6620082 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -6620145.500000 Penalty: 12772.424805
	Iteration 27Q: 3 clusters Score -6620146 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -6620190.500000 Penalty: 12772.424805
	Iteration 28Q: 3 clusters Score -6620190 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -6620261.500000 Penalty: 12772.424805
	Iteration 29Q: 3 clusters Score -6620262 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -6620346.000000 Penalty: 12772.424805
	Iteration 30Q: 3 clusters Score -6620346 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -6620380.500000 Penalty: 12772.424805
	Iteration 31Q: 3 clusters Score -6620380 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -6620466.000000 Penalty: 12772.424805
	Iteration 32Q: 3 clusters Score -6620466 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -6620526.000000 Penalty: 12772.424805
	Iteration 33Q: 3 clusters Score -6620526 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -6620579.500000 Penalty: 12772.424805
	Iteration 34Q: 3 clusters Score -6620580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -6620646.500000 Penalty: 12772.424805
	Iteration 35Q: 3 clusters Score -6620646 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -6620726.000000 Penalty: 12772.424805
	Iteration 36Q: 3 clusters Score -6620726 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -6620770.000000 Penalty: 12772.424805
	Iteration 37Q: 3 clusters Score -6620770 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -6620791.500000 Penalty: 12772.424805
	Iteration 38Q: 3 clusters Score -6620792 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -6620847.500000 Penalty: 12772.424805
	Iteration 39Q: 3 clusters Score -6620848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -6620881.000000 Penalty: 12772.424805
	Iteration 40F: 3 clusters Score -6620881 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -6620912.500000 Penalty: 12772.424805
	Iteration 41Q: 3 clusters Score -6620912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -6620948.000000 Penalty: 12772.424805
	Iteration 42Q: 3 clusters Score -6620948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -6621000.500000 Penalty: 12772.424805
	Iteration 43Q: 3 clusters Score -6621000 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -6621037.500000 Penalty: 12772.424805
	Iteration 44Q: 3 clusters Score -6621038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -6621048.500000 Penalty: 12772.424805
	Iteration 45Q: 3 clusters Score -6621048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -6621095.000000 Penalty: 12772.424805
	Iteration 46Q: 3 clusters Score -6621095 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -6621126.500000 Penalty: 12772.424805
	Iteration 47Q: 3 clusters Score -6621126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -6621144.000000 Penalty: 12772.424805
	Iteration 48Q: 3 clusters Score -6621144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -6621161.500000 Penalty: 12772.424805
	Iteration 49Q: 3 clusters Score -6621162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -6621208.500000 Penalty: 12772.424805
	Iteration 50Q: 3 clusters Score -6621208 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -6621235.000000 Penalty: 12772.424805
	Iteration 51Q: 3 clusters Score -6621235 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -6621254.500000 Penalty: 12772.424805
	Iteration 52Q: 3 clusters Score -6621254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -6621276.000000 Penalty: 12772.424805
	Iteration 53Q: 3 clusters Score -6621276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -6621297.000000 Penalty: 12772.424805
	Iteration 54Q: 3 clusters Score -6621297 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -6621308.500000 Penalty: 12772.424805
	Iteration 55Q: 3 clusters Score -6621308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -6621333.000000 Penalty: 12772.424805
	Iteration 56Q: 3 clusters Score -6621333 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -6621340.500000 Penalty: 12772.424805
	Iteration 57Q: 3 clusters Score -6621340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -6621354.500000 Penalty: 12772.424805
	Iteration 58Q: 3 clusters Score -6621354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -6621376.500000 Penalty: 12772.424805
	Iteration 59Q: 3 clusters Score -6621376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -6621383.500000 Penalty: 12772.424805
	Iteration 60F: 3 clusters Score -6621384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -6621392.000000 Penalty: 12772.424805
	Iteration 61Q: 3 clusters Score -6621392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -6621408.000000 Penalty: 12772.424805
	Iteration 62Q: 3 clusters Score -6621408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -6621421.000000 Penalty: 12772.424805
	Iteration 63Q: 3 clusters Score -6621421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6621430.000000 Penalty: 12772.424805
	Iteration 64Q: 3 clusters Score -6621430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -6621449.000000 Penalty: 12772.424805
	Iteration 65Q: 3 clusters Score -6621449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -6621430.000000 Penalty: 12772.424805
	Iteration 66Q: 3 clusters Score -6621430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -6621446.000000 Penalty: 12772.424805
	Iteration 67Q: 3 clusters Score -6621446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -6621460.500000 Penalty: 12772.424805
	Iteration 68Q: 3 clusters Score -6621460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -6621478.500000 Penalty: 12772.424805
	Iteration 69Q: 3 clusters Score -6621478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -6621481.500000 Penalty: 12772.424805
	Iteration 70Q: 3 clusters Score -6621482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -6621486.500000 Penalty: 12772.424805
	Iteration 71Q: 3 clusters Score -6621486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -6621488.000000 Penalty: 12772.424805
	Iteration 72Q: 3 clusters Score -6621488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -6621488.500000 Penalty: 12772.424805
	Iteration 73Q: 3 clusters Score -6621488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -6621492.500000 Penalty: 12772.424805
	Iteration 74Q: 3 clusters Score -6621492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -6621492.500000 Penalty: 12772.424805
	Iteration 75Q: 3 clusters Score -6621492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -6621500.000000 Penalty: 12772.424805
	Iteration 76Q: 3 clusters Score -6621500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -6621508.500000 Penalty: 12772.424805
	Iteration 77Q: 3 clusters Score -6621508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -6621498.000000 Penalty: 12772.424805
	Iteration 78Q: 3 clusters Score -6621498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -6621491.000000 Penalty: 12772.424805
	Iteration 79Q: 3 clusters Score -6621491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -6621492.000000 Penalty: 12772.424805
	Iteration 80F: 3 clusters Score -6621492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -6621498.500000 Penalty: 12772.424805
	Iteration 81Q: 3 clusters Score -6621498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -6621492.000000 Penalty: 12772.424805
	Iteration 82Q: 3 clusters Score -6621492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6621498.500000 Penalty: 12772.424805
	Iteration 83Q: 3 clusters Score -6621498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -6621497.500000 Penalty: 12772.424805
	Iteration 84Q: 3 clusters Score -6621498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -6621499.500000 Penalty: 12772.424805
	Iteration 85Q: 3 clusters Score -6621500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -6621499.500000 Penalty: 12772.424805
	Iteration 86Q: 3 clusters Score -6621500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -6621508.000000 Penalty: 12772.424805
	Iteration 87Q: 3 clusters Score -6621508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -6621510.500000 Penalty: 12772.424805
	Iteration 88Q: 3 clusters Score -6621510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -6621512.000000 Penalty: 12772.424805
	Iteration 89Q: 3 clusters Score -6621512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -6621514.500000 Penalty: 12772.424805
	Iteration 90Q: 3 clusters Score -6621514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -6621522.500000 Penalty: 12772.424805
	Iteration 91Q: 3 clusters Score -6621522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -6621533.000000 Penalty: 12772.424805
	Iteration 92Q: 3 clusters Score -6621533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -6621541.500000 Penalty: 12772.424805
	Iteration 93Q: 3 clusters Score -6621542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -6621541.500000 Penalty: 12772.424805
	Iteration 94Q: 3 clusters Score -6621542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -6621543.500000 Penalty: 12772.424805
	Iteration 95Q: 3 clusters Score -6621544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -6621544.000000 Penalty: 12772.424805
	Iteration 96Q: 3 clusters Score -6621544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -6621543.000000 Penalty: 12772.424805
	Iteration 97Q: 3 clusters Score -6621543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -6621550.000000 Penalty: 12772.424805
	Iteration 98Q: 3 clusters Score -6621550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -6621556.500000 Penalty: 12772.424805
	Iteration 99Q: 3 clusters Score -6621556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -6621556.000000 Penalty: 12772.424805
	Iteration 100F: 3 clusters Score -6621556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -6621559.000000 Penalty: 12772.424805
	Iteration 101Q: 3 clusters Score -6621559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -6621559.500000 Penalty: 12772.424805
	Iteration 102Q: 3 clusters Score -6621560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6621565.500000 Penalty: 12772.424805
	Iteration 103Q: 3 clusters Score -6621566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -6621558.500000 Penalty: 12772.424805
	Iteration 104Q: 3 clusters Score -6621558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -6621566.000000 Penalty: 12772.424805
	Iteration 105Q: 3 clusters Score -6621566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -6621570.000000 Penalty: 12772.424805
	Iteration 106Q: 3 clusters Score -6621570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -6621570.500000 Penalty: 12772.424805
	Iteration 107Q: 3 clusters Score -6621570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -6621565.000000 Penalty: 12772.424805
	Iteration 108Q: 3 clusters Score -6621565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -6621565.000000 Penalty: 12772.424805
	Iteration 109F: 3 clusters Score -6621565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Entering Unmasked Estep 
Score: -2567002.250000 Penalty: 5787.586914
	Iteration 0F: 2 clusters Score -2567002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2555158.500000 Penalty: 11575.173828
	Iteration 0F: 3 clusters Score -2555158 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2558055.000000 Penalty: 11575.173828
	Iteration 1F: 3 clusters Score -2558055 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2558950.500000 Penalty: 11575.173828
	Iteration 2F: 3 clusters Score -2558950 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2559702.250000 Penalty: 11575.173828
	Iteration 3F: 3 clusters Score -2559702 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2560347.250000 Penalty: 11575.173828
	Iteration 4F: 3 clusters Score -2560347 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2560939.000000 Penalty: 11575.173828
	Iteration 5F: 3 clusters Score -2560939 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2561484.000000 Penalty: 11575.173828
	Iteration 6F: 3 clusters Score -2561484 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2561950.500000 Penalty: 11575.173828
	Iteration 7Q: 3 clusters Score -2561950 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2562344.750000 Penalty: 11575.173828
	Iteration 8Q: 3 clusters Score -2562345 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2562686.750000 Penalty: 11575.173828
	Iteration 9Q: 3 clusters Score -2562687 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2562998.250000 Penalty: 11575.173828
	Iteration 10Q: 3 clusters Score -2562998 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2563237.250000 Penalty: 11575.173828
	Iteration 11Q: 3 clusters Score -2563237 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2563412.250000 Penalty: 11575.173828
	Iteration 12Q: 3 clusters Score -2563412 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2563540.750000 Penalty: 11575.173828
	Iteration 13Q: 3 clusters Score -2563541 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2563632.750000 Penalty: 11575.173828
	Iteration 14Q: 3 clusters Score -2563633 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2563705.000000 Penalty: 11575.173828
	Iteration 15Q: 3 clusters Score -2563705 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2563766.750000 Penalty: 11575.173828
	Iteration 16Q: 3 clusters Score -2563767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2563812.500000 Penalty: 11575.173828
	Iteration 17Q: 3 clusters Score -2563812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2563837.750000 Penalty: 11575.173828
	Iteration 18Q: 3 clusters Score -2563838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2563863.250000 Penalty: 11575.173828
	Iteration 19Q: 3 clusters Score -2563863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2563884.250000 Penalty: 11575.173828
	Iteration 20F: 3 clusters Score -2563884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2563896.250000 Penalty: 11575.173828
	Iteration 21Q: 3 clusters Score -2563896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2563912.750000 Penalty: 11575.173828
	Iteration 22Q: 3 clusters Score -2563913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2563924.250000 Penalty: 11575.173828
	Iteration 23Q: 3 clusters Score -2563924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2563938.250000 Penalty: 11575.173828
	Iteration 24Q: 3 clusters Score -2563938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2563959.000000 Penalty: 11575.173828
	Iteration 25Q: 3 clusters Score -2563959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2563968.750000 Penalty: 11575.173828
	Iteration 26Q: 3 clusters Score -2563969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2563969.250000 Penalty: 11575.173828
	Iteration 27Q: 3 clusters Score -2563969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2563979.000000 Penalty: 11575.173828
	Iteration 28Q: 3 clusters Score -2563979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2563981.000000 Penalty: 11575.173828
	Iteration 29Q: 3 clusters Score -2563981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2563988.750000 Penalty: 11575.173828
	Iteration 30Q: 3 clusters Score -2563989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2563988.000000 Penalty: 11575.173828
	Iteration 31Q: 3 clusters Score -2563988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2563986.500000 Penalty: 11575.173828
	Iteration 32Q: 3 clusters Score -2563986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2563991.750000 Penalty: 11575.173828
	Iteration 33Q: 3 clusters Score -2563992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2563993.250000 Penalty: 11575.173828
	Iteration 34Q: 3 clusters Score -2563993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2563996.250000 Penalty: 11575.173828
	Iteration 35Q: 3 clusters Score -2563996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2563994.750000 Penalty: 11575.173828
	Iteration 36Q: 3 clusters Score -2563995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2563996.750000 Penalty: 11575.173828
	Iteration 37Q: 3 clusters Score -2563997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2564000.250000 Penalty: 11575.173828
	Iteration 38Q: 3 clusters Score -2564000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2564000.250000 Penalty: 11575.173828
	Iteration 39F: 3 clusters Score -2564000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Entering Unmasked Estep 
Score: -7758581.000000 Penalty: 6450.304199
	Iteration 0F: 2 clusters Score -7758581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -7731028.000000 Penalty: 12900.608398
	Iteration 0F: 3 clusters Score -7731028 nChanged 16049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7739328 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -7740210.000000 Penalty: 12900.608398
	Iteration 2F: 3 clusters Score -7740210 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -7740891.000000 Penalty: 12900.608398
	Iteration 3Q: 3 clusters Score -7740891 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -7741471.500000 Penalty: 12900.608398
	Iteration 4Q: 3 clusters Score -7741472 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -7742069.000000 Penalty: 12900.608398
	Iteration 5Q: 3 clusters Score -7742069 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -7742606.000000 Penalty: 12900.608398
	Iteration 6Q: 3 clusters Score -7742606 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -7743288.000000 Penalty: 12900.608398
	Iteration 7Q: 3 clusters Score -7743288 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -7743914.500000 Penalty: 12900.608398
	Iteration 8Q: 3 clusters Score -7743914 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -7744664.500000 Penalty: 12900.608398
	Iteration 9Q: 3 clusters Score -7744664 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -7745468.500000 Penalty: 12900.608398
	Iteration 10Q: 3 clusters Score -7745468 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -7746302.000000 Penalty: 12900.608398
	Iteration 11Q: 3 clusters Score -7746302 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -7747187.000000 Penalty: 12900.608398
	Iteration 12Q: 3 clusters Score -7747187 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -7748085.500000 Penalty: 12900.608398
	Iteration 13Q: 3 clusters Score -7748086 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -7748905.500000 Penalty: 12900.608398
	Iteration 14Q: 3 clusters Score -7748906 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -7749694.000000 Penalty: 12900.608398
	Iteration 15Q: 3 clusters Score -7749694 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -7750390.000000 Penalty: 12900.608398
	Iteration 16Q: 3 clusters Score -7750390 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -7750953.500000 Penalty: 12900.608398
	Iteration 17Q: 3 clusters Score -7750954 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -7751374.500000 Penalty: 12900.608398
	Iteration 18Q: 3 clusters Score -7751374 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -7751713.500000 Penalty: 12900.608398
	Iteration 19Q: 3 clusters Score -7751714 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -7751937.500000 Penalty: 12900.608398
	Iteration 20F: 3 clusters Score -7751938 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -7752069.000000 Penalty: 12900.608398
	Iteration 21Q: 3 clusters Score -7752069 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -7752200.000000 Penalty: 12900.608398
	Iteration 22Q: 3 clusters Score -7752200 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -7752292.500000 Penalty: 12900.608398
	Iteration 23Q: 3 clusters Score -7752292 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -7752361.000000 Penalty: 12900.608398
	Iteration 24Q: 3 clusters Score -7752361 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -7752446.000000 Penalty: 12900.608398
	Iteration 25Q: 3 clusters Score -7752446 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -7752484.000000 Penalty: 12900.608398
	Iteration 26Q: 3 clusters Score -7752484 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -7752565.000000 Penalty: 12900.608398
	Iteration 27Q: 3 clusters Score -7752565 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -7752638.500000 Penalty: 12900.608398
	Iteration 28Q: 3 clusters Score -7752638 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -7752683.000000 Penalty: 12900.608398
	Iteration 29Q: 3 clusters Score -7752683 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -7752763.500000 Penalty: 12900.608398
	Iteration 30Q: 3 clusters Score -7752764 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -7752854.000000 Penalty: 12900.608398
	Iteration 31Q: 3 clusters Score -7752854 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -7752917.000000 Penalty: 12900.608398
	Iteration 32Q: 3 clusters Score -7752917 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -7753005.500000 Penalty: 12900.608398
	Iteration 33Q: 3 clusters Score -7753006 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -7753087.000000 Penalty: 12900.608398
	Iteration 34Q: 3 clusters Score -7753087 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -7753165.000000 Penalty: 12900.608398
	Iteration 35Q: 3 clusters Score -7753165 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -7753206.000000 Penalty: 12900.608398
	Iteration 36Q: 3 clusters Score -7753206 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -7753248.000000 Penalty: 12900.608398
	Iteration 37Q: 3 clusters Score -7753248 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -7753314.000000 Penalty: 12900.608398
	Iteration 38Q: 3 clusters Score -7753314 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -7753412.500000 Penalty: 12900.608398
	Iteration 39Q: 3 clusters Score -7753412 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -7753476.500000 Penalty: 12900.608398
	Iteration 40F: 3 clusters Score -7753476 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -7753574.000000 Penalty: 12900.608398
	Iteration 41Q: 3 clusters Score -7753574 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -7753654.000000 Penalty: 12900.608398
	Iteration 42Q: 3 clusters Score -7753654 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -7753698.000000 Penalty: 12900.608398
	Iteration 43Q: 3 clusters Score -7753698 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -7753797.500000 Penalty: 12900.608398
	Iteration 44Q: 3 clusters Score -7753798 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -7753834.000000 Penalty: 12900.608398
	Iteration 45Q: 3 clusters Score -7753834 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -7753895.000000 Penalty: 12900.608398
	Iteration 46Q: 3 clusters Score -7753895 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -7753952.500000 Penalty: 12900.608398
	Iteration 47Q: 3 clusters Score -7753952 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -7753985.000000 Penalty: 12900.608398
	Iteration 48Q: 3 clusters Score -7753985 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -7754018.000000 Penalty: 12900.608398
	Iteration 49Q: 3 clusters Score -7754018 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -7754053.000000 Penalty: 12900.608398
	Iteration 50Q: 3 clusters Score -7754053 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -7754095.000000 Penalty: 12900.608398
	Iteration 51Q: 3 clusters Score -7754095 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -7754109.000000 Penalty: 12900.608398
	Iteration 52Q: 3 clusters Score -7754109 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -7754157.500000 Penalty: 12900.608398
	Iteration 53Q: 3 clusters Score -7754158 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -7754181.500000 Penalty: 12900.608398
	Iteration 54Q: 3 clusters Score -7754182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -7754192.000000 Penalty: 12900.608398
	Iteration 55Q: 3 clusters Score -7754192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -7754205.500000 Penalty: 12900.608398
	Iteration 56Q: 3 clusters Score -7754206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -7754208.000000 Penalty: 12900.608398
	Iteration 57Q: 3 clusters Score -7754208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -7754227.000000 Penalty: 12900.608398
	Iteration 58Q: 3 clusters Score -7754227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -7754230.000000 Penalty: 12900.608398
	Iteration 59Q: 3 clusters Score -7754230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -7754223.500000 Penalty: 12900.608398
	Iteration 60F: 3 clusters Score -7754224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -7754246.500000 Penalty: 12900.608398
	Iteration 61Q: 3 clusters Score -7754246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -7754251.000000 Penalty: 12900.608398
	Iteration 62Q: 3 clusters Score -7754251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -7754252.000000 Penalty: 12900.608398
	Iteration 63Q: 3 clusters Score -7754252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -7754271.000000 Penalty: 12900.608398
	Iteration 64Q: 3 clusters Score -7754271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -7754273.000000 Penalty: 12900.608398
	Iteration 65Q: 3 clusters Score -7754273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -7754280.500000 Penalty: 12900.608398
	Iteration 66Q: 3 clusters Score -7754280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -7754281.000000 Penalty: 12900.608398
	Iteration 67Q: 3 clusters Score -7754281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -7754297.500000 Penalty: 12900.608398
	Iteration 68Q: 3 clusters Score -7754298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -7754298.500000 Penalty: 12900.608398
	Iteration 69Q: 3 clusters Score -7754298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -7754314.500000 Penalty: 12900.608398
	Iteration 70Q: 3 clusters Score -7754314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -7754324.000000 Penalty: 12900.608398
	Iteration 71Q: 3 clusters Score -7754324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -7754323.000000 Penalty: 12900.608398
	Iteration 72Q: 3 clusters Score -7754323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -7754327.500000 Penalty: 12900.608398
	Iteration 73Q: 3 clusters Score -7754328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -7754336.500000 Penalty: 12900.608398
	Iteration 74Q: 3 clusters Score -7754336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7754325.500000 Penalty: 12900.608398
	Iteration 75Q: 3 clusters Score -7754326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7754325.500000 Penalty: 12900.608398
	Iteration 76Q: 3 clusters Score -7754326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -7754318.000000 Penalty: 12900.608398
	Iteration 77Q: 3 clusters Score -7754318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -7754331.500000 Penalty: 12900.608398
	Iteration 78Q: 3 clusters Score -7754332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -7754335.000000 Penalty: 12900.608398
	Iteration 79Q: 3 clusters Score -7754335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -7754331.500000 Penalty: 12900.608398
	Iteration 80F: 3 clusters Score -7754332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -7754335.000000 Penalty: 12900.608398
	Iteration 81Q: 3 clusters Score -7754335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -7754332.000000 Penalty: 12900.608398
	Iteration 82Q: 3 clusters Score -7754332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -7754332.000000 Penalty: 12900.608398
	Iteration 83Q: 3 clusters Score -7754332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -7754334.500000 Penalty: 12900.608398
	Iteration 84Q: 3 clusters Score -7754334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -7754339.500000 Penalty: 12900.608398
	Iteration 85Q: 3 clusters Score -7754340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -7754335.500000 Penalty: 12900.608398
	Iteration 86Q: 3 clusters Score -7754336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -7754347.000000 Penalty: 12900.608398
	Iteration 87Q: 3 clusters Score -7754347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -7754338.500000 Penalty: 12900.608398
	Iteration 88Q: 3 clusters Score -7754338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -7754336.000000 Penalty: 12900.608398
	Iteration 89Q: 3 clusters Score -7754336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -7754335.500000 Penalty: 12900.608398
	Iteration 90Q: 3 clusters Score -7754336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -7754348.500000 Penalty: 12900.608398
	Iteration 91Q: 3 clusters Score -7754348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7754344.000000 Penalty: 12900.608398
	Iteration 92Q: 3 clusters Score -7754344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -7754344.000000 Penalty: 12900.608398
	Iteration 93Q: 3 clusters Score -7754344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -7754347.000000 Penalty: 12900.608398
	Iteration 94Q: 3 clusters Score -7754347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -7754343.000000 Penalty: 12900.608398
	Iteration 95Q: 3 clusters Score -7754343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -7754343.000000 Penalty: 12900.608398
	Iteration 96F: 3 clusters Score -7754343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Entering Unmasked Estep 
Score: -4644090.000000 Penalty: 6132.916504
	Iteration 0F: 2 clusters Score -4644090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4626113.000000 Penalty: 12265.833008
	Iteration 0F: 3 clusters Score -4626113 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -4630774.500000 Penalty: 12265.833008
	Iteration 1F: 3 clusters Score -4630774 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4631384.000000 Penalty: 12265.833008
	Iteration 2F: 3 clusters Score -4631384 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4631800.500000 Penalty: 12265.833008
	Iteration 3Q: 3 clusters Score -4631800 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4632128.000000 Penalty: 12265.833008
	Iteration 4Q: 3 clusters Score -4632128 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4632352.000000 Penalty: 12265.833008
	Iteration 5Q: 3 clusters Score -4632352 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4632534.000000 Penalty: 12265.833008
	Iteration 6Q: 3 clusters Score -4632534 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4632714.500000 Penalty: 12265.833008
	Iteration 7Q: 3 clusters Score -4632714 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -4632847.500000 Penalty: 12265.833008
	Iteration 8Q: 3 clusters Score -4632848 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4633043.500000 Penalty: 12265.833008
	Iteration 9Q: 3 clusters Score -4633044 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -4633148.000000 Penalty: 12265.833008
	Iteration 10Q: 3 clusters Score -4633148 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4633262.000000 Penalty: 12265.833008
	Iteration 11Q: 3 clusters Score -4633262 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -4633345.500000 Penalty: 12265.833008
	Iteration 12Q: 3 clusters Score -4633346 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -4633452.500000 Penalty: 12265.833008
	Iteration 13Q: 3 clusters Score -4633452 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4633518.000000 Penalty: 12265.833008
	Iteration 14Q: 3 clusters Score -4633518 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4633607.500000 Penalty: 12265.833008
	Iteration 15Q: 3 clusters Score -4633608 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -4633703.000000 Penalty: 12265.833008
	Iteration 16Q: 3 clusters Score -4633703 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4633805.000000 Penalty: 12265.833008
	Iteration 17Q: 3 clusters Score -4633805 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4633881.000000 Penalty: 12265.833008
	Iteration 18Q: 3 clusters Score -4633881 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -4634001.000000 Penalty: 12265.833008
	Iteration 19Q: 3 clusters Score -4634001 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4634087.500000 Penalty: 12265.833008
	Iteration 20F: 3 clusters Score -4634088 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -4634194.500000 Penalty: 12265.833008
	Iteration 21Q: 3 clusters Score -4634194 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -4634308.000000 Penalty: 12265.833008
	Iteration 22Q: 3 clusters Score -4634308 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -4634399.000000 Penalty: 12265.833008
	Iteration 23Q: 3 clusters Score -4634399 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -4634501.500000 Penalty: 12265.833008
	Iteration 24Q: 3 clusters Score -4634502 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -4634602.000000 Penalty: 12265.833008
	Iteration 25Q: 3 clusters Score -4634602 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4634708.000000 Penalty: 12265.833008
	Iteration 26Q: 3 clusters Score -4634708 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4634834.500000 Penalty: 12265.833008
	Iteration 27Q: 3 clusters Score -4634834 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4634967.000000 Penalty: 12265.833008
	Iteration 28Q: 3 clusters Score -4634967 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4635108.500000 Penalty: 12265.833008
	Iteration 29Q: 3 clusters Score -4635108 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4635302.500000 Penalty: 12265.833008
	Iteration 30Q: 3 clusters Score -4635302 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -4635465.000000 Penalty: 12265.833008
	Iteration 31Q: 3 clusters Score -4635465 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4635719.000000 Penalty: 12265.833008
	Iteration 32Q: 3 clusters Score -4635719 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4635941.000000 Penalty: 12265.833008
	Iteration 33Q: 3 clusters Score -4635941 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -4636256.500000 Penalty: 12265.833008
	Iteration 34Q: 3 clusters Score -4636256 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4636542.000000 Penalty: 12265.833008
	Iteration 35Q: 3 clusters Score -4636542 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4636845.000000 Penalty: 12265.833008
	Iteration 36Q: 3 clusters Score -4636845 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -4637115.500000 Penalty: 12265.833008
	Iteration 37Q: 3 clusters Score -4637116 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4637399.500000 Penalty: 12265.833008
	Iteration 38Q: 3 clusters Score -4637400 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4637632.500000 Penalty: 12265.833008
	Iteration 39Q: 3 clusters Score -4637632 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4637848.000000 Penalty: 12265.833008
	Iteration 40F: 3 clusters Score -4637848 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4638001.000000 Penalty: 12265.833008
	Iteration 41Q: 3 clusters Score -4638001 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4638115.000000 Penalty: 12265.833008
	Iteration 42Q: 3 clusters Score -4638115 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -4638209.500000 Penalty: 12265.833008
	Iteration 43Q: 3 clusters Score -4638210 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4638291.500000 Penalty: 12265.833008
	Iteration 44Q: 3 clusters Score -4638292 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4638381.500000 Penalty: 12265.833008
	Iteration 45Q: 3 clusters Score -4638382 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -4638443.500000 Penalty: 12265.833008
	Iteration 46Q: 3 clusters Score -4638444 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -4638523.500000 Penalty: 12265.833008
	Iteration 47Q: 3 clusters Score -4638524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4638588.000000 Penalty: 12265.833008
	Iteration 48Q: 3 clusters Score -4638588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -4638628.000000 Penalty: 12265.833008
	Iteration 49Q: 3 clusters Score -4638628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4638640.500000 Penalty: 12265.833008
	Iteration 50Q: 3 clusters Score -4638640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4638652.000000 Penalty: 12265.833008
	Iteration 51Q: 3 clusters Score -4638652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -4638666.500000 Penalty: 12265.833008
	Iteration 52Q: 3 clusters Score -4638666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -4638681.000000 Penalty: 12265.833008
	Iteration 53Q: 3 clusters Score -4638681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4638681.000000 Penalty: 12265.833008
	Iteration 54Q: 3 clusters Score -4638681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4638695.500000 Penalty: 12265.833008
	Iteration 55Q: 3 clusters Score -4638696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4638707.000000 Penalty: 12265.833008
	Iteration 56Q: 3 clusters Score -4638707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4638710.500000 Penalty: 12265.833008
	Iteration 57Q: 3 clusters Score -4638710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4638714.500000 Penalty: 12265.833008
	Iteration 58Q: 3 clusters Score -4638714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4638714.500000 Penalty: 12265.833008
	Iteration 59Q: 3 clusters Score -4638714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -4638714.000000 Penalty: 12265.833008
	Iteration 60F: 3 clusters Score -4638714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4638718.500000 Penalty: 12265.833008
	Iteration 61Q: 3 clusters Score -4638718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4638723.500000 Penalty: 12265.833008
	Iteration 62Q: 3 clusters Score -4638724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4638723.500000 Penalty: 12265.833008
	Iteration 63F: 3 clusters Score -4638724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -267404.593750 Penalty: 4394.049316
	Iteration 0F: 2 clusters Score -267404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -262960.593750 Penalty: 8788.098633
	Iteration 0F: 3 clusters Score -262960.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -263345.375000 Penalty: 8788.098633
	Iteration 1F: 3 clusters Score -263345.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -263471.718750 Penalty: 8788.098633
	Iteration 2Q: 3 clusters Score -263471.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -263527.812500 Penalty: 8788.098633
	Iteration 3Q: 3 clusters Score -263527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -263557.281250 Penalty: 8788.098633
	Iteration 4Q: 3 clusters Score -263557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -263577.750000 Penalty: 8788.098633
	Iteration 5Q: 3 clusters Score -263577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -263584.843750 Penalty: 8788.098633
	Iteration 6Q: 3 clusters Score -263584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -263586.687500 Penalty: 8788.098633
	Iteration 7Q: 3 clusters Score -263586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -263586.687500 Penalty: 8788.098633
	Iteration 8F: 3 clusters Score -263586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -176638.671875 Penalty: 4233.445312
	Iteration 0F: 2 clusters Score -176638.7 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 527 members 
Entering Unmasked Estep 
Score: -172635.437500 Penalty: 8466.890625
	Iteration 0F: 3 clusters Score -172635.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -173170.250000 Penalty: 8466.890625
	Iteration 1F: 3 clusters Score -173170.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -173544.562500 Penalty: 8466.890625
	Iteration 2F: 3 clusters Score -173544.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174001.671875 Penalty: 8466.890625
	Iteration 3F: 3 clusters Score -174001.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -174823.015625 Penalty: 8466.890625
	Iteration 4F: 3 clusters Score -174823 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -175253.484375 Penalty: 8466.890625
	Iteration 5F: 3 clusters Score -175253.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -175504.281250 Penalty: 8466.890625
	Iteration 6Q: 3 clusters Score -175504.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -175773.921875 Penalty: 8466.890625
	Iteration 7Q: 3 clusters Score -175773.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -176115.093750 Penalty: 8466.890625
	Iteration 8Q: 3 clusters Score -176115.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -176460.171875 Penalty: 8466.890625
	Iteration 9Q: 3 clusters Score -176460.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -176683.968750 Penalty: 8466.890625
	Iteration 10Q: 3 clusters Score -176684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -176801.125000 Penalty: 8466.890625
	Iteration 11Q: 3 clusters Score -176801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -176837.359375 Penalty: 8466.890625
	Iteration 12Q: 3 clusters Score -176837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -176884.875000 Penalty: 8466.890625
	Iteration 13Q: 3 clusters Score -176884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -176900.250000 Penalty: 8466.890625
	Iteration 14Q: 3 clusters Score -176900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -176900.250000 Penalty: 8466.890625
	Iteration 15F: 3 clusters Score -176900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22206 members 
Mstep: Class 5 contains 33741 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 37463 members 
Mstep: Class 8 contains 22313 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 41597 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25547 members 
Mstep: Class 17 contains 24754 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25568 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 75757 members 
Mstep: Class 23 contains 552 members 
Entering Unmasked Estep 
Score: -89433384.000000 Penalty: 183124.609375
Splitting cluster 10 changes total score from -89436752.000000 to -89433384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (41597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Entering Unmasked Estep 
Score: -8637758.000000 Penalty: 6514.416992
	Iteration 0F: 2 clusters Score -8637758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -8607619.000000 Penalty: 13028.833984
	Iteration 0F: 3 clusters Score -8607619 nChanged 17924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -8617152.000000 Penalty: 13028.833984
	Iteration 1F: 3 clusters Score -8617152 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -8618017.000000 Penalty: 13028.833984
	Iteration 2F: 3 clusters Score -8618017 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -8618634.000000 Penalty: 13028.833984
	Iteration 3Q: 3 clusters Score -8618634 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -8619282.000000 Penalty: 13028.833984
	Iteration 4Q: 3 clusters Score -8619282 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -8619813.000000 Penalty: 13028.833984
	Iteration 5Q: 3 clusters Score -8619813 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -8620459.000000 Penalty: 13028.833984
	Iteration 6Q: 3 clusters Score -8620459 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -8621267.000000 Penalty: 13028.833984
	Iteration 7Q: 3 clusters Score -8621267 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -8622101.000000 Penalty: 13028.833984
	Iteration 8Q: 3 clusters Score -8622101 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -8623090.000000 Penalty: 13028.833984
	Iteration 9Q: 3 clusters Score -8623090 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -8624229.000000 Penalty: 13028.833984
	Iteration 10Q: 3 clusters Score -8624229 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -8625276.000000 Penalty: 13028.833984
	Iteration 11Q: 3 clusters Score -8625276 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -8626258.000000 Penalty: 13028.833984
	Iteration 12Q: 3 clusters Score -8626258 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -8627233.000000 Penalty: 13028.833984
	Iteration 13Q: 3 clusters Score -8627233 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -8628010.000000 Penalty: 13028.833984
	Iteration 14Q: 3 clusters Score -8628010 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -8628719.000000 Penalty: 13028.833984
	Iteration 15Q: 3 clusters Score -8628719 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8629400.000000 Penalty: 13028.833984
	Iteration 16Q: 3 clusters Score -8629400 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8629893.000000 Penalty: 13028.833984
	Iteration 17Q: 3 clusters Score -8629893 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -8630373.000000 Penalty: 13028.833984
	Iteration 18Q: 3 clusters Score -8630373 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8630727.000000 Penalty: 13028.833984
	Iteration 19Q: 3 clusters Score -8630727 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8631104.000000 Penalty: 13028.833984
	Iteration 20F: 3 clusters Score -8631104 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8631348.000000 Penalty: 13028.833984
	Iteration 21Q: 3 clusters Score -8631348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8631549.000000 Penalty: 13028.833984
	Iteration 22Q: 3 clusters Score -8631549 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8631674.000000 Penalty: 13028.833984
	Iteration 23Q: 3 clusters Score -8631674 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8631769.000000 Penalty: 13028.833984
	Iteration 24Q: 3 clusters Score -8631769 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8631819.000000 Penalty: 13028.833984
	Iteration 25Q: 3 clusters Score -8631819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8631884.000000 Penalty: 13028.833984
	Iteration 26Q: 3 clusters Score -8631884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8631916.000000 Penalty: 13028.833984
	Iteration 27Q: 3 clusters Score -8631916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8631934.000000 Penalty: 13028.833984
	Iteration 28Q: 3 clusters Score -8631934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8631950.000000 Penalty: 13028.833984
	Iteration 29Q: 3 clusters Score -8631950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8631959.000000 Penalty: 13028.833984
	Iteration 30Q: 3 clusters Score -8631959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8631973.000000 Penalty: 13028.833984
	Iteration 31Q: 3 clusters Score -8631973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8632000.000000 Penalty: 13028.833984
	Iteration 32Q: 3 clusters Score -8632000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8632011.000000 Penalty: 13028.833984
	Iteration 33Q: 3 clusters Score -8632011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8632007.000000 Penalty: 13028.833984
	Iteration 34Q: 3 clusters Score -8632007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8632010.000000 Penalty: 13028.833984
	Iteration 35Q: 3 clusters Score -8632010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8632019.000000 Penalty: 13028.833984
	Iteration 36Q: 3 clusters Score -8632019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8632027.000000 Penalty: 13028.833984
	Iteration 37Q: 3 clusters Score -8632027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8632031.000000 Penalty: 13028.833984
	Iteration 38Q: 3 clusters Score -8632031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8632040.000000 Penalty: 13028.833984
	Iteration 39Q: 3 clusters Score -8632040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8632044.000000 Penalty: 13028.833984
	Iteration 40F: 3 clusters Score -8632044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8632046.000000 Penalty: 13028.833984
	Iteration 41Q: 3 clusters Score -8632046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8632043.000000 Penalty: 13028.833984
	Iteration 42Q: 3 clusters Score -8632043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8632049.000000 Penalty: 13028.833984
	Iteration 43Q: 3 clusters Score -8632049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8632057.000000 Penalty: 13028.833984
	Iteration 44Q: 3 clusters Score -8632057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8632055.000000 Penalty: 13028.833984
	Iteration 45Q: 3 clusters Score -8632055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8632054.000000 Penalty: 13028.833984
	Iteration 46Q: 3 clusters Score -8632054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8632051.000000 Penalty: 13028.833984
	Iteration 47Q: 3 clusters Score -8632051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8632051.000000 Penalty: 13028.833984
	Iteration 48F: 3 clusters Score -8632051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Entering Unmasked Estep 
Score: -1429830.750000 Penalty: 5432.248047
	Iteration 0F: 2 clusters Score -1429831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1421427.000000 Penalty: 10864.496094
	Iteration 0F: 3 clusters Score -1421427 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1423017.125000 Penalty: 10864.496094
	Iteration 1F: 3 clusters Score -1423017 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1423491.375000 Penalty: 10864.496094
	Iteration 2F: 3 clusters Score -1423491 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1423775.375000 Penalty: 10864.496094
	Iteration 3F: 3 clusters Score -1423775 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1423982.250000 Penalty: 10864.496094
	Iteration 4Q: 3 clusters Score -1423982 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1424150.625000 Penalty: 10864.496094
	Iteration 5Q: 3 clusters Score -1424151 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1424305.000000 Penalty: 10864.496094
	Iteration 6Q: 3 clusters Score -1424305 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1424439.375000 Penalty: 10864.496094
	Iteration 7Q: 3 clusters Score -1424439 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1424582.625000 Penalty: 10864.496094
	Iteration 8Q: 3 clusters Score -1424583 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1424712.125000 Penalty: 10864.496094
	Iteration 9Q: 3 clusters Score -1424712 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1424883.875000 Penalty: 10864.496094
	Iteration 10Q: 3 clusters Score -1424884 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1425074.875000 Penalty: 10864.496094
	Iteration 11Q: 3 clusters Score -1425075 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1425257.375000 Penalty: 10864.496094
	Iteration 12Q: 3 clusters Score -1425257 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1425452.500000 Penalty: 10864.496094
	Iteration 13Q: 3 clusters Score -1425452 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1425638.375000 Penalty: 10864.496094
	Iteration 14Q: 3 clusters Score -1425638 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1425818.750000 Penalty: 10864.496094
	Iteration 15Q: 3 clusters Score -1425819 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1425953.875000 Penalty: 10864.496094
	Iteration 16Q: 3 clusters Score -1425954 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1426046.375000 Penalty: 10864.496094
	Iteration 17Q: 3 clusters Score -1426046 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1426137.000000 Penalty: 10864.496094
	Iteration 18Q: 3 clusters Score -1426137 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1426204.625000 Penalty: 10864.496094
	Iteration 19Q: 3 clusters Score -1426205 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1426249.500000 Penalty: 10864.496094
	Iteration 20F: 3 clusters Score -1426250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1426290.000000 Penalty: 10864.496094
	Iteration 21Q: 3 clusters Score -1426290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1426313.250000 Penalty: 10864.496094
	Iteration 22Q: 3 clusters Score -1426313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1426333.625000 Penalty: 10864.496094
	Iteration 23Q: 3 clusters Score -1426334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1426343.375000 Penalty: 10864.496094
	Iteration 24Q: 3 clusters Score -1426343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1426347.750000 Penalty: 10864.496094
	Iteration 25Q: 3 clusters Score -1426348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1426351.750000 Penalty: 10864.496094
	Iteration 26Q: 3 clusters Score -1426352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1426358.000000 Penalty: 10864.496094
	Iteration 27Q: 3 clusters Score -1426358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1426363.250000 Penalty: 10864.496094
	Iteration 28Q: 3 clusters Score -1426363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1426368.125000 Penalty: 10864.496094
	Iteration 29Q: 3 clusters Score -1426368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1426372.000000 Penalty: 10864.496094
	Iteration 30Q: 3 clusters Score -1426372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1426379.875000 Penalty: 10864.496094
	Iteration 31Q: 3 clusters Score -1426380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1426384.375000 Penalty: 10864.496094
	Iteration 32Q: 3 clusters Score -1426384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1426388.375000 Penalty: 10864.496094
	Iteration 33Q: 3 clusters Score -1426388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1426393.250000 Penalty: 10864.496094
	Iteration 34Q: 3 clusters Score -1426393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1426396.000000 Penalty: 10864.496094
	Iteration 35Q: 3 clusters Score -1426396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1426396.375000 Penalty: 10864.496094
	Iteration 36Q: 3 clusters Score -1426396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1426396.375000 Penalty: 10864.496094
	Iteration 37F: 3 clusters Score -1426396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -116043.773438 Penalty: 3949.944580
	Iteration 0F: 2 clusters Score -116043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -112381.593750 Penalty: 7899.889160
	Iteration 0F: 3 clusters Score -112381.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112662.734375 Penalty: 7899.889160
	Iteration 1F: 3 clusters Score -112662.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -112836.984375 Penalty: 7899.889160
	Iteration 2Q: 3 clusters Score -112837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -113094.343750 Penalty: 7899.889160
	Iteration 3Q: 3 clusters Score -113094.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -113224.312500 Penalty: 7899.889160
	Iteration 4Q: 3 clusters Score -113224.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113268.046875 Penalty: 7899.889160
	Iteration 5Q: 3 clusters Score -113268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -113285.132812 Penalty: 7899.889160
	Iteration 6Q: 3 clusters Score -113285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -113296.203125 Penalty: 7899.889160
	Iteration 7Q: 3 clusters Score -113296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -113304.812500 Penalty: 7899.889160
	Iteration 8Q: 3 clusters Score -113304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -113307.070312 Penalty: 7899.889160
	Iteration 9Q: 3 clusters Score -113307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -113308.742188 Penalty: 7899.889160
	Iteration 10Q: 3 clusters Score -113308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -113311.195312 Penalty: 7899.889160
	Iteration 11Q: 3 clusters Score -113311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -113311.195312 Penalty: 7899.889160
	Iteration 12F: 3 clusters Score -113311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -112459.132812 Penalty: 3999.269043
	Iteration 0F: 2 clusters Score -112459.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -108899.656250 Penalty: 7998.538086
	Iteration 0F: 3 clusters Score -108899.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -109542.929688 Penalty: 7998.538086
	Iteration 1F: 3 clusters Score -109542.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110099.820312 Penalty: 7998.538086
	Iteration 2F: 3 clusters Score -110099.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110688.273438 Penalty: 7998.538086
	Iteration 3F: 3 clusters Score -110688.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111298.453125 Penalty: 7998.538086
	Iteration 4F: 3 clusters Score -111298.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111944.617188 Penalty: 7998.538086
	Iteration 5Q: 3 clusters Score -111944.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112277.250000 Penalty: 7998.538086
	Iteration 6Q: 3 clusters Score -112277.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -112316.125000 Penalty: 7998.538086
	Iteration 7Q: 3 clusters Score -112316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112342.093750 Penalty: 7998.538086
	Iteration 8Q: 3 clusters Score -112342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112359.781250 Penalty: 7998.538086
	Iteration 9Q: 3 clusters Score -112359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112375.054688 Penalty: 7998.538086
	Iteration 10Q: 3 clusters Score -112375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112383.445312 Penalty: 7998.538086
	Iteration 11Q: 3 clusters Score -112383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112387.843750 Penalty: 7998.538086
	Iteration 12Q: 3 clusters Score -112387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112412.789062 Penalty: 7998.538086
	Iteration 13Q: 3 clusters Score -112412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112470.367188 Penalty: 7998.538086
	Iteration 14Q: 3 clusters Score -112470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112553.085938 Penalty: 7998.538086
	Iteration 15Q: 3 clusters Score -112553.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112812.039062 Penalty: 7998.538086
	Iteration 16Q: 3 clusters Score -112812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113000.164062 Penalty: 7998.538086
	Iteration 17Q: 3 clusters Score -113000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -113044.468750 Penalty: 7998.538086
	Iteration 18Q: 3 clusters Score -113044.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113052.679688 Penalty: 7998.538086
	Iteration 19Q: 3 clusters Score -113052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -113059.898438 Penalty: 7998.538086
	Iteration 20F: 3 clusters Score -113059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113071.945312 Penalty: 7998.538086
	Iteration 21Q: 3 clusters Score -113071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113081.515625 Penalty: 7998.538086
	Iteration 22Q: 3 clusters Score -113081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113093.156250 Penalty: 7998.538086
	Iteration 23Q: 3 clusters Score -113093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113100.968750 Penalty: 7998.538086
	Iteration 24Q: 3 clusters Score -113101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -113111.984375 Penalty: 7998.538086
	Iteration 25Q: 3 clusters Score -113112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -113129.320312 Penalty: 7998.538086
	Iteration 26Q: 3 clusters Score -113129.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -113164.226562 Penalty: 7998.538086
	Iteration 27Q: 3 clusters Score -113164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113226.062500 Penalty: 7998.538086
	Iteration 28Q: 3 clusters Score -113226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113278.507812 Penalty: 7998.538086
	Iteration 29Q: 3 clusters Score -113278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113290.375000 Penalty: 7998.538086
	Iteration 30Q: 3 clusters Score -113290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113290.375000 Penalty: 7998.538086
	Iteration 31F: 3 clusters Score -113290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22206 members 
Mstep: Class 5 contains 33741 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 37463 members 
Mstep: Class 8 contains 22313 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41597 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25547 members 
Mstep: Class 17 contains 24754 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25568 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 75757 members 
Mstep: Class 23 contains 434 members 
Entering Unmasked Estep 
Score: -89433592.000000 Penalty: 183124.609375
Splitting cluster 14 changes total score from -89436752.000000 to -89433592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -179557.375000 Penalty: 4175.921387
	Iteration 0F: 2 clusters Score -179557.4 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 473 members 
Entering Unmasked Estep 
Score: -175547.203125 Penalty: 8351.842773
	Iteration 0F: 3 clusters Score -175547.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -175859.312500 Penalty: 8351.842773
	Iteration 1F: 3 clusters Score -175859.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -175962.703125 Penalty: 8351.842773
	Iteration 2Q: 3 clusters Score -175962.7 nChanged 19
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: -176019.968750 Penalty: 8351.842773
	Iteration 3Q: 3 clusters Score -176020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -176055.109375 Penalty: 8351.842773
	Iteration 4Q: 3 clusters Score -176055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -176071.390625 Penalty: 8351.842773
	Iteration 5Q: 3 clusters Score -176071.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -176091.125000 Penalty: 8351.842773
	Iteration 6Q: 3 clusters Score -176091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -176094.453125 Penalty: 8351.842773
	Iteration 7Q: 3 clusters Score -176094.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -176096.296875 Penalty: 8351.842773
	Iteration 8Q: 3 clusters Score -176096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -176096.296875 Penalty: 8351.842773
	Iteration 9F: 3 clusters Score -176096.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Entering Unmasked Estep 
Score: -5268371.000000 Penalty: 6215.818848
	Iteration 0F: 2 clusters Score -5268371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -5248299.500000 Penalty: 12431.637695
	Iteration 0F: 3 clusters Score -5248300 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -5254039.500000 Penalty: 12431.637695
	Iteration 1F: 3 clusters Score -5254040 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -5254767.500000 Penalty: 12431.637695
	Iteration 2F: 3 clusters Score -5254768 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5255373.500000 Penalty: 12431.637695
	Iteration 3F: 3 clusters Score -5255374 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -5255873.000000 Penalty: 12431.637695
	Iteration 4Q: 3 clusters Score -5255873 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -5256443.500000 Penalty: 12431.637695
	Iteration 5Q: 3 clusters Score -5256444 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -5256996.000000 Penalty: 12431.637695
	Iteration 6Q: 3 clusters Score -5256996 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -5257634.500000 Penalty: 12431.637695
	Iteration 7Q: 3 clusters Score -5257634 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -5258262.500000 Penalty: 12431.637695
	Iteration 8Q: 3 clusters Score -5258262 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -5258849.500000 Penalty: 12431.637695
	Iteration 9Q: 3 clusters Score -5258850 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -5259337.500000 Penalty: 12431.637695
	Iteration 10Q: 3 clusters Score -5259338 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -5259804.500000 Penalty: 12431.637695
	Iteration 11Q: 3 clusters Score -5259804 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -5260191.000000 Penalty: 12431.637695
	Iteration 12Q: 3 clusters Score -5260191 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -5260570.000000 Penalty: 12431.637695
	Iteration 13Q: 3 clusters Score -5260570 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -5260913.000000 Penalty: 12431.637695
	Iteration 14Q: 3 clusters Score -5260913 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -5261197.500000 Penalty: 12431.637695
	Iteration 15Q: 3 clusters Score -5261198 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -5261414.000000 Penalty: 12431.637695
	Iteration 16Q: 3 clusters Score -5261414 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5261657.500000 Penalty: 12431.637695
	Iteration 17Q: 3 clusters Score -5261658 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -5261830.500000 Penalty: 12431.637695
	Iteration 18Q: 3 clusters Score -5261830 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -5261938.000000 Penalty: 12431.637695
	Iteration 19Q: 3 clusters Score -5261938 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -5261993.000000 Penalty: 12431.637695
	Iteration 20F: 3 clusters Score -5261993 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -5262057.000000 Penalty: 12431.637695
	Iteration 21Q: 3 clusters Score -5262057 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -5262086.000000 Penalty: 12431.637695
	Iteration 22Q: 3 clusters Score -5262086 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -5262111.000000 Penalty: 12431.637695
	Iteration 23Q: 3 clusters Score -5262111 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5262143.500000 Penalty: 12431.637695
	Iteration 24Q: 3 clusters Score -5262144 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5262175.500000 Penalty: 12431.637695
	Iteration 25Q: 3 clusters Score -5262176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -5262200.500000 Penalty: 12431.637695
	Iteration 26Q: 3 clusters Score -5262200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -5262232.000000 Penalty: 12431.637695
	Iteration 27Q: 3 clusters Score -5262232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -5262245.000000 Penalty: 12431.637695
	Iteration 28Q: 3 clusters Score -5262245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -5262250.500000 Penalty: 12431.637695
	Iteration 29Q: 3 clusters Score -5262250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -5262262.000000 Penalty: 12431.637695
	Iteration 30Q: 3 clusters Score -5262262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -5262281.000000 Penalty: 12431.637695
	Iteration 31Q: 3 clusters Score -5262281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -5262298.000000 Penalty: 12431.637695
	Iteration 32Q: 3 clusters Score -5262298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -5262297.500000 Penalty: 12431.637695
	Iteration 33Q: 3 clusters Score -5262298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5262311.000000 Penalty: 12431.637695
	Iteration 34Q: 3 clusters Score -5262311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -5262314.000000 Penalty: 12431.637695
	Iteration 35Q: 3 clusters Score -5262314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -5262323.000000 Penalty: 12431.637695
	Iteration 36Q: 3 clusters Score -5262323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -5262320.500000 Penalty: 12431.637695
	Iteration 37Q: 3 clusters Score -5262320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -5262326.000000 Penalty: 12431.637695
	Iteration 38Q: 3 clusters Score -5262326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -5262332.500000 Penalty: 12431.637695
	Iteration 39Q: 3 clusters Score -5262332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -5262342.500000 Penalty: 12431.637695
	Iteration 40F: 3 clusters Score -5262342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -5262362.500000 Penalty: 12431.637695
	Iteration 41Q: 3 clusters Score -5262362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -5262359.500000 Penalty: 12431.637695
	Iteration 42Q: 3 clusters Score -5262360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -5262373.500000 Penalty: 12431.637695
	Iteration 43Q: 3 clusters Score -5262374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -5262384.000000 Penalty: 12431.637695
	Iteration 44Q: 3 clusters Score -5262384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -5262387.500000 Penalty: 12431.637695
	Iteration 45Q: 3 clusters Score -5262388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -5262385.500000 Penalty: 12431.637695
	Iteration 46Q: 3 clusters Score -5262386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -5262382.500000 Penalty: 12431.637695
	Iteration 47Q: 3 clusters Score -5262382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -5262384.000000 Penalty: 12431.637695
	Iteration 48Q: 3 clusters Score -5262384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5262397.000000 Penalty: 12431.637695
	Iteration 49Q: 3 clusters Score -5262397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -5262396.000000 Penalty: 12431.637695
	Iteration 50Q: 3 clusters Score -5262396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -5262405.500000 Penalty: 12431.637695
	Iteration 51Q: 3 clusters Score -5262406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5262411.000000 Penalty: 12431.637695
	Iteration 52Q: 3 clusters Score -5262411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -5262436.000000 Penalty: 12431.637695
	Iteration 53Q: 3 clusters Score -5262436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -5262426.000000 Penalty: 12431.637695
	Iteration 54Q: 3 clusters Score -5262426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -5262423.000000 Penalty: 12431.637695
	Iteration 55Q: 3 clusters Score -5262423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -5262422.000000 Penalty: 12431.637695
	Iteration 56Q: 3 clusters Score -5262422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -5262430.500000 Penalty: 12431.637695
	Iteration 57Q: 3 clusters Score -5262430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5262435.000000 Penalty: 12431.637695
	Iteration 58Q: 3 clusters Score -5262435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -5262432.000000 Penalty: 12431.637695
	Iteration 59Q: 3 clusters Score -5262432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -5262445.000000 Penalty: 12431.637695
	Iteration 60F: 3 clusters Score -5262445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5262450.500000 Penalty: 12431.637695
	Iteration 61Q: 3 clusters Score -5262450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -5262446.000000 Penalty: 12431.637695
	Iteration 62Q: 3 clusters Score -5262446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -5262462.500000 Penalty: 12431.637695
	Iteration 63Q: 3 clusters Score -5262462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5262465.000000 Penalty: 12431.637695
	Iteration 64Q: 3 clusters Score -5262465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -5262467.000000 Penalty: 12431.637695
	Iteration 65Q: 3 clusters Score -5262467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -5262464.000000 Penalty: 12431.637695
	Iteration 66Q: 3 clusters Score -5262464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -5262461.500000 Penalty: 12431.637695
	Iteration 67Q: 3 clusters Score -5262462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5262462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -5262469.500000 Penalty: 12431.637695
	Iteration 69Q: 3 clusters Score -5262470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -5262461.000000 Penalty: 12431.637695
	Iteration 70Q: 3 clusters Score -5262461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -5262468.000000 Penalty: 12431.637695
	Iteration 71Q: 3 clusters Score -5262468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -5262467.500000 Penalty: 12431.637695
	Iteration 72Q: 3 clusters Score -5262468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5262466.500000 Penalty: 12431.637695
	Iteration 73Q: 3 clusters Score -5262466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -5262464.000000 Penalty: 12431.637695
	Iteration 74Q: 3 clusters Score -5262464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -5262466.000000 Penalty: 12431.637695
	Iteration 75Q: 3 clusters Score -5262466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5262458.000000 Penalty: 12431.637695
	Iteration 76Q: 3 clusters Score -5262458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -5262467.500000 Penalty: 12431.637695
	Iteration 77Q: 3 clusters Score -5262468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -5262461.500000 Penalty: 12431.637695
	Iteration 78Q: 3 clusters Score -5262462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -5262467.000000 Penalty: 12431.637695
	Iteration 79Q: 3 clusters Score -5262467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -5262481.500000 Penalty: 12431.637695
	Iteration 80F: 3 clusters Score -5262482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -5262481.500000 Penalty: 12431.637695
	Iteration 81Q: 3 clusters Score -5262482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -5262486.500000 Penalty: 12431.637695
	Iteration 82Q: 3 clusters Score -5262486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -5262487.500000 Penalty: 12431.637695
	Iteration 83Q: 3 clusters Score -5262488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -5262476.500000 Penalty: 12431.637695
	Iteration 84Q: 3 clusters Score -5262476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -5262495.500000 Penalty: 12431.637695
	Iteration 85Q: 3 clusters Score -5262496 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -5262501.000000 Penalty: 12431.637695
	Iteration 86Q: 3 clusters Score -5262501 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -5262506.000000 Penalty: 12431.637695
	Iteration 87Q: 3 clusters Score -5262506 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20005 members 
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Score: -5262507.000000 Penalty: 12431.637695
	Iteration 88Q: 3 clusters Score -5262507 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -5262534.000000 Penalty: 12431.637695
	Iteration 89Q: 3 clusters Score -5262534 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -5262535.500000 Penalty: 12431.637695
	Iteration 90Q: 3 clusters Score -5262536 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -5262545.000000 Penalty: 12431.637695
	Iteration 91Q: 3 clusters Score -5262545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -5262557.500000 Penalty: 12431.637695
	Iteration 92Q: 3 clusters Score -5262558 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5262566.000000 Penalty: 12431.637695
	Iteration 93Q: 3 clusters Score -5262566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 5318 members 
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	Iteration 94Q: 3 clusters Score -5262585 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20281 members 
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Entering Unmasked Estep 
Score: -5262593.000000 Penalty: 12431.637695
	Iteration 95Q: 3 clusters Score -5262593 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 5210 members 
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	Iteration 96Q: 3 clusters Score -5262597 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20380 members 
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Entering Unmasked Estep 
Score: -5262604.500000 Penalty: 12431.637695
	Iteration 97Q: 3 clusters Score -5262604 nChanged 56
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Mstep: Class 1 contains 20430 members 
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Entering Unmasked Estep 
Score: -5262619.000000 Penalty: 12431.637695
	Iteration 98Q: 3 clusters Score -5262619 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20480 members 
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Score: -5262656.500000 Penalty: 12431.637695
	Iteration 99Q: 3 clusters Score -5262656 nChanged 51
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Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5262657.000000 Penalty: 12431.637695
	Iteration 100F: 3 clusters Score -5262657 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20566 members 
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Entering Unmasked Estep 
Score: -5262678.500000 Penalty: 12431.637695
	Iteration 101Q: 3 clusters Score -5262678 nChanged 47
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Mstep: Class 1 contains 20609 members 
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Entering Unmasked Estep 
Score: -5262683.500000 Penalty: 12431.637695
	Iteration 102Q: 3 clusters Score -5262684 nChanged 39
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Mstep: Class 1 contains 20646 members 
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	Iteration 103Q: 3 clusters Score -5262693 nChanged 49
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Mstep: Class 1 contains 20683 members 
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Entering Unmasked Estep 
Score: -5262711.000000 Penalty: 12431.637695
	Iteration 104Q: 3 clusters Score -5262711 nChanged 40
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Entering Unmasked Estep 
Score: -5262729.500000 Penalty: 12431.637695
	Iteration 105Q: 3 clusters Score -5262730 nChanged 43
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Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5262736.500000 Penalty: 12431.637695
	Iteration 106Q: 3 clusters Score -5262736 nChanged 42
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Score: -5262751.500000 Penalty: 12431.637695
	Iteration 107Q: 3 clusters Score -5262752 nChanged 46
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Entering Unmasked Estep 
Score: -5262744.000000 Penalty: 12431.637695
	Iteration 108Q: 3 clusters Score -5262744 nChanged 30
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Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -5262746.000000 Penalty: 12431.637695
	Iteration 109Q: 3 clusters Score -5262746 nChanged 27
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Score: -5262754.500000 Penalty: 12431.637695
	Iteration 110Q: 3 clusters Score -5262754 nChanged 20
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Entering Unmasked Estep 
Score: -5262761.000000 Penalty: 12431.637695
	Iteration 111Q: 3 clusters Score -5262761 nChanged 18
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Mstep: Class 1 contains 20911 members 
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Score: -5262764.000000 Penalty: 12431.637695
	Iteration 112Q: 3 clusters Score -5262764 nChanged 13
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	Iteration 113Q: 3 clusters Score -5262764 nChanged 11
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Entering Unmasked Estep 
Score: -5262775.500000 Penalty: 12431.637695
	Iteration 114Q: 3 clusters Score -5262776 nChanged 11
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	Iteration 115Q: 3 clusters Score -5262774 nChanged 13
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Score: -5262785.500000 Penalty: 12431.637695
	Iteration 116Q: 3 clusters Score -5262786 nChanged 6
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	Iteration 117Q: 3 clusters Score -5262786 nChanged 11
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Entering Unmasked Estep 
Score: -5262782.500000 Penalty: 12431.637695
	Iteration 118Q: 3 clusters Score -5262782 nChanged 11
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	Iteration 119Q: 3 clusters Score -5262792 nChanged 16
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Score: -5262788.000000 Penalty: 12431.637695
	Iteration 120F: 3 clusters Score -5262788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5262786.500000 Penalty: 12431.637695
	Iteration 121Q: 3 clusters Score -5262786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5262790.000000 Penalty: 12431.637695
	Iteration 122Q: 3 clusters Score -5262790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -5262800.500000 Penalty: 12431.637695
	Iteration 123Q: 3 clusters Score -5262800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5262804.500000 Penalty: 12431.637695
	Iteration 124Q: 3 clusters Score -5262804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -5262812.500000 Penalty: 12431.637695
	Iteration 125Q: 3 clusters Score -5262812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5262822.500000 Penalty: 12431.637695
	Iteration 126Q: 3 clusters Score -5262822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5262819.000000 Penalty: 12431.637695
	Iteration 127Q: 3 clusters Score -5262819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5262846.000000 Penalty: 12431.637695
	Iteration 128Q: 3 clusters Score -5262846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -5262836.500000 Penalty: 12431.637695
	Iteration 129Q: 3 clusters Score -5262836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -5262828.500000 Penalty: 12431.637695
	Iteration 130Q: 3 clusters Score -5262828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5262833.000000 Penalty: 12431.637695
	Iteration 131Q: 3 clusters Score -5262833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -5262842.500000 Penalty: 12431.637695
	Iteration 132Q: 3 clusters Score -5262842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5262855.000000 Penalty: 12431.637695
	Iteration 133Q: 3 clusters Score -5262855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -5262857.500000 Penalty: 12431.637695
	Iteration 134Q: 3 clusters Score -5262858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5262853.500000 Penalty: 12431.637695
	Iteration 135Q: 3 clusters Score -5262854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5262853.000000 Penalty: 12431.637695
	Iteration 136Q: 3 clusters Score -5262853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5262868.000000 Penalty: 12431.637695
	Iteration 137Q: 3 clusters Score -5262868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -5262874.500000 Penalty: 12431.637695
	Iteration 138Q: 3 clusters Score -5262874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -5262868.500000 Penalty: 12431.637695
	Iteration 139Q: 3 clusters Score -5262868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5262877.000000 Penalty: 12431.637695
	Iteration 140F: 3 clusters Score -5262877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -5262878.500000 Penalty: 12431.637695
	Iteration 141Q: 3 clusters Score -5262878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -5262874.500000 Penalty: 12431.637695
	Iteration 142Q: 3 clusters Score -5262874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -5262879.500000 Penalty: 12431.637695
	Iteration 143Q: 3 clusters Score -5262880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -5262876.500000 Penalty: 12431.637695
	Iteration 144Q: 3 clusters Score -5262876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5262875.500000 Penalty: 12431.637695
	Iteration 145Q: 3 clusters Score -5262876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -5262880.000000 Penalty: 12431.637695
	Iteration 146Q: 3 clusters Score -5262880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -5262889.000000 Penalty: 12431.637695
	Iteration 147Q: 3 clusters Score -5262889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5262903.000000 Penalty: 12431.637695
	Iteration 148Q: 3 clusters Score -5262903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -5262905.000000 Penalty: 12431.637695
	Iteration 149Q: 3 clusters Score -5262905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5262903.500000 Penalty: 12431.637695
	Iteration 150Q: 3 clusters Score -5262904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -5262900.500000 Penalty: 12431.637695
	Iteration 151Q: 3 clusters Score -5262900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5262905.500000 Penalty: 12431.637695
	Iteration 152Q: 3 clusters Score -5262906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -5262911.500000 Penalty: 12431.637695
	Iteration 153Q: 3 clusters Score -5262912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5262913.000000 Penalty: 12431.637695
	Iteration 154Q: 3 clusters Score -5262913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5262919.000000 Penalty: 12431.637695
	Iteration 155Q: 3 clusters Score -5262919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -5262914.000000 Penalty: 12431.637695
	Iteration 156Q: 3 clusters Score -5262914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5262915.500000 Penalty: 12431.637695
	Iteration 157Q: 3 clusters Score -5262916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5262913.500000 Penalty: 12431.637695
	Iteration 158Q: 3 clusters Score -5262914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5262912.000000 Penalty: 12431.637695
	Iteration 159Q: 3 clusters Score -5262912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -5262908.000000 Penalty: 12431.637695
	Iteration 160F: 3 clusters Score -5262908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5262912.000000 Penalty: 12431.637695
	Iteration 161Q: 3 clusters Score -5262912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5262903.000000 Penalty: 12431.637695
	Iteration 162Q: 3 clusters Score -5262903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5262911.000000 Penalty: 12431.637695
	Iteration 163Q: 3 clusters Score -5262911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5262912.000000 Penalty: 12431.637695
	Iteration 164Q: 3 clusters Score -5262912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5262915.500000 Penalty: 12431.637695
	Iteration 165Q: 3 clusters Score -5262916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5262925.500000 Penalty: 12431.637695
	Iteration 166Q: 3 clusters Score -5262926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5262934.500000 Penalty: 12431.637695
	Iteration 167Q: 3 clusters Score -5262934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -5262936.500000 Penalty: 12431.637695
	Iteration 168Q: 3 clusters Score -5262936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -5262935.500000 Penalty: 12431.637695
	Iteration 169Q: 3 clusters Score -5262936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5262948.500000 Penalty: 12431.637695
	Iteration 170Q: 3 clusters Score -5262948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5262949.000000 Penalty: 12431.637695
	Iteration 171Q: 3 clusters Score -5262949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5262947.000000 Penalty: 12431.637695
	Iteration 172Q: 3 clusters Score -5262947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5262949.500000 Penalty: 12431.637695
	Iteration 173Q: 3 clusters Score -5262950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5262946.000000 Penalty: 12431.637695
	Iteration 174Q: 3 clusters Score -5262946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -5262948.500000 Penalty: 12431.637695
	Iteration 175Q: 3 clusters Score -5262948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5262946.500000 Penalty: 12431.637695
	Iteration 176Q: 3 clusters Score -5262946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -5262943.500000 Penalty: 12431.637695
	Iteration 177Q: 3 clusters Score -5262944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5262949.000000 Penalty: 12431.637695
	Iteration 178Q: 3 clusters Score -5262949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -5262947.500000 Penalty: 12431.637695
	Iteration 179Q: 3 clusters Score -5262948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5262954.000000 Penalty: 12431.637695
	Iteration 180F: 3 clusters Score -5262954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -5262954.500000 Penalty: 12431.637695
	Iteration 181Q: 3 clusters Score -5262954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5262960.500000 Penalty: 12431.637695
	Iteration 182Q: 3 clusters Score -5262960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5262961.000000 Penalty: 12431.637695
	Iteration 183Q: 3 clusters Score -5262961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -5262967.500000 Penalty: 12431.637695
	Iteration 184Q: 3 clusters Score -5262968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -5262969.000000 Penalty: 12431.637695
	Iteration 185Q: 3 clusters Score -5262969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -5262969.500000 Penalty: 12431.637695
	Iteration 186Q: 3 clusters Score -5262970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5262968.000000 Penalty: 12431.637695
	Iteration 187Q: 3 clusters Score -5262968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5262976.000000 Penalty: 12431.637695
	Iteration 188Q: 3 clusters Score -5262976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5262972.500000 Penalty: 12431.637695
	Iteration 189Q: 3 clusters Score -5262972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5262972.500000 Penalty: 12431.637695
	Iteration 190Q: 3 clusters Score -5262972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5262977.000000 Penalty: 12431.637695
	Iteration 191Q: 3 clusters Score -5262977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -5262980.500000 Penalty: 12431.637695
	Iteration 192Q: 3 clusters Score -5262980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -5262986.000000 Penalty: 12431.637695
	Iteration 193Q: 3 clusters Score -5262986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5262987.000000 Penalty: 12431.637695
	Iteration 194Q: 3 clusters Score -5262987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5262996.500000 Penalty: 12431.637695
	Iteration 195Q: 3 clusters Score -5262996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -5262988.000000 Penalty: 12431.637695
	Iteration 196Q: 3 clusters Score -5262988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5262983.500000 Penalty: 12431.637695
	Iteration 197Q: 3 clusters Score -5262984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -5262980.500000 Penalty: 12431.637695
	Iteration 198Q: 3 clusters Score -5262980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5262982.000000 Penalty: 12431.637695
	Iteration 199Q: 3 clusters Score -5262982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5262990.500000 Penalty: 12431.637695
	Iteration 200F: 3 clusters Score -5262990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -5262984.500000 Penalty: 12431.637695
	Iteration 201Q: 3 clusters Score -5262984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -5262988.500000 Penalty: 12431.637695
	Iteration 202Q: 3 clusters Score -5262988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -5262992.500000 Penalty: 12431.637695
	Iteration 203Q: 3 clusters Score -5262992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -5262984.500000 Penalty: 12431.637695
	Iteration 204Q: 3 clusters Score -5262984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -5262984.500000 Penalty: 12431.637695
	Iteration 205F: 3 clusters Score -5262984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -5071778.000000 Penalty: 6196.504395
	Iteration 0F: 2 clusters Score -5071778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -5052378.000000 Penalty: 12393.008789
	Iteration 0F: 3 clusters Score -5052378 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -5057737.000000 Penalty: 12393.008789
	Iteration 1F: 3 clusters Score -5057737 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5058562 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -5059205.000000 Penalty: 12393.008789
	Iteration 3F: 3 clusters Score -5059205 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -5059821.500000 Penalty: 12393.008789
	Iteration 4Q: 3 clusters Score -5059822 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -5060305.000000 Penalty: 12393.008789
	Iteration 5Q: 3 clusters Score -5060305 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -5060826.000000 Penalty: 12393.008789
	Iteration 6Q: 3 clusters Score -5060826 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -5061279.000000 Penalty: 12393.008789
	Iteration 7Q: 3 clusters Score -5061279 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -5061780.500000 Penalty: 12393.008789
	Iteration 8Q: 3 clusters Score -5061780 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -5062239.000000 Penalty: 12393.008789
	Iteration 9Q: 3 clusters Score -5062239 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -5062707.500000 Penalty: 12393.008789
	Iteration 10Q: 3 clusters Score -5062708 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -5063166.000000 Penalty: 12393.008789
	Iteration 11Q: 3 clusters Score -5063166 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -5063630.000000 Penalty: 12393.008789
	Iteration 12Q: 3 clusters Score -5063630 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -5064026.500000 Penalty: 12393.008789
	Iteration 13Q: 3 clusters Score -5064026 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5064377.000000 Penalty: 12393.008789
	Iteration 14Q: 3 clusters Score -5064377 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -5064702.000000 Penalty: 12393.008789
	Iteration 15Q: 3 clusters Score -5064702 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -5065008.000000 Penalty: 12393.008789
	Iteration 16Q: 3 clusters Score -5065008 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5065289.500000 Penalty: 12393.008789
	Iteration 17Q: 3 clusters Score -5065290 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -5065594.000000 Penalty: 12393.008789
	Iteration 18Q: 3 clusters Score -5065594 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -5065863.500000 Penalty: 12393.008789
	Iteration 19Q: 3 clusters Score -5065864 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -5066112.500000 Penalty: 12393.008789
	Iteration 20F: 3 clusters Score -5066112 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -5066327.000000 Penalty: 12393.008789
	Iteration 21Q: 3 clusters Score -5066327 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -5066467.500000 Penalty: 12393.008789
	Iteration 22Q: 3 clusters Score -5066468 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5066620.000000 Penalty: 12393.008789
	Iteration 23Q: 3 clusters Score -5066620 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -5066731.500000 Penalty: 12393.008789
	Iteration 24Q: 3 clusters Score -5066732 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -5066821.500000 Penalty: 12393.008789
	Iteration 25Q: 3 clusters Score -5066822 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -5066876.000000 Penalty: 12393.008789
	Iteration 26Q: 3 clusters Score -5066876 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -5066925.000000 Penalty: 12393.008789
	Iteration 27Q: 3 clusters Score -5066925 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -5066965.500000 Penalty: 12393.008789
	Iteration 28Q: 3 clusters Score -5066966 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5066998.500000 Penalty: 12393.008789
	Iteration 29Q: 3 clusters Score -5066998 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -5067035.500000 Penalty: 12393.008789
	Iteration 30Q: 3 clusters Score -5067036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -5067069.500000 Penalty: 12393.008789
	Iteration 31Q: 3 clusters Score -5067070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -5067099.500000 Penalty: 12393.008789
	Iteration 32Q: 3 clusters Score -5067100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -5067122.000000 Penalty: 12393.008789
	Iteration 33Q: 3 clusters Score -5067122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -5067127.500000 Penalty: 12393.008789
	Iteration 34Q: 3 clusters Score -5067128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -5067149.500000 Penalty: 12393.008789
	Iteration 35Q: 3 clusters Score -5067150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -5067154.500000 Penalty: 12393.008789
	Iteration 36Q: 3 clusters Score -5067154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -5067167.500000 Penalty: 12393.008789
	Iteration 37Q: 3 clusters Score -5067168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5067178.000000 Penalty: 12393.008789
	Iteration 38Q: 3 clusters Score -5067178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5067172.500000 Penalty: 12393.008789
	Iteration 39Q: 3 clusters Score -5067172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -5067172.000000 Penalty: 12393.008789
	Iteration 40F: 3 clusters Score -5067172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -5067175.000000 Penalty: 12393.008789
	Iteration 41Q: 3 clusters Score -5067175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -5067195.000000 Penalty: 12393.008789
	Iteration 42Q: 3 clusters Score -5067195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -5067206.500000 Penalty: 12393.008789
	Iteration 43Q: 3 clusters Score -5067206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -5067212.000000 Penalty: 12393.008789
	Iteration 44Q: 3 clusters Score -5067212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5067210.000000 Penalty: 12393.008789
	Iteration 45Q: 3 clusters Score -5067210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -5067214.500000 Penalty: 12393.008789
	Iteration 46Q: 3 clusters Score -5067214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5067215.500000 Penalty: 12393.008789
	Iteration 47Q: 3 clusters Score -5067216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -5067216.000000 Penalty: 12393.008789
	Iteration 48Q: 3 clusters Score -5067216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -5067215.000000 Penalty: 12393.008789
	Iteration 49Q: 3 clusters Score -5067215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -5067225.000000 Penalty: 12393.008789
	Iteration 50Q: 3 clusters Score -5067225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -5067230.000000 Penalty: 12393.008789
	Iteration 51Q: 3 clusters Score -5067230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -5067222.000000 Penalty: 12393.008789
	Iteration 52Q: 3 clusters Score -5067222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -5067223.500000 Penalty: 12393.008789
	Iteration 53Q: 3 clusters Score -5067224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -5067219.500000 Penalty: 12393.008789
	Iteration 54Q: 3 clusters Score -5067220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5067223.000000 Penalty: 12393.008789
	Iteration 55Q: 3 clusters Score -5067223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -5067239.000000 Penalty: 12393.008789
	Iteration 56Q: 3 clusters Score -5067239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -5067241.000000 Penalty: 12393.008789
	Iteration 57Q: 3 clusters Score -5067241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -5067245.500000 Penalty: 12393.008789
	Iteration 58Q: 3 clusters Score -5067246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -5067248.500000 Penalty: 12393.008789
	Iteration 59Q: 3 clusters Score -5067248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -5067248.000000 Penalty: 12393.008789
	Iteration 60F: 3 clusters Score -5067248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -5067254.000000 Penalty: 12393.008789
	Iteration 61Q: 3 clusters Score -5067254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -5067254.000000 Penalty: 12393.008789
	Iteration 62F: 3 clusters Score -5067254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -120041.953125 Penalty: 3939.190430
	Iteration 0F: 2 clusters Score -120042 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 326 members 
Entering Unmasked Estep 
Score: -116486.929688 Penalty: 7878.380859
	Iteration 0F: 3 clusters Score -116486.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116720.187500 Penalty: 7878.380859
	Iteration 1F: 3 clusters Score -116720.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -116772.046875 Penalty: 7878.380859
	Iteration 2Q: 3 clusters Score -116772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -116780.539062 Penalty: 7878.380859
	Iteration 3Q: 3 clusters Score -116780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -116797.296875 Penalty: 7878.380859
	Iteration 4Q: 3 clusters Score -116797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116806.226562 Penalty: 7878.380859
	Iteration 5Q: 3 clusters Score -116806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -116815.453125 Penalty: 7878.380859
	Iteration 6Q: 3 clusters Score -116815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116818.757812 Penalty: 7878.380859
	Iteration 7Q: 3 clusters Score -116818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116818.757812 Penalty: 7878.380859
	Iteration 8F: 3 clusters Score -116818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Entering Unmasked Estep 
Score: -5274020.000000 Penalty: 6216.321777
	Iteration 0F: 2 clusters Score -5274020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -5254001.000000 Penalty: 12432.643555
	Iteration 0F: 3 clusters Score -5254001 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -5259469.500000 Penalty: 12432.643555
	Iteration 1F: 3 clusters Score -5259470 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -5260170.000000 Penalty: 12432.643555
	Iteration 2F: 3 clusters Score -5260170 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -5260709.000000 Penalty: 12432.643555
	Iteration 3Q: 3 clusters Score -5260709 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5261103.000000 Penalty: 12432.643555
	Iteration 4Q: 3 clusters Score -5261103 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5261477.000000 Penalty: 12432.643555
	Iteration 5Q: 3 clusters Score -5261477 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -5261843.500000 Penalty: 12432.643555
	Iteration 6Q: 3 clusters Score -5261844 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -5262149.500000 Penalty: 12432.643555
	Iteration 7Q: 3 clusters Score -5262150 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -5262498.000000 Penalty: 12432.643555
	Iteration 8Q: 3 clusters Score -5262498 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -5262884.500000 Penalty: 12432.643555
	Iteration 9Q: 3 clusters Score -5262884 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -5263319.000000 Penalty: 12432.643555
	Iteration 10Q: 3 clusters Score -5263319 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -5263772.000000 Penalty: 12432.643555
	Iteration 11Q: 3 clusters Score -5263772 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -5264291.000000 Penalty: 12432.643555
	Iteration 12Q: 3 clusters Score -5264291 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -5264888.000000 Penalty: 12432.643555
	Iteration 13Q: 3 clusters Score -5264888 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5265497.500000 Penalty: 12432.643555
	Iteration 14Q: 3 clusters Score -5265498 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -5266050.000000 Penalty: 12432.643555
	Iteration 15Q: 3 clusters Score -5266050 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5266586.000000 Penalty: 12432.643555
	Iteration 16Q: 3 clusters Score -5266586 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -5266981.000000 Penalty: 12432.643555
	Iteration 17Q: 3 clusters Score -5266981 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5267322.500000 Penalty: 12432.643555
	Iteration 18Q: 3 clusters Score -5267322 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -5267606.000000 Penalty: 12432.643555
	Iteration 19Q: 3 clusters Score -5267606 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -5267854.500000 Penalty: 12432.643555
	Iteration 20F: 3 clusters Score -5267854 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5268052.000000 Penalty: 12432.643555
	Iteration 21Q: 3 clusters Score -5268052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -5268180.500000 Penalty: 12432.643555
	Iteration 22Q: 3 clusters Score -5268180 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -5268299.000000 Penalty: 12432.643555
	Iteration 23Q: 3 clusters Score -5268299 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -5268392.500000 Penalty: 12432.643555
	Iteration 24Q: 3 clusters Score -5268392 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -5268432.000000 Penalty: 12432.643555
	Iteration 25Q: 3 clusters Score -5268432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -5268462.000000 Penalty: 12432.643555
	Iteration 26Q: 3 clusters Score -5268462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -5268490.500000 Penalty: 12432.643555
	Iteration 27Q: 3 clusters Score -5268490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -5268494.500000 Penalty: 12432.643555
	Iteration 28Q: 3 clusters Score -5268494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -5268508.000000 Penalty: 12432.643555
	Iteration 29Q: 3 clusters Score -5268508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -5268542.000000 Penalty: 12432.643555
	Iteration 30Q: 3 clusters Score -5268542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -5268549.000000 Penalty: 12432.643555
	Iteration 31Q: 3 clusters Score -5268549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -5268573.500000 Penalty: 12432.643555
	Iteration 32Q: 3 clusters Score -5268574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -5268597.500000 Penalty: 12432.643555
	Iteration 33Q: 3 clusters Score -5268598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5268597.000000 Penalty: 12432.643555
	Iteration 34Q: 3 clusters Score -5268597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -5268600.000000 Penalty: 12432.643555
	Iteration 35Q: 3 clusters Score -5268600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -5268597.000000 Penalty: 12432.643555
	Iteration 36Q: 3 clusters Score -5268597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -5268595.000000 Penalty: 12432.643555
	Iteration 37Q: 3 clusters Score -5268595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -5268601.000000 Penalty: 12432.643555
	Iteration 38Q: 3 clusters Score -5268601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -5268607.500000 Penalty: 12432.643555
	Iteration 39Q: 3 clusters Score -5268608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5268610.000000 Penalty: 12432.643555
	Iteration 40F: 3 clusters Score -5268610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -5268612.000000 Penalty: 12432.643555
	Iteration 41Q: 3 clusters Score -5268612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -5268612.000000 Penalty: 12432.643555
	Iteration 42Q: 3 clusters Score -5268612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -5268612.500000 Penalty: 12432.643555
	Iteration 43Q: 3 clusters Score -5268612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -5268612.500000 Penalty: 12432.643555
	Iteration 44F: 3 clusters Score -5268612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Entering Unmasked Estep 
Score: -2414474.250000 Penalty: 5764.433105
	Iteration 0F: 2 clusters Score -2414474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2403000.750000 Penalty: 11528.866211
	Iteration 0F: 3 clusters Score -2403001 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2405636.500000 Penalty: 11528.866211
	Iteration 1F: 3 clusters Score -2405636 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2406390.500000 Penalty: 11528.866211
	Iteration 2F: 3 clusters Score -2406390 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2406944.750000 Penalty: 11528.866211
	Iteration 3F: 3 clusters Score -2406945 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2407432.000000 Penalty: 11528.866211
	Iteration 4F: 3 clusters Score -2407432 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2407930.500000 Penalty: 11528.866211
	Iteration 5Q: 3 clusters Score -2407930 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2408434.000000 Penalty: 11528.866211
	Iteration 6Q: 3 clusters Score -2408434 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2408930.000000 Penalty: 11528.866211
	Iteration 7Q: 3 clusters Score -2408930 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2409429.500000 Penalty: 11528.866211
	Iteration 8Q: 3 clusters Score -2409430 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2409877.000000 Penalty: 11528.866211
	Iteration 9Q: 3 clusters Score -2409877 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2410228.250000 Penalty: 11528.866211
	Iteration 10Q: 3 clusters Score -2410228 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2410511.000000 Penalty: 11528.866211
	Iteration 11Q: 3 clusters Score -2410511 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2410704.250000 Penalty: 11528.866211
	Iteration 12Q: 3 clusters Score -2410704 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2410840.500000 Penalty: 11528.866211
	Iteration 13Q: 3 clusters Score -2410840 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2410917.750000 Penalty: 11528.866211
	Iteration 14Q: 3 clusters Score -2410918 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2411001.500000 Penalty: 11528.866211
	Iteration 15Q: 3 clusters Score -2411002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2411084.500000 Penalty: 11528.866211
	Iteration 16Q: 3 clusters Score -2411084 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2411152.000000 Penalty: 11528.866211
	Iteration 17Q: 3 clusters Score -2411152 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2411227.250000 Penalty: 11528.866211
	Iteration 18Q: 3 clusters Score -2411227 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2411296.250000 Penalty: 11528.866211
	Iteration 19Q: 3 clusters Score -2411296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2411336.250000 Penalty: 11528.866211
	Iteration 20F: 3 clusters Score -2411336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2411369.500000 Penalty: 11528.866211
	Iteration 21Q: 3 clusters Score -2411370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2411368.500000 Penalty: 11528.866211
	Iteration 22Q: 3 clusters Score -2411368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2411375.500000 Penalty: 11528.866211
	Iteration 23Q: 3 clusters Score -2411376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2411389.500000 Penalty: 11528.866211
	Iteration 24Q: 3 clusters Score -2411390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2411394.000000 Penalty: 11528.866211
	Iteration 25Q: 3 clusters Score -2411394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2411399.000000 Penalty: 11528.866211
	Iteration 26Q: 3 clusters Score -2411399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2411410.250000 Penalty: 11528.866211
	Iteration 27Q: 3 clusters Score -2411410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2411411.500000 Penalty: 11528.866211
	Iteration 28Q: 3 clusters Score -2411412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2411414.750000 Penalty: 11528.866211
	Iteration 29Q: 3 clusters Score -2411415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2411414.750000 Penalty: 11528.866211
	Iteration 30Q: 3 clusters Score -2411415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2411418.500000 Penalty: 11528.866211
	Iteration 31Q: 3 clusters Score -2411418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2411422.250000 Penalty: 11528.866211
	Iteration 32Q: 3 clusters Score -2411422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2411421.750000 Penalty: 11528.866211
	Iteration 33Q: 3 clusters Score -2411422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2411420.750000 Penalty: 11528.866211
	Iteration 34Q: 3 clusters Score -2411421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2411420.750000 Penalty: 11528.866211
	Iteration 35F: 3 clusters Score -2411421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Entering Unmasked Estep 
Score: -1295488.750000 Penalty: 5355.413086
	Iteration 0F: 2 clusters Score -1295489 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 3173 members 
Entering Unmasked Estep 
Score: -1287500.000000 Penalty: 10710.826172
	Iteration 0F: 3 clusters Score -1287500 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1288918.750000 Penalty: 10710.826172
	Iteration 1F: 3 clusters Score -1288919 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1289273.500000 Penalty: 10710.826172
	Iteration 2F: 3 clusters Score -1289274 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1289467.625000 Penalty: 10710.826172
	Iteration 3Q: 3 clusters Score -1289468 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1289576.375000 Penalty: 10710.826172
	Iteration 4Q: 3 clusters Score -1289576 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1289648.250000 Penalty: 10710.826172
	Iteration 5Q: 3 clusters Score -1289648 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1289703.375000 Penalty: 10710.826172
	Iteration 6Q: 3 clusters Score -1289703 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1289751.875000 Penalty: 10710.826172
	Iteration 7Q: 3 clusters Score -1289752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1289794.500000 Penalty: 10710.826172
	Iteration 8Q: 3 clusters Score -1289794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1289821.500000 Penalty: 10710.826172
	Iteration 9Q: 3 clusters Score -1289822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1289841.625000 Penalty: 10710.826172
	Iteration 10Q: 3 clusters Score -1289842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1289855.750000 Penalty: 10710.826172
	Iteration 11Q: 3 clusters Score -1289856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1289878.250000 Penalty: 10710.826172
	Iteration 12Q: 3 clusters Score -1289878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1289892.500000 Penalty: 10710.826172
	Iteration 13Q: 3 clusters Score -1289892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1289905.250000 Penalty: 10710.826172
	Iteration 14Q: 3 clusters Score -1289905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1289921.250000 Penalty: 10710.826172
	Iteration 15Q: 3 clusters Score -1289921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1289928.625000 Penalty: 10710.826172
	Iteration 16Q: 3 clusters Score -1289929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1289938.875000 Penalty: 10710.826172
	Iteration 17Q: 3 clusters Score -1289939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1289945.625000 Penalty: 10710.826172
	Iteration 18Q: 3 clusters Score -1289946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1289953.250000 Penalty: 10710.826172
	Iteration 19Q: 3 clusters Score -1289953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1289960.375000 Penalty: 10710.826172
	Iteration 20F: 3 clusters Score -1289960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1289965.250000 Penalty: 10710.826172
	Iteration 21Q: 3 clusters Score -1289965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1289971.625000 Penalty: 10710.826172
	Iteration 22Q: 3 clusters Score -1289972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1289978.750000 Penalty: 10710.826172
	Iteration 23Q: 3 clusters Score -1289979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1289979.625000 Penalty: 10710.826172
	Iteration 24Q: 3 clusters Score -1289980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1289982.375000 Penalty: 10710.826172
	Iteration 25Q: 3 clusters Score -1289982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1289987.000000 Penalty: 10710.826172
	Iteration 26Q: 3 clusters Score -1289987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1289987.000000 Penalty: 10710.826172
	Iteration 27F: 3 clusters Score -1289987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Entering Unmasked Estep 
Score: -15688705.000000 Penalty: 6881.612305
	Iteration 0F: 2 clusters Score -1.56887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -15636245.000000 Penalty: 13763.224609
	Iteration 0F: 3 clusters Score -1.563624e+07 nChanged 34086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -15654841.000000 Penalty: 13763.224609
	Iteration 1F: 3 clusters Score -1.565484e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -15655914.000000 Penalty: 13763.224609
	Iteration 2Q: 3 clusters Score -1.565591e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -15657313.000000 Penalty: 13763.224609
	Iteration 3Q: 3 clusters Score -1.565731e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -15658943.000000 Penalty: 13763.224609
	Iteration 4Q: 3 clusters Score -1.565894e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -15661171.000000 Penalty: 13763.224609
	Iteration 5F: 3 clusters Score -1.566117e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -15664383.000000 Penalty: 13763.224609
	Iteration 6F: 3 clusters Score -1.566438e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -15668653.000000 Penalty: 13763.224609
	Iteration 7F: 3 clusters Score -1.566865e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -15673224.000000 Penalty: 13763.224609
	Iteration 8F: 3 clusters Score -1.567322e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -15677487.000000 Penalty: 13763.224609
	Iteration 9F: 3 clusters Score -1.567749e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -15680745.000000 Penalty: 13763.224609
	Iteration 10Q: 3 clusters Score -1.568074e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -15682871.000000 Penalty: 13763.224609
	Iteration 11Q: 3 clusters Score -1.568287e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -15683848.000000 Penalty: 13763.224609
	Iteration 12Q: 3 clusters Score -1.568385e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -15684298.000000 Penalty: 13763.224609
	Iteration 13Q: 3 clusters Score -1.56843e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65769 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -15684450.000000 Penalty: 13763.224609
	Iteration 14Q: 3 clusters Score -1.568445e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -15684525.000000 Penalty: 13763.224609
	Iteration 15Q: 3 clusters Score -1.568452e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -15684611.000000 Penalty: 13763.224609
	Iteration 16Q: 3 clusters Score -1.568461e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -15684676.000000 Penalty: 13763.224609
	Iteration 17Q: 3 clusters Score -1.568468e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -15684738.000000 Penalty: 13763.224609
	Iteration 18Q: 3 clusters Score -1.568474e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -15684726.000000 Penalty: 13763.224609
	Iteration 19Q: 3 clusters Score -1.568473e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -15684734.000000 Penalty: 13763.224609
	Iteration 20F: 3 clusters Score -1.568473e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -15684714.000000 Penalty: 13763.224609
	Iteration 21Q: 3 clusters Score -1.568471e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -15684728.000000 Penalty: 13763.224609
	Iteration 22Q: 3 clusters Score -1.568473e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -15684740.000000 Penalty: 13763.224609
	Iteration 23Q: 3 clusters Score -1.568474e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -15684742.000000 Penalty: 13763.224609
	Iteration 24Q: 3 clusters Score -1.568474e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -15684763.000000 Penalty: 13763.224609
	Iteration 25Q: 3 clusters Score -1.568476e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -15684763.000000 Penalty: 13763.224609
	Iteration 26Q: 3 clusters Score -1.568476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -15684753.000000 Penalty: 13763.224609
	Iteration 27Q: 3 clusters Score -1.568475e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -15684765.000000 Penalty: 13763.224609
	Iteration 28Q: 3 clusters Score -1.568476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -15684766.000000 Penalty: 13763.224609
	Iteration 29Q: 3 clusters Score -1.568477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -15684789.000000 Penalty: 13763.224609
	Iteration 30Q: 3 clusters Score -1.568479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -15684783.000000 Penalty: 13763.224609
	Iteration 31Q: 3 clusters Score -1.568478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -15684774.000000 Penalty: 13763.224609
	Iteration 32Q: 3 clusters Score -1.568477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -15684781.000000 Penalty: 13763.224609
	Iteration 33Q: 3 clusters Score -1.568478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -15684773.000000 Penalty: 13763.224609
	Iteration 34Q: 3 clusters Score -1.568477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -15684768.000000 Penalty: 13763.224609
	Iteration 35Q: 3 clusters Score -1.568477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -15684783.000000 Penalty: 13763.224609
	Iteration 36Q: 3 clusters Score -1.568478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -15684807.000000 Penalty: 13763.224609
	Iteration 37Q: 3 clusters Score -1.568481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -15684791.000000 Penalty: 13763.224609
	Iteration 38Q: 3 clusters Score -1.568479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -15684793.000000 Penalty: 13763.224609
	Iteration 39Q: 3 clusters Score -1.568479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -15684770.000000 Penalty: 13763.224609
	Iteration 40F: 3 clusters Score -1.568477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -15684784.000000 Penalty: 13763.224609
	Iteration 41Q: 3 clusters Score -1.568478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -15684781.000000 Penalty: 13763.224609
	Iteration 42Q: 3 clusters Score -1.568478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -15684775.000000 Penalty: 13763.224609
	Iteration 43Q: 3 clusters Score -1.568478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -15684779.000000 Penalty: 13763.224609
	Iteration 44Q: 3 clusters Score -1.568478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -15684795.000000 Penalty: 13763.224609
	Iteration 45Q: 3 clusters Score -1.56848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -15684794.000000 Penalty: 13763.224609
	Iteration 46Q: 3 clusters Score -1.568479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -15684789.000000 Penalty: 13763.224609
	Iteration 47Q: 3 clusters Score -1.568479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -15684782.000000 Penalty: 13763.224609
	Iteration 48Q: 3 clusters Score -1.568478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -15684780.000000 Penalty: 13763.224609
	Iteration 49Q: 3 clusters Score -1.568478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -15684781.000000 Penalty: 13763.224609
	Iteration 50Q: 3 clusters Score -1.568478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -15684778.000000 Penalty: 13763.224609
	Iteration 51Q: 3 clusters Score -1.568478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -15684770.000000 Penalty: 13763.224609
	Iteration 52Q: 3 clusters Score -1.568477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -15684784.000000 Penalty: 13763.224609
	Iteration 53Q: 3 clusters Score -1.568478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -15684781.000000 Penalty: 13763.224609
	Iteration 54Q: 3 clusters Score -1.568478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -15684781.000000 Penalty: 13763.224609
	Iteration 55Q: 3 clusters Score -1.568478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -15684780.000000 Penalty: 13763.224609
	Iteration 56Q: 3 clusters Score -1.568478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -15684778.000000 Penalty: 13763.224609
	Iteration 57Q: 3 clusters Score -1.568478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -15684778.000000 Penalty: 13763.224609
	Iteration 58F: 3 clusters Score -1.568478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22206 members 
Mstep: Class 5 contains 33741 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 37463 members 
Mstep: Class 8 contains 22313 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41597 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25547 members 
Mstep: Class 17 contains 24754 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25568 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 75757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436800.000000 Penalty: 175162.671875
Iteration 119Q: 23 clusters Score -8.94368e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22208 members 
Mstep: Class 5 contains 33744 members 
Mstep: Class 6 contains 12696 members 
Mstep: Class 7 contains 37471 members 
Mstep: Class 8 contains 22314 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41628 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25503 members 
Mstep: Class 17 contains 24756 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25551 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 6271 members 
Mstep: Class 22 contains 75774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436808.000000 Penalty: 175162.671875
Iteration 120F: 23 clusters Score -8.943681e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22209 members 
Mstep: Class 5 contains 33750 members 
Mstep: Class 6 contains 12695 members 
Mstep: Class 7 contains 37487 members 
Mstep: Class 8 contains 22311 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41654 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25459 members 
Mstep: Class 17 contains 24756 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25530 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436824.000000 Penalty: 175162.671875
Iteration 121Q: 23 clusters Score -8.943682e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22208 members 
Mstep: Class 5 contains 33759 members 
Mstep: Class 6 contains 12693 members 
Mstep: Class 7 contains 37502 members 
Mstep: Class 8 contains 22305 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41674 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25423 members 
Mstep: Class 17 contains 24754 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25506 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436864.000000 Penalty: 175162.671875
Iteration 122Q: 23 clusters Score -8.943686e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87582 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22208 members 
Mstep: Class 5 contains 33770 members 
Mstep: Class 6 contains 12689 members 
Mstep: Class 7 contains 37518 members 
Mstep: Class 8 contains 22302 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41696 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25384 members 
Mstep: Class 17 contains 24755 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25481 members 
Mstep: Class 20 contains 12212 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436792.000000 Penalty: 175162.671875
Iteration 123Q: 23 clusters Score -8.943679e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87585 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22207 members 
Mstep: Class 5 contains 33778 members 
Mstep: Class 6 contains 12687 members 
Mstep: Class 7 contains 37537 members 
Mstep: Class 8 contains 22291 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41721 members 
Mstep: Class 12 contains 7107 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25345 members 
Mstep: Class 17 contains 24756 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25452 members 
Mstep: Class 20 contains 12209 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436728.000000 Penalty: 175162.671875
Iteration 124Q: 23 clusters Score -8.943673e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87587 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22207 members 
Mstep: Class 5 contains 33776 members 
Mstep: Class 6 contains 12684 members 
Mstep: Class 7 contains 37551 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41746 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25311 members 
Mstep: Class 17 contains 24757 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25433 members 
Mstep: Class 20 contains 12209 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436672.000000 Penalty: 175162.671875
Iteration 125Q: 23 clusters Score -8.943667e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87587 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22209 members 
Mstep: Class 5 contains 33775 members 
Mstep: Class 6 contains 12682 members 
Mstep: Class 7 contains 37559 members 
Mstep: Class 8 contains 22285 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41769 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25291 members 
Mstep: Class 17 contains 24758 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25410 members 
Mstep: Class 20 contains 12210 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436696.000000 Penalty: 175162.671875
Iteration 126Q: 23 clusters Score -8.94367e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87586 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22211 members 
Mstep: Class 5 contains 33776 members 
Mstep: Class 6 contains 12680 members 
Mstep: Class 7 contains 37567 members 
Mstep: Class 8 contains 22284 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41787 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25275 members 
Mstep: Class 17 contains 24759 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25397 members 
Mstep: Class 20 contains 12208 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436680.000000 Penalty: 175162.671875
Iteration 127Q: 23 clusters Score -8.943668e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87586 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22213 members 
Mstep: Class 5 contains 33773 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37574 members 
Mstep: Class 8 contains 22281 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41798 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25263 members 
Mstep: Class 17 contains 24759 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25386 members 
Mstep: Class 20 contains 12208 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436664.000000 Penalty: 175162.671875
Iteration 128Q: 23 clusters Score -8.943666e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87583 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22215 members 
Mstep: Class 5 contains 33773 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37583 members 
Mstep: Class 8 contains 22281 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41808 members 
Mstep: Class 12 contains 7107 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25251 members 
Mstep: Class 17 contains 24759 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25378 members 
Mstep: Class 20 contains 12209 members 
Mstep: Class 21 contains 6272 members 
Mstep: Class 22 contains 75926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436592.000000 Penalty: 175162.671875
Iteration 129Q: 23 clusters Score -8.943659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22216 members 
Mstep: Class 5 contains 33776 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37591 members 
Mstep: Class 8 contains 22281 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41821 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25237 members 
Mstep: Class 17 contains 24759 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25363 members 
Mstep: Class 20 contains 12210 members 
Mstep: Class 21 contains 6272 members 
Mstep: Class 22 contains 75930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436520.000000 Penalty: 175162.671875
Iteration 130Q: 23 clusters Score -8.943652e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22219 members 
Mstep: Class 5 contains 33781 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37597 members 
Mstep: Class 8 contains 22282 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41828 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25218 members 
Mstep: Class 17 contains 24757 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 20 contains 12211 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436552.000000 Penalty: 175162.671875
Iteration 131Q: 23 clusters Score -8.943655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87576 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22219 members 
Mstep: Class 5 contains 33778 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37608 members 
Mstep: Class 8 contains 22282 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41834 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25205 members 
Mstep: Class 17 contains 24756 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25351 members 
Mstep: Class 20 contains 12212 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436496.000000 Penalty: 175162.671875
Iteration 132Q: 23 clusters Score -8.94365e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87576 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22219 members 
Mstep: Class 5 contains 33776 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37617 members 
Mstep: Class 8 contains 22281 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41838 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25187 members 
Mstep: Class 17 contains 24755 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25352 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436560.000000 Penalty: 175162.671875
Iteration 133Q: 23 clusters Score -8.943656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87576 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22219 members 
Mstep: Class 5 contains 33781 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37624 members 
Mstep: Class 8 contains 22278 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41840 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25174 members 
Mstep: Class 17 contains 24755 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25350 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436504.000000 Penalty: 175162.671875
Iteration 134Q: 23 clusters Score -8.94365e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22219 members 
Mstep: Class 5 contains 33786 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37626 members 
Mstep: Class 8 contains 22281 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41845 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25166 members 
Mstep: Class 17 contains 24752 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25344 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436592.000000 Penalty: 175162.671875
Iteration 135Q: 23 clusters Score -8.943659e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22219 members 
Mstep: Class 5 contains 33787 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37626 members 
Mstep: Class 8 contains 22283 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41851 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25160 members 
Mstep: Class 17 contains 24751 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25341 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436544.000000 Penalty: 175162.671875
Iteration 136Q: 23 clusters Score -8.943654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87577 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22219 members 
Mstep: Class 5 contains 33793 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37629 members 
Mstep: Class 8 contains 22284 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41856 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25152 members 
Mstep: Class 17 contains 24750 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25336 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436496.000000 Penalty: 175162.671875
Iteration 137Q: 23 clusters Score -8.94365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87579 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 33796 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37632 members 
Mstep: Class 8 contains 22284 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41861 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25143 members 
Mstep: Class 17 contains 24749 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25330 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436496.000000 Penalty: 175162.671875
Iteration 138Q: 23 clusters Score -8.94365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87579 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 33798 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37640 members 
Mstep: Class 8 contains 22284 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41863 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25134 members 
Mstep: Class 17 contains 24747 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 20 contains 12212 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436464.000000 Penalty: 175162.671875
Iteration 139Q: 23 clusters Score -8.943646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87580 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 33800 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37640 members 
Mstep: Class 8 contains 22284 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41867 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25131 members 
Mstep: Class 17 contains 24745 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25323 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436600.000000 Penalty: 175162.671875
Iteration 140F: 23 clusters Score -8.94366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87580 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 33804 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37640 members 
Mstep: Class 8 contains 22285 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41872 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25130 members 
Mstep: Class 17 contains 24743 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25320 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436624.000000 Penalty: 175162.671875
Iteration 141Q: 23 clusters Score -8.943662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 33806 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37641 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41873 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25128 members 
Mstep: Class 17 contains 24743 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25320 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436584.000000 Penalty: 175162.671875
Iteration 142Q: 23 clusters Score -8.943658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87582 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 33807 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37641 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41874 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25126 members 
Mstep: Class 17 contains 24743 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25320 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436608.000000 Penalty: 175162.671875
Iteration 143Q: 23 clusters Score -8.943661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87582 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 33808 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37643 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41874 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25124 members 
Mstep: Class 17 contains 24743 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25319 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436568.000000 Penalty: 175162.671875
Iteration 144Q: 23 clusters Score -8.943657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87582 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 33808 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37644 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41876 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25123 members 
Mstep: Class 17 contains 24743 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25317 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436592.000000 Penalty: 175162.671875
Iteration 145Q: 23 clusters Score -8.943659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87583 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 33808 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37646 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41877 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25123 members 
Mstep: Class 17 contains 24743 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25315 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436608.000000 Penalty: 175162.671875
Iteration 146Q: 23 clusters Score -8.943661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87582 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 33809 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37647 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41878 members 
Mstep: Class 12 contains 7107 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25123 members 
Mstep: Class 17 contains 24742 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25315 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436608.000000 Penalty: 175162.671875
Iteration 147Q: 23 clusters Score -8.943661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87582 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33808 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37648 members 
Mstep: Class 8 contains 22287 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41881 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25123 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25312 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436560.000000 Penalty: 175162.671875
Iteration 148Q: 23 clusters Score -8.943656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87582 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33809 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37648 members 
Mstep: Class 8 contains 22287 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41886 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25123 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25308 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 75947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436552.000000 Penalty: 175162.671875
Iteration 149Q: 23 clusters Score -8.943655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87582 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33809 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37648 members 
Mstep: Class 8 contains 22287 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41890 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25123 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25306 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436568.000000 Penalty: 175162.671875
Iteration 150Q: 23 clusters Score -8.943657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87582 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33811 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37648 members 
Mstep: Class 8 contains 22287 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41895 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25123 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25300 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436544.000000 Penalty: 175162.671875
Iteration 151Q: 23 clusters Score -8.943654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87582 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33812 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37648 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41899 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25123 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25297 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436536.000000 Penalty: 175162.671875
Iteration 152Q: 23 clusters Score -8.943654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33810 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37648 members 
Mstep: Class 8 contains 22285 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41905 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25123 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25295 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436608.000000 Penalty: 175162.671875
Iteration 153Q: 23 clusters Score -8.943661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87580 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33809 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37648 members 
Mstep: Class 8 contains 22285 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41909 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25122 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25292 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436664.000000 Penalty: 175162.671875
Iteration 154Q: 23 clusters Score -8.943666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87580 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33809 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37648 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25122 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25290 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436624.000000 Penalty: 175162.671875
Iteration 155Q: 23 clusters Score -8.943662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87580 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33810 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37648 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41913 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25122 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25287 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436624.000000 Penalty: 175162.671875
Iteration 156Q: 23 clusters Score -8.943662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33810 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37648 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25122 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25284 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436592.000000 Penalty: 175162.671875
Iteration 157Q: 23 clusters Score -8.943659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33810 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37649 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25122 members 
Mstep: Class 17 contains 24742 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436592.000000 Penalty: 175162.671875
Iteration 158Q: 23 clusters Score -8.943659e+07 nChanged 1
Entering ConstructFrom: 
Score: -89436592.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -128736.531250 Penalty: 4018.631348
	Iteration 0F: 2 clusters Score -128736.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -125112.882812 Penalty: 8037.262695
	Iteration 0F: 3 clusters Score -125112.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -125401.679688 Penalty: 8037.262695
	Iteration 1F: 3 clusters Score -125401.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125524.554688 Penalty: 8037.262695
	Iteration 2Q: 3 clusters Score -125524.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -125620.070312 Penalty: 8037.262695
	Iteration 3Q: 3 clusters Score -125620.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -125735.609375 Penalty: 8037.262695
	Iteration 4Q: 3 clusters Score -125735.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -125962.976562 Penalty: 8037.262695
	Iteration 5Q: 3 clusters Score -125963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -126031.289062 Penalty: 8037.262695
	Iteration 6Q: 3 clusters Score -126031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -126045.960938 Penalty: 8037.262695
	Iteration 7Q: 3 clusters Score -126046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126059.875000 Penalty: 8037.262695
	Iteration 8Q: 3 clusters Score -126059.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126101.710938 Penalty: 8037.262695
	Iteration 9Q: 3 clusters Score -126101.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -126145.421875 Penalty: 8037.262695
	Iteration 10Q: 3 clusters Score -126145.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -126229.539062 Penalty: 8037.262695
	Iteration 11Q: 3 clusters Score -126229.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -126310.492188 Penalty: 8037.262695
	Iteration 12Q: 3 clusters Score -126310.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -126353.164062 Penalty: 8037.262695
	Iteration 13Q: 3 clusters Score -126353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -126384.867188 Penalty: 8037.262695
	Iteration 14Q: 3 clusters Score -126384.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -126425.539062 Penalty: 8037.262695
	Iteration 15Q: 3 clusters Score -126425.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -126506.890625 Penalty: 8037.262695
	Iteration 16Q: 3 clusters Score -126506.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -126651.679688 Penalty: 8037.262695
	Iteration 17Q: 3 clusters Score -126651.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -126827.023438 Penalty: 8037.262695
	Iteration 18Q: 3 clusters Score -126827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -127105.250000 Penalty: 8037.262695
	Iteration 19Q: 3 clusters Score -127105.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -127354.796875 Penalty: 8037.262695
	Iteration 20F: 3 clusters Score -127354.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -127484.195312 Penalty: 8037.262695
	Iteration 21Q: 3 clusters Score -127484.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127618.281250 Penalty: 8037.262695
	Iteration 22Q: 3 clusters Score -127618.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -127720.679688 Penalty: 8037.262695
	Iteration 23Q: 3 clusters Score -127720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -127762.367188 Penalty: 8037.262695
	Iteration 24Q: 3 clusters Score -127762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -127785.171875 Penalty: 8037.262695
	Iteration 25Q: 3 clusters Score -127785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -127789.828125 Penalty: 8037.262695
	Iteration 26Q: 3 clusters Score -127789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -127794.593750 Penalty: 8037.262695
	Iteration 27Q: 3 clusters Score -127794.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -127794.593750 Penalty: 8037.262695
	Iteration 28F: 3 clusters Score -127794.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (87581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Entering Unmasked Estep 
Score: -18002206.000000 Penalty: 6970.445801
	Iteration 0F: 2 clusters Score -1.800221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -17942106.000000 Penalty: 13940.891602
	Iteration 0F: 3 clusters Score -1.794211e+07 nChanged 39790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -17963822.000000 Penalty: 13940.891602
	Iteration 1F: 3 clusters Score -1.796382e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -17965036.000000 Penalty: 13940.891602
	Iteration 2Q: 3 clusters Score -1.796504e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -17965916.000000 Penalty: 13940.891602
	Iteration 3Q: 3 clusters Score -1.796592e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -17966752.000000 Penalty: 13940.891602
	Iteration 4Q: 3 clusters Score -1.796675e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -17967570.000000 Penalty: 13940.891602
	Iteration 5Q: 3 clusters Score -1.796757e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -17968438.000000 Penalty: 13940.891602
	Iteration 6Q: 3 clusters Score -1.796844e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -17969122.000000 Penalty: 13940.891602
	Iteration 7Q: 3 clusters Score -1.796912e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -17969928.000000 Penalty: 13940.891602
	Iteration 8Q: 3 clusters Score -1.796993e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -17970920.000000 Penalty: 13940.891602
	Iteration 9Q: 3 clusters Score -1.797092e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -17972058.000000 Penalty: 13940.891602
	Iteration 10Q: 3 clusters Score -1.797206e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -17973544.000000 Penalty: 13940.891602
	Iteration 11Q: 3 clusters Score -1.797354e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -17975242.000000 Penalty: 13940.891602
	Iteration 12Q: 3 clusters Score -1.797524e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -17977086.000000 Penalty: 13940.891602
	Iteration 13Q: 3 clusters Score -1.797709e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -17979052.000000 Penalty: 13940.891602
	Iteration 14Q: 3 clusters Score -1.797905e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -17980688.000000 Penalty: 13940.891602
	Iteration 15Q: 3 clusters Score -1.798069e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -17981910.000000 Penalty: 13940.891602
	Iteration 16Q: 3 clusters Score -1.798191e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -17982584.000000 Penalty: 13940.891602
	Iteration 17Q: 3 clusters Score -1.798258e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -17983000.000000 Penalty: 13940.891602
	Iteration 18Q: 3 clusters Score -1.7983e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -17983276.000000 Penalty: 13940.891602
	Iteration 19Q: 3 clusters Score -1.798328e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -17983508.000000 Penalty: 13940.891602
	Iteration 20F: 3 clusters Score -1.798351e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -17983694.000000 Penalty: 13940.891602
	Iteration 21Q: 3 clusters Score -1.798369e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -17983966.000000 Penalty: 13940.891602
	Iteration 22Q: 3 clusters Score -1.798397e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -17984246.000000 Penalty: 13940.891602
	Iteration 23Q: 3 clusters Score -1.798425e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -17984514.000000 Penalty: 13940.891602
	Iteration 24Q: 3 clusters Score -1.798451e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -17984766.000000 Penalty: 13940.891602
	Iteration 25Q: 3 clusters Score -1.798477e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -17985080.000000 Penalty: 13940.891602
	Iteration 26Q: 3 clusters Score -1.798508e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -17985342.000000 Penalty: 13940.891602
	Iteration 27Q: 3 clusters Score -1.798534e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -17985682.000000 Penalty: 13940.891602
	Iteration 28Q: 3 clusters Score -1.798568e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -17985990.000000 Penalty: 13940.891602
	Iteration 29Q: 3 clusters Score -1.798599e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -17986270.000000 Penalty: 13940.891602
	Iteration 30Q: 3 clusters Score -1.798627e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -17986662.000000 Penalty: 13940.891602
	Iteration 31Q: 3 clusters Score -1.798666e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -17987020.000000 Penalty: 13940.891602
	Iteration 32Q: 3 clusters Score -1.798702e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -17987416.000000 Penalty: 13940.891602
	Iteration 33Q: 3 clusters Score -1.798742e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -17987856.000000 Penalty: 13940.891602
	Iteration 34Q: 3 clusters Score -1.798786e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -17988368.000000 Penalty: 13940.891602
	Iteration 35Q: 3 clusters Score -1.798837e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -17988864.000000 Penalty: 13940.891602
	Iteration 36Q: 3 clusters Score -1.798886e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -17989300.000000 Penalty: 13940.891602
	Iteration 37Q: 3 clusters Score -1.79893e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -17989906.000000 Penalty: 13940.891602
	Iteration 38Q: 3 clusters Score -1.798991e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -17990558.000000 Penalty: 13940.891602
	Iteration 39Q: 3 clusters Score -1.799056e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -17991336.000000 Penalty: 13940.891602
	Iteration 40F: 3 clusters Score -1.799134e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -17991990.000000 Penalty: 13940.891602
	Iteration 41Q: 3 clusters Score -1.799199e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -17992710.000000 Penalty: 13940.891602
	Iteration 42Q: 3 clusters Score -1.799271e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -17993392.000000 Penalty: 13940.891602
	Iteration 43Q: 3 clusters Score -1.799339e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -17993922.000000 Penalty: 13940.891602
	Iteration 44Q: 3 clusters Score -1.799392e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -17994400.000000 Penalty: 13940.891602
	Iteration 45Q: 3 clusters Score -1.79944e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -17994766.000000 Penalty: 13940.891602
	Iteration 46Q: 3 clusters Score -1.799477e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -17995094.000000 Penalty: 13940.891602
	Iteration 47Q: 3 clusters Score -1.799509e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -17995360.000000 Penalty: 13940.891602
	Iteration 48Q: 3 clusters Score -1.799536e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -17995558.000000 Penalty: 13940.891602
	Iteration 49Q: 3 clusters Score -1.799556e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -17995682.000000 Penalty: 13940.891602
	Iteration 50Q: 3 clusters Score -1.799568e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -17995768.000000 Penalty: 13940.891602
	Iteration 51Q: 3 clusters Score -1.799577e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -17995886.000000 Penalty: 13940.891602
	Iteration 52Q: 3 clusters Score -1.799589e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -17995912.000000 Penalty: 13940.891602
	Iteration 53Q: 3 clusters Score -1.799591e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -17995972.000000 Penalty: 13940.891602
	Iteration 54Q: 3 clusters Score -1.799597e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -17995994.000000 Penalty: 13940.891602
	Iteration 55Q: 3 clusters Score -1.799599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -17996028.000000 Penalty: 13940.891602
	Iteration 56Q: 3 clusters Score -1.799603e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -17996068.000000 Penalty: 13940.891602
	Iteration 57Q: 3 clusters Score -1.799607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 86211 members 
Entering Unmasked Estep 
Score: -17996040.000000 Penalty: 13940.891602
	Iteration 58Q: 3 clusters Score -1.799604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -17996062.000000 Penalty: 13940.891602
	Iteration 59Q: 3 clusters Score -1.799606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -17996066.000000 Penalty: 13940.891602
	Iteration 60F: 3 clusters Score -1.799607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -17996078.000000 Penalty: 13940.891602
	Iteration 61Q: 3 clusters Score -1.799608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 86252 members 
Entering Unmasked Estep 
Score: -17996068.000000 Penalty: 13940.891602
	Iteration 62Q: 3 clusters Score -1.799607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -17996054.000000 Penalty: 13940.891602
	Iteration 63Q: 3 clusters Score -1.799605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 86256 members 
Entering Unmasked Estep 
Score: -17996054.000000 Penalty: 13940.891602
	Iteration 64Q: 3 clusters Score -1.799605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -17996064.000000 Penalty: 13940.891602
	Iteration 65Q: 3 clusters Score -1.799606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 86260 members 
Entering Unmasked Estep 
Score: -17996080.000000 Penalty: 13940.891602
	Iteration 66Q: 3 clusters Score -1.799608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -17996072.000000 Penalty: 13940.891602
	Iteration 67Q: 3 clusters Score -1.799607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -17996072.000000 Penalty: 13940.891602
	Iteration 68Q: 3 clusters Score -1.799607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -17996072.000000 Penalty: 13940.891602
	Iteration 69Q: 3 clusters Score -1.799607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -17996072.000000 Penalty: 13940.891602
	Iteration 70F: 3 clusters Score -1.799607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -228444.093750 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -228444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -224257.359375 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -224257.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -225376.015625 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -225376 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -226278.328125 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -226278.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -226963.250000 Penalty: 8772.036133
	Iteration 3F: 3 clusters Score -226963.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -227428.515625 Penalty: 8772.036133
	Iteration 4Q: 3 clusters Score -227428.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -228217.796875 Penalty: 8772.036133
	Iteration 5Q: 3 clusters Score -228217.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -228935.390625 Penalty: 8772.036133
	Iteration 6Q: 3 clusters Score -228935.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -229024.265625 Penalty: 8772.036133
	Iteration 7Q: 3 clusters Score -229024.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -229061.515625 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -229061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229096.984375 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -229097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -229114.546875 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -229114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -229125.812500 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -229125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -229139.343750 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -229139.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -229152.578125 Penalty: 8772.036133
	Iteration 13Q: 3 clusters Score -229152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -229158.546875 Penalty: 8772.036133
	Iteration 14Q: 3 clusters Score -229158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -229160.156250 Penalty: 8772.036133
	Iteration 15Q: 3 clusters Score -229160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -229162.343750 Penalty: 8772.036133
	Iteration 16Q: 3 clusters Score -229162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -229162.343750 Penalty: 8772.036133
	Iteration 17F: 3 clusters Score -229162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 514 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33811 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37649 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25122 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Mstep: Class 23 contains 774 members 
Entering Unmasked Estep 
Score: -89433752.000000 Penalty: 183124.609375
Splitting cluster 3 changes total score from -89436592.000000 to -89433752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Entering Unmasked Estep 
Score: -4583757.000000 Penalty: 6130.385742
	Iteration 0F: 2 clusters Score -4583757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4565954.500000 Penalty: 12260.771484
	Iteration 0F: 3 clusters Score -4565954 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4571022.000000 Penalty: 12260.771484
	Iteration 1F: 3 clusters Score -4571022 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -4571890.500000 Penalty: 12260.771484
	Iteration 2F: 3 clusters Score -4571890 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4572637.000000 Penalty: 12260.771484
	Iteration 3F: 3 clusters Score -4572637 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -4573402.500000 Penalty: 12260.771484
	Iteration 4F: 3 clusters Score -4573402 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -4574105.000000 Penalty: 12260.771484
	Iteration 5Q: 3 clusters Score -4574105 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -4574895.000000 Penalty: 12260.771484
	Iteration 6F: 3 clusters Score -4574895 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4575641.000000 Penalty: 12260.771484
	Iteration 7Q: 3 clusters Score -4575641 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -4576335.500000 Penalty: 12260.771484
	Iteration 8Q: 3 clusters Score -4576336 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -4576983.500000 Penalty: 12260.771484
	Iteration 9Q: 3 clusters Score -4576984 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4577511.000000 Penalty: 12260.771484
	Iteration 10Q: 3 clusters Score -4577511 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -4577955.000000 Penalty: 12260.771484
	Iteration 11Q: 3 clusters Score -4577955 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -4578331.500000 Penalty: 12260.771484
	Iteration 12Q: 3 clusters Score -4578332 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -4578573.500000 Penalty: 12260.771484
	Iteration 13Q: 3 clusters Score -4578574 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -4578763.000000 Penalty: 12260.771484
	Iteration 14Q: 3 clusters Score -4578763 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4578915.500000 Penalty: 12260.771484
	Iteration 15Q: 3 clusters Score -4578916 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4579039.500000 Penalty: 12260.771484
	Iteration 16Q: 3 clusters Score -4579040 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4579125.000000 Penalty: 12260.771484
	Iteration 17Q: 3 clusters Score -4579125 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4579181.500000 Penalty: 12260.771484
	Iteration 18Q: 3 clusters Score -4579182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4579221.000000 Penalty: 12260.771484
	Iteration 19Q: 3 clusters Score -4579221 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4579245.000000 Penalty: 12260.771484
	Iteration 20F: 3 clusters Score -4579245 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -4579290.000000 Penalty: 12260.771484
	Iteration 21Q: 3 clusters Score -4579290 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4579287.000000 Penalty: 12260.771484
	Iteration 22Q: 3 clusters Score -4579287 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -4579325.500000 Penalty: 12260.771484
	Iteration 23Q: 3 clusters Score -4579326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4579343.500000 Penalty: 12260.771484
	Iteration 24Q: 3 clusters Score -4579344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4579352.000000 Penalty: 12260.771484
	Iteration 25Q: 3 clusters Score -4579352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -4579386.500000 Penalty: 12260.771484
	Iteration 26Q: 3 clusters Score -4579386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -4579405.000000 Penalty: 12260.771484
	Iteration 27Q: 3 clusters Score -4579405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -4579421.000000 Penalty: 12260.771484
	Iteration 28Q: 3 clusters Score -4579421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4579447.500000 Penalty: 12260.771484
	Iteration 29Q: 3 clusters Score -4579448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -4579457.500000 Penalty: 12260.771484
	Iteration 30Q: 3 clusters Score -4579458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4579469.500000 Penalty: 12260.771484
	Iteration 31Q: 3 clusters Score -4579470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4579470.500000 Penalty: 12260.771484
	Iteration 32Q: 3 clusters Score -4579470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -4579479.500000 Penalty: 12260.771484
	Iteration 33Q: 3 clusters Score -4579480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4579489.500000 Penalty: 12260.771484
	Iteration 34Q: 3 clusters Score -4579490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -4579491.500000 Penalty: 12260.771484
	Iteration 35Q: 3 clusters Score -4579492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -4579480.000000 Penalty: 12260.771484
	Iteration 36Q: 3 clusters Score -4579480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -4579486.500000 Penalty: 12260.771484
	Iteration 37Q: 3 clusters Score -4579486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4579489.000000 Penalty: 12260.771484
	Iteration 38Q: 3 clusters Score -4579489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -4579500.500000 Penalty: 12260.771484
	Iteration 39Q: 3 clusters Score -4579500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -4579495.500000 Penalty: 12260.771484
	Iteration 40F: 3 clusters Score -4579496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -4579490.000000 Penalty: 12260.771484
	Iteration 41Q: 3 clusters Score -4579490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -4579495.500000 Penalty: 12260.771484
	Iteration 42Q: 3 clusters Score -4579496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -4579498.500000 Penalty: 12260.771484
	Iteration 43Q: 3 clusters Score -4579498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4579500.500000 Penalty: 12260.771484
	Iteration 44Q: 3 clusters Score -4579500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4579507.000000 Penalty: 12260.771484
	Iteration 45Q: 3 clusters Score -4579507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4579507.000000 Penalty: 12260.771484
	Iteration 46F: 3 clusters Score -4579507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Entering Unmasked Estep 
Score: -6638162.500000 Penalty: 6387.481445
	Iteration 0F: 2 clusters Score -6638162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -6612788.500000 Penalty: 12774.962891
	Iteration 0F: 3 clusters Score -6612788 nChanged 14564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -6620708.000000 Penalty: 12774.962891
	Iteration 1F: 3 clusters Score -6620708 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -6621680.000000 Penalty: 12774.962891
	Iteration 2F: 3 clusters Score -6621680 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -6622579.000000 Penalty: 12774.962891
	Iteration 3F: 3 clusters Score -6622579 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -6623544.000000 Penalty: 12774.962891
	Iteration 4F: 3 clusters Score -6623544 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -6624749.000000 Penalty: 12774.962891
	Iteration 5F: 3 clusters Score -6624749 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -6626033.500000 Penalty: 12774.962891
	Iteration 6F: 3 clusters Score -6626034 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -6627362.000000 Penalty: 12774.962891
	Iteration 7F: 3 clusters Score -6627362 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -6628540.000000 Penalty: 12774.962891
	Iteration 8F: 3 clusters Score -6628540 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -6629539.000000 Penalty: 12774.962891
	Iteration 9Q: 3 clusters Score -6629539 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -6630269.500000 Penalty: 12774.962891
	Iteration 10Q: 3 clusters Score -6630270 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -6630783.000000 Penalty: 12774.962891
	Iteration 11Q: 3 clusters Score -6630783 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -6631190.000000 Penalty: 12774.962891
	Iteration 12Q: 3 clusters Score -6631190 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -6631460.500000 Penalty: 12774.962891
	Iteration 13Q: 3 clusters Score -6631460 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -6631637.000000 Penalty: 12774.962891
	Iteration 14Q: 3 clusters Score -6631637 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -6631787.500000 Penalty: 12774.962891
	Iteration 15Q: 3 clusters Score -6631788 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -6631894.500000 Penalty: 12774.962891
	Iteration 16Q: 3 clusters Score -6631894 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -6631955.000000 Penalty: 12774.962891
	Iteration 17Q: 3 clusters Score -6631955 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -6632034.500000 Penalty: 12774.962891
	Iteration 18Q: 3 clusters Score -6632034 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -6632071.000000 Penalty: 12774.962891
	Iteration 19Q: 3 clusters Score -6632071 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -6632074.500000 Penalty: 12774.962891
	Iteration 20F: 3 clusters Score -6632074 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -6632072.500000 Penalty: 12774.962891
	Iteration 21Q: 3 clusters Score -6632072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -6632090.500000 Penalty: 12774.962891
	Iteration 22Q: 3 clusters Score -6632090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -6632074.000000 Penalty: 12774.962891
	Iteration 23Q: 3 clusters Score -6632074 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -6632109.500000 Penalty: 12774.962891
	Iteration 24Q: 3 clusters Score -6632110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -6632109.500000 Penalty: 12774.962891
	Iteration 25Q: 3 clusters Score -6632110 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -6632139.000000 Penalty: 12774.962891
	Iteration 26Q: 3 clusters Score -6632139 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -6632156.500000 Penalty: 12774.962891
	Iteration 27Q: 3 clusters Score -6632156 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -6632148.000000 Penalty: 12774.962891
	Iteration 28Q: 3 clusters Score -6632148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -6632187.500000 Penalty: 12774.962891
	Iteration 29Q: 3 clusters Score -6632188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -6632173.500000 Penalty: 12774.962891
	Iteration 30Q: 3 clusters Score -6632174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -6632200.500000 Penalty: 12774.962891
	Iteration 31Q: 3 clusters Score -6632200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -6632206.500000 Penalty: 12774.962891
	Iteration 32Q: 3 clusters Score -6632206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -6632195.000000 Penalty: 12774.962891
	Iteration 33Q: 3 clusters Score -6632195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -6632190.500000 Penalty: 12774.962891
	Iteration 34Q: 3 clusters Score -6632190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -6632208.000000 Penalty: 12774.962891
	Iteration 35Q: 3 clusters Score -6632208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -6632217.000000 Penalty: 12774.962891
	Iteration 36Q: 3 clusters Score -6632217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -6632201.000000 Penalty: 12774.962891
	Iteration 37Q: 3 clusters Score -6632201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -6632214.000000 Penalty: 12774.962891
	Iteration 38Q: 3 clusters Score -6632214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -6632212.500000 Penalty: 12774.962891
	Iteration 39Q: 3 clusters Score -6632212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -6632207.000000 Penalty: 12774.962891
	Iteration 40F: 3 clusters Score -6632207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -6632204.000000 Penalty: 12774.962891
	Iteration 41Q: 3 clusters Score -6632204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -6632206.500000 Penalty: 12774.962891
	Iteration 42Q: 3 clusters Score -6632206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -6632217.500000 Penalty: 12774.962891
	Iteration 43Q: 3 clusters Score -6632218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -6632206.000000 Penalty: 12774.962891
	Iteration 44Q: 3 clusters Score -6632206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -6632205.500000 Penalty: 12774.962891
	Iteration 45Q: 3 clusters Score -6632206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -6632236.000000 Penalty: 12774.962891
	Iteration 46Q: 3 clusters Score -6632236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -6632225.500000 Penalty: 12774.962891
	Iteration 47Q: 3 clusters Score -6632226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -6632238.000000 Penalty: 12774.962891
	Iteration 48Q: 3 clusters Score -6632238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -6632234.500000 Penalty: 12774.962891
	Iteration 49Q: 3 clusters Score -6632234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -6632231.000000 Penalty: 12774.962891
	Iteration 50Q: 3 clusters Score -6632231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -6632236.000000 Penalty: 12774.962891
	Iteration 51Q: 3 clusters Score -6632236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -6632228.500000 Penalty: 12774.962891
	Iteration 52Q: 3 clusters Score -6632228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -6632244.000000 Penalty: 12774.962891
	Iteration 53Q: 3 clusters Score -6632244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -6632226.000000 Penalty: 12774.962891
	Iteration 54Q: 3 clusters Score -6632226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -6632242.000000 Penalty: 12774.962891
	Iteration 55Q: 3 clusters Score -6632242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -6632239.000000 Penalty: 12774.962891
	Iteration 56Q: 3 clusters Score -6632239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -6632251.500000 Penalty: 12774.962891
	Iteration 57Q: 3 clusters Score -6632252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -6632241.500000 Penalty: 12774.962891
	Iteration 58Q: 3 clusters Score -6632242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -6632235.000000 Penalty: 12774.962891
	Iteration 59Q: 3 clusters Score -6632235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -6632226.500000 Penalty: 12774.962891
	Iteration 60F: 3 clusters Score -6632226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -6632230.000000 Penalty: 12774.962891
	Iteration 61Q: 3 clusters Score -6632230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -6632244.500000 Penalty: 12774.962891
	Iteration 62Q: 3 clusters Score -6632244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -6632242.500000 Penalty: 12774.962891
	Iteration 63Q: 3 clusters Score -6632242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -6632228.500000 Penalty: 12774.962891
	Iteration 64Q: 3 clusters Score -6632228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -6632231.500000 Penalty: 12774.962891
	Iteration 65Q: 3 clusters Score -6632232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -6632253.000000 Penalty: 12774.962891
	Iteration 66Q: 3 clusters Score -6632253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -6632245.500000 Penalty: 12774.962891
	Iteration 67Q: 3 clusters Score -6632246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -6632239.000000 Penalty: 12774.962891
	Iteration 68Q: 3 clusters Score -6632239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -6632251.000000 Penalty: 12774.962891
	Iteration 69Q: 3 clusters Score -6632251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -6632246.000000 Penalty: 12774.962891
	Iteration 70Q: 3 clusters Score -6632246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -6632246.000000 Penalty: 12774.962891
	Iteration 71Q: 3 clusters Score -6632246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -6632247.000000 Penalty: 12774.962891
	Iteration 72Q: 3 clusters Score -6632247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -6632252.000000 Penalty: 12774.962891
	Iteration 73Q: 3 clusters Score -6632252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -6632253.500000 Penalty: 12774.962891
	Iteration 74Q: 3 clusters Score -6632254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -6632251.000000 Penalty: 12774.962891
	Iteration 75Q: 3 clusters Score -6632251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -6632254.000000 Penalty: 12774.962891
	Iteration 76Q: 3 clusters Score -6632254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -6632251.500000 Penalty: 12774.962891
	Iteration 77Q: 3 clusters Score -6632252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -6632248.000000 Penalty: 12774.962891
	Iteration 78Q: 3 clusters Score -6632248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -6632252.000000 Penalty: 12774.962891
	Iteration 79Q: 3 clusters Score -6632252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -6632252.000000 Penalty: 12774.962891
	Iteration 80F: 3 clusters Score -6632252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Entering Unmasked Estep 
Score: -2563310.500000 Penalty: 5786.717773
	Iteration 0F: 2 clusters Score -2563310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2551387.500000 Penalty: 11573.435547
	Iteration 0F: 3 clusters Score -2551388 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2554253.750000 Penalty: 11573.435547
	Iteration 1F: 3 clusters Score -2554254 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2554989.500000 Penalty: 11573.435547
	Iteration 2F: 3 clusters Score -2554990 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2555630.000000 Penalty: 11573.435547
	Iteration 3F: 3 clusters Score -2555630 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2556243.750000 Penalty: 11573.435547
	Iteration 4Q: 3 clusters Score -2556244 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2556650.750000 Penalty: 11573.435547
	Iteration 5Q: 3 clusters Score -2556651 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2557008.000000 Penalty: 11573.435547
	Iteration 6Q: 3 clusters Score -2557008 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2557344.500000 Penalty: 11573.435547
	Iteration 7Q: 3 clusters Score -2557344 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2557657.250000 Penalty: 11573.435547
	Iteration 8Q: 3 clusters Score -2557657 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2557981.750000 Penalty: 11573.435547
	Iteration 9Q: 3 clusters Score -2557982 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2558291.250000 Penalty: 11573.435547
	Iteration 10Q: 3 clusters Score -2558291 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2558617.500000 Penalty: 11573.435547
	Iteration 11Q: 3 clusters Score -2558618 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2558891.500000 Penalty: 11573.435547
	Iteration 12Q: 3 clusters Score -2558892 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2559139.250000 Penalty: 11573.435547
	Iteration 13Q: 3 clusters Score -2559139 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2559344.750000 Penalty: 11573.435547
	Iteration 14Q: 3 clusters Score -2559345 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2559531.250000 Penalty: 11573.435547
	Iteration 15Q: 3 clusters Score -2559531 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2559693.250000 Penalty: 11573.435547
	Iteration 16Q: 3 clusters Score -2559693 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2559791.500000 Penalty: 11573.435547
	Iteration 17Q: 3 clusters Score -2559792 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2559874.000000 Penalty: 11573.435547
	Iteration 18Q: 3 clusters Score -2559874 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2559938.750000 Penalty: 11573.435547
	Iteration 19Q: 3 clusters Score -2559939 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2560008.750000 Penalty: 11573.435547
	Iteration 20F: 3 clusters Score -2560009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2560042.250000 Penalty: 11573.435547
	Iteration 21Q: 3 clusters Score -2560042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2560061.000000 Penalty: 11573.435547
	Iteration 22Q: 3 clusters Score -2560061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2560090.000000 Penalty: 11573.435547
	Iteration 23Q: 3 clusters Score -2560090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2560110.750000 Penalty: 11573.435547
	Iteration 24Q: 3 clusters Score -2560111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2560130.000000 Penalty: 11573.435547
	Iteration 25Q: 3 clusters Score -2560130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2560157.250000 Penalty: 11573.435547
	Iteration 26Q: 3 clusters Score -2560157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2560164.500000 Penalty: 11573.435547
	Iteration 27Q: 3 clusters Score -2560164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2560171.000000 Penalty: 11573.435547
	Iteration 28Q: 3 clusters Score -2560171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2560183.500000 Penalty: 11573.435547
	Iteration 29Q: 3 clusters Score -2560184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2560188.000000 Penalty: 11573.435547
	Iteration 30Q: 3 clusters Score -2560188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2560197.250000 Penalty: 11573.435547
	Iteration 31Q: 3 clusters Score -2560197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2560204.000000 Penalty: 11573.435547
	Iteration 32Q: 3 clusters Score -2560204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2560212.750000 Penalty: 11573.435547
	Iteration 33Q: 3 clusters Score -2560213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2560214.000000 Penalty: 11573.435547
	Iteration 34Q: 3 clusters Score -2560214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2560217.000000 Penalty: 11573.435547
	Iteration 35Q: 3 clusters Score -2560217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2560224.000000 Penalty: 11573.435547
	Iteration 36Q: 3 clusters Score -2560224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2560233.250000 Penalty: 11573.435547
	Iteration 37Q: 3 clusters Score -2560233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2560232.500000 Penalty: 11573.435547
	Iteration 38Q: 3 clusters Score -2560232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2560233.000000 Penalty: 11573.435547
	Iteration 39Q: 3 clusters Score -2560233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2560236.500000 Penalty: 11573.435547
	Iteration 40F: 3 clusters Score -2560236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2560239.750000 Penalty: 11573.435547
	Iteration 41Q: 3 clusters Score -2560240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2560243.750000 Penalty: 11573.435547
	Iteration 42Q: 3 clusters Score -2560244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2560246.250000 Penalty: 11573.435547
	Iteration 43Q: 3 clusters Score -2560246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2560244.250000 Penalty: 11573.435547
	Iteration 44Q: 3 clusters Score -2560244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2560245.750000 Penalty: 11573.435547
	Iteration 45Q: 3 clusters Score -2560246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2560248.000000 Penalty: 11573.435547
	Iteration 46Q: 3 clusters Score -2560248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2560245.750000 Penalty: 11573.435547
	Iteration 47Q: 3 clusters Score -2560246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2560253.750000 Penalty: 11573.435547
	Iteration 48Q: 3 clusters Score -2560254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2560261.500000 Penalty: 11573.435547
	Iteration 49Q: 3 clusters Score -2560262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2560265.500000 Penalty: 11573.435547
	Iteration 50Q: 3 clusters Score -2560266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2560268.000000 Penalty: 11573.435547
	Iteration 51Q: 3 clusters Score -2560268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2560278.000000 Penalty: 11573.435547
	Iteration 52Q: 3 clusters Score -2560278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2560276.000000 Penalty: 11573.435547
	Iteration 53Q: 3 clusters Score -2560276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2560281.750000 Penalty: 11573.435547
	Iteration 54Q: 3 clusters Score -2560282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2560281.750000 Penalty: 11573.435547
	Iteration 55Q: 3 clusters Score -2560282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2560281.750000 Penalty: 11573.435547
	Iteration 56F: 3 clusters Score -2560282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Entering Unmasked Estep 
Score: -7796518.500000 Penalty: 6453.337402
	Iteration 0F: 2 clusters Score -7796518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -7768994.000000 Penalty: 12906.674805
	Iteration 0F: 3 clusters Score -7768994 nChanged 16038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -7777531.500000 Penalty: 12906.674805
	Iteration 1F: 3 clusters Score -7777532 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -7778326.500000 Penalty: 12906.674805
	Iteration 2F: 3 clusters Score -7778326 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -7779011.500000 Penalty: 12906.674805
	Iteration 3Q: 3 clusters Score -7779012 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -7779663.500000 Penalty: 12906.674805
	Iteration 4Q: 3 clusters Score -7779664 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -7780376.000000 Penalty: 12906.674805
	Iteration 5Q: 3 clusters Score -7780376 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -7781191.000000 Penalty: 12906.674805
	Iteration 6Q: 3 clusters Score -7781191 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -7782160.000000 Penalty: 12906.674805
	Iteration 7Q: 3 clusters Score -7782160 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -7783384.500000 Penalty: 12906.674805
	Iteration 8F: 3 clusters Score -7783384 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -7784857.500000 Penalty: 12906.674805
	Iteration 9F: 3 clusters Score -7784858 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -7786353.000000 Penalty: 12906.674805
	Iteration 10F: 3 clusters Score -7786353 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -7787604.000000 Penalty: 12906.674805
	Iteration 11Q: 3 clusters Score -7787604 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -7788732.000000 Penalty: 12906.674805
	Iteration 12Q: 3 clusters Score -7788732 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -7789533.500000 Penalty: 12906.674805
	Iteration 13Q: 3 clusters Score -7789534 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7790094.000000 Penalty: 12906.674805
	Iteration 14Q: 3 clusters Score -7790094 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -7790452.500000 Penalty: 12906.674805
	Iteration 15Q: 3 clusters Score -7790452 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -7790744.000000 Penalty: 12906.674805
	Iteration 16Q: 3 clusters Score -7790744 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -7790953.500000 Penalty: 12906.674805
	Iteration 17Q: 3 clusters Score -7790954 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -7791110.000000 Penalty: 12906.674805
	Iteration 18Q: 3 clusters Score -7791110 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -7791258.500000 Penalty: 12906.674805
	Iteration 19Q: 3 clusters Score -7791258 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -7791406.500000 Penalty: 12906.674805
	Iteration 20F: 3 clusters Score -7791406 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7791669.000000 Penalty: 12906.674805
	Iteration 21Q: 3 clusters Score -7791669 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7791883.500000 Penalty: 12906.674805
	Iteration 22Q: 3 clusters Score -7791884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -7792035.500000 Penalty: 12906.674805
	Iteration 23Q: 3 clusters Score -7792036 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7792149.500000 Penalty: 12906.674805
	Iteration 24Q: 3 clusters Score -7792150 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -7792175.000000 Penalty: 12906.674805
	Iteration 25Q: 3 clusters Score -7792175 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7792223.500000 Penalty: 12906.674805
	Iteration 26Q: 3 clusters Score -7792224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7792241.500000 Penalty: 12906.674805
	Iteration 27Q: 3 clusters Score -7792242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7792254.500000 Penalty: 12906.674805
	Iteration 28Q: 3 clusters Score -7792254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7792261.000000 Penalty: 12906.674805
	Iteration 29Q: 3 clusters Score -7792261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -7792282.500000 Penalty: 12906.674805
	Iteration 30Q: 3 clusters Score -7792282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -7792290.500000 Penalty: 12906.674805
	Iteration 31Q: 3 clusters Score -7792290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7792303.000000 Penalty: 12906.674805
	Iteration 32Q: 3 clusters Score -7792303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7792295.000000 Penalty: 12906.674805
	Iteration 33Q: 3 clusters Score -7792295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7792289.500000 Penalty: 12906.674805
	Iteration 34Q: 3 clusters Score -7792290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -7792277.000000 Penalty: 12906.674805
	Iteration 35Q: 3 clusters Score -7792277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7792283.500000 Penalty: 12906.674805
	Iteration 36Q: 3 clusters Score -7792284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -7792291.000000 Penalty: 12906.674805
	Iteration 37Q: 3 clusters Score -7792291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -7792298.000000 Penalty: 12906.674805
	Iteration 38Q: 3 clusters Score -7792298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7792287.500000 Penalty: 12906.674805
	Iteration 39Q: 3 clusters Score -7792288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -7792309.000000 Penalty: 12906.674805
	Iteration 40F: 3 clusters Score -7792309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7792310.500000 Penalty: 12906.674805
	Iteration 41Q: 3 clusters Score -7792310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -7792309.000000 Penalty: 12906.674805
	Iteration 42Q: 3 clusters Score -7792309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -7792308.500000 Penalty: 12906.674805
	Iteration 43Q: 3 clusters Score -7792308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7792305.000000 Penalty: 12906.674805
	Iteration 44Q: 3 clusters Score -7792305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7792300.500000 Penalty: 12906.674805
	Iteration 45Q: 3 clusters Score -7792300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -7792303.000000 Penalty: 12906.674805
	Iteration 46Q: 3 clusters Score -7792303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -7792308.000000 Penalty: 12906.674805
	Iteration 47Q: 3 clusters Score -7792308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7792303.500000 Penalty: 12906.674805
	Iteration 48Q: 3 clusters Score -7792304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7792304.000000 Penalty: 12906.674805
	Iteration 49Q: 3 clusters Score -7792304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7792301.500000 Penalty: 12906.674805
	Iteration 50Q: 3 clusters Score -7792302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7792301.500000 Penalty: 12906.674805
	Iteration 51Q: 3 clusters Score -7792302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7792301.500000 Penalty: 12906.674805
	Iteration 52F: 3 clusters Score -7792302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Entering Unmasked Estep 
Score: -4638587.500000 Penalty: 6132.174805
	Iteration 0F: 2 clusters Score -4638588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -4620597.500000 Penalty: 12264.349609
	Iteration 0F: 3 clusters Score -4620598 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -4625495.500000 Penalty: 12264.349609
	Iteration 1F: 3 clusters Score -4625496 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -4626132.000000 Penalty: 12264.349609
	Iteration 2F: 3 clusters Score -4626132 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4626527.000000 Penalty: 12264.349609
	Iteration 3Q: 3 clusters Score -4626527 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -4626844.500000 Penalty: 12264.349609
	Iteration 4Q: 3 clusters Score -4626844 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -4627087.500000 Penalty: 12264.349609
	Iteration 5Q: 3 clusters Score -4627088 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4627331.500000 Penalty: 12264.349609
	Iteration 6Q: 3 clusters Score -4627332 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -4627520.000000 Penalty: 12264.349609
	Iteration 7Q: 3 clusters Score -4627520 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -4627732.000000 Penalty: 12264.349609
	Iteration 8Q: 3 clusters Score -4627732 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -4627950.000000 Penalty: 12264.349609
	Iteration 9Q: 3 clusters Score -4627950 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4628170.500000 Penalty: 12264.349609
	Iteration 10Q: 3 clusters Score -4628170 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4628445.500000 Penalty: 12264.349609
	Iteration 11Q: 3 clusters Score -4628446 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -4628747.500000 Penalty: 12264.349609
	Iteration 12Q: 3 clusters Score -4628748 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -4629130.000000 Penalty: 12264.349609
	Iteration 13Q: 3 clusters Score -4629130 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4629575.000000 Penalty: 12264.349609
	Iteration 14Q: 3 clusters Score -4629575 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4630095.500000 Penalty: 12264.349609
	Iteration 15Q: 3 clusters Score -4630096 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4630629.500000 Penalty: 12264.349609
	Iteration 16Q: 3 clusters Score -4630630 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4631160.500000 Penalty: 12264.349609
	Iteration 17Q: 3 clusters Score -4631160 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -4631679.000000 Penalty: 12264.349609
	Iteration 18Q: 3 clusters Score -4631679 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -4632178.000000 Penalty: 12264.349609
	Iteration 19Q: 3 clusters Score -4632178 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -4632482.500000 Penalty: 12264.349609
	Iteration 20F: 3 clusters Score -4632482 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4632692.000000 Penalty: 12264.349609
	Iteration 21Q: 3 clusters Score -4632692 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4632828.500000 Penalty: 12264.349609
	Iteration 22Q: 3 clusters Score -4632828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4632915.500000 Penalty: 12264.349609
	Iteration 23Q: 3 clusters Score -4632916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4632977.500000 Penalty: 12264.349609
	Iteration 24Q: 3 clusters Score -4632978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -4633047.500000 Penalty: 12264.349609
	Iteration 25Q: 3 clusters Score -4633048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4633091.500000 Penalty: 12264.349609
	Iteration 26Q: 3 clusters Score -4633092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4633105.500000 Penalty: 12264.349609
	Iteration 27Q: 3 clusters Score -4633106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4633120.000000 Penalty: 12264.349609
	Iteration 28Q: 3 clusters Score -4633120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -4633125.500000 Penalty: 12264.349609
	Iteration 29Q: 3 clusters Score -4633126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4633140.000000 Penalty: 12264.349609
	Iteration 30Q: 3 clusters Score -4633140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4633145.500000 Penalty: 12264.349609
	Iteration 31Q: 3 clusters Score -4633146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -4633154.000000 Penalty: 12264.349609
	Iteration 32Q: 3 clusters Score -4633154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4633160.500000 Penalty: 12264.349609
	Iteration 33Q: 3 clusters Score -4633160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4633157.000000 Penalty: 12264.349609
	Iteration 34Q: 3 clusters Score -4633157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4633157.000000 Penalty: 12264.349609
	Iteration 35F: 3 clusters Score -4633157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -267404.593750 Penalty: 4394.049316
	Iteration 0F: 2 clusters Score -267404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -262989.468750 Penalty: 8788.098633
	Iteration 0F: 3 clusters Score -262989.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -263397.468750 Penalty: 8788.098633
	Iteration 1F: 3 clusters Score -263397.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -263499.000000 Penalty: 8788.098633
	Iteration 2Q: 3 clusters Score -263499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -263554.156250 Penalty: 8788.098633
	Iteration 3Q: 3 clusters Score -263554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -263572.625000 Penalty: 8788.098633
	Iteration 4Q: 3 clusters Score -263572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -263586.062500 Penalty: 8788.098633
	Iteration 5Q: 3 clusters Score -263586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -263591.281250 Penalty: 8788.098633
	Iteration 6Q: 3 clusters Score -263591.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -263594.781250 Penalty: 8788.098633
	Iteration 7Q: 3 clusters Score -263594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -263595.718750 Penalty: 8788.098633
	Iteration 8Q: 3 clusters Score -263595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -263599.062500 Penalty: 8788.098633
	Iteration 9Q: 3 clusters Score -263599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -263600.562500 Penalty: 8788.098633
	Iteration 10Q: 3 clusters Score -263600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -263602.906250 Penalty: 8788.098633
	Iteration 11Q: 3 clusters Score -263602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -263606.562500 Penalty: 8788.098633
	Iteration 12Q: 3 clusters Score -263606.6 nChanged 1
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: -263608.875000 Penalty: 8788.098633
	Iteration 13Q: 3 clusters Score -263608.9 nChanged 0
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: -263608.875000 Penalty: 8788.098633
	Iteration 14F: 3 clusters Score -263608.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -176638.671875 Penalty: 4233.445312
	Iteration 0F: 2 clusters Score -176638.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -172735.437500 Penalty: 8466.890625
	Iteration 0F: 3 clusters Score -172735.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -173373.203125 Penalty: 8466.890625
	Iteration 1F: 3 clusters Score -173373.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -173833.156250 Penalty: 8466.890625
	Iteration 2F: 3 clusters Score -173833.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -174407.078125 Penalty: 8466.890625
	Iteration 3Q: 3 clusters Score -174407.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -174589.656250 Penalty: 8466.890625
	Iteration 4Q: 3 clusters Score -174589.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -174725.203125 Penalty: 8466.890625
	Iteration 5Q: 3 clusters Score -174725.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -174857.109375 Penalty: 8466.890625
	Iteration 6Q: 3 clusters Score -174857.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174990.953125 Penalty: 8466.890625
	Iteration 7Q: 3 clusters Score -174991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -175128.234375 Penalty: 8466.890625
	Iteration 8Q: 3 clusters Score -175128.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -175306.890625 Penalty: 8466.890625
	Iteration 9Q: 3 clusters Score -175306.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -175482.906250 Penalty: 8466.890625
	Iteration 10Q: 3 clusters Score -175482.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -175623.484375 Penalty: 8466.890625
	Iteration 11Q: 3 clusters Score -175623.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -175719.515625 Penalty: 8466.890625
	Iteration 12Q: 3 clusters Score -175719.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -175784.031250 Penalty: 8466.890625
	Iteration 13Q: 3 clusters Score -175784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -175852.781250 Penalty: 8466.890625
	Iteration 14Q: 3 clusters Score -175852.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -175953.125000 Penalty: 8466.890625
	Iteration 15Q: 3 clusters Score -175953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -176090.906250 Penalty: 8466.890625
	Iteration 16Q: 3 clusters Score -176090.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -176188.281250 Penalty: 8466.890625
	Iteration 17Q: 3 clusters Score -176188.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -176294.187500 Penalty: 8466.890625
	Iteration 18Q: 3 clusters Score -176294.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -176399.390625 Penalty: 8466.890625
	Iteration 19Q: 3 clusters Score -176399.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -176509.609375 Penalty: 8466.890625
	Iteration 20F: 3 clusters Score -176509.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176682.968750 Penalty: 8466.890625
	Iteration 21Q: 3 clusters Score -176683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -176932.937500 Penalty: 8466.890625
	Iteration 22Q: 3 clusters Score -176932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177016.156250 Penalty: 8466.890625
	Iteration 23Q: 3 clusters Score -177016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -177019.718750 Penalty: 8466.890625
	Iteration 24Q: 3 clusters Score -177019.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -177021.609375 Penalty: 8466.890625
	Iteration 25Q: 3 clusters Score -177021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -177025.140625 Penalty: 8466.890625
	Iteration 26Q: 3 clusters Score -177025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -177025.140625 Penalty: 8466.890625
	Iteration 27F: 3 clusters Score -177025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33811 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37649 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25122 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Mstep: Class 23 contains 623 members 
Entering Unmasked Estep 
Score: -89433288.000000 Penalty: 183124.609375
Splitting cluster 10 changes total score from -89436592.000000 to -89433288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (41915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Entering Unmasked Estep 
Score: -8702531.000000 Penalty: 6519.082031
	Iteration 0F: 2 clusters Score -8702531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -8672058.000000 Penalty: 13038.164062
	Iteration 0F: 3 clusters Score -8672058 nChanged 18196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -8681527.000000 Penalty: 13038.164062
	Iteration 1F: 3 clusters Score -8681527 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -8682446.000000 Penalty: 13038.164062
	Iteration 2F: 3 clusters Score -8682446 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -8683148.000000 Penalty: 13038.164062
	Iteration 3Q: 3 clusters Score -8683148 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -8683777.000000 Penalty: 13038.164062
	Iteration 4Q: 3 clusters Score -8683777 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -8684345.000000 Penalty: 13038.164062
	Iteration 5Q: 3 clusters Score -8684345 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -8684968.000000 Penalty: 13038.164062
	Iteration 6Q: 3 clusters Score -8684968 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -8685616.000000 Penalty: 13038.164062
	Iteration 7Q: 3 clusters Score -8685616 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -8686327.000000 Penalty: 13038.164062
	Iteration 8Q: 3 clusters Score -8686327 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -8687221.000000 Penalty: 13038.164062
	Iteration 9Q: 3 clusters Score -8687221 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -8688245.000000 Penalty: 13038.164062
	Iteration 10Q: 3 clusters Score -8688245 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -8689309.000000 Penalty: 13038.164062
	Iteration 11Q: 3 clusters Score -8689309 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -8690381.000000 Penalty: 13038.164062
	Iteration 12Q: 3 clusters Score -8690381 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -8691368.000000 Penalty: 13038.164062
	Iteration 13Q: 3 clusters Score -8691368 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -8692283.000000 Penalty: 13038.164062
	Iteration 14Q: 3 clusters Score -8692283 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -8693126.000000 Penalty: 13038.164062
	Iteration 15Q: 3 clusters Score -8693126 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -8693964.000000 Penalty: 13038.164062
	Iteration 16Q: 3 clusters Score -8693964 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8694669.000000 Penalty: 13038.164062
	Iteration 17Q: 3 clusters Score -8694669 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8695120.000000 Penalty: 13038.164062
	Iteration 18Q: 3 clusters Score -8695120 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8695506.000000 Penalty: 13038.164062
	Iteration 19Q: 3 clusters Score -8695506 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8695836.000000 Penalty: 13038.164062
	Iteration 20F: 3 clusters Score -8695836 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8696120.000000 Penalty: 13038.164062
	Iteration 21Q: 3 clusters Score -8696120 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8696322.000000 Penalty: 13038.164062
	Iteration 22Q: 3 clusters Score -8696322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8696433.000000 Penalty: 13038.164062
	Iteration 23Q: 3 clusters Score -8696433 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8696522.000000 Penalty: 13038.164062
	Iteration 24Q: 3 clusters Score -8696522 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8696599.000000 Penalty: 13038.164062
	Iteration 25Q: 3 clusters Score -8696599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8696657.000000 Penalty: 13038.164062
	Iteration 26Q: 3 clusters Score -8696657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8696669.000000 Penalty: 13038.164062
	Iteration 27Q: 3 clusters Score -8696669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8696707.000000 Penalty: 13038.164062
	Iteration 28Q: 3 clusters Score -8696707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8696739.000000 Penalty: 13038.164062
	Iteration 29Q: 3 clusters Score -8696739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8696769.000000 Penalty: 13038.164062
	Iteration 30Q: 3 clusters Score -8696769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8696768.000000 Penalty: 13038.164062
	Iteration 31Q: 3 clusters Score -8696768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8696783.000000 Penalty: 13038.164062
	Iteration 32Q: 3 clusters Score -8696783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8696782.000000 Penalty: 13038.164062
	Iteration 33Q: 3 clusters Score -8696782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8696809.000000 Penalty: 13038.164062
	Iteration 34Q: 3 clusters Score -8696809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8696835.000000 Penalty: 13038.164062
	Iteration 35Q: 3 clusters Score -8696835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8696838.000000 Penalty: 13038.164062
	Iteration 36Q: 3 clusters Score -8696838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8696864.000000 Penalty: 13038.164062
	Iteration 37Q: 3 clusters Score -8696864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8696868.000000 Penalty: 13038.164062
	Iteration 38Q: 3 clusters Score -8696868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8696874.000000 Penalty: 13038.164062
	Iteration 39Q: 3 clusters Score -8696874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8696879.000000 Penalty: 13038.164062
	Iteration 40F: 3 clusters Score -8696879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8696870.000000 Penalty: 13038.164062
	Iteration 41Q: 3 clusters Score -8696870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8696875.000000 Penalty: 13038.164062
	Iteration 42Q: 3 clusters Score -8696875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8696878.000000 Penalty: 13038.164062
	Iteration 43Q: 3 clusters Score -8696878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8696892.000000 Penalty: 13038.164062
	Iteration 44Q: 3 clusters Score -8696892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8696883.000000 Penalty: 13038.164062
	Iteration 45Q: 3 clusters Score -8696883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8696883.000000 Penalty: 13038.164062
	Iteration 46F: 3 clusters Score -8696883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -1429414.500000 Penalty: 5432.075195
	Iteration 0F: 2 clusters Score -1429414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1420989.875000 Penalty: 10864.150391
	Iteration 0F: 3 clusters Score -1420990 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1422628.375000 Penalty: 10864.150391
	Iteration 1F: 3 clusters Score -1422628 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1422980.000000 Penalty: 10864.150391
	Iteration 2F: 3 clusters Score -1422980 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1423206.625000 Penalty: 10864.150391
	Iteration 3Q: 3 clusters Score -1423207 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1423372.250000 Penalty: 10864.150391
	Iteration 4Q: 3 clusters Score -1423372 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1423528.500000 Penalty: 10864.150391
	Iteration 5Q: 3 clusters Score -1423528 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1423707.375000 Penalty: 10864.150391
	Iteration 6Q: 3 clusters Score -1423707 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1423885.500000 Penalty: 10864.150391
	Iteration 7Q: 3 clusters Score -1423886 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1424122.750000 Penalty: 10864.150391
	Iteration 8Q: 3 clusters Score -1424123 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1424413.750000 Penalty: 10864.150391
	Iteration 9Q: 3 clusters Score -1424414 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1424696.375000 Penalty: 10864.150391
	Iteration 10Q: 3 clusters Score -1424696 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1424956.500000 Penalty: 10864.150391
	Iteration 11Q: 3 clusters Score -1424956 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1425189.750000 Penalty: 10864.150391
	Iteration 12Q: 3 clusters Score -1425190 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1425366.625000 Penalty: 10864.150391
	Iteration 13Q: 3 clusters Score -1425367 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1425527.125000 Penalty: 10864.150391
	Iteration 14Q: 3 clusters Score -1425527 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1425623.875000 Penalty: 10864.150391
	Iteration 15Q: 3 clusters Score -1425624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1425690.250000 Penalty: 10864.150391
	Iteration 16Q: 3 clusters Score -1425690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1425746.375000 Penalty: 10864.150391
	Iteration 17Q: 3 clusters Score -1425746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1425786.250000 Penalty: 10864.150391
	Iteration 18Q: 3 clusters Score -1425786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1425813.750000 Penalty: 10864.150391
	Iteration 19Q: 3 clusters Score -1425814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1425836.125000 Penalty: 10864.150391
	Iteration 20F: 3 clusters Score -1425836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1425856.250000 Penalty: 10864.150391
	Iteration 21Q: 3 clusters Score -1425856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1425876.000000 Penalty: 10864.150391
	Iteration 22Q: 3 clusters Score -1425876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1425891.375000 Penalty: 10864.150391
	Iteration 23Q: 3 clusters Score -1425891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1425908.750000 Penalty: 10864.150391
	Iteration 24Q: 3 clusters Score -1425909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1425921.375000 Penalty: 10864.150391
	Iteration 25Q: 3 clusters Score -1425921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1425934.000000 Penalty: 10864.150391
	Iteration 26Q: 3 clusters Score -1425934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1425936.125000 Penalty: 10864.150391
	Iteration 27Q: 3 clusters Score -1425936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1425941.000000 Penalty: 10864.150391
	Iteration 28Q: 3 clusters Score -1425941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1425946.250000 Penalty: 10864.150391
	Iteration 29Q: 3 clusters Score -1425946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1425948.625000 Penalty: 10864.150391
	Iteration 30Q: 3 clusters Score -1425949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1425947.375000 Penalty: 10864.150391
	Iteration 31Q: 3 clusters Score -1425947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1425950.500000 Penalty: 10864.150391
	Iteration 32Q: 3 clusters Score -1425950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1425954.000000 Penalty: 10864.150391
	Iteration 33Q: 3 clusters Score -1425954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1425957.250000 Penalty: 10864.150391
	Iteration 34Q: 3 clusters Score -1425957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1425958.875000 Penalty: 10864.150391
	Iteration 35Q: 3 clusters Score -1425959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1425963.250000 Penalty: 10864.150391
	Iteration 36Q: 3 clusters Score -1425963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1425965.250000 Penalty: 10864.150391
	Iteration 37Q: 3 clusters Score -1425965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1425968.000000 Penalty: 10864.150391
	Iteration 38Q: 3 clusters Score -1425968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1425968.000000 Penalty: 10864.150391
	Iteration 39F: 3 clusters Score -1425968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -116043.773438 Penalty: 3949.944580
	Iteration 0F: 2 clusters Score -116043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -112420.820312 Penalty: 7899.889160
	Iteration 0F: 3 clusters Score -112420.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112670.679688 Penalty: 7899.889160
	Iteration 1F: 3 clusters Score -112670.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -112771.148438 Penalty: 7899.889160
	Iteration 2Q: 3 clusters Score -112771.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -112929.156250 Penalty: 7899.889160
	Iteration 3Q: 3 clusters Score -112929.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -113093.632812 Penalty: 7899.889160
	Iteration 4Q: 3 clusters Score -113093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -113166.437500 Penalty: 7899.889160
	Iteration 5Q: 3 clusters Score -113166.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -113205.781250 Penalty: 7899.889160
	Iteration 6Q: 3 clusters Score -113205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -113218.929688 Penalty: 7899.889160
	Iteration 7Q: 3 clusters Score -113218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -113224.734375 Penalty: 7899.889160
	Iteration 8Q: 3 clusters Score -113224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -113233.835938 Penalty: 7899.889160
	Iteration 9Q: 3 clusters Score -113233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -113249.046875 Penalty: 7899.889160
	Iteration 10Q: 3 clusters Score -113249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -113249.046875 Penalty: 7899.889160
	Iteration 11F: 3 clusters Score -113249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -112459.132812 Penalty: 3999.269043
	Iteration 0F: 2 clusters Score -112459.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -108921.359375 Penalty: 7998.538086
	Iteration 0F: 3 clusters Score -108921.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -109321.906250 Penalty: 7998.538086
	Iteration 1F: 3 clusters Score -109321.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -109627.242188 Penalty: 7998.538086
	Iteration 2F: 3 clusters Score -109627.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -109803.453125 Penalty: 7998.538086
	Iteration 3Q: 3 clusters Score -109803.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -109965.781250 Penalty: 7998.538086
	Iteration 4Q: 3 clusters Score -109965.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -110063.484375 Penalty: 7998.538086
	Iteration 5Q: 3 clusters Score -110063.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -110109.976562 Penalty: 7998.538086
	Iteration 6Q: 3 clusters Score -110110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -110154.117188 Penalty: 7998.538086
	Iteration 7Q: 3 clusters Score -110154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -110193.742188 Penalty: 7998.538086
	Iteration 8Q: 3 clusters Score -110193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -110247.734375 Penalty: 7998.538086
	Iteration 9Q: 3 clusters Score -110247.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -110312.296875 Penalty: 7998.538086
	Iteration 10Q: 3 clusters Score -110312.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -110435.000000 Penalty: 7998.538086
	Iteration 11Q: 3 clusters Score -110435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -110560.164062 Penalty: 7998.538086
	Iteration 12Q: 3 clusters Score -110560.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110702.132812 Penalty: 7998.538086
	Iteration 13Q: 3 clusters Score -110702.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110900.765625 Penalty: 7998.538086
	Iteration 14Q: 3 clusters Score -110900.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110995.664062 Penalty: 7998.538086
	Iteration 15Q: 3 clusters Score -110995.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111089.218750 Penalty: 7998.538086
	Iteration 16Q: 3 clusters Score -111089.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111218.515625 Penalty: 7998.538086
	Iteration 17Q: 3 clusters Score -111218.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -111372.562500 Penalty: 7998.538086
	Iteration 18Q: 3 clusters Score -111372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111561.117188 Penalty: 7998.538086
	Iteration 19Q: 3 clusters Score -111561.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111730.070312 Penalty: 7998.538086
	Iteration 20F: 3 clusters Score -111730.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112032.585938 Penalty: 7998.538086
	Iteration 21Q: 3 clusters Score -112032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112281.007812 Penalty: 7998.538086
	Iteration 22Q: 3 clusters Score -112281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -112346.171875 Penalty: 7998.538086
	Iteration 23Q: 3 clusters Score -112346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112447.046875 Penalty: 7998.538086
	Iteration 24Q: 3 clusters Score -112447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112465.492188 Penalty: 7998.538086
	Iteration 25Q: 3 clusters Score -112465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112483.015625 Penalty: 7998.538086
	Iteration 26Q: 3 clusters Score -112483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112544.867188 Penalty: 7998.538086
	Iteration 27Q: 3 clusters Score -112544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -112579.726562 Penalty: 7998.538086
	Iteration 28Q: 3 clusters Score -112579.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112734.812500 Penalty: 7998.538086
	Iteration 29Q: 3 clusters Score -112734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -113087.312500 Penalty: 7998.538086
	Iteration 30Q: 3 clusters Score -113087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -113087.312500 Penalty: 7998.538086
	Iteration 31F: 3 clusters Score -113087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33811 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37649 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 349 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25122 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Mstep: Class 23 contains 336 members 
Entering Unmasked Estep 
Score: -89433376.000000 Penalty: 183124.609375
Splitting cluster 14 changes total score from -89436592.000000 to -89433376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -179557.375000 Penalty: 4175.921387
	Iteration 0F: 2 clusters Score -179557.4 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 457 members 
Entering Unmasked Estep 
Score: -175532.593750 Penalty: 8351.842773
	Iteration 0F: 3 clusters Score -175532.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -175864.046875 Penalty: 8351.842773
	Iteration 1F: 3 clusters Score -175864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -175966.343750 Penalty: 8351.842773
	Iteration 2Q: 3 clusters Score -175966.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -176003.593750 Penalty: 8351.842773
	Iteration 3Q: 3 clusters Score -176003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -176030.062500 Penalty: 8351.842773
	Iteration 4Q: 3 clusters Score -176030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -176038.562500 Penalty: 8351.842773
	Iteration 5Q: 3 clusters Score -176038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -176050.625000 Penalty: 8351.842773
	Iteration 6Q: 3 clusters Score -176050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -176065.109375 Penalty: 8351.842773
	Iteration 7Q: 3 clusters Score -176065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -176078.875000 Penalty: 8351.842773
	Iteration 8Q: 3 clusters Score -176078.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -176093.156250 Penalty: 8351.842773
	Iteration 9Q: 3 clusters Score -176093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -176102.109375 Penalty: 8351.842773
	Iteration 10Q: 3 clusters Score -176102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -176104.984375 Penalty: 8351.842773
	Iteration 11Q: 3 clusters Score -176105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -176104.984375 Penalty: 8351.842773
	Iteration 12F: 3 clusters Score -176105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Entering Unmasked Estep 
Score: -5181617.000000 Penalty: 6205.543457
	Iteration 0F: 2 clusters Score -5181617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -5161828.500000 Penalty: 12411.086914
	Iteration 0F: 3 clusters Score -5161828 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -5167378.500000 Penalty: 12411.086914
	Iteration 1F: 3 clusters Score -5167378 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5168130.500000 Penalty: 12411.086914
	Iteration 2F: 3 clusters Score -5168130 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -5168712.000000 Penalty: 12411.086914
	Iteration 3F: 3 clusters Score -5168712 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -5169124.500000 Penalty: 12411.086914
	Iteration 4Q: 3 clusters Score -5169124 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -5169551.500000 Penalty: 12411.086914
	Iteration 5Q: 3 clusters Score -5169552 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5169956.000000 Penalty: 12411.086914
	Iteration 6Q: 3 clusters Score -5169956 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -5170369.000000 Penalty: 12411.086914
	Iteration 7Q: 3 clusters Score -5170369 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -5170793.500000 Penalty: 12411.086914
	Iteration 8Q: 3 clusters Score -5170794 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5171246.000000 Penalty: 12411.086914
	Iteration 9Q: 3 clusters Score -5171246 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -5171627.000000 Penalty: 12411.086914
	Iteration 10Q: 3 clusters Score -5171627 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -5171939.500000 Penalty: 12411.086914
	Iteration 11Q: 3 clusters Score -5171940 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -5172246.500000 Penalty: 12411.086914
	Iteration 12Q: 3 clusters Score -5172246 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -5172577.500000 Penalty: 12411.086914
	Iteration 13Q: 3 clusters Score -5172578 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -5172930.000000 Penalty: 12411.086914
	Iteration 14Q: 3 clusters Score -5172930 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5173203.000000 Penalty: 12411.086914
	Iteration 15Q: 3 clusters Score -5173203 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5173442.000000 Penalty: 12411.086914
	Iteration 16Q: 3 clusters Score -5173442 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -5173698.500000 Penalty: 12411.086914
	Iteration 17Q: 3 clusters Score -5173698 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5173917.500000 Penalty: 12411.086914
	Iteration 18Q: 3 clusters Score -5173918 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -5174196.500000 Penalty: 12411.086914
	Iteration 19Q: 3 clusters Score -5174196 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -5174495.500000 Penalty: 12411.086914
	Iteration 20F: 3 clusters Score -5174496 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -5174727.000000 Penalty: 12411.086914
	Iteration 21Q: 3 clusters Score -5174727 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -5174866.000000 Penalty: 12411.086914
	Iteration 22Q: 3 clusters Score -5174866 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -5175012.500000 Penalty: 12411.086914
	Iteration 23Q: 3 clusters Score -5175012 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -5175103.500000 Penalty: 12411.086914
	Iteration 24Q: 3 clusters Score -5175104 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5175194.000000 Penalty: 12411.086914
	Iteration 25Q: 3 clusters Score -5175194 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5175237.500000 Penalty: 12411.086914
	Iteration 26Q: 3 clusters Score -5175238 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -5175278.500000 Penalty: 12411.086914
	Iteration 27Q: 3 clusters Score -5175278 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -5175307.000000 Penalty: 12411.086914
	Iteration 28Q: 3 clusters Score -5175307 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -5175319.000000 Penalty: 12411.086914
	Iteration 29Q: 3 clusters Score -5175319 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -5175354.000000 Penalty: 12411.086914
	Iteration 30Q: 3 clusters Score -5175354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -5175366.000000 Penalty: 12411.086914
	Iteration 31Q: 3 clusters Score -5175366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -5175398.000000 Penalty: 12411.086914
	Iteration 32Q: 3 clusters Score -5175398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -5175421.500000 Penalty: 12411.086914
	Iteration 33Q: 3 clusters Score -5175422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -5175433.500000 Penalty: 12411.086914
	Iteration 34Q: 3 clusters Score -5175434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -5175451.500000 Penalty: 12411.086914
	Iteration 35Q: 3 clusters Score -5175452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -5175461.500000 Penalty: 12411.086914
	Iteration 36Q: 3 clusters Score -5175462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -5175459.500000 Penalty: 12411.086914
	Iteration 37Q: 3 clusters Score -5175460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -5175470.500000 Penalty: 12411.086914
	Iteration 38Q: 3 clusters Score -5175470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -5175470.000000 Penalty: 12411.086914
	Iteration 39Q: 3 clusters Score -5175470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -5175475.500000 Penalty: 12411.086914
	Iteration 40F: 3 clusters Score -5175476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -5175488.500000 Penalty: 12411.086914
	Iteration 41Q: 3 clusters Score -5175488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -5175498.000000 Penalty: 12411.086914
	Iteration 42Q: 3 clusters Score -5175498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -5175499.000000 Penalty: 12411.086914
	Iteration 43Q: 3 clusters Score -5175499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -5175506.000000 Penalty: 12411.086914
	Iteration 44Q: 3 clusters Score -5175506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -5175504.500000 Penalty: 12411.086914
	Iteration 45Q: 3 clusters Score -5175504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -5175505.500000 Penalty: 12411.086914
	Iteration 46Q: 3 clusters Score -5175506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5175503.000000 Penalty: 12411.086914
	Iteration 47Q: 3 clusters Score -5175503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -5175510.000000 Penalty: 12411.086914
	Iteration 48Q: 3 clusters Score -5175510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -5175518.500000 Penalty: 12411.086914
	Iteration 49Q: 3 clusters Score -5175518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -5175521.500000 Penalty: 12411.086914
	Iteration 50Q: 3 clusters Score -5175522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -5175529.500000 Penalty: 12411.086914
	Iteration 51Q: 3 clusters Score -5175530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -5175533.000000 Penalty: 12411.086914
	Iteration 52Q: 3 clusters Score -5175533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -5175540.500000 Penalty: 12411.086914
	Iteration 53Q: 3 clusters Score -5175540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -5175548.500000 Penalty: 12411.086914
	Iteration 54Q: 3 clusters Score -5175548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -5175553.000000 Penalty: 12411.086914
	Iteration 55Q: 3 clusters Score -5175553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -5175545.500000 Penalty: 12411.086914
	Iteration 56Q: 3 clusters Score -5175546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -5175544.000000 Penalty: 12411.086914
	Iteration 57Q: 3 clusters Score -5175544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -5175539.500000 Penalty: 12411.086914
	Iteration 58Q: 3 clusters Score -5175540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -5175535.000000 Penalty: 12411.086914
	Iteration 59Q: 3 clusters Score -5175535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -5175541.000000 Penalty: 12411.086914
	Iteration 60F: 3 clusters Score -5175541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -5175536.000000 Penalty: 12411.086914
	Iteration 61Q: 3 clusters Score -5175536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -5175539.000000 Penalty: 12411.086914
	Iteration 62Q: 3 clusters Score -5175539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -5175543.500000 Penalty: 12411.086914
	Iteration 63Q: 3 clusters Score -5175544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5175546.000000 Penalty: 12411.086914
	Iteration 64Q: 3 clusters Score -5175546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5175546.000000 Penalty: 12411.086914
	Iteration 65Q: 3 clusters Score -5175546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5175554.500000 Penalty: 12411.086914
	Iteration 66Q: 3 clusters Score -5175554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5175552.000000 Penalty: 12411.086914
	Iteration 67Q: 3 clusters Score -5175552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -5175549.000000 Penalty: 12411.086914
	Iteration 68Q: 3 clusters Score -5175549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5175546.000000 Penalty: 12411.086914
	Iteration 69Q: 3 clusters Score -5175546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5175549.000000 Penalty: 12411.086914
	Iteration 70Q: 3 clusters Score -5175549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5175549.500000 Penalty: 12411.086914
	Iteration 71Q: 3 clusters Score -5175550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5175541.000000 Penalty: 12411.086914
	Iteration 72Q: 3 clusters Score -5175541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -5175547.500000 Penalty: 12411.086914
	Iteration 73Q: 3 clusters Score -5175548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5175548.000000 Penalty: 12411.086914
	Iteration 74Q: 3 clusters Score -5175548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -5175551.000000 Penalty: 12411.086914
	Iteration 75Q: 3 clusters Score -5175551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5175555.000000 Penalty: 12411.086914
	Iteration 76Q: 3 clusters Score -5175555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5175560.000000 Penalty: 12411.086914
	Iteration 77Q: 3 clusters Score -5175560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -5175561.500000 Penalty: 12411.086914
	Iteration 78Q: 3 clusters Score -5175562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -5175553.500000 Penalty: 12411.086914
	Iteration 79Q: 3 clusters Score -5175554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -5175553.500000 Penalty: 12411.086914
	Iteration 80F: 3 clusters Score -5175554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -5175551.500000 Penalty: 12411.086914
	Iteration 81Q: 3 clusters Score -5175552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -5175551.500000 Penalty: 12411.086914
	Iteration 82F: 3 clusters Score -5175552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Entering Unmasked Estep 
Score: -5069175.000000 Penalty: 6196.182617
	Iteration 0F: 2 clusters Score -5069175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5049644.500000 Penalty: 12392.365234
	Iteration 0F: 3 clusters Score -5049644 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -5055152.500000 Penalty: 12392.365234
	Iteration 1F: 3 clusters Score -5055152 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -5055947.500000 Penalty: 12392.365234
	Iteration 2F: 3 clusters Score -5055948 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -5056571.000000 Penalty: 12392.365234
	Iteration 3F: 3 clusters Score -5056571 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -5057105.000000 Penalty: 12392.365234
	Iteration 4Q: 3 clusters Score -5057105 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5057638.500000 Penalty: 12392.365234
	Iteration 5Q: 3 clusters Score -5057638 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -5058227.000000 Penalty: 12392.365234
	Iteration 6Q: 3 clusters Score -5058227 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -5058796.500000 Penalty: 12392.365234
	Iteration 7Q: 3 clusters Score -5058796 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -5059298.500000 Penalty: 12392.365234
	Iteration 8Q: 3 clusters Score -5059298 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -5059825.500000 Penalty: 12392.365234
	Iteration 9Q: 3 clusters Score -5059826 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5060254.500000 Penalty: 12392.365234
	Iteration 10Q: 3 clusters Score -5060254 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -5060613.000000 Penalty: 12392.365234
	Iteration 11Q: 3 clusters Score -5060613 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -5060847.000000 Penalty: 12392.365234
	Iteration 12Q: 3 clusters Score -5060847 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -5061006.500000 Penalty: 12392.365234
	Iteration 13Q: 3 clusters Score -5061006 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -5061130.500000 Penalty: 12392.365234
	Iteration 14Q: 3 clusters Score -5061130 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -5061249.500000 Penalty: 12392.365234
	Iteration 15Q: 3 clusters Score -5061250 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -5061310.500000 Penalty: 12392.365234
	Iteration 16Q: 3 clusters Score -5061310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -5061367.000000 Penalty: 12392.365234
	Iteration 17Q: 3 clusters Score -5061367 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -5061418.500000 Penalty: 12392.365234
	Iteration 18Q: 3 clusters Score -5061418 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -5061451.500000 Penalty: 12392.365234
	Iteration 19Q: 3 clusters Score -5061452 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -5061484.500000 Penalty: 12392.365234
	Iteration 20F: 3 clusters Score -5061484 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -5061488.500000 Penalty: 12392.365234
	Iteration 21Q: 3 clusters Score -5061488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -5061496.500000 Penalty: 12392.365234
	Iteration 22Q: 3 clusters Score -5061496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -5061505.000000 Penalty: 12392.365234
	Iteration 23Q: 3 clusters Score -5061505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -5061512.000000 Penalty: 12392.365234
	Iteration 24Q: 3 clusters Score -5061512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -5061530.500000 Penalty: 12392.365234
	Iteration 25Q: 3 clusters Score -5061530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5061547.500000 Penalty: 12392.365234
	Iteration 26Q: 3 clusters Score -5061548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -5061538.000000 Penalty: 12392.365234
	Iteration 27Q: 3 clusters Score -5061538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -5061547.500000 Penalty: 12392.365234
	Iteration 28Q: 3 clusters Score -5061548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -5061544.000000 Penalty: 12392.365234
	Iteration 29Q: 3 clusters Score -5061544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -5061543.500000 Penalty: 12392.365234
	Iteration 30Q: 3 clusters Score -5061544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -5061546.500000 Penalty: 12392.365234
	Iteration 31Q: 3 clusters Score -5061546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -5061551.000000 Penalty: 12392.365234
	Iteration 32Q: 3 clusters Score -5061551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -5061550.500000 Penalty: 12392.365234
	Iteration 33Q: 3 clusters Score -5061550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -5061548.500000 Penalty: 12392.365234
	Iteration 34Q: 3 clusters Score -5061548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -5061548.000000 Penalty: 12392.365234
	Iteration 35Q: 3 clusters Score -5061548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5061550.500000 Penalty: 12392.365234
	Iteration 36Q: 3 clusters Score -5061550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -5061556.000000 Penalty: 12392.365234
	Iteration 37Q: 3 clusters Score -5061556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -5061551.000000 Penalty: 12392.365234
	Iteration 38Q: 3 clusters Score -5061551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -5061563.000000 Penalty: 12392.365234
	Iteration 39Q: 3 clusters Score -5061563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -5061556.000000 Penalty: 12392.365234
	Iteration 40F: 3 clusters Score -5061556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -5061558.500000 Penalty: 12392.365234
	Iteration 41Q: 3 clusters Score -5061558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -5061564.000000 Penalty: 12392.365234
	Iteration 42Q: 3 clusters Score -5061564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -5061565.500000 Penalty: 12392.365234
	Iteration 43Q: 3 clusters Score -5061566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -5061566.500000 Penalty: 12392.365234
	Iteration 44Q: 3 clusters Score -5061566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -5061569.000000 Penalty: 12392.365234
	Iteration 45Q: 3 clusters Score -5061569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5061575.500000 Penalty: 12392.365234
	Iteration 46Q: 3 clusters Score -5061576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -5061574.000000 Penalty: 12392.365234
	Iteration 47Q: 3 clusters Score -5061574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5061581.500000 Penalty: 12392.365234
	Iteration 48Q: 3 clusters Score -5061582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -5061584.000000 Penalty: 12392.365234
	Iteration 49Q: 3 clusters Score -5061584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5061592.000000 Penalty: 12392.365234
	Iteration 50Q: 3 clusters Score -5061592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5061582.500000 Penalty: 12392.365234
	Iteration 51Q: 3 clusters Score -5061582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -5061597.000000 Penalty: 12392.365234
	Iteration 52Q: 3 clusters Score -5061597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -5061595.000000 Penalty: 12392.365234
	Iteration 53Q: 3 clusters Score -5061595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5061594.500000 Penalty: 12392.365234
	Iteration 54Q: 3 clusters Score -5061594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -5061590.500000 Penalty: 12392.365234
	Iteration 55Q: 3 clusters Score -5061590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -5061604.000000 Penalty: 12392.365234
	Iteration 56Q: 3 clusters Score -5061604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -5061602.500000 Penalty: 12392.365234
	Iteration 57Q: 3 clusters Score -5061602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -5061612.500000 Penalty: 12392.365234
	Iteration 58Q: 3 clusters Score -5061612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -5061606.500000 Penalty: 12392.365234
	Iteration 59Q: 3 clusters Score -5061606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -5061617.000000 Penalty: 12392.365234
	Iteration 60F: 3 clusters Score -5061617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -5061607.500000 Penalty: 12392.365234
	Iteration 61Q: 3 clusters Score -5061608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5061610.500000 Penalty: 12392.365234
	Iteration 62Q: 3 clusters Score -5061610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -5061604.500000 Penalty: 12392.365234
	Iteration 63Q: 3 clusters Score -5061604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5061609.000000 Penalty: 12392.365234
	Iteration 64Q: 3 clusters Score -5061609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -5061617.500000 Penalty: 12392.365234
	Iteration 65Q: 3 clusters Score -5061618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5061611.500000 Penalty: 12392.365234
	Iteration 66Q: 3 clusters Score -5061612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5061608.500000 Penalty: 12392.365234
	Iteration 67Q: 3 clusters Score -5061608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -5061607.500000 Penalty: 12392.365234
	Iteration 68Q: 3 clusters Score -5061608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -5061606.500000 Penalty: 12392.365234
	Iteration 69Q: 3 clusters Score -5061606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -5061605.000000 Penalty: 12392.365234
	Iteration 70Q: 3 clusters Score -5061605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5061606.000000 Penalty: 12392.365234
	Iteration 71Q: 3 clusters Score -5061606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -5061608.000000 Penalty: 12392.365234
	Iteration 72Q: 3 clusters Score -5061608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -5061608.000000 Penalty: 12392.365234
	Iteration 73F: 3 clusters Score -5061608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -120041.953125 Penalty: 3939.190430
	Iteration 0F: 2 clusters Score -120042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -116476.070312 Penalty: 7878.380859
	Iteration 0F: 3 clusters Score -116476.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -116693.656250 Penalty: 7878.380859
	Iteration 1F: 3 clusters Score -116693.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -116749.398438 Penalty: 7878.380859
	Iteration 2Q: 3 clusters Score -116749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -116759.328125 Penalty: 7878.380859
	Iteration 3Q: 3 clusters Score -116759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -116759.328125 Penalty: 7878.380859
	Iteration 4F: 3 clusters Score -116759.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Entering Unmasked Estep 
Score: -5215895.000000 Penalty: 6209.431641
	Iteration 0F: 2 clusters Score -5215895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5196148.500000 Penalty: 12418.863281
	Iteration 0F: 3 clusters Score -5196148 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -5201782.000000 Penalty: 12418.863281
	Iteration 1F: 3 clusters Score -5201782 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -5202483.000000 Penalty: 12418.863281
	Iteration 2F: 3 clusters Score -5202483 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -5202994.000000 Penalty: 12418.863281
	Iteration 3Q: 3 clusters Score -5202994 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -5203366.000000 Penalty: 12418.863281
	Iteration 4Q: 3 clusters Score -5203366 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -5203733.000000 Penalty: 12418.863281
	Iteration 5Q: 3 clusters Score -5203733 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -5204101.500000 Penalty: 12418.863281
	Iteration 6Q: 3 clusters Score -5204102 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -5204458.500000 Penalty: 12418.863281
	Iteration 7Q: 3 clusters Score -5204458 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -5204830.000000 Penalty: 12418.863281
	Iteration 8Q: 3 clusters Score -5204830 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -5205190.500000 Penalty: 12418.863281
	Iteration 9Q: 3 clusters Score -5205190 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -5205550.000000 Penalty: 12418.863281
	Iteration 10Q: 3 clusters Score -5205550 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -5205937.000000 Penalty: 12418.863281
	Iteration 11Q: 3 clusters Score -5205937 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -5206388.000000 Penalty: 12418.863281
	Iteration 12Q: 3 clusters Score -5206388 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -5206827.000000 Penalty: 12418.863281
	Iteration 13Q: 3 clusters Score -5206827 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5207193.500000 Penalty: 12418.863281
	Iteration 14Q: 3 clusters Score -5207194 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -5207584.500000 Penalty: 12418.863281
	Iteration 15Q: 3 clusters Score -5207584 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5207922.500000 Penalty: 12418.863281
	Iteration 16Q: 3 clusters Score -5207922 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -5208268.500000 Penalty: 12418.863281
	Iteration 17Q: 3 clusters Score -5208268 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5208581.000000 Penalty: 12418.863281
	Iteration 18Q: 3 clusters Score -5208581 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5208884.000000 Penalty: 12418.863281
	Iteration 19Q: 3 clusters Score -5208884 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5209183.500000 Penalty: 12418.863281
	Iteration 20F: 3 clusters Score -5209184 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5209410.500000 Penalty: 12418.863281
	Iteration 21Q: 3 clusters Score -5209410 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5209594.000000 Penalty: 12418.863281
	Iteration 22Q: 3 clusters Score -5209594 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5209766.000000 Penalty: 12418.863281
	Iteration 23Q: 3 clusters Score -5209766 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5209889.500000 Penalty: 12418.863281
	Iteration 24Q: 3 clusters Score -5209890 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5209992.000000 Penalty: 12418.863281
	Iteration 25Q: 3 clusters Score -5209992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5210079.000000 Penalty: 12418.863281
	Iteration 26Q: 3 clusters Score -5210079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5210148.500000 Penalty: 12418.863281
	Iteration 27Q: 3 clusters Score -5210148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5210179.000000 Penalty: 12418.863281
	Iteration 28Q: 3 clusters Score -5210179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5210214.500000 Penalty: 12418.863281
	Iteration 29Q: 3 clusters Score -5210214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5210252.000000 Penalty: 12418.863281
	Iteration 30Q: 3 clusters Score -5210252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5210284.500000 Penalty: 12418.863281
	Iteration 31Q: 3 clusters Score -5210284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5210302.500000 Penalty: 12418.863281
	Iteration 32Q: 3 clusters Score -5210302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5210316.000000 Penalty: 12418.863281
	Iteration 33Q: 3 clusters Score -5210316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5210340.000000 Penalty: 12418.863281
	Iteration 34Q: 3 clusters Score -5210340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5210349.500000 Penalty: 12418.863281
	Iteration 35Q: 3 clusters Score -5210350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5210359.000000 Penalty: 12418.863281
	Iteration 36Q: 3 clusters Score -5210359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5210354.500000 Penalty: 12418.863281
	Iteration 37Q: 3 clusters Score -5210354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5210369.000000 Penalty: 12418.863281
	Iteration 38Q: 3 clusters Score -5210369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5210374.500000 Penalty: 12418.863281
	Iteration 39Q: 3 clusters Score -5210374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5210373.000000 Penalty: 12418.863281
	Iteration 40F: 3 clusters Score -5210373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5210381.000000 Penalty: 12418.863281
	Iteration 41Q: 3 clusters Score -5210381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5210380.500000 Penalty: 12418.863281
	Iteration 42Q: 3 clusters Score -5210380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5210389.500000 Penalty: 12418.863281
	Iteration 43Q: 3 clusters Score -5210390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5210393.000000 Penalty: 12418.863281
	Iteration 44Q: 3 clusters Score -5210393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5210398.500000 Penalty: 12418.863281
	Iteration 45Q: 3 clusters Score -5210398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5210400.000000 Penalty: 12418.863281
	Iteration 46Q: 3 clusters Score -5210400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5210397.500000 Penalty: 12418.863281
	Iteration 47Q: 3 clusters Score -5210398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5210407.000000 Penalty: 12418.863281
	Iteration 48Q: 3 clusters Score -5210407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5210414.000000 Penalty: 12418.863281
	Iteration 49Q: 3 clusters Score -5210414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5210425.500000 Penalty: 12418.863281
	Iteration 50Q: 3 clusters Score -5210426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5210429.000000 Penalty: 12418.863281
	Iteration 51Q: 3 clusters Score -5210429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5210438.000000 Penalty: 12418.863281
	Iteration 52Q: 3 clusters Score -5210438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5210432.000000 Penalty: 12418.863281
	Iteration 53Q: 3 clusters Score -5210432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5210438.500000 Penalty: 12418.863281
	Iteration 54Q: 3 clusters Score -5210438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5210440.500000 Penalty: 12418.863281
	Iteration 55Q: 3 clusters Score -5210440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5210443.000000 Penalty: 12418.863281
	Iteration 56Q: 3 clusters Score -5210443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5210450.500000 Penalty: 12418.863281
	Iteration 57Q: 3 clusters Score -5210450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5210457.500000 Penalty: 12418.863281
	Iteration 58Q: 3 clusters Score -5210458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5210460.500000 Penalty: 12418.863281
	Iteration 59Q: 3 clusters Score -5210460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5210463.500000 Penalty: 12418.863281
	Iteration 60F: 3 clusters Score -5210464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5210460.000000 Penalty: 12418.863281
	Iteration 61Q: 3 clusters Score -5210460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5210467.500000 Penalty: 12418.863281
	Iteration 62Q: 3 clusters Score -5210468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5210471.500000 Penalty: 12418.863281
	Iteration 63Q: 3 clusters Score -5210472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5210476.500000 Penalty: 12418.863281
	Iteration 64Q: 3 clusters Score -5210476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5210478.000000 Penalty: 12418.863281
	Iteration 65Q: 3 clusters Score -5210478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5210483.500000 Penalty: 12418.863281
	Iteration 66Q: 3 clusters Score -5210484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5210484.500000 Penalty: 12418.863281
	Iteration 67Q: 3 clusters Score -5210484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5210482.000000 Penalty: 12418.863281
	Iteration 68Q: 3 clusters Score -5210482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5210482.500000 Penalty: 12418.863281
	Iteration 69Q: 3 clusters Score -5210482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5210489.500000 Penalty: 12418.863281
	Iteration 70Q: 3 clusters Score -5210490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5210490.500000 Penalty: 12418.863281
	Iteration 71Q: 3 clusters Score -5210490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5210492.000000 Penalty: 12418.863281
	Iteration 72Q: 3 clusters Score -5210492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5210489.500000 Penalty: 12418.863281
	Iteration 73Q: 3 clusters Score -5210490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5210490.000000 Penalty: 12418.863281
	Iteration 74Q: 3 clusters Score -5210490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5210494.000000 Penalty: 12418.863281
	Iteration 75Q: 3 clusters Score -5210494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5210494.500000 Penalty: 12418.863281
	Iteration 76Q: 3 clusters Score -5210494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5210494.500000 Penalty: 12418.863281
	Iteration 77F: 3 clusters Score -5210494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Entering Unmasked Estep 
Score: -2412073.500000 Penalty: 5763.832031
	Iteration 0F: 2 clusters Score -2412074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2400478.250000 Penalty: 11527.664062
	Iteration 0F: 3 clusters Score -2400478 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2403191.000000 Penalty: 11527.664062
	Iteration 1F: 3 clusters Score -2403191 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2403842.250000 Penalty: 11527.664062
	Iteration 2F: 3 clusters Score -2403842 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2404317.000000 Penalty: 11527.664062
	Iteration 3F: 3 clusters Score -2404317 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2404680.500000 Penalty: 11527.664062
	Iteration 4Q: 3 clusters Score -2404680 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2405043.250000 Penalty: 11527.664062
	Iteration 5Q: 3 clusters Score -2405043 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2405408.250000 Penalty: 11527.664062
	Iteration 6Q: 3 clusters Score -2405408 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2405803.000000 Penalty: 11527.664062
	Iteration 7Q: 3 clusters Score -2405803 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2406179.750000 Penalty: 11527.664062
	Iteration 8Q: 3 clusters Score -2406180 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2406532.250000 Penalty: 11527.664062
	Iteration 9Q: 3 clusters Score -2406532 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2406825.500000 Penalty: 11527.664062
	Iteration 10Q: 3 clusters Score -2406826 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2407067.500000 Penalty: 11527.664062
	Iteration 11Q: 3 clusters Score -2407068 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2407233.000000 Penalty: 11527.664062
	Iteration 12Q: 3 clusters Score -2407233 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2407346.500000 Penalty: 11527.664062
	Iteration 13Q: 3 clusters Score -2407346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2407447.000000 Penalty: 11527.664062
	Iteration 14Q: 3 clusters Score -2407447 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2407511.250000 Penalty: 11527.664062
	Iteration 15Q: 3 clusters Score -2407511 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2407568.750000 Penalty: 11527.664062
	Iteration 16Q: 3 clusters Score -2407569 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2407592.000000 Penalty: 11527.664062
	Iteration 17Q: 3 clusters Score -2407592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2407632.250000 Penalty: 11527.664062
	Iteration 18Q: 3 clusters Score -2407632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2407653.500000 Penalty: 11527.664062
	Iteration 19Q: 3 clusters Score -2407654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2407671.000000 Penalty: 11527.664062
	Iteration 20F: 3 clusters Score -2407671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2407680.750000 Penalty: 11527.664062
	Iteration 21Q: 3 clusters Score -2407681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2407691.250000 Penalty: 11527.664062
	Iteration 22Q: 3 clusters Score -2407691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2407699.000000 Penalty: 11527.664062
	Iteration 23Q: 3 clusters Score -2407699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2407704.250000 Penalty: 11527.664062
	Iteration 24Q: 3 clusters Score -2407704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2407711.250000 Penalty: 11527.664062
	Iteration 25Q: 3 clusters Score -2407711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2407718.250000 Penalty: 11527.664062
	Iteration 26Q: 3 clusters Score -2407718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2407721.500000 Penalty: 11527.664062
	Iteration 27Q: 3 clusters Score -2407722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2407729.250000 Penalty: 11527.664062
	Iteration 28Q: 3 clusters Score -2407729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2407735.250000 Penalty: 11527.664062
	Iteration 29Q: 3 clusters Score -2407735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2407737.750000 Penalty: 11527.664062
	Iteration 30Q: 3 clusters Score -2407738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2407743.000000 Penalty: 11527.664062
	Iteration 31Q: 3 clusters Score -2407743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2407736.000000 Penalty: 11527.664062
	Iteration 32Q: 3 clusters Score -2407736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2407743.000000 Penalty: 11527.664062
	Iteration 33Q: 3 clusters Score -2407743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2407748.250000 Penalty: 11527.664062
	Iteration 34Q: 3 clusters Score -2407748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2407748.750000 Penalty: 11527.664062
	Iteration 35Q: 3 clusters Score -2407749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2407750.750000 Penalty: 11527.664062
	Iteration 36Q: 3 clusters Score -2407751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2407750.750000 Penalty: 11527.664062
	Iteration 37F: 3 clusters Score -2407751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -1296057.875000 Penalty: 5355.706055
	Iteration 0F: 2 clusters Score -1296058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1288121.250000 Penalty: 10711.412109
	Iteration 0F: 3 clusters Score -1288121 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1289419.500000 Penalty: 10711.412109
	Iteration 1F: 3 clusters Score -1289420 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1289788.125000 Penalty: 10711.412109
	Iteration 2F: 3 clusters Score -1289788 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1289971.750000 Penalty: 10711.412109
	Iteration 3Q: 3 clusters Score -1289972 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1290089.000000 Penalty: 10711.412109
	Iteration 4Q: 3 clusters Score -1290089 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1290173.375000 Penalty: 10711.412109
	Iteration 5Q: 3 clusters Score -1290173 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1290241.875000 Penalty: 10711.412109
	Iteration 6Q: 3 clusters Score -1290242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1290297.875000 Penalty: 10711.412109
	Iteration 7Q: 3 clusters Score -1290298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1290340.375000 Penalty: 10711.412109
	Iteration 8Q: 3 clusters Score -1290340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1290367.500000 Penalty: 10711.412109
	Iteration 9Q: 3 clusters Score -1290368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1290395.375000 Penalty: 10711.412109
	Iteration 10Q: 3 clusters Score -1290395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1290413.125000 Penalty: 10711.412109
	Iteration 11Q: 3 clusters Score -1290413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1290433.000000 Penalty: 10711.412109
	Iteration 12Q: 3 clusters Score -1290433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1290450.500000 Penalty: 10711.412109
	Iteration 13Q: 3 clusters Score -1290450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1290464.000000 Penalty: 10711.412109
	Iteration 14Q: 3 clusters Score -1290464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1290477.250000 Penalty: 10711.412109
	Iteration 15Q: 3 clusters Score -1290477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1290483.750000 Penalty: 10711.412109
	Iteration 16Q: 3 clusters Score -1290484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1290486.375000 Penalty: 10711.412109
	Iteration 17Q: 3 clusters Score -1290486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1290490.125000 Penalty: 10711.412109
	Iteration 18Q: 3 clusters Score -1290490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1290497.625000 Penalty: 10711.412109
	Iteration 19Q: 3 clusters Score -1290498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1290497.375000 Penalty: 10711.412109
	Iteration 20F: 3 clusters Score -1290497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1290498.875000 Penalty: 10711.412109
	Iteration 21Q: 3 clusters Score -1290499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1290501.250000 Penalty: 10711.412109
	Iteration 22Q: 3 clusters Score -1290501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1290507.375000 Penalty: 10711.412109
	Iteration 23Q: 3 clusters Score -1290507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1290510.250000 Penalty: 10711.412109
	Iteration 24Q: 3 clusters Score -1290510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1290509.125000 Penalty: 10711.412109
	Iteration 25Q: 3 clusters Score -1290509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1290512.125000 Penalty: 10711.412109
	Iteration 26Q: 3 clusters Score -1290512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1290512.125000 Penalty: 10711.412109
	Iteration 27F: 3 clusters Score -1290512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Entering Unmasked Estep 
Score: -15726756.000000 Penalty: 6883.123047
	Iteration 0F: 2 clusters Score -1.572676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -15674107.000000 Penalty: 13766.246094
	Iteration 0F: 3 clusters Score -1.567411e+07 nChanged 34113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -15692727.000000 Penalty: 13766.246094
	Iteration 1F: 3 clusters Score -1.569273e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -15693836.000000 Penalty: 13766.246094
	Iteration 2Q: 3 clusters Score -1.569384e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -15695122.000000 Penalty: 13766.246094
	Iteration 3Q: 3 clusters Score -1.569512e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -15696611.000000 Penalty: 13766.246094
	Iteration 4Q: 3 clusters Score -1.569661e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -15698624.000000 Penalty: 13766.246094
	Iteration 5Q: 3 clusters Score -1.569862e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -15701239.000000 Penalty: 13766.246094
	Iteration 6F: 3 clusters Score -1.570124e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -15704708.000000 Penalty: 13766.246094
	Iteration 7F: 3 clusters Score -1.570471e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -15708559.000000 Penalty: 13766.246094
	Iteration 8F: 3 clusters Score -1.570856e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -15712717.000000 Penalty: 13766.246094
	Iteration 9F: 3 clusters Score -1.571272e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -15716389.000000 Penalty: 13766.246094
	Iteration 10F: 3 clusters Score -1.571639e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -15719325.000000 Penalty: 13766.246094
	Iteration 11Q: 3 clusters Score -1.571932e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -15721121.000000 Penalty: 13766.246094
	Iteration 12Q: 3 clusters Score -1.572112e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -15721817.000000 Penalty: 13766.246094
	Iteration 13Q: 3 clusters Score -1.572182e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -15722256.000000 Penalty: 13766.246094
	Iteration 14Q: 3 clusters Score -1.572226e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -15722392.000000 Penalty: 13766.246094
	Iteration 15Q: 3 clusters Score -1.572239e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -15722490.000000 Penalty: 13766.246094
	Iteration 16Q: 3 clusters Score -1.572249e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -15722538.000000 Penalty: 13766.246094
	Iteration 17Q: 3 clusters Score -1.572254e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -15722592.000000 Penalty: 13766.246094
	Iteration 18Q: 3 clusters Score -1.572259e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -15722617.000000 Penalty: 13766.246094
	Iteration 19Q: 3 clusters Score -1.572262e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -15722657.000000 Penalty: 13766.246094
	Iteration 20F: 3 clusters Score -1.572266e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -15722723.000000 Penalty: 13766.246094
	Iteration 21Q: 3 clusters Score -1.572272e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -15722719.000000 Penalty: 13766.246094
	Iteration 22Q: 3 clusters Score -1.572272e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -15722737.000000 Penalty: 13766.246094
	Iteration 23Q: 3 clusters Score -1.572274e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -15722731.000000 Penalty: 13766.246094
	Iteration 24Q: 3 clusters Score -1.572273e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -15722748.000000 Penalty: 13766.246094
	Iteration 25Q: 3 clusters Score -1.572275e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -15722747.000000 Penalty: 13766.246094
	Iteration 26Q: 3 clusters Score -1.572275e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -15722753.000000 Penalty: 13766.246094
	Iteration 27Q: 3 clusters Score -1.572275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -15722771.000000 Penalty: 13766.246094
	Iteration 28Q: 3 clusters Score -1.572277e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -15722790.000000 Penalty: 13766.246094
	Iteration 29Q: 3 clusters Score -1.572279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -15722761.000000 Penalty: 13766.246094
	Iteration 30Q: 3 clusters Score -1.572276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -15722775.000000 Penalty: 13766.246094
	Iteration 31Q: 3 clusters Score -1.572278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -15722763.000000 Penalty: 13766.246094
	Iteration 32Q: 3 clusters Score -1.572276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -15722778.000000 Penalty: 13766.246094
	Iteration 33Q: 3 clusters Score -1.572278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -15722779.000000 Penalty: 13766.246094
	Iteration 34Q: 3 clusters Score -1.572278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -15722786.000000 Penalty: 13766.246094
	Iteration 35Q: 3 clusters Score -1.572279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -15722773.000000 Penalty: 13766.246094
	Iteration 36Q: 3 clusters Score -1.572277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -15722766.000000 Penalty: 13766.246094
	Iteration 37Q: 3 clusters Score -1.572277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -15722775.000000 Penalty: 13766.246094
	Iteration 38Q: 3 clusters Score -1.572278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -15722774.000000 Penalty: 13766.246094
	Iteration 39Q: 3 clusters Score -1.572277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -15722787.000000 Penalty: 13766.246094
	Iteration 40F: 3 clusters Score -1.572279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -15722813.000000 Penalty: 13766.246094
	Iteration 41Q: 3 clusters Score -1.572281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -15722801.000000 Penalty: 13766.246094
	Iteration 42Q: 3 clusters Score -1.57228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -15722807.000000 Penalty: 13766.246094
	Iteration 43Q: 3 clusters Score -1.572281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -15722799.000000 Penalty: 13766.246094
	Iteration 44Q: 3 clusters Score -1.57228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -15722800.000000 Penalty: 13766.246094
	Iteration 45Q: 3 clusters Score -1.57228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -15722794.000000 Penalty: 13766.246094
	Iteration 46Q: 3 clusters Score -1.572279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -15722792.000000 Penalty: 13766.246094
	Iteration 47Q: 3 clusters Score -1.572279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -15722786.000000 Penalty: 13766.246094
	Iteration 48Q: 3 clusters Score -1.572279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -15722790.000000 Penalty: 13766.246094
	Iteration 49Q: 3 clusters Score -1.572279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -15722793.000000 Penalty: 13766.246094
	Iteration 50Q: 3 clusters Score -1.572279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -15722793.000000 Penalty: 13766.246094
	Iteration 51F: 3 clusters Score -1.572279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33811 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37649 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25122 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436632.000000 Penalty: 175162.671875
Iteration 159Q: 23 clusters Score -8.943663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33811 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37649 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25123 members 
Mstep: Class 17 contains 24740 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436616.000000 Penalty: 175162.671875
Iteration 160F: 23 clusters Score -8.943662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33812 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37649 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25125 members 
Mstep: Class 17 contains 24737 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436616.000000 Penalty: 175162.671875
Iteration 161Q: 23 clusters Score -8.943662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33812 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37649 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25126 members 
Mstep: Class 17 contains 24736 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436616.000000 Penalty: 175162.671875
Iteration 162Q: 23 clusters Score -8.943662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33813 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37650 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25125 members 
Mstep: Class 17 contains 24735 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436600.000000 Penalty: 175162.671875
Iteration 163Q: 23 clusters Score -8.94366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33813 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37651 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25124 members 
Mstep: Class 17 contains 24735 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436608.000000 Penalty: 175162.671875
Iteration 164Q: 23 clusters Score -8.943661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33813 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37651 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25124 members 
Mstep: Class 17 contains 24734 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436592.000000 Penalty: 175162.671875
Iteration 165Q: 23 clusters Score -8.943659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33813 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37652 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25122 members 
Mstep: Class 17 contains 24734 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436600.000000 Penalty: 175162.671875
Iteration 166Q: 23 clusters Score -8.94366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37654 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25118 members 
Mstep: Class 17 contains 24734 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436584.000000 Penalty: 175162.671875
Iteration 167Q: 23 clusters Score -8.943658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37656 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25115 members 
Mstep: Class 17 contains 24734 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436592.000000 Penalty: 175162.671875
Iteration 168Q: 23 clusters Score -8.943659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37660 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25112 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436632.000000 Penalty: 175162.671875
Iteration 169Q: 23 clusters Score -8.943663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33813 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37663 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25106 members 
Mstep: Class 17 contains 24734 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436632.000000 Penalty: 175162.671875
Iteration 170Q: 23 clusters Score -8.943663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33815 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37665 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25101 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436576.000000 Penalty: 175162.671875
Iteration 171Q: 23 clusters Score -8.943658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37666 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25098 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436560.000000 Penalty: 175162.671875
Iteration 172Q: 23 clusters Score -8.943656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33815 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37667 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25095 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436584.000000 Penalty: 175162.671875
Iteration 173Q: 23 clusters Score -8.943658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33815 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37670 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25092 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436632.000000 Penalty: 175162.671875
Iteration 174Q: 23 clusters Score -8.943663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37674 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25089 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436584.000000 Penalty: 175162.671875
Iteration 175Q: 23 clusters Score -8.943658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37675 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25088 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436608.000000 Penalty: 175162.671875
Iteration 176Q: 23 clusters Score -8.943661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37675 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25088 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89436608.000000 Penalty: 175162.671875
Iteration 177F: 23 clusters Score -8.943661e+07 nChanged 0
Entering ConstructFrom: 
Score: -89436608.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -128736.531250 Penalty: 4018.631348
	Iteration 0F: 2 clusters Score -128736.5 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 334 members 
Entering Unmasked Estep 
Score: -125317.562500 Penalty: 8037.262695
	Iteration 0F: 3 clusters Score -125317.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -126046.351562 Penalty: 8037.262695
	Iteration 1F: 3 clusters Score -126046.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -126816.226562 Penalty: 8037.262695
	Iteration 2F: 3 clusters Score -126816.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -127407.828125 Penalty: 8037.262695
	Iteration 3F: 3 clusters Score -127407.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -127825.398438 Penalty: 8037.262695
	Iteration 4Q: 3 clusters Score -127825.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -128079.867188 Penalty: 8037.262695
	Iteration 5Q: 3 clusters Score -128079.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -128221.093750 Penalty: 8037.262695
	Iteration 6Q: 3 clusters Score -128221.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -128332.890625 Penalty: 8037.262695
	Iteration 7Q: 3 clusters Score -128332.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -128463.570312 Penalty: 8037.262695
	Iteration 8Q: 3 clusters Score -128463.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -128546.281250 Penalty: 8037.262695
	Iteration 9Q: 3 clusters Score -128546.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -128628.734375 Penalty: 8037.262695
	Iteration 10Q: 3 clusters Score -128628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -128699.992188 Penalty: 8037.262695
	Iteration 11Q: 3 clusters Score -128700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -128819.109375 Penalty: 8037.262695
	Iteration 12Q: 3 clusters Score -128819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -128912.531250 Penalty: 8037.262695
	Iteration 13Q: 3 clusters Score -128912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -128946.312500 Penalty: 8037.262695
	Iteration 14Q: 3 clusters Score -128946.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -128951.328125 Penalty: 8037.262695
	Iteration 15Q: 3 clusters Score -128951.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -128951.328125 Penalty: 8037.262695
	Iteration 16F: 3 clusters Score -128951.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37675 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25088 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75954 members 
Mstep: Class 23 contains 339 members 
Entering Unmasked Estep 
Score: -89432832.000000 Penalty: 183124.609375
Splitting cluster 1 changes total score from -89436608.000000 to -89432832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (87581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Entering Unmasked Estep 
Score: -18002206.000000 Penalty: 6970.445801
	Iteration 0F: 2 clusters Score -1.800221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -17942174.000000 Penalty: 13940.891602
	Iteration 0F: 3 clusters Score -1.794217e+07 nChanged 39888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -17963934.000000 Penalty: 13940.891602
	Iteration 1F: 3 clusters Score -1.796393e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -17964860.000000 Penalty: 13940.891602
	Iteration 2Q: 3 clusters Score -1.796486e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -17965748.000000 Penalty: 13940.891602
	Iteration 3Q: 3 clusters Score -1.796575e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -17966494.000000 Penalty: 13940.891602
	Iteration 4Q: 3 clusters Score -1.796649e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -17967328.000000 Penalty: 13940.891602
	Iteration 5Q: 3 clusters Score -1.796733e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -17968130.000000 Penalty: 13940.891602
	Iteration 6Q: 3 clusters Score -1.796813e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -17968836.000000 Penalty: 13940.891602
	Iteration 7Q: 3 clusters Score -1.796884e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -17969858.000000 Penalty: 13940.891602
	Iteration 8Q: 3 clusters Score -1.796986e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -17971098.000000 Penalty: 13940.891602
	Iteration 9Q: 3 clusters Score -1.79711e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -17973010.000000 Penalty: 13940.891602
	Iteration 10Q: 3 clusters Score -1.797301e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -17975484.000000 Penalty: 13940.891602
	Iteration 11Q: 3 clusters Score -1.797548e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -17978522.000000 Penalty: 13940.891602
	Iteration 12F: 3 clusters Score -1.797852e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -17982234.000000 Penalty: 13940.891602
	Iteration 13F: 3 clusters Score -1.798223e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -17985890.000000 Penalty: 13940.891602
	Iteration 14F: 3 clusters Score -1.798589e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -17989134.000000 Penalty: 13940.891602
	Iteration 15Q: 3 clusters Score -1.798913e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -17991504.000000 Penalty: 13940.891602
	Iteration 16Q: 3 clusters Score -1.79915e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -17993182.000000 Penalty: 13940.891602
	Iteration 17Q: 3 clusters Score -1.799318e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -17994230.000000 Penalty: 13940.891602
	Iteration 18Q: 3 clusters Score -1.799423e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17994862.000000 Penalty: 13940.891602
	Iteration 19Q: 3 clusters Score -1.799486e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -17995228.000000 Penalty: 13940.891602
	Iteration 20F: 3 clusters Score -1.799523e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -17995466.000000 Penalty: 13940.891602
	Iteration 21Q: 3 clusters Score -1.799547e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -17995612.000000 Penalty: 13940.891602
	Iteration 22Q: 3 clusters Score -1.799561e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -17995750.000000 Penalty: 13940.891602
	Iteration 23Q: 3 clusters Score -1.799575e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -17995810.000000 Penalty: 13940.891602
	Iteration 24Q: 3 clusters Score -1.799581e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -17995868.000000 Penalty: 13940.891602
	Iteration 25Q: 3 clusters Score -1.799587e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17995872.000000 Penalty: 13940.891602
	Iteration 26Q: 3 clusters Score -1.799587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -17995930.000000 Penalty: 13940.891602
	Iteration 27Q: 3 clusters Score -1.799593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -17995950.000000 Penalty: 13940.891602
	Iteration 28Q: 3 clusters Score -1.799595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -17995974.000000 Penalty: 13940.891602
	Iteration 29Q: 3 clusters Score -1.799597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17995976.000000 Penalty: 13940.891602
	Iteration 30Q: 3 clusters Score -1.799598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17996002.000000 Penalty: 13940.891602
	Iteration 31Q: 3 clusters Score -1.7996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -17996008.000000 Penalty: 13940.891602
	Iteration 32Q: 3 clusters Score -1.799601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -17996012.000000 Penalty: 13940.891602
	Iteration 33Q: 3 clusters Score -1.799601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -17996012.000000 Penalty: 13940.891602
	Iteration 34F: 3 clusters Score -1.799601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -228444.093750 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -228444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -224155.250000 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -224155.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -225007.984375 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -225008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -225830.031250 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -225830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -226439.718750 Penalty: 8772.036133
	Iteration 3F: 3 clusters Score -226439.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -226937.531250 Penalty: 8772.036133
	Iteration 4F: 3 clusters Score -226937.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -227469.015625 Penalty: 8772.036133
	Iteration 5Q: 3 clusters Score -227469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -227698.359375 Penalty: 8772.036133
	Iteration 6Q: 3 clusters Score -227698.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -227875.859375 Penalty: 8772.036133
	Iteration 7Q: 3 clusters Score -227875.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -228180.718750 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -228180.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -228689.203125 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -228689.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -229331.562500 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -229331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -229431.703125 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -229431.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -229442.750000 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -229442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -229442.750000 Penalty: 8772.036133
	Iteration 13F: 3 clusters Score -229442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37675 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25088 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75954 members 
Mstep: Class 23 contains 539 members 
Entering Unmasked Estep 
Score: -89434072.000000 Penalty: 183124.609375
Splitting cluster 3 changes total score from -89436608.000000 to -89434072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Entering Unmasked Estep 
Score: -4583757.000000 Penalty: 6130.385742
	Iteration 0F: 2 clusters Score -4583757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -4565653.000000 Penalty: 12260.771484
	Iteration 0F: 3 clusters Score -4565653 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4570714.500000 Penalty: 12260.771484
	Iteration 1F: 3 clusters Score -4570714 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4571535.000000 Penalty: 12260.771484
	Iteration 2F: 3 clusters Score -4571535 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -4572193.000000 Penalty: 12260.771484
	Iteration 3F: 3 clusters Score -4572193 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4572718.500000 Penalty: 12260.771484
	Iteration 4Q: 3 clusters Score -4572718 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -4573121.500000 Penalty: 12260.771484
	Iteration 5Q: 3 clusters Score -4573122 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -4573521.500000 Penalty: 12260.771484
	Iteration 6Q: 3 clusters Score -4573522 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -4573896.000000 Penalty: 12260.771484
	Iteration 7Q: 3 clusters Score -4573896 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4574324.000000 Penalty: 12260.771484
	Iteration 8Q: 3 clusters Score -4574324 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -4574714.000000 Penalty: 12260.771484
	Iteration 9Q: 3 clusters Score -4574714 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4575159.500000 Penalty: 12260.771484
	Iteration 10Q: 3 clusters Score -4575160 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -4575658.000000 Penalty: 12260.771484
	Iteration 11Q: 3 clusters Score -4575658 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -4576161.500000 Penalty: 12260.771484
	Iteration 12Q: 3 clusters Score -4576162 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4576650.000000 Penalty: 12260.771484
	Iteration 13Q: 3 clusters Score -4576650 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4577078.500000 Penalty: 12260.771484
	Iteration 14Q: 3 clusters Score -4577078 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -4577439.000000 Penalty: 12260.771484
	Iteration 15Q: 3 clusters Score -4577439 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -4577788.000000 Penalty: 12260.771484
	Iteration 16Q: 3 clusters Score -4577788 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -4577991.500000 Penalty: 12260.771484
	Iteration 17Q: 3 clusters Score -4577992 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4578136.000000 Penalty: 12260.771484
	Iteration 18Q: 3 clusters Score -4578136 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4578199.500000 Penalty: 12260.771484
	Iteration 19Q: 3 clusters Score -4578200 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4578278.000000 Penalty: 12260.771484
	Iteration 20F: 3 clusters Score -4578278 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4578316.000000 Penalty: 12260.771484
	Iteration 21Q: 3 clusters Score -4578316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -4578366.000000 Penalty: 12260.771484
	Iteration 22Q: 3 clusters Score -4578366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -4578403.500000 Penalty: 12260.771484
	Iteration 23Q: 3 clusters Score -4578404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -4578434.000000 Penalty: 12260.771484
	Iteration 24Q: 3 clusters Score -4578434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4578460.500000 Penalty: 12260.771484
	Iteration 25Q: 3 clusters Score -4578460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -4578469.500000 Penalty: 12260.771484
	Iteration 26Q: 3 clusters Score -4578470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4578478.000000 Penalty: 12260.771484
	Iteration 27Q: 3 clusters Score -4578478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4578491.000000 Penalty: 12260.771484
	Iteration 28Q: 3 clusters Score -4578491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -4578493.500000 Penalty: 12260.771484
	Iteration 29Q: 3 clusters Score -4578494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4578500.000000 Penalty: 12260.771484
	Iteration 30Q: 3 clusters Score -4578500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -4578510.000000 Penalty: 12260.771484
	Iteration 31Q: 3 clusters Score -4578510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -4578518.500000 Penalty: 12260.771484
	Iteration 32Q: 3 clusters Score -4578518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4578513.500000 Penalty: 12260.771484
	Iteration 33Q: 3 clusters Score -4578514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4578508.000000 Penalty: 12260.771484
	Iteration 34Q: 3 clusters Score -4578508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4578515.000000 Penalty: 12260.771484
	Iteration 35Q: 3 clusters Score -4578515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4578511.500000 Penalty: 12260.771484
	Iteration 36Q: 3 clusters Score -4578512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -4578516.500000 Penalty: 12260.771484
	Iteration 37Q: 3 clusters Score -4578516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4578512.000000 Penalty: 12260.771484
	Iteration 38Q: 3 clusters Score -4578512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -4578528.000000 Penalty: 12260.771484
	Iteration 39Q: 3 clusters Score -4578528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -4578525.000000 Penalty: 12260.771484
	Iteration 40F: 3 clusters Score -4578525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4578530.000000 Penalty: 12260.771484
	Iteration 41Q: 3 clusters Score -4578530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4578530.000000 Penalty: 12260.771484
	Iteration 42Q: 3 clusters Score -4578530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4578543.500000 Penalty: 12260.771484
	Iteration 43Q: 3 clusters Score -4578544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4578533.500000 Penalty: 12260.771484
	Iteration 44Q: 3 clusters Score -4578534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4578542.500000 Penalty: 12260.771484
	Iteration 45Q: 3 clusters Score -4578542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4578544.500000 Penalty: 12260.771484
	Iteration 46Q: 3 clusters Score -4578544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4578551.000000 Penalty: 12260.771484
	Iteration 47Q: 3 clusters Score -4578551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -4578550.500000 Penalty: 12260.771484
	Iteration 48Q: 3 clusters Score -4578550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -4578558.000000 Penalty: 12260.771484
	Iteration 49Q: 3 clusters Score -4578558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4578558.500000 Penalty: 12260.771484
	Iteration 50Q: 3 clusters Score -4578558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4578558.000000 Penalty: 12260.771484
	Iteration 51Q: 3 clusters Score -4578558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4578572.500000 Penalty: 12260.771484
	Iteration 52Q: 3 clusters Score -4578572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -4578574.000000 Penalty: 12260.771484
	Iteration 53Q: 3 clusters Score -4578574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -4578576.000000 Penalty: 12260.771484
	Iteration 54Q: 3 clusters Score -4578576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4578575.000000 Penalty: 12260.771484
	Iteration 55Q: 3 clusters Score -4578575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -4578578.500000 Penalty: 12260.771484
	Iteration 56Q: 3 clusters Score -4578578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -4578574.000000 Penalty: 12260.771484
	Iteration 57Q: 3 clusters Score -4578574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -4578578.500000 Penalty: 12260.771484
	Iteration 58Q: 3 clusters Score -4578578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4578578.500000 Penalty: 12260.771484
	Iteration 59Q: 3 clusters Score -4578578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4578582.500000 Penalty: 12260.771484
	Iteration 60F: 3 clusters Score -4578582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -4578585.000000 Penalty: 12260.771484
	Iteration 61Q: 3 clusters Score -4578585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4578589.500000 Penalty: 12260.771484
	Iteration 62Q: 3 clusters Score -4578590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -4578592.500000 Penalty: 12260.771484
	Iteration 63Q: 3 clusters Score -4578592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4578585.500000 Penalty: 12260.771484
	Iteration 64Q: 3 clusters Score -4578586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4578593.500000 Penalty: 12260.771484
	Iteration 65Q: 3 clusters Score -4578594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -4578586.500000 Penalty: 12260.771484
	Iteration 66Q: 3 clusters Score -4578586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -4578583.000000 Penalty: 12260.771484
	Iteration 67Q: 3 clusters Score -4578583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -4578588.500000 Penalty: 12260.771484
	Iteration 68Q: 3 clusters Score -4578588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4578582.500000 Penalty: 12260.771484
	Iteration 69Q: 3 clusters Score -4578582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4578586.500000 Penalty: 12260.771484
	Iteration 70Q: 3 clusters Score -4578586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -4578590.500000 Penalty: 12260.771484
	Iteration 71Q: 3 clusters Score -4578590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -4578589.000000 Penalty: 12260.771484
	Iteration 72Q: 3 clusters Score -4578589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4578592.000000 Penalty: 12260.771484
	Iteration 73Q: 3 clusters Score -4578592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4578592.000000 Penalty: 12260.771484
	Iteration 74F: 3 clusters Score -4578592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Entering Unmasked Estep 
Score: -6638781.500000 Penalty: 6387.535645
	Iteration 0F: 2 clusters Score -6638782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -6613569.500000 Penalty: 12775.071289
	Iteration 0F: 3 clusters Score -6613570 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -6621448.500000 Penalty: 12775.071289
	Iteration 1F: 3 clusters Score -6621448 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -6622788.500000 Penalty: 12775.071289
	Iteration 2F: 3 clusters Score -6622788 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -6624101.000000 Penalty: 12775.071289
	Iteration 3F: 3 clusters Score -6624101 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -6625557.500000 Penalty: 12775.071289
	Iteration 4F: 3 clusters Score -6625558 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -6626985.500000 Penalty: 12775.071289
	Iteration 5F: 3 clusters Score -6626986 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -6628498.500000 Penalty: 12775.071289
	Iteration 6F: 3 clusters Score -6628498 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -6629766.500000 Penalty: 12775.071289
	Iteration 7F: 3 clusters Score -6629766 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -6630747.000000 Penalty: 12775.071289
	Iteration 8Q: 3 clusters Score -6630747 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -6631426.500000 Penalty: 12775.071289
	Iteration 9Q: 3 clusters Score -6631426 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -6631882.500000 Penalty: 12775.071289
	Iteration 10Q: 3 clusters Score -6631882 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -6632237.000000 Penalty: 12775.071289
	Iteration 11Q: 3 clusters Score -6632237 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -6632536.000000 Penalty: 12775.071289
	Iteration 12Q: 3 clusters Score -6632536 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -6632716.000000 Penalty: 12775.071289
	Iteration 13Q: 3 clusters Score -6632716 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -6632840.500000 Penalty: 12775.071289
	Iteration 14Q: 3 clusters Score -6632840 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -6632921.500000 Penalty: 12775.071289
	Iteration 15Q: 3 clusters Score -6632922 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -6633009.500000 Penalty: 12775.071289
	Iteration 16Q: 3 clusters Score -6633010 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -6633089.500000 Penalty: 12775.071289
	Iteration 17Q: 3 clusters Score -6633090 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -6633149.500000 Penalty: 12775.071289
	Iteration 18Q: 3 clusters Score -6633150 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -6633158.000000 Penalty: 12775.071289
	Iteration 19Q: 3 clusters Score -6633158 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -6633190.000000 Penalty: 12775.071289
	Iteration 20F: 3 clusters Score -6633190 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -6633204.500000 Penalty: 12775.071289
	Iteration 21Q: 3 clusters Score -6633204 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -6633250.000000 Penalty: 12775.071289
	Iteration 22Q: 3 clusters Score -6633250 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -6633275.500000 Penalty: 12775.071289
	Iteration 23Q: 3 clusters Score -6633276 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -6633317.500000 Penalty: 12775.071289
	Iteration 24Q: 3 clusters Score -6633318 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -6633354.000000 Penalty: 12775.071289
	Iteration 25Q: 3 clusters Score -6633354 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -6633377.000000 Penalty: 12775.071289
	Iteration 26Q: 3 clusters Score -6633377 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -6633394.500000 Penalty: 12775.071289
	Iteration 27Q: 3 clusters Score -6633394 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -6633404.000000 Penalty: 12775.071289
	Iteration 28Q: 3 clusters Score -6633404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -6633408.500000 Penalty: 12775.071289
	Iteration 29Q: 3 clusters Score -6633408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -6633448.000000 Penalty: 12775.071289
	Iteration 30Q: 3 clusters Score -6633448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -6633474.500000 Penalty: 12775.071289
	Iteration 31Q: 3 clusters Score -6633474 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -6633503.500000 Penalty: 12775.071289
	Iteration 32Q: 3 clusters Score -6633504 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -6633526.000000 Penalty: 12775.071289
	Iteration 33Q: 3 clusters Score -6633526 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -6633521.500000 Penalty: 12775.071289
	Iteration 34Q: 3 clusters Score -6633522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6633540.500000 Penalty: 12775.071289
	Iteration 35Q: 3 clusters Score -6633540 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -6633549.500000 Penalty: 12775.071289
	Iteration 36Q: 3 clusters Score -6633550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -6633569.500000 Penalty: 12775.071289
	Iteration 37Q: 3 clusters Score -6633570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -6633591.500000 Penalty: 12775.071289
	Iteration 38Q: 3 clusters Score -6633592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -6633602.500000 Penalty: 12775.071289
	Iteration 39Q: 3 clusters Score -6633602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -6633622.500000 Penalty: 12775.071289
	Iteration 40F: 3 clusters Score -6633622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -6633635.500000 Penalty: 12775.071289
	Iteration 41Q: 3 clusters Score -6633636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -6633668.000000 Penalty: 12775.071289
	Iteration 42Q: 3 clusters Score -6633668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -6633683.500000 Penalty: 12775.071289
	Iteration 43Q: 3 clusters Score -6633684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -6633686.000000 Penalty: 12775.071289
	Iteration 44Q: 3 clusters Score -6633686 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -6633709.500000 Penalty: 12775.071289
	Iteration 45Q: 3 clusters Score -6633710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -6633711.000000 Penalty: 12775.071289
	Iteration 46Q: 3 clusters Score -6633711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -6633731.000000 Penalty: 12775.071289
	Iteration 47Q: 3 clusters Score -6633731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -6633741.000000 Penalty: 12775.071289
	Iteration 48Q: 3 clusters Score -6633741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -6633746.000000 Penalty: 12775.071289
	Iteration 49Q: 3 clusters Score -6633746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -6633756.000000 Penalty: 12775.071289
	Iteration 50Q: 3 clusters Score -6633756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -6633750.500000 Penalty: 12775.071289
	Iteration 51Q: 3 clusters Score -6633750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -6633745.500000 Penalty: 12775.071289
	Iteration 52Q: 3 clusters Score -6633746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -6633735.500000 Penalty: 12775.071289
	Iteration 53Q: 3 clusters Score -6633736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -6633750.000000 Penalty: 12775.071289
	Iteration 54Q: 3 clusters Score -6633750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -6633753.500000 Penalty: 12775.071289
	Iteration 55Q: 3 clusters Score -6633754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -6633751.500000 Penalty: 12775.071289
	Iteration 56Q: 3 clusters Score -6633752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -6633777.500000 Penalty: 12775.071289
	Iteration 57Q: 3 clusters Score -6633778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -6633797.500000 Penalty: 12775.071289
	Iteration 58Q: 3 clusters Score -6633798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -6633790.500000 Penalty: 12775.071289
	Iteration 59Q: 3 clusters Score -6633790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -6633810.500000 Penalty: 12775.071289
	Iteration 60F: 3 clusters Score -6633810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -6633811.000000 Penalty: 12775.071289
	Iteration 61Q: 3 clusters Score -6633811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -6633822.500000 Penalty: 12775.071289
	Iteration 62Q: 3 clusters Score -6633822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -6633821.500000 Penalty: 12775.071289
	Iteration 63Q: 3 clusters Score -6633822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -6633834.000000 Penalty: 12775.071289
	Iteration 64Q: 3 clusters Score -6633834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -6633857.000000 Penalty: 12775.071289
	Iteration 65Q: 3 clusters Score -6633857 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -6633878.000000 Penalty: 12775.071289
	Iteration 66Q: 3 clusters Score -6633878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -6633922.000000 Penalty: 12775.071289
	Iteration 67Q: 3 clusters Score -6633922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -6633935.000000 Penalty: 12775.071289
	Iteration 68Q: 3 clusters Score -6633935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -6633940.000000 Penalty: 12775.071289
	Iteration 69Q: 3 clusters Score -6633940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -6633979.000000 Penalty: 12775.071289
	Iteration 70Q: 3 clusters Score -6633979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -6633980.500000 Penalty: 12775.071289
	Iteration 71Q: 3 clusters Score -6633980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -6633981.500000 Penalty: 12775.071289
	Iteration 72Q: 3 clusters Score -6633982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -6633999.500000 Penalty: 12775.071289
	Iteration 73Q: 3 clusters Score -6634000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -6633997.000000 Penalty: 12775.071289
	Iteration 74Q: 3 clusters Score -6633997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -6634025.500000 Penalty: 12775.071289
	Iteration 75Q: 3 clusters Score -6634026 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6634055 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6634058 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6634082 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6634107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6634111 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6634112 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6634124 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6634124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6634138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6634146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6634156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6634151 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6634176 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6634169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6634187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6634196 nChanged 45
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Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6634209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -6634213.500000 Penalty: 12775.071289
	Iteration 93Q: 3 clusters Score -6634214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6634214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6634229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6634235 nChanged 39
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Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6634250 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6634254 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6634260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6634276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6634290 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6634302 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6634302 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6634304 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6634306 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6634327 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6634332 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6634354 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6634359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6634357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6634372 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6634387 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6634398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6634410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6634428 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6634442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6634438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6634435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6634440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6634451 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6634446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6634448 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6634459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6634457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6634458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6634466 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6634469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6634462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6634468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6634468 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6634462 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -6634482.500000 Penalty: 12775.071289
	Iteration 132Q: 3 clusters Score -6634482 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6634473 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6634474 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -6634495.500000 Penalty: 12775.071289
	Iteration 135Q: 3 clusters Score -6634496 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6634492 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6634498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6634493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -6634490.500000 Penalty: 12775.071289
	Iteration 139Q: 3 clusters Score -6634490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -6634499.500000 Penalty: 12775.071289
	Iteration 140F: 3 clusters Score -6634500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6634493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6634498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6634494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6634494 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6634504 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6634511 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6634507 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6634504 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6634506 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6634500 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6634503 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6634506 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3436 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6634516 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6634514 nChanged 2
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Mstep: Class 1 contains 3433 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6634506 nChanged 2
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Mstep: Class 1 contains 3431 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6634502 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3429 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6634510 nChanged 4
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Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6634508 nChanged 5
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Mstep: Class 1 contains 3420 members 
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Entering Unmasked Estep 
Score: -6634513.000000 Penalty: 12775.071289
	Iteration 159Q: 3 clusters Score -6634513 nChanged 3
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Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6634507 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3414 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6634506 nChanged 3
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Mstep: Class 1 contains 3413 members 
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	Iteration 162Q: 3 clusters Score -6634505 nChanged 3
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Mstep: Class 1 contains 3412 members 
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	Iteration 163Q: 3 clusters Score -6634504 nChanged 6
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Mstep: Class 1 contains 3406 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6634516 nChanged 6
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	Iteration 165Q: 3 clusters Score -6634508 nChanged 7
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Mstep: Class 1 contains 3397 members 
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Entering Unmasked Estep 
Score: -6634517.000000 Penalty: 12775.071289
	Iteration 166Q: 3 clusters Score -6634517 nChanged 4
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Mstep: Class 1 contains 3393 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6634512 nChanged 6
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Entering Unmasked Estep 
Score: -6634517.000000 Penalty: 12775.071289
	Iteration 168Q: 3 clusters Score -6634517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -6634521.500000 Penalty: 12775.071289
	Iteration 169Q: 3 clusters Score -6634522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -6634524.000000 Penalty: 12775.071289
	Iteration 170Q: 3 clusters Score -6634524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -6634522.500000 Penalty: 12775.071289
	Iteration 171Q: 3 clusters Score -6634522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -6634521.500000 Penalty: 12775.071289
	Iteration 172Q: 3 clusters Score -6634522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -6634521.500000 Penalty: 12775.071289
	Iteration 173F: 3 clusters Score -6634522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Entering Unmasked Estep 
Score: -2563310.500000 Penalty: 5786.717773
	Iteration 0F: 2 clusters Score -2563310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2551459.500000 Penalty: 11573.435547
	Iteration 0F: 3 clusters Score -2551460 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2554331.000000 Penalty: 11573.435547
	Iteration 1F: 3 clusters Score -2554331 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2555076.000000 Penalty: 11573.435547
	Iteration 2F: 3 clusters Score -2555076 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2555702.250000 Penalty: 11573.435547
	Iteration 3F: 3 clusters Score -2555702 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2556250.750000 Penalty: 11573.435547
	Iteration 4F: 3 clusters Score -2556251 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2556714.000000 Penalty: 11573.435547
	Iteration 5F: 3 clusters Score -2556714 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2557183.250000 Penalty: 11573.435547
	Iteration 6Q: 3 clusters Score -2557183 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2557653.000000 Penalty: 11573.435547
	Iteration 7Q: 3 clusters Score -2557653 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2558132.750000 Penalty: 11573.435547
	Iteration 8Q: 3 clusters Score -2558133 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2558559.750000 Penalty: 11573.435547
	Iteration 9Q: 3 clusters Score -2558560 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2558898.500000 Penalty: 11573.435547
	Iteration 10Q: 3 clusters Score -2558898 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2559156.000000 Penalty: 11573.435547
	Iteration 11Q: 3 clusters Score -2559156 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2559380.000000 Penalty: 11573.435547
	Iteration 12Q: 3 clusters Score -2559380 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2559586.000000 Penalty: 11573.435547
	Iteration 13Q: 3 clusters Score -2559586 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2559766.000000 Penalty: 11573.435547
	Iteration 14Q: 3 clusters Score -2559766 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2559889.750000 Penalty: 11573.435547
	Iteration 15Q: 3 clusters Score -2559890 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2559976.000000 Penalty: 11573.435547
	Iteration 16Q: 3 clusters Score -2559976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2560029.250000 Penalty: 11573.435547
	Iteration 17Q: 3 clusters Score -2560029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2560064.750000 Penalty: 11573.435547
	Iteration 18Q: 3 clusters Score -2560065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2560114.750000 Penalty: 11573.435547
	Iteration 19Q: 3 clusters Score -2560115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2560153.500000 Penalty: 11573.435547
	Iteration 20F: 3 clusters Score -2560154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2560186.250000 Penalty: 11573.435547
	Iteration 21Q: 3 clusters Score -2560186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2560203.000000 Penalty: 11573.435547
	Iteration 22Q: 3 clusters Score -2560203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2560222.000000 Penalty: 11573.435547
	Iteration 23Q: 3 clusters Score -2560222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2560241.250000 Penalty: 11573.435547
	Iteration 24Q: 3 clusters Score -2560241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2560256.250000 Penalty: 11573.435547
	Iteration 25Q: 3 clusters Score -2560256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2560268.500000 Penalty: 11573.435547
	Iteration 26Q: 3 clusters Score -2560268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2560282.250000 Penalty: 11573.435547
	Iteration 27Q: 3 clusters Score -2560282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2560289.000000 Penalty: 11573.435547
	Iteration 28Q: 3 clusters Score -2560289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2560293.500000 Penalty: 11573.435547
	Iteration 29Q: 3 clusters Score -2560294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2560298.500000 Penalty: 11573.435547
	Iteration 30Q: 3 clusters Score -2560298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2560295.250000 Penalty: 11573.435547
	Iteration 31Q: 3 clusters Score -2560295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2560296.250000 Penalty: 11573.435547
	Iteration 32Q: 3 clusters Score -2560296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2560293.250000 Penalty: 11573.435547
	Iteration 33Q: 3 clusters Score -2560293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2560293.250000 Penalty: 11573.435547
	Iteration 34Q: 3 clusters Score -2560293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2560297.750000 Penalty: 11573.435547
	Iteration 35Q: 3 clusters Score -2560298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2560298.000000 Penalty: 11573.435547
	Iteration 36Q: 3 clusters Score -2560298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2560301.750000 Penalty: 11573.435547
	Iteration 37Q: 3 clusters Score -2560302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2560301.750000 Penalty: 11573.435547
	Iteration 38F: 3 clusters Score -2560302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Entering Unmasked Estep 
Score: -7801782.000000 Penalty: 6453.760254
	Iteration 0F: 2 clusters Score -7801782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -7773968.500000 Penalty: 12907.520508
	Iteration 0F: 3 clusters Score -7773968 nChanged 16164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -7782598.000000 Penalty: 12907.520508
	Iteration 1F: 3 clusters Score -7782598 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -7783501.500000 Penalty: 12907.520508
	Iteration 2F: 3 clusters Score -7783502 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -7784234.000000 Penalty: 12907.520508
	Iteration 3Q: 3 clusters Score -7784234 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -7784926.000000 Penalty: 12907.520508
	Iteration 4Q: 3 clusters Score -7784926 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -7785717.000000 Penalty: 12907.520508
	Iteration 5Q: 3 clusters Score -7785717 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -7786679.500000 Penalty: 12907.520508
	Iteration 6Q: 3 clusters Score -7786680 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -7787724.000000 Penalty: 12907.520508
	Iteration 7Q: 3 clusters Score -7787724 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -7789001.500000 Penalty: 12907.520508
	Iteration 8F: 3 clusters Score -7789002 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -7790376.500000 Penalty: 12907.520508
	Iteration 9F: 3 clusters Score -7790376 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -7791744.000000 Penalty: 12907.520508
	Iteration 10F: 3 clusters Score -7791744 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -7792867.500000 Penalty: 12907.520508
	Iteration 11Q: 3 clusters Score -7792868 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7793813.000000 Penalty: 12907.520508
	Iteration 12Q: 3 clusters Score -7793813 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7794492.500000 Penalty: 12907.520508
	Iteration 13Q: 3 clusters Score -7794492 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7795025.000000 Penalty: 12907.520508
	Iteration 14Q: 3 clusters Score -7795025 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7795400.500000 Penalty: 12907.520508
	Iteration 15Q: 3 clusters Score -7795400 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7795627.500000 Penalty: 12907.520508
	Iteration 16Q: 3 clusters Score -7795628 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7795787.000000 Penalty: 12907.520508
	Iteration 17Q: 3 clusters Score -7795787 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7795868.500000 Penalty: 12907.520508
	Iteration 18Q: 3 clusters Score -7795868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7795936.500000 Penalty: 12907.520508
	Iteration 19Q: 3 clusters Score -7795936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7795991.500000 Penalty: 12907.520508
	Iteration 20F: 3 clusters Score -7795992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7796026.500000 Penalty: 12907.520508
	Iteration 21Q: 3 clusters Score -7796026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7796065.500000 Penalty: 12907.520508
	Iteration 22Q: 3 clusters Score -7796066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7796085.500000 Penalty: 12907.520508
	Iteration 23Q: 3 clusters Score -7796086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7796099.000000 Penalty: 12907.520508
	Iteration 24Q: 3 clusters Score -7796099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7796127.500000 Penalty: 12907.520508
	Iteration 25Q: 3 clusters Score -7796128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7796140.000000 Penalty: 12907.520508
	Iteration 26Q: 3 clusters Score -7796140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7796152.500000 Penalty: 12907.520508
	Iteration 27Q: 3 clusters Score -7796152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7796162.000000 Penalty: 12907.520508
	Iteration 28Q: 3 clusters Score -7796162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7796180.000000 Penalty: 12907.520508
	Iteration 29Q: 3 clusters Score -7796180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7796177.500000 Penalty: 12907.520508
	Iteration 30Q: 3 clusters Score -7796178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7796193.000000 Penalty: 12907.520508
	Iteration 31Q: 3 clusters Score -7796193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7796203.500000 Penalty: 12907.520508
	Iteration 32Q: 3 clusters Score -7796204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7796200.000000 Penalty: 12907.520508
	Iteration 33Q: 3 clusters Score -7796200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7796202.000000 Penalty: 12907.520508
	Iteration 34Q: 3 clusters Score -7796202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7796202.500000 Penalty: 12907.520508
	Iteration 35Q: 3 clusters Score -7796202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7796208.500000 Penalty: 12907.520508
	Iteration 36Q: 3 clusters Score -7796208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7796207.500000 Penalty: 12907.520508
	Iteration 37Q: 3 clusters Score -7796208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7796204.500000 Penalty: 12907.520508
	Iteration 38Q: 3 clusters Score -7796204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7796204.500000 Penalty: 12907.520508
	Iteration 39F: 3 clusters Score -7796204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Entering Unmasked Estep 
Score: -4638587.500000 Penalty: 6132.174805
	Iteration 0F: 2 clusters Score -4638588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -4620654.000000 Penalty: 12264.349609
	Iteration 0F: 3 clusters Score -4620654 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4625373.500000 Penalty: 12264.349609
	Iteration 1F: 3 clusters Score -4625374 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -4625993.500000 Penalty: 12264.349609
	Iteration 2F: 3 clusters Score -4625994 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4626414.000000 Penalty: 12264.349609
	Iteration 3Q: 3 clusters Score -4626414 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -4626719.000000 Penalty: 12264.349609
	Iteration 4Q: 3 clusters Score -4626719 nChanged 690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4626988 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4627247 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4627458 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4627647 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4627822 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4627999 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4628180 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4628340 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4628502 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4628648.500000 Penalty: 12264.349609
	Iteration 14Q: 3 clusters Score -4628648 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -4628756.500000 Penalty: 12264.349609
	Iteration 15Q: 3 clusters Score -4628756 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4628874 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4628998 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4629086 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4629180 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4629262.500000 Penalty: 12264.349609
	Iteration 20F: 3 clusters Score -4629262 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -4629356.500000 Penalty: 12264.349609
	Iteration 21Q: 3 clusters Score -4629356 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4629448 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -4629507.500000 Penalty: 12264.349609
	Iteration 23Q: 3 clusters Score -4629508 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4629554.500000 Penalty: 12264.349609
	Iteration 24Q: 3 clusters Score -4629554 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -4629654.500000 Penalty: 12264.349609
	Iteration 25Q: 3 clusters Score -4629654 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -4629728.500000 Penalty: 12264.349609
	Iteration 26Q: 3 clusters Score -4629728 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -4629791.000000 Penalty: 12264.349609
	Iteration 27Q: 3 clusters Score -4629791 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4629852.500000 Penalty: 12264.349609
	Iteration 28Q: 3 clusters Score -4629852 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -4629914.500000 Penalty: 12264.349609
	Iteration 29Q: 3 clusters Score -4629914 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4629971.500000 Penalty: 12264.349609
	Iteration 30Q: 3 clusters Score -4629972 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -4629999.500000 Penalty: 12264.349609
	Iteration 31Q: 3 clusters Score -4630000 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4630038.000000 Penalty: 12264.349609
	Iteration 32Q: 3 clusters Score -4630038 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4630055.000000 Penalty: 12264.349609
	Iteration 33Q: 3 clusters Score -4630055 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -4630098.500000 Penalty: 12264.349609
	Iteration 34Q: 3 clusters Score -4630098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4630126.000000 Penalty: 12264.349609
	Iteration 35Q: 3 clusters Score -4630126 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4630146.500000 Penalty: 12264.349609
	Iteration 36Q: 3 clusters Score -4630146 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -4630181.000000 Penalty: 12264.349609
	Iteration 37Q: 3 clusters Score -4630181 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -4630216.500000 Penalty: 12264.349609
	Iteration 38Q: 3 clusters Score -4630216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -4630220.000000 Penalty: 12264.349609
	Iteration 39Q: 3 clusters Score -4630220 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -4630223.000000 Penalty: 12264.349609
	Iteration 40F: 3 clusters Score -4630223 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4630239.000000 Penalty: 12264.349609
	Iteration 41Q: 3 clusters Score -4630239 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4630268.500000 Penalty: 12264.349609
	Iteration 42Q: 3 clusters Score -4630268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4630289.000000 Penalty: 12264.349609
	Iteration 43Q: 3 clusters Score -4630289 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -4630306.000000 Penalty: 12264.349609
	Iteration 44Q: 3 clusters Score -4630306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4630313.500000 Penalty: 12264.349609
	Iteration 45Q: 3 clusters Score -4630314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -4630338.000000 Penalty: 12264.349609
	Iteration 46Q: 3 clusters Score -4630338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -4630356.000000 Penalty: 12264.349609
	Iteration 47Q: 3 clusters Score -4630356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -4630374.000000 Penalty: 12264.349609
	Iteration 48Q: 3 clusters Score -4630374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -4630379.500000 Penalty: 12264.349609
	Iteration 49Q: 3 clusters Score -4630380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -4630401.000000 Penalty: 12264.349609
	Iteration 50Q: 3 clusters Score -4630401 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4630419.000000 Penalty: 12264.349609
	Iteration 51Q: 3 clusters Score -4630419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -4630433.500000 Penalty: 12264.349609
	Iteration 52Q: 3 clusters Score -4630434 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -4630430.500000 Penalty: 12264.349609
	Iteration 53Q: 3 clusters Score -4630430 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4630453.000000 Penalty: 12264.349609
	Iteration 54Q: 3 clusters Score -4630453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4630480.500000 Penalty: 12264.349609
	Iteration 55Q: 3 clusters Score -4630480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -4630497.500000 Penalty: 12264.349609
	Iteration 56Q: 3 clusters Score -4630498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -4630535.500000 Penalty: 12264.349609
	Iteration 57Q: 3 clusters Score -4630536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4630542.000000 Penalty: 12264.349609
	Iteration 58Q: 3 clusters Score -4630542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -4630544.500000 Penalty: 12264.349609
	Iteration 59Q: 3 clusters Score -4630544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4630568.500000 Penalty: 12264.349609
	Iteration 60F: 3 clusters Score -4630568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4630586.000000 Penalty: 12264.349609
	Iteration 61Q: 3 clusters Score -4630586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -4630593.000000 Penalty: 12264.349609
	Iteration 62Q: 3 clusters Score -4630593 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -4630598.500000 Penalty: 12264.349609
	Iteration 63Q: 3 clusters Score -4630598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -4630628.500000 Penalty: 12264.349609
	Iteration 64Q: 3 clusters Score -4630628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4630645.000000 Penalty: 12264.349609
	Iteration 65Q: 3 clusters Score -4630645 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4630658.500000 Penalty: 12264.349609
	Iteration 66Q: 3 clusters Score -4630658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -4630695.000000 Penalty: 12264.349609
	Iteration 67Q: 3 clusters Score -4630695 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4630715.500000 Penalty: 12264.349609
	Iteration 68Q: 3 clusters Score -4630716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -4630720.500000 Penalty: 12264.349609
	Iteration 69Q: 3 clusters Score -4630720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4630736.000000 Penalty: 12264.349609
	Iteration 70Q: 3 clusters Score -4630736 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4630757.500000 Penalty: 12264.349609
	Iteration 71Q: 3 clusters Score -4630758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4630787.000000 Penalty: 12264.349609
	Iteration 72Q: 3 clusters Score -4630787 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -4630797.000000 Penalty: 12264.349609
	Iteration 73Q: 3 clusters Score -4630797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4630834.500000 Penalty: 12264.349609
	Iteration 74Q: 3 clusters Score -4630834 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4630856.500000 Penalty: 12264.349609
	Iteration 75Q: 3 clusters Score -4630856 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4630866.000000 Penalty: 12264.349609
	Iteration 76Q: 3 clusters Score -4630866 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4630893.500000 Penalty: 12264.349609
	Iteration 77Q: 3 clusters Score -4630894 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4630930.000000 Penalty: 12264.349609
	Iteration 78Q: 3 clusters Score -4630930 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -4630974.000000 Penalty: 12264.349609
	Iteration 79Q: 3 clusters Score -4630974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4631004.000000 Penalty: 12264.349609
	Iteration 80F: 3 clusters Score -4631004 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -4631047.500000 Penalty: 12264.349609
	Iteration 81Q: 3 clusters Score -4631048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4631094.500000 Penalty: 12264.349609
	Iteration 82Q: 3 clusters Score -4631094 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4631147.000000 Penalty: 12264.349609
	Iteration 83Q: 3 clusters Score -4631147 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4631205.000000 Penalty: 12264.349609
	Iteration 84Q: 3 clusters Score -4631205 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4631254.500000 Penalty: 12264.349609
	Iteration 85Q: 3 clusters Score -4631254 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -4631308.500000 Penalty: 12264.349609
	Iteration 86Q: 3 clusters Score -4631308 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4631372.000000 Penalty: 12264.349609
	Iteration 87Q: 3 clusters Score -4631372 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4631445.500000 Penalty: 12264.349609
	Iteration 88Q: 3 clusters Score -4631446 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4631549.500000 Penalty: 12264.349609
	Iteration 89Q: 3 clusters Score -4631550 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4631640.000000 Penalty: 12264.349609
	Iteration 90Q: 3 clusters Score -4631640 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -4631733.000000 Penalty: 12264.349609
	Iteration 91Q: 3 clusters Score -4631733 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4631816.500000 Penalty: 12264.349609
	Iteration 92Q: 3 clusters Score -4631816 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4631875.500000 Penalty: 12264.349609
	Iteration 93Q: 3 clusters Score -4631876 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4631979.000000 Penalty: 12264.349609
	Iteration 94Q: 3 clusters Score -4631979 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4632058.000000 Penalty: 12264.349609
	Iteration 95Q: 3 clusters Score -4632058 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4632145.500000 Penalty: 12264.349609
	Iteration 96Q: 3 clusters Score -4632146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4632229.500000 Penalty: 12264.349609
	Iteration 97Q: 3 clusters Score -4632230 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4632316.000000 Penalty: 12264.349609
	Iteration 98Q: 3 clusters Score -4632316 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -4632410.500000 Penalty: 12264.349609
	Iteration 99Q: 3 clusters Score -4632410 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4632465.500000 Penalty: 12264.349609
	Iteration 100F: 3 clusters Score -4632466 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4632549.000000 Penalty: 12264.349609
	Iteration 101Q: 3 clusters Score -4632549 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4632610.500000 Penalty: 12264.349609
	Iteration 102Q: 3 clusters Score -4632610 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4632659.000000 Penalty: 12264.349609
	Iteration 103Q: 3 clusters Score -4632659 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4632719.500000 Penalty: 12264.349609
	Iteration 104Q: 3 clusters Score -4632720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4632762.000000 Penalty: 12264.349609
	Iteration 105Q: 3 clusters Score -4632762 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -4632808.500000 Penalty: 12264.349609
	Iteration 106Q: 3 clusters Score -4632808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -4632856.000000 Penalty: 12264.349609
	Iteration 107Q: 3 clusters Score -4632856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4632867.000000 Penalty: 12264.349609
	Iteration 108Q: 3 clusters Score -4632867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4632899.000000 Penalty: 12264.349609
	Iteration 109Q: 3 clusters Score -4632899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -4632933.000000 Penalty: 12264.349609
	Iteration 110Q: 3 clusters Score -4632933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -4632961.000000 Penalty: 12264.349609
	Iteration 111Q: 3 clusters Score -4632961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -4632977.000000 Penalty: 12264.349609
	Iteration 112Q: 3 clusters Score -4632977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4633007.000000 Penalty: 12264.349609
	Iteration 113Q: 3 clusters Score -4633007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -4633019.500000 Penalty: 12264.349609
	Iteration 114Q: 3 clusters Score -4633020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4633054.500000 Penalty: 12264.349609
	Iteration 115Q: 3 clusters Score -4633054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -4633065.000000 Penalty: 12264.349609
	Iteration 116Q: 3 clusters Score -4633065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4633092.500000 Penalty: 12264.349609
	Iteration 117Q: 3 clusters Score -4633092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4633114.500000 Penalty: 12264.349609
	Iteration 118Q: 3 clusters Score -4633114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4633121.500000 Penalty: 12264.349609
	Iteration 119Q: 3 clusters Score -4633122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4633141.500000 Penalty: 12264.349609
	Iteration 120F: 3 clusters Score -4633142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4633156.000000 Penalty: 12264.349609
	Iteration 121Q: 3 clusters Score -4633156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -4633171.000000 Penalty: 12264.349609
	Iteration 122Q: 3 clusters Score -4633171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4633177.500000 Penalty: 12264.349609
	Iteration 123Q: 3 clusters Score -4633178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -4633189.500000 Penalty: 12264.349609
	Iteration 124Q: 3 clusters Score -4633190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4633198.000000 Penalty: 12264.349609
	Iteration 125Q: 3 clusters Score -4633198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -4633201.000000 Penalty: 12264.349609
	Iteration 126Q: 3 clusters Score -4633201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4633200.500000 Penalty: 12264.349609
	Iteration 127Q: 3 clusters Score -4633200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4633203.000000 Penalty: 12264.349609
	Iteration 128Q: 3 clusters Score -4633203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -4633209.500000 Penalty: 12264.349609
	Iteration 129Q: 3 clusters Score -4633210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -4633233.500000 Penalty: 12264.349609
	Iteration 130Q: 3 clusters Score -4633234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -4633249.500000 Penalty: 12264.349609
	Iteration 131Q: 3 clusters Score -4633250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -4633260.000000 Penalty: 12264.349609
	Iteration 132Q: 3 clusters Score -4633260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -4633256.000000 Penalty: 12264.349609
	Iteration 133Q: 3 clusters Score -4633256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -4633271.000000 Penalty: 12264.349609
	Iteration 134Q: 3 clusters Score -4633271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -4633287.500000 Penalty: 12264.349609
	Iteration 135Q: 3 clusters Score -4633288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4633293.500000 Penalty: 12264.349609
	Iteration 136Q: 3 clusters Score -4633294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4633285.500000 Penalty: 12264.349609
	Iteration 137Q: 3 clusters Score -4633286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -4633285.000000 Penalty: 12264.349609
	Iteration 138Q: 3 clusters Score -4633285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4633288.500000 Penalty: 12264.349609
	Iteration 139Q: 3 clusters Score -4633288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4633292.000000 Penalty: 12264.349609
	Iteration 140F: 3 clusters Score -4633292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -4633290.000000 Penalty: 12264.349609
	Iteration 141Q: 3 clusters Score -4633290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -4633285.500000 Penalty: 12264.349609
	Iteration 142Q: 3 clusters Score -4633286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4633290.500000 Penalty: 12264.349609
	Iteration 143Q: 3 clusters Score -4633290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4633297.000000 Penalty: 12264.349609
	Iteration 144Q: 3 clusters Score -4633297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4633291.000000 Penalty: 12264.349609
	Iteration 145Q: 3 clusters Score -4633291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -4633299.000000 Penalty: 12264.349609
	Iteration 146Q: 3 clusters Score -4633299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4633306.500000 Penalty: 12264.349609
	Iteration 147Q: 3 clusters Score -4633306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4633309.500000 Penalty: 12264.349609
	Iteration 148Q: 3 clusters Score -4633310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -4633306.000000 Penalty: 12264.349609
	Iteration 149Q: 3 clusters Score -4633306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4633309.000000 Penalty: 12264.349609
	Iteration 150Q: 3 clusters Score -4633309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4633312.500000 Penalty: 12264.349609
	Iteration 151Q: 3 clusters Score -4633312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4633315.500000 Penalty: 12264.349609
	Iteration 152Q: 3 clusters Score -4633316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4633315.500000 Penalty: 12264.349609
	Iteration 153Q: 3 clusters Score -4633316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4633313.500000 Penalty: 12264.349609
	Iteration 154Q: 3 clusters Score -4633314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4633313.500000 Penalty: 12264.349609
	Iteration 155F: 3 clusters Score -4633314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -267404.593750 Penalty: 4394.049316
	Iteration 0F: 2 clusters Score -267404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -262982.906250 Penalty: 8788.098633
	Iteration 0F: 3 clusters Score -262982.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -263374.906250 Penalty: 8788.098633
	Iteration 1F: 3 clusters Score -263374.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -263501.437500 Penalty: 8788.098633
	Iteration 2Q: 3 clusters Score -263501.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -263560.781250 Penalty: 8788.098633
	Iteration 3Q: 3 clusters Score -263560.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -263584.187500 Penalty: 8788.098633
	Iteration 4Q: 3 clusters Score -263584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -263593.937500 Penalty: 8788.098633
	Iteration 5Q: 3 clusters Score -263593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -263604.000000 Penalty: 8788.098633
	Iteration 6Q: 3 clusters Score -263604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -263608.937500 Penalty: 8788.098633
	Iteration 7Q: 3 clusters Score -263608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -263612.500000 Penalty: 8788.098633
	Iteration 8Q: 3 clusters Score -263612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -263614.125000 Penalty: 8788.098633
	Iteration 9Q: 3 clusters Score -263614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -263614.125000 Penalty: 8788.098633
	Iteration 10F: 3 clusters Score -263614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -176638.671875 Penalty: 4233.445312
	Iteration 0F: 2 clusters Score -176638.7 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 495 members 
Entering Unmasked Estep 
Score: -172697.125000 Penalty: 8466.890625
	Iteration 0F: 3 clusters Score -172697.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -173558.140625 Penalty: 8466.890625
	Iteration 1F: 3 clusters Score -173558.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -173957.468750 Penalty: 8466.890625
	Iteration 2F: 3 clusters Score -173957.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -174164.796875 Penalty: 8466.890625
	Iteration 3Q: 3 clusters Score -174164.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -174397.937500 Penalty: 8466.890625
	Iteration 4Q: 3 clusters Score -174397.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -174582.515625 Penalty: 8466.890625
	Iteration 5Q: 3 clusters Score -174582.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -174632.187500 Penalty: 8466.890625
	Iteration 6Q: 3 clusters Score -174632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -174671.046875 Penalty: 8466.890625
	Iteration 7Q: 3 clusters Score -174671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -174691.421875 Penalty: 8466.890625
	Iteration 8Q: 3 clusters Score -174691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -174702.578125 Penalty: 8466.890625
	Iteration 9Q: 3 clusters Score -174702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -174707.187500 Penalty: 8466.890625
	Iteration 10Q: 3 clusters Score -174707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -174708.187500 Penalty: 8466.890625
	Iteration 11Q: 3 clusters Score -174708.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -174708.187500 Penalty: 8466.890625
	Iteration 12F: 3 clusters Score -174708.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Entering Unmasked Estep 
Score: -8702531.000000 Penalty: 6519.082031
	Iteration 0F: 2 clusters Score -8702531 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 20929 members 
Entering Unmasked Estep 
Score: -8672256.000000 Penalty: 13038.164062
	Iteration 0F: 3 clusters Score -8672256 nChanged 18262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -8682100.000000 Penalty: 13038.164062
	Iteration 1F: 3 clusters Score -8682100 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -8683034.000000 Penalty: 13038.164062
	Iteration 2F: 3 clusters Score -8683034 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -8683804.000000 Penalty: 13038.164062
	Iteration 3Q: 3 clusters Score -8683804 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -8684601.000000 Penalty: 13038.164062
	Iteration 4Q: 3 clusters Score -8684601 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -8685286.000000 Penalty: 13038.164062
	Iteration 5Q: 3 clusters Score -8685286 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -8686013.000000 Penalty: 13038.164062
	Iteration 6Q: 3 clusters Score -8686013 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -8686718.000000 Penalty: 13038.164062
	Iteration 7Q: 3 clusters Score -8686718 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -8687588.000000 Penalty: 13038.164062
	Iteration 8Q: 3 clusters Score -8687588 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -8688371.000000 Penalty: 13038.164062
	Iteration 9Q: 3 clusters Score -8688371 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -8689200.000000 Penalty: 13038.164062
	Iteration 10Q: 3 clusters Score -8689200 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -8689950.000000 Penalty: 13038.164062
	Iteration 11Q: 3 clusters Score -8689950 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -8690690.000000 Penalty: 13038.164062
	Iteration 12Q: 3 clusters Score -8690690 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -8691395.000000 Penalty: 13038.164062
	Iteration 13Q: 3 clusters Score -8691395 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -8691991.000000 Penalty: 13038.164062
	Iteration 14Q: 3 clusters Score -8691991 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -8692634.000000 Penalty: 13038.164062
	Iteration 15Q: 3 clusters Score -8692634 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8693188.000000 Penalty: 13038.164062
	Iteration 16Q: 3 clusters Score -8693188 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -8693756.000000 Penalty: 13038.164062
	Iteration 17Q: 3 clusters Score -8693756 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -8694338.000000 Penalty: 13038.164062
	Iteration 18Q: 3 clusters Score -8694338 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -8694852.000000 Penalty: 13038.164062
	Iteration 19Q: 3 clusters Score -8694852 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -8695272.000000 Penalty: 13038.164062
	Iteration 20F: 3 clusters Score -8695272 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -8695560.000000 Penalty: 13038.164062
	Iteration 21Q: 3 clusters Score -8695560 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -8695814.000000 Penalty: 13038.164062
	Iteration 22Q: 3 clusters Score -8695814 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -8695998.000000 Penalty: 13038.164062
	Iteration 23Q: 3 clusters Score -8695998 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -8696177.000000 Penalty: 13038.164062
	Iteration 24Q: 3 clusters Score -8696177 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -8696277.000000 Penalty: 13038.164062
	Iteration 25Q: 3 clusters Score -8696277 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -8696389.000000 Penalty: 13038.164062
	Iteration 26Q: 3 clusters Score -8696389 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -8696463.000000 Penalty: 13038.164062
	Iteration 27Q: 3 clusters Score -8696463 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -8696530.000000 Penalty: 13038.164062
	Iteration 28Q: 3 clusters Score -8696530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -8696576.000000 Penalty: 13038.164062
	Iteration 29Q: 3 clusters Score -8696576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -8696602.000000 Penalty: 13038.164062
	Iteration 30Q: 3 clusters Score -8696602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -8696616.000000 Penalty: 13038.164062
	Iteration 31Q: 3 clusters Score -8696616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -8696638.000000 Penalty: 13038.164062
	Iteration 32Q: 3 clusters Score -8696638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -8696650.000000 Penalty: 13038.164062
	Iteration 33Q: 3 clusters Score -8696650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -8696688.000000 Penalty: 13038.164062
	Iteration 34Q: 3 clusters Score -8696688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -8696716.000000 Penalty: 13038.164062
	Iteration 35Q: 3 clusters Score -8696716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -8696741.000000 Penalty: 13038.164062
	Iteration 36Q: 3 clusters Score -8696741 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -8696752.000000 Penalty: 13038.164062
	Iteration 37Q: 3 clusters Score -8696752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -8696761.000000 Penalty: 13038.164062
	Iteration 38Q: 3 clusters Score -8696761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -8696774.000000 Penalty: 13038.164062
	Iteration 39Q: 3 clusters Score -8696774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -8696790.000000 Penalty: 13038.164062
	Iteration 40F: 3 clusters Score -8696790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -8696810.000000 Penalty: 13038.164062
	Iteration 41Q: 3 clusters Score -8696810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -8696816.000000 Penalty: 13038.164062
	Iteration 42Q: 3 clusters Score -8696816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -8696827.000000 Penalty: 13038.164062
	Iteration 43Q: 3 clusters Score -8696827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -8696827.000000 Penalty: 13038.164062
	Iteration 44Q: 3 clusters Score -8696827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -8696827.000000 Penalty: 13038.164062
	Iteration 45F: 3 clusters Score -8696827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -1429414.500000 Penalty: 5432.075195
	Iteration 0F: 2 clusters Score -1429414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1420987.125000 Penalty: 10864.150391
	Iteration 0F: 3 clusters Score -1420987 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1422572.875000 Penalty: 10864.150391
	Iteration 1F: 3 clusters Score -1422573 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1422940.750000 Penalty: 10864.150391
	Iteration 2F: 3 clusters Score -1422941 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1423183.875000 Penalty: 10864.150391
	Iteration 3Q: 3 clusters Score -1423184 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1423376.875000 Penalty: 10864.150391
	Iteration 4Q: 3 clusters Score -1423377 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1423542.625000 Penalty: 10864.150391
	Iteration 5Q: 3 clusters Score -1423543 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1423687.125000 Penalty: 10864.150391
	Iteration 6Q: 3 clusters Score -1423687 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1423831.875000 Penalty: 10864.150391
	Iteration 7Q: 3 clusters Score -1423832 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1423983.250000 Penalty: 10864.150391
	Iteration 8Q: 3 clusters Score -1423983 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1424132.375000 Penalty: 10864.150391
	Iteration 9Q: 3 clusters Score -1424132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1424275.250000 Penalty: 10864.150391
	Iteration 10Q: 3 clusters Score -1424275 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1424377.500000 Penalty: 10864.150391
	Iteration 11Q: 3 clusters Score -1424378 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1424454.000000 Penalty: 10864.150391
	Iteration 12Q: 3 clusters Score -1424454 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1424529.625000 Penalty: 10864.150391
	Iteration 13Q: 3 clusters Score -1424530 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1424602.875000 Penalty: 10864.150391
	Iteration 14Q: 3 clusters Score -1424603 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1424712.875000 Penalty: 10864.150391
	Iteration 15Q: 3 clusters Score -1424713 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1424834.500000 Penalty: 10864.150391
	Iteration 16Q: 3 clusters Score -1424834 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1424951.125000 Penalty: 10864.150391
	Iteration 17Q: 3 clusters Score -1424951 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1425056.500000 Penalty: 10864.150391
	Iteration 18Q: 3 clusters Score -1425056 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1425174.375000 Penalty: 10864.150391
	Iteration 19Q: 3 clusters Score -1425174 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1425281.875000 Penalty: 10864.150391
	Iteration 20F: 3 clusters Score -1425282 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1425385.875000 Penalty: 10864.150391
	Iteration 21Q: 3 clusters Score -1425386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1425468.500000 Penalty: 10864.150391
	Iteration 22Q: 3 clusters Score -1425468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1425528.125000 Penalty: 10864.150391
	Iteration 23Q: 3 clusters Score -1425528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1425566.625000 Penalty: 10864.150391
	Iteration 24Q: 3 clusters Score -1425567 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1425608.500000 Penalty: 10864.150391
	Iteration 25Q: 3 clusters Score -1425608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1425632.375000 Penalty: 10864.150391
	Iteration 26Q: 3 clusters Score -1425632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1425661.250000 Penalty: 10864.150391
	Iteration 27Q: 3 clusters Score -1425661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1425678.000000 Penalty: 10864.150391
	Iteration 28Q: 3 clusters Score -1425678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1425703.125000 Penalty: 10864.150391
	Iteration 29Q: 3 clusters Score -1425703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1425720.750000 Penalty: 10864.150391
	Iteration 30Q: 3 clusters Score -1425721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1425734.750000 Penalty: 10864.150391
	Iteration 31Q: 3 clusters Score -1425735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1425749.125000 Penalty: 10864.150391
	Iteration 32Q: 3 clusters Score -1425749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1425764.125000 Penalty: 10864.150391
	Iteration 33Q: 3 clusters Score -1425764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1425765.375000 Penalty: 10864.150391
	Iteration 34Q: 3 clusters Score -1425765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1425771.500000 Penalty: 10864.150391
	Iteration 35Q: 3 clusters Score -1425772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1425777.500000 Penalty: 10864.150391
	Iteration 36Q: 3 clusters Score -1425778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1425780.750000 Penalty: 10864.150391
	Iteration 37Q: 3 clusters Score -1425781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1425781.750000 Penalty: 10864.150391
	Iteration 38Q: 3 clusters Score -1425782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1425784.000000 Penalty: 10864.150391
	Iteration 39Q: 3 clusters Score -1425784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1425792.000000 Penalty: 10864.150391
	Iteration 40F: 3 clusters Score -1425792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1425794.625000 Penalty: 10864.150391
	Iteration 41Q: 3 clusters Score -1425795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1425793.375000 Penalty: 10864.150391
	Iteration 42Q: 3 clusters Score -1425793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1425797.375000 Penalty: 10864.150391
	Iteration 43Q: 3 clusters Score -1425797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1425796.750000 Penalty: 10864.150391
	Iteration 44Q: 3 clusters Score -1425797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1425797.500000 Penalty: 10864.150391
	Iteration 45Q: 3 clusters Score -1425798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1425797.250000 Penalty: 10864.150391
	Iteration 46Q: 3 clusters Score -1425797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1425797.250000 Penalty: 10864.150391
	Iteration 47F: 3 clusters Score -1425797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -116043.773438 Penalty: 3949.944580
	Iteration 0F: 2 clusters Score -116043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -112419.687500 Penalty: 7899.889160
	Iteration 0F: 3 clusters Score -112419.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -112595.734375 Penalty: 7899.889160
	Iteration 1F: 3 clusters Score -112595.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112666.640625 Penalty: 7899.889160
	Iteration 2Q: 3 clusters Score -112666.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112701.671875 Penalty: 7899.889160
	Iteration 3Q: 3 clusters Score -112701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112743.382812 Penalty: 7899.889160
	Iteration 4Q: 3 clusters Score -112743.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -112804.531250 Penalty: 7899.889160
	Iteration 5Q: 3 clusters Score -112804.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112979.460938 Penalty: 7899.889160
	Iteration 6Q: 3 clusters Score -112979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -113102.890625 Penalty: 7899.889160
	Iteration 7Q: 3 clusters Score -113102.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -113144.296875 Penalty: 7899.889160
	Iteration 8Q: 3 clusters Score -113144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -113179.257812 Penalty: 7899.889160
	Iteration 9Q: 3 clusters Score -113179.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -113203.812500 Penalty: 7899.889160
	Iteration 10Q: 3 clusters Score -113203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -113207.679688 Penalty: 7899.889160
	Iteration 11Q: 3 clusters Score -113207.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -113214.054688 Penalty: 7899.889160
	Iteration 12Q: 3 clusters Score -113214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -113219.140625 Penalty: 7899.889160
	Iteration 13Q: 3 clusters Score -113219.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113230.640625 Penalty: 7899.889160
	Iteration 14Q: 3 clusters Score -113230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113230.640625 Penalty: 7899.889160
	Iteration 15F: 3 clusters Score -113230.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -112459.132812 Penalty: 3999.269043
	Iteration 0F: 2 clusters Score -112459.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -108959.578125 Penalty: 7998.538086
	Iteration 0F: 3 clusters Score -108959.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -109533.789062 Penalty: 7998.538086
	Iteration 1F: 3 clusters Score -109533.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -109829.898438 Penalty: 7998.538086
	Iteration 2F: 3 clusters Score -109829.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110029.257812 Penalty: 7998.538086
	Iteration 3Q: 3 clusters Score -110029.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110183.742188 Penalty: 7998.538086
	Iteration 4Q: 3 clusters Score -110183.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110288.546875 Penalty: 7998.538086
	Iteration 5Q: 3 clusters Score -110288.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110400.125000 Penalty: 7998.538086
	Iteration 6Q: 3 clusters Score -110400.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -110529.125000 Penalty: 7998.538086
	Iteration 7Q: 3 clusters Score -110529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110616.585938 Penalty: 7998.538086
	Iteration 8Q: 3 clusters Score -110616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110687.820312 Penalty: 7998.538086
	Iteration 9Q: 3 clusters Score -110687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110730.554688 Penalty: 7998.538086
	Iteration 10Q: 3 clusters Score -110730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110765.554688 Penalty: 7998.538086
	Iteration 11Q: 3 clusters Score -110765.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110815.031250 Penalty: 7998.538086
	Iteration 12Q: 3 clusters Score -110815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110884.625000 Penalty: 7998.538086
	Iteration 13Q: 3 clusters Score -110884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110954.960938 Penalty: 7998.538086
	Iteration 14Q: 3 clusters Score -110955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111057.609375 Penalty: 7998.538086
	Iteration 15Q: 3 clusters Score -111057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111079.757812 Penalty: 7998.538086
	Iteration 16Q: 3 clusters Score -111079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111099.343750 Penalty: 7998.538086
	Iteration 17Q: 3 clusters Score -111099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111126.218750 Penalty: 7998.538086
	Iteration 18Q: 3 clusters Score -111126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111138.187500 Penalty: 7998.538086
	Iteration 19Q: 3 clusters Score -111138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111141.898438 Penalty: 7998.538086
	Iteration 20F: 3 clusters Score -111141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111150.179688 Penalty: 7998.538086
	Iteration 21Q: 3 clusters Score -111150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111161.546875 Penalty: 7998.538086
	Iteration 22Q: 3 clusters Score -111161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111167.460938 Penalty: 7998.538086
	Iteration 23Q: 3 clusters Score -111167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111174.562500 Penalty: 7998.538086
	Iteration 24Q: 3 clusters Score -111174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111184.804688 Penalty: 7998.538086
	Iteration 25Q: 3 clusters Score -111184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111196.343750 Penalty: 7998.538086
	Iteration 26Q: 3 clusters Score -111196.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111203.171875 Penalty: 7998.538086
	Iteration 27Q: 3 clusters Score -111203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111209.882812 Penalty: 7998.538086
	Iteration 28F: 3 clusters Score -111209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111218.125000 Penalty: 7998.538086
	Iteration 29Q: 3 clusters Score -111218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111228.609375 Penalty: 7998.538086
	Iteration 30Q: 3 clusters Score -111228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111253.007812 Penalty: 7998.538086
	Iteration 31Q: 3 clusters Score -111253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111286.781250 Penalty: 7998.538086
	Iteration 32Q: 3 clusters Score -111286.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111327.796875 Penalty: 7998.538086
	Iteration 33Q: 3 clusters Score -111327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111362.429688 Penalty: 7998.538086
	Iteration 34Q: 3 clusters Score -111362.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111413.093750 Penalty: 7998.538086
	Iteration 35Q: 3 clusters Score -111413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -111559.187500 Penalty: 7998.538086
	Iteration 36Q: 3 clusters Score -111559.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -111966.296875 Penalty: 7998.538086
	Iteration 37Q: 3 clusters Score -111966.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112181.140625 Penalty: 7998.538086
	Iteration 38Q: 3 clusters Score -112181.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112230.476562 Penalty: 7998.538086
	Iteration 39Q: 3 clusters Score -112230.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -112324.515625 Penalty: 7998.538086
	Iteration 40F: 3 clusters Score -112324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112570.484375 Penalty: 7998.538086
	Iteration 41Q: 3 clusters Score -112570.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112858.125000 Penalty: 7998.538086
	Iteration 42Q: 3 clusters Score -112858.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112858.125000 Penalty: 7998.538086
	Iteration 43F: 3 clusters Score -112858.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87581 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 33814 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37675 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 25088 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 75954 members 
Mstep: Class 23 contains 424 members 
Entering Unmasked Estep 
Score: -89432944.000000 Penalty: 183124.609375
Splitting cluster 14 changes total score from -89436608.000000 to -89432944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -179557.375000 Penalty: 4175.921387
	Iteration 0F: 2 clusters Score -179557.4 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 473 members 
Entering Unmasked Estep 
Score: -175519.921875 Penalty: 8351.842773
	Iteration 0F: 3 clusters Score -175519.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -175796.703125 Penalty: 8351.842773
	Iteration 1F: 3 clusters Score -175796.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -175922.140625 Penalty: 8351.842773
	Iteration 2Q: 3 clusters Score -175922.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -175996.078125 Penalty: 8351.842773
	Iteration 3Q: 3 clusters Score -175996.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -176032.703125 Penalty: 8351.842773
	Iteration 4Q: 3 clusters Score -176032.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -176066.062500 Penalty: 8351.842773
	Iteration 5Q: 3 clusters Score -176066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -176071.906250 Penalty: 8351.842773
	Iteration 6Q: 3 clusters Score -176071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -176075.437500 Penalty: 8351.842773
	Iteration 7Q: 3 clusters Score -176075.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -176075.437500 Penalty: 8351.842773
	Iteration 8F: 3 clusters Score -176075.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Entering Unmasked Estep 
Score: -5174709.500000 Penalty: 6204.713867
	Iteration 0F: 2 clusters Score -5174710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -5154967.500000 Penalty: 12409.427734
	Iteration 0F: 3 clusters Score -5154968 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -5160414.500000 Penalty: 12409.427734
	Iteration 1F: 3 clusters Score -5160414 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -5161058.500000 Penalty: 12409.427734
	Iteration 2F: 3 clusters Score -5161058 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -5161577.500000 Penalty: 12409.427734
	Iteration 3Q: 3 clusters Score -5161578 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -5161922.500000 Penalty: 12409.427734
	Iteration 4Q: 3 clusters Score -5161922 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -5162295.500000 Penalty: 12409.427734
	Iteration 5Q: 3 clusters Score -5162296 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -5162651.000000 Penalty: 12409.427734
	Iteration 6Q: 3 clusters Score -5162651 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -5163062.000000 Penalty: 12409.427734
	Iteration 7Q: 3 clusters Score -5163062 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -5163490.500000 Penalty: 12409.427734
	Iteration 8Q: 3 clusters Score -5163490 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -5163912.000000 Penalty: 12409.427734
	Iteration 9Q: 3 clusters Score -5163912 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -5164359.500000 Penalty: 12409.427734
	Iteration 10Q: 3 clusters Score -5164360 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -5164762.500000 Penalty: 12409.427734
	Iteration 11Q: 3 clusters Score -5164762 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -5165229.500000 Penalty: 12409.427734
	Iteration 12Q: 3 clusters Score -5165230 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -5165683.000000 Penalty: 12409.427734
	Iteration 13Q: 3 clusters Score -5165683 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -5166137.500000 Penalty: 12409.427734
	Iteration 14Q: 3 clusters Score -5166138 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -5166522.500000 Penalty: 12409.427734
	Iteration 15Q: 3 clusters Score -5166522 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -5166899.000000 Penalty: 12409.427734
	Iteration 16Q: 3 clusters Score -5166899 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -5167250.500000 Penalty: 12409.427734
	Iteration 17Q: 3 clusters Score -5167250 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -5167576.000000 Penalty: 12409.427734
	Iteration 18Q: 3 clusters Score -5167576 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -5167803.000000 Penalty: 12409.427734
	Iteration 19Q: 3 clusters Score -5167803 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -5168014.500000 Penalty: 12409.427734
	Iteration 20F: 3 clusters Score -5168014 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -5168160.500000 Penalty: 12409.427734
	Iteration 21Q: 3 clusters Score -5168160 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -5168303.500000 Penalty: 12409.427734
	Iteration 22Q: 3 clusters Score -5168304 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -5168395.000000 Penalty: 12409.427734
	Iteration 23Q: 3 clusters Score -5168395 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -5168474.000000 Penalty: 12409.427734
	Iteration 24Q: 3 clusters Score -5168474 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -5168524.000000 Penalty: 12409.427734
	Iteration 25Q: 3 clusters Score -5168524 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -5168573.000000 Penalty: 12409.427734
	Iteration 26Q: 3 clusters Score -5168573 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -5168577.500000 Penalty: 12409.427734
	Iteration 27Q: 3 clusters Score -5168578 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -5168594.500000 Penalty: 12409.427734
	Iteration 28Q: 3 clusters Score -5168594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -5168610.500000 Penalty: 12409.427734
	Iteration 29Q: 3 clusters Score -5168610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -5168629.500000 Penalty: 12409.427734
	Iteration 30Q: 3 clusters Score -5168630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -5168621.000000 Penalty: 12409.427734
	Iteration 31Q: 3 clusters Score -5168621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -5168637.000000 Penalty: 12409.427734
	Iteration 32Q: 3 clusters Score -5168637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -5168636.500000 Penalty: 12409.427734
	Iteration 33Q: 3 clusters Score -5168636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -5168640.000000 Penalty: 12409.427734
	Iteration 34Q: 3 clusters Score -5168640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -5168630.500000 Penalty: 12409.427734
	Iteration 35Q: 3 clusters Score -5168630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -5168637.500000 Penalty: 12409.427734
	Iteration 36Q: 3 clusters Score -5168638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -5168635.500000 Penalty: 12409.427734
	Iteration 37Q: 3 clusters Score -5168636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -5168648.500000 Penalty: 12409.427734
	Iteration 38Q: 3 clusters Score -5168648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -5168656.500000 Penalty: 12409.427734
	Iteration 39Q: 3 clusters Score -5168656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -5168666.000000 Penalty: 12409.427734
	Iteration 40F: 3 clusters Score -5168666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -5168667.500000 Penalty: 12409.427734
	Iteration 41Q: 3 clusters Score -5168668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -5168655.500000 Penalty: 12409.427734
	Iteration 42Q: 3 clusters Score -5168656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -5168661.000000 Penalty: 12409.427734
	Iteration 43Q: 3 clusters Score -5168661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -5168660.500000 Penalty: 12409.427734
	Iteration 44Q: 3 clusters Score -5168660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -5168661.500000 Penalty: 12409.427734
	Iteration 45Q: 3 clusters Score -5168662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -5168666.000000 Penalty: 12409.427734
	Iteration 46Q: 3 clusters Score -5168666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5168666.500000 Penalty: 12409.427734
	Iteration 47Q: 3 clusters Score -5168666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5168652.500000 Penalty: 12409.427734
	Iteration 48Q: 3 clusters Score -5168652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5168652.500000 Penalty: 12409.427734
	Iteration 49F: 3 clusters Score -5168652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Entering Unmasked Estep 
Score: -5067568.500000 Penalty: 6195.984863
	Iteration 0F: 2 clusters Score -5067568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -5048044.000000 Penalty: 12391.969727
	Iteration 0F: 3 clusters Score -5048044 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -5053696.000000 Penalty: 12391.969727
	Iteration 1F: 3 clusters Score -5053696 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -5054444.000000 Penalty: 12391.969727
	Iteration 2F: 3 clusters Score -5054444 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -5054981.500000 Penalty: 12391.969727
	Iteration 3F: 3 clusters Score -5054982 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5055474.000000 Penalty: 12391.969727
	Iteration 4Q: 3 clusters Score -5055474 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -5055902.500000 Penalty: 12391.969727
	Iteration 5Q: 3 clusters Score -5055902 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -5056411.500000 Penalty: 12391.969727
	Iteration 6Q: 3 clusters Score -5056412 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -5056883.000000 Penalty: 12391.969727
	Iteration 7Q: 3 clusters Score -5056883 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -5057421.500000 Penalty: 12391.969727
	Iteration 8Q: 3 clusters Score -5057422 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5057982.500000 Penalty: 12391.969727
	Iteration 9Q: 3 clusters Score -5057982 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -5058580.500000 Penalty: 12391.969727
	Iteration 10Q: 3 clusters Score -5058580 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -5059153.000000 Penalty: 12391.969727
	Iteration 11Q: 3 clusters Score -5059153 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5059726.500000 Penalty: 12391.969727
	Iteration 12Q: 3 clusters Score -5059726 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5060221.500000 Penalty: 12391.969727
	Iteration 13Q: 3 clusters Score -5060222 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -5060627.000000 Penalty: 12391.969727
	Iteration 14Q: 3 clusters Score -5060627 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -5060897.000000 Penalty: 12391.969727
	Iteration 15Q: 3 clusters Score -5060897 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -5061116.000000 Penalty: 12391.969727
	Iteration 16Q: 3 clusters Score -5061116 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -5061333.000000 Penalty: 12391.969727
	Iteration 17Q: 3 clusters Score -5061333 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -5061503.000000 Penalty: 12391.969727
	Iteration 18Q: 3 clusters Score -5061503 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -5061651.500000 Penalty: 12391.969727
	Iteration 19Q: 3 clusters Score -5061652 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -5061757.500000 Penalty: 12391.969727
	Iteration 20F: 3 clusters Score -5061758 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -5061839.000000 Penalty: 12391.969727
	Iteration 21Q: 3 clusters Score -5061839 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -5061929.500000 Penalty: 12391.969727
	Iteration 22Q: 3 clusters Score -5061930 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -5062007.500000 Penalty: 12391.969727
	Iteration 23Q: 3 clusters Score -5062008 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -5062095.500000 Penalty: 12391.969727
	Iteration 24Q: 3 clusters Score -5062096 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -5062165.000000 Penalty: 12391.969727
	Iteration 25Q: 3 clusters Score -5062165 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -5062240.500000 Penalty: 12391.969727
	Iteration 26Q: 3 clusters Score -5062240 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -5062282.500000 Penalty: 12391.969727
	Iteration 27Q: 3 clusters Score -5062282 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -5062334.500000 Penalty: 12391.969727
	Iteration 28Q: 3 clusters Score -5062334 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -5062391.500000 Penalty: 12391.969727
	Iteration 29Q: 3 clusters Score -5062392 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5062459.500000 Penalty: 12391.969727
	Iteration 30Q: 3 clusters Score -5062460 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5062488.000000 Penalty: 12391.969727
	Iteration 31Q: 3 clusters Score -5062488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5062538.000000 Penalty: 12391.969727
	Iteration 32Q: 3 clusters Score -5062538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5062575.500000 Penalty: 12391.969727
	Iteration 33Q: 3 clusters Score -5062576 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -5062603.000000 Penalty: 12391.969727
	Iteration 34Q: 3 clusters Score -5062603 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -5062633.500000 Penalty: 12391.969727
	Iteration 35Q: 3 clusters Score -5062634 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -5062674.000000 Penalty: 12391.969727
	Iteration 36Q: 3 clusters Score -5062674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5062707.000000 Penalty: 12391.969727
	Iteration 37Q: 3 clusters Score -5062707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -5062727.000000 Penalty: 12391.969727
	Iteration 38Q: 3 clusters Score -5062727 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -5062750.500000 Penalty: 12391.969727
	Iteration 39Q: 3 clusters Score -5062750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5062794.500000 Penalty: 12391.969727
	Iteration 40F: 3 clusters Score -5062794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5062796.000000 Penalty: 12391.969727
	Iteration 41Q: 3 clusters Score -5062796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5062814.000000 Penalty: 12391.969727
	Iteration 42Q: 3 clusters Score -5062814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -5062812.000000 Penalty: 12391.969727
	Iteration 43Q: 3 clusters Score -5062812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -5062832.000000 Penalty: 12391.969727
	Iteration 44Q: 3 clusters Score -5062832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5062836.000000 Penalty: 12391.969727
	Iteration 45Q: 3 clusters Score -5062836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -5062860.000000 Penalty: 12391.969727
	Iteration 46Q: 3 clusters Score -5062860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -5062866.000000 Penalty: 12391.969727
	Iteration 47Q: 3 clusters Score -5062866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5062867.000000 Penalty: 12391.969727
	Iteration 48Q: 3 clusters Score -5062867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5062887.000000 Penalty: 12391.969727
	Iteration 49Q: 3 clusters Score -5062887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -5062879.500000 Penalty: 12391.969727
	Iteration 50Q: 3 clusters Score -5062880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -5062887.500000 Penalty: 12391.969727
	Iteration 51Q: 3 clusters Score -5062888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -5062893.500000 Penalty: 12391.969727
	Iteration 52Q: 3 clusters Score -5062894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -5062893.500000 Penalty: 12391.969727
	Iteration 53Q: 3 clusters Score -5062894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -5062888.000000 Penalty: 12391.969727
	Iteration 54Q: 3 clusters Score -5062888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -5062881.000000 Penalty: 12391.969727
	Iteration 55Q: 3 clusters Score -5062881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5062890.500000 Penalty: 12391.969727
	Iteration 56Q: 3 clusters Score -5062890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5062896.500000 Penalty: 12391.969727
	Iteration 57Q: 3 clusters Score -5062896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -5062903.500000 Penalty: 12391.969727
	Iteration 58Q: 3 clusters Score -5062904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5062892.500000 Penalty: 12391.969727
	Iteration 59Q: 3 clusters Score -5062892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -5062900.500000 Penalty: 12391.969727
	Iteration 60F: 3 clusters Score -5062900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -5062898.000000 Penalty: 12391.969727
	Iteration 61Q: 3 clusters Score -5062898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -5062902.000000 Penalty: 12391.969727
	Iteration 62Q: 3 clusters Score -5062902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5062900.500000 Penalty: 12391.969727
	Iteration 63Q: 3 clusters Score -5062900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -5062906.000000 Penalty: 12391.969727
	Iteration 64Q: 3 clusters Score -5062906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5062907.500000 Penalty: 12391.969727
	Iteration 65Q: 3 clusters Score -5062908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5062907.500000 Penalty: 12391.969727
	Iteration 66F: 3 clusters Score -5062908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -120041.953125 Penalty: 3939.190430
	Iteration 0F: 2 clusters Score -120042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -116480.718750 Penalty: 7878.380859
	Iteration 0F: 3 clusters Score -116480.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -116822.015625 Penalty: 7878.380859
	Iteration 1F: 3 clusters Score -116822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -116905.992188 Penalty: 7878.380859
	Iteration 2Q: 3 clusters Score -116906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -116928.718750 Penalty: 7878.380859
	Iteration 3Q: 3 clusters Score -116928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -116943.914062 Penalty: 7878.380859
	Iteration 4Q: 3 clusters Score -116943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -116948.757812 Penalty: 7878.380859
	Iteration 5Q: 3 clusters Score -116948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -116953.093750 Penalty: 7878.380859
	Iteration 6Q: 3 clusters Score -116953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -116956.921875 Penalty: 7878.380859
	Iteration 7Q: 3 clusters Score -116956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -116959.398438 Penalty: 7878.380859
	Iteration 8Q: 3 clusters Score -116959.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -116959.398438 Penalty: 7878.380859
	Iteration 9F: 3 clusters Score -116959.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Entering Unmasked Estep 
Score: -5215895.000000 Penalty: 6209.431641
	Iteration 0F: 2 clusters Score -5215895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -5196104.500000 Penalty: 12418.863281
	Iteration 0F: 3 clusters Score -5196104 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5201619.000000 Penalty: 12418.863281
	Iteration 1F: 3 clusters Score -5201619 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -5202316.500000 Penalty: 12418.863281
	Iteration 2F: 3 clusters Score -5202316 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -5202801.000000 Penalty: 12418.863281
	Iteration 3Q: 3 clusters Score -5202801 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -5203192.000000 Penalty: 12418.863281
	Iteration 4Q: 3 clusters Score -5203192 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5203501.500000 Penalty: 12418.863281
	Iteration 5Q: 3 clusters Score -5203502 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -5203776.000000 Penalty: 12418.863281
	Iteration 6Q: 3 clusters Score -5203776 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -5204023.000000 Penalty: 12418.863281
	Iteration 7Q: 3 clusters Score -5204023 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -5204244.000000 Penalty: 12418.863281
	Iteration 8Q: 3 clusters Score -5204244 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -5204495.000000 Penalty: 12418.863281
	Iteration 9Q: 3 clusters Score -5204495 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -5204774.000000 Penalty: 12418.863281
	Iteration 10Q: 3 clusters Score -5204774 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -5205109.000000 Penalty: 12418.863281
	Iteration 11Q: 3 clusters Score -5205109 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5205523.500000 Penalty: 12418.863281
	Iteration 12Q: 3 clusters Score -5205524 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -5206089.500000 Penalty: 12418.863281
	Iteration 13Q: 3 clusters Score -5206090 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -5206697.000000 Penalty: 12418.863281
	Iteration 14Q: 3 clusters Score -5206697 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5207351.000000 Penalty: 12418.863281
	Iteration 15Q: 3 clusters Score -5207351 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -5208043.500000 Penalty: 12418.863281
	Iteration 16Q: 3 clusters Score -5208044 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5208628.500000 Penalty: 12418.863281
	Iteration 17Q: 3 clusters Score -5208628 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -5209143.000000 Penalty: 12418.863281
	Iteration 18Q: 3 clusters Score -5209143 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -5209501.500000 Penalty: 12418.863281
	Iteration 19Q: 3 clusters Score -5209502 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -5209753.000000 Penalty: 12418.863281
	Iteration 20F: 3 clusters Score -5209753 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -5209933.500000 Penalty: 12418.863281
	Iteration 21Q: 3 clusters Score -5209934 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -5210052.500000 Penalty: 12418.863281
	Iteration 22Q: 3 clusters Score -5210052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -5210137.500000 Penalty: 12418.863281
	Iteration 23Q: 3 clusters Score -5210138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -5210197.000000 Penalty: 12418.863281
	Iteration 24Q: 3 clusters Score -5210197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -5210239.000000 Penalty: 12418.863281
	Iteration 25Q: 3 clusters Score -5210239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -5210268.500000 Penalty: 12418.863281
	Iteration 26Q: 3 clusters Score -5210268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -5210295.000000 Penalty: 12418.863281
	Iteration 27Q: 3 clusters Score -5210295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -5210315.500000 Penalty: 12418.863281
	Iteration 28Q: 3 clusters Score -5210316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -5210346.500000 Penalty: 12418.863281
	Iteration 29Q: 3 clusters Score -5210346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -5210357.500000 Penalty: 12418.863281
	Iteration 30Q: 3 clusters Score -5210358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -5210362.000000 Penalty: 12418.863281
	Iteration 31Q: 3 clusters Score -5210362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -5210367.500000 Penalty: 12418.863281
	Iteration 32Q: 3 clusters Score -5210368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5210379.000000 Penalty: 12418.863281
	Iteration 33Q: 3 clusters Score -5210379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -5210385.500000 Penalty: 12418.863281
	Iteration 34Q: 3 clusters Score -5210386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -5210387.500000 Penalty: 12418.863281
	Iteration 35Q: 3 clusters Score -5210388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -5210394.000000 Penalty: 12418.863281
	Iteration 36Q: 3 clusters Score -5210394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -5210398.500000 Penalty: 12418.863281
	Iteration 37Q: 3 clusters Score -5210398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5210407.500000 Penalty: 12418.863281
	Iteration 38Q: 3 clusters Score -5210408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -5210410.000000 Penalty: 12418.863281
	Iteration 39Q: 3 clusters Score -5210410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -5210414.000000 Penalty: 12418.863281
	Iteration 40F: 3 clusters Score -5210414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -5210408.000000 Penalty: 12418.863281
	Iteration 41Q: 3 clusters Score -5210408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -5210408.000000 Penalty: 12418.863281
	Iteration 42F: 3 clusters Score -5210408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Entering Unmasked Estep 
Score: -2412671.500000 Penalty: 5763.982422
	Iteration 0F: 2 clusters Score -2412672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2401009.000000 Penalty: 11527.964844
	Iteration 0F: 3 clusters Score -2401009 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2403606.500000 Penalty: 11527.964844
	Iteration 1F: 3 clusters Score -2403606 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2404163.500000 Penalty: 11527.964844
	Iteration 2F: 3 clusters Score -2404164 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2404553.500000 Penalty: 11527.964844
	Iteration 3F: 3 clusters Score -2404554 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2404904.750000 Penalty: 11527.964844
	Iteration 4Q: 3 clusters Score -2404905 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2405217.750000 Penalty: 11527.964844
	Iteration 5Q: 3 clusters Score -2405218 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2405527.250000 Penalty: 11527.964844
	Iteration 6Q: 3 clusters Score -2405527 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2405863.500000 Penalty: 11527.964844
	Iteration 7Q: 3 clusters Score -2405864 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2406233.750000 Penalty: 11527.964844
	Iteration 8Q: 3 clusters Score -2406234 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2406589.000000 Penalty: 11527.964844
	Iteration 9Q: 3 clusters Score -2406589 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2406936.250000 Penalty: 11527.964844
	Iteration 10Q: 3 clusters Score -2406936 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2407256.750000 Penalty: 11527.964844
	Iteration 11Q: 3 clusters Score -2407257 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2407519.500000 Penalty: 11527.964844
	Iteration 12Q: 3 clusters Score -2407520 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2407708.750000 Penalty: 11527.964844
	Iteration 13Q: 3 clusters Score -2407709 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2407856.500000 Penalty: 11527.964844
	Iteration 14Q: 3 clusters Score -2407856 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2407979.000000 Penalty: 11527.964844
	Iteration 15Q: 3 clusters Score -2407979 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2408064.000000 Penalty: 11527.964844
	Iteration 16Q: 3 clusters Score -2408064 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2408144.250000 Penalty: 11527.964844
	Iteration 17Q: 3 clusters Score -2408144 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2408192.500000 Penalty: 11527.964844
	Iteration 18Q: 3 clusters Score -2408192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2408220.000000 Penalty: 11527.964844
	Iteration 19Q: 3 clusters Score -2408220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2408259.000000 Penalty: 11527.964844
	Iteration 20F: 3 clusters Score -2408259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2408277.000000 Penalty: 11527.964844
	Iteration 21Q: 3 clusters Score -2408277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2408298.500000 Penalty: 11527.964844
	Iteration 22Q: 3 clusters Score -2408298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2408312.750000 Penalty: 11527.964844
	Iteration 23Q: 3 clusters Score -2408313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2408325.500000 Penalty: 11527.964844
	Iteration 24Q: 3 clusters Score -2408326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2408343.250000 Penalty: 11527.964844
	Iteration 25Q: 3 clusters Score -2408343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2408355.000000 Penalty: 11527.964844
	Iteration 26Q: 3 clusters Score -2408355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2408365.000000 Penalty: 11527.964844
	Iteration 27Q: 3 clusters Score -2408365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2408373.250000 Penalty: 11527.964844
	Iteration 28Q: 3 clusters Score -2408373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2408381.000000 Penalty: 11527.964844
	Iteration 29Q: 3 clusters Score -2408381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2408402.250000 Penalty: 11527.964844
	Iteration 30Q: 3 clusters Score -2408402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2408413.750000 Penalty: 11527.964844
	Iteration 31Q: 3 clusters Score -2408414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2408417.000000 Penalty: 11527.964844
	Iteration 32Q: 3 clusters Score -2408417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2408425.750000 Penalty: 11527.964844
	Iteration 33Q: 3 clusters Score -2408426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2408432.250000 Penalty: 11527.964844
	Iteration 34Q: 3 clusters Score -2408432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2408439.750000 Penalty: 11527.964844
	Iteration 35Q: 3 clusters Score -2408440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2408457.750000 Penalty: 11527.964844
	Iteration 36Q: 3 clusters Score -2408458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2408475.000000 Penalty: 11527.964844
	Iteration 37Q: 3 clusters Score -2408475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2408480.000000 Penalty: 11527.964844
	Iteration 38Q: 3 clusters Score -2408480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2408493.750000 Penalty: 11527.964844
	Iteration 39Q: 3 clusters Score -2408494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2408499.500000 Penalty: 11527.964844
	Iteration 40F: 3 clusters Score -2408500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2408515.250000 Penalty: 11527.964844
	Iteration 41Q: 3 clusters Score -2408515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2408528.000000 Penalty: 11527.964844
	Iteration 42Q: 3 clusters Score -2408528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2408541.250000 Penalty: 11527.964844
	Iteration 43Q: 3 clusters Score -2408541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2408545.000000 Penalty: 11527.964844
	Iteration 44Q: 3 clusters Score -2408545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2408556.250000 Penalty: 11527.964844
	Iteration 45Q: 3 clusters Score -2408556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2408562.750000 Penalty: 11527.964844
	Iteration 46Q: 3 clusters Score -2408563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2408573.500000 Penalty: 11527.964844
	Iteration 47Q: 3 clusters Score -2408574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2408587.750000 Penalty: 11527.964844
	Iteration 48Q: 3 clusters Score -2408588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2408591.000000 Penalty: 11527.964844
	Iteration 49Q: 3 clusters Score -2408591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2408605.000000 Penalty: 11527.964844
	Iteration 50Q: 3 clusters Score -2408605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2408611.250000 Penalty: 11527.964844
	Iteration 51Q: 3 clusters Score -2408611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2408616.500000 Penalty: 11527.964844
	Iteration 52Q: 3 clusters Score -2408616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2408630.250000 Penalty: 11527.964844
	Iteration 53Q: 3 clusters Score -2408630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2408641.000000 Penalty: 11527.964844
	Iteration 54Q: 3 clusters Score -2408641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2408658.250000 Penalty: 11527.964844
	Iteration 55Q: 3 clusters Score -2408658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2408664.750000 Penalty: 11527.964844
	Iteration 56Q: 3 clusters Score -2408665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2408674.750000 Penalty: 11527.964844
	Iteration 57Q: 3 clusters Score -2408675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2408680.750000 Penalty: 11527.964844
	Iteration 58Q: 3 clusters Score -2408681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2408683.250000 Penalty: 11527.964844
	Iteration 59Q: 3 clusters Score -2408683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2408687.500000 Penalty: 11527.964844
	Iteration 60F: 3 clusters Score -2408688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2408685.250000 Penalty: 11527.964844
	Iteration 61Q: 3 clusters Score -2408685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2408690.750000 Penalty: 11527.964844
	Iteration 62Q: 3 clusters Score -2408691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2408694.750000 Penalty: 11527.964844
	Iteration 63Q: 3 clusters Score -2408695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2408690.500000 Penalty: 11527.964844
	Iteration 64Q: 3 clusters Score -2408690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2408694.000000 Penalty: 11527.964844
	Iteration 65Q: 3 clusters Score -2408694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2408693.250000 Penalty: 11527.964844
	Iteration 66Q: 3 clusters Score -2408693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2408695.500000 Penalty: 11527.964844
	Iteration 67Q: 3 clusters Score -2408696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2408691.750000 Penalty: 11527.964844
	Iteration 68Q: 3 clusters Score -2408692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2408693.000000 Penalty: 11527.964844
	Iteration 69Q: 3 clusters Score -2408693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2408693.000000 Penalty: 11527.964844
	Iteration 70F: 3 clusters Score -2408693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -1296057.875000 Penalty: 5355.706055
	Iteration 0F: 2 clusters Score -1296058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1288154.000000 Penalty: 10711.412109
	Iteration 0F: 3 clusters Score -1288154 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1289487.750000 Penalty: 10711.412109
	Iteration 1F: 3 clusters Score -1289488 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1289810.000000 Penalty: 10711.412109
	Iteration 2F: 3 clusters Score -1289810 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1290022.625000 Penalty: 10711.412109
	Iteration 3Q: 3 clusters Score -1290023 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1290161.250000 Penalty: 10711.412109
	Iteration 4Q: 3 clusters Score -1290161 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1290253.000000 Penalty: 10711.412109
	Iteration 5Q: 3 clusters Score -1290253 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1290304.125000 Penalty: 10711.412109
	Iteration 6Q: 3 clusters Score -1290304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1290333.625000 Penalty: 10711.412109
	Iteration 7Q: 3 clusters Score -1290334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1290359.250000 Penalty: 10711.412109
	Iteration 8Q: 3 clusters Score -1290359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1290375.500000 Penalty: 10711.412109
	Iteration 9Q: 3 clusters Score -1290376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1290393.250000 Penalty: 10711.412109
	Iteration 10Q: 3 clusters Score -1290393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1290401.125000 Penalty: 10711.412109
	Iteration 11Q: 3 clusters Score -1290401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1290407.750000 Penalty: 10711.412109
	Iteration 12Q: 3 clusters Score -1290408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1290411.125000 Penalty: 10711.412109
	Iteration 13Q: 3 clusters Score -1290411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1290419.500000 Penalty: 10711.412109
	Iteration 14Q: 3 clusters Score -1290420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1290423.000000 Penalty: 10711.412109
	Iteration 15Q: 3 clusters Score -1290423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1290427.000000 Penalty: 10711.412109
	Iteration 16Q: 3 clusters Score -1290427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1290430.125000 Penalty: 10711.412109
	Iteration 17Q: 3 clusters Score -1290430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1290433.750000 Penalty: 10711.412109
	Iteration 18Q: 3 clusters Score -1290434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1290435.625000 Penalty: 10711.412109
	Iteration 19Q: 3 clusters Score -1290436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1290437.500000 Penalty: 10711.412109
	Iteration 20F: 3 clusters Score -1290438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1290440.750000 Penalty: 10711.412109
	Iteration 21Q: 3 clusters Score -1290441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1290438.500000 Penalty: 10711.412109
	Iteration 22Q: 3 clusters Score -1290438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1290439.875000 Penalty: 10711.412109
	Iteration 23Q: 3 clusters Score -1290440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1290445.125000 Penalty: 10711.412109
	Iteration 24Q: 3 clusters Score -1290445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1290445.500000 Penalty: 10711.412109
	Iteration 25Q: 3 clusters Score -1290446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1290448.875000 Penalty: 10711.412109
	Iteration 26Q: 3 clusters Score -1290449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1290452.875000 Penalty: 10711.412109
	Iteration 27Q: 3 clusters Score -1290453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1290450.625000 Penalty: 10711.412109
	Iteration 28Q: 3 clusters Score -1290451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1290454.125000 Penalty: 10711.412109
	Iteration 29Q: 3 clusters Score -1290454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1290457.000000 Penalty: 10711.412109
	Iteration 30Q: 3 clusters Score -1290457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1290458.625000 Penalty: 10711.412109
	Iteration 31Q: 3 clusters Score -1290459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1290463.125000 Penalty: 10711.412109
	Iteration 32Q: 3 clusters Score -1290463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1290462.750000 Penalty: 10711.412109
	Iteration 33Q: 3 clusters Score -1290463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1290465.125000 Penalty: 10711.412109
	Iteration 34Q: 3 clusters Score -1290465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1290466.250000 Penalty: 10711.412109
	Iteration 35Q: 3 clusters Score -1290466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1290466.125000 Penalty: 10711.412109
	Iteration 36Q: 3 clusters Score -1290466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1290470.625000 Penalty: 10711.412109
	Iteration 37Q: 3 clusters Score -1290471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1290472.375000 Penalty: 10711.412109
	Iteration 38Q: 3 clusters Score -1290472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1290469.375000 Penalty: 10711.412109
	Iteration 39Q: 3 clusters Score -1290469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1290471.625000 Penalty: 10711.412109
	Iteration 40F: 3 clusters Score -1290472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1290471.625000 Penalty: 10711.412109
	Iteration 41Q: 3 clusters Score -1290472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1290471.625000 Penalty: 10711.412109
	Iteration 42F: 3 clusters Score -1290472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Entering Unmasked Estep 
Score: -15728770.000000 Penalty: 6883.203613
	Iteration 0F: 2 clusters Score -1.572877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -15676145.000000 Penalty: 13766.407227
	Iteration 0F: 3 clusters Score -1.567614e+07 nChanged 34336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -15694909.000000 Penalty: 13766.407227
	Iteration 1F: 3 clusters Score -1.569491e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -15695971.000000 Penalty: 13766.407227
	Iteration 2Q: 3 clusters Score -1.569597e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -15696995.000000 Penalty: 13766.407227
	Iteration 3Q: 3 clusters Score -1.5697e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -15698186.000000 Penalty: 13766.407227
	Iteration 4Q: 3 clusters Score -1.569819e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -15699752.000000 Penalty: 13766.407227
	Iteration 5Q: 3 clusters Score -1.569975e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -15702180.000000 Penalty: 13766.407227
	Iteration 6F: 3 clusters Score -1.570218e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -15705482.000000 Penalty: 13766.407227
	Iteration 7F: 3 clusters Score -1.570548e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -15709042.000000 Penalty: 13766.407227
	Iteration 8F: 3 clusters Score -1.570904e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -15712510.000000 Penalty: 13766.407227
	Iteration 9F: 3 clusters Score -1.571251e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -15715759.000000 Penalty: 13766.407227
	Iteration 10F: 3 clusters Score -1.571576e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -15718686.000000 Penalty: 13766.407227
	Iteration 11Q: 3 clusters Score -1.571869e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -15721139.000000 Penalty: 13766.407227
	Iteration 12Q: 3 clusters Score -1.572114e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -15722664.000000 Penalty: 13766.407227
	Iteration 13Q: 3 clusters Score -1.572266e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -15723628.000000 Penalty: 13766.407227
	Iteration 14Q: 3 clusters Score -1.572363e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -15724101.000000 Penalty: 13766.407227
	Iteration 15Q: 3 clusters Score -1.57241e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -15724277.000000 Penalty: 13766.407227
	Iteration 16Q: 3 clusters Score -1.572428e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -15724411.000000 Penalty: 13766.407227
	Iteration 17Q: 3 clusters Score -1.572441e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -15724480.000000 Penalty: 13766.407227
	Iteration 18Q: 3 clusters Score -1.572448e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -15724570.000000 Penalty: 13766.407227
	Iteration 19Q: 3 clusters Score -1.572457e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -15724632.000000 Penalty: 13766.407227
	Iteration 20F: 3 clusters Score -1.572463e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -15724651.000000 Penalty: 13766.407227
	Iteration 21Q: 3 clusters Score -1.572465e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -15724707.000000 Penalty: 13766.407227
	Iteration 22Q: 3 clusters Score -1.572471e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -15724713.000000 Penalty: 13766.407227
	Iteration 23Q: 3 clusters Score -1.572471e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -15724687.000000 Penalty: 13766.407227
	Iteration 24Q: 3 clusters Score -1.572469e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -15724678.000000 Penalty: 13766.407227
	Iteration 25Q: 3 clusters Score -1.572468e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -15724672.000000 Penalty: 13766.407227
	Iteration 26Q: 3 clusters Score -1.572467e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -15724683.000000 Penalty: 13766.407227
	Iteration 27Q: 3 clusters Score -1.572468e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -15724719.000000 Penalty: 13766.407227
	Iteration 28Q: 3 clusters Score -1.572472e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -15724759.000000 Penalty: 13766.407227
	Iteration 29Q: 3 clusters Score -1.572476e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -15724774.000000 Penalty: 13766.407227
	Iteration 30Q: 3 clusters Score -1.572477e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -15724741.000000 Penalty: 13766.407227
	Iteration 31Q: 3 clusters Score -1.572474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
Score: -15724760.000000 Penalty: 13766.407227
	Iteration 32Q: 3 clusters Score -1.572476e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -15724767.000000 Penalty: 13766.407227
	Iteration 33Q: 3 clusters Score -1.572477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -15724782.000000 Penalty: 13766.407227
	Iteration 34Q: 3 clusters Score -1.572478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -15724779.000000 Penalty: 13766.407227
	Iteration 35Q: 3 clusters Score -1.572478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -15724790.000000 Penalty: 13766.407227
	Iteration 36Q: 3 clusters Score -1.572479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -15724786.000000 Penalty: 13766.407227
	Iteration 37Q: 3 clusters Score -1.572479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -15724780.000000 Penalty: 13766.407227
	Iteration 38Q: 3 clusters Score -1.572478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -15724767.000000 Penalty: 13766.407227
	Iteration 39Q: 3 clusters Score -1.572477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -15724766.000000 Penalty: 13766.407227
	Iteration 40F: 3 clusters Score -1.572477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -15724760.000000 Penalty: 13766.407227
	Iteration 41Q: 3 clusters Score -1.572476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -15724747.000000 Penalty: 13766.407227
	Iteration 42Q: 3 clusters Score -1.572475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -15724761.000000 Penalty: 13766.407227
	Iteration 43Q: 3 clusters Score -1.572476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -15724766.000000 Penalty: 13766.407227
	Iteration 44Q: 3 clusters Score -1.572477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -15724753.000000 Penalty: 13766.407227
	Iteration 45Q: 3 clusters Score -1.572475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -15724737.000000 Penalty: 13766.407227
	Iteration 46Q: 3 clusters Score -1.572474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -15724747.000000 Penalty: 13766.407227
	Iteration 47Q: 3 clusters Score -1.572475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -15724769.000000 Penalty: 13766.407227
	Iteration 48Q: 3 clusters Score -1.572477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -15724762.000000 Penalty: 13766.407227
	Iteration 49Q: 3 clusters Score -1.572476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 66954 members 
Entering Unmasked Estep 
Score: -15724770.000000 Penalty: 13766.407227
	Iteration 50Q: 3 clusters Score -1.572477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -15724763.000000 Penalty: 13766.407227
	Iteration 51Q: 3 clusters Score -1.572476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -15724749.000000 Penalty: 13766.407227
	Iteration 52Q: 3 clusters Score -1.572475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -15724760.000000 Penalty: 13766.407227
	Iteration 53Q: 3 clusters Score -1.572476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -15724754.000000 Penalty: 13766.407227
	Iteration 54Q: 3 clusters Score -1.572475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -15724766.000000 Penalty: 13766.407227
	Iteration 55Q: 3 clusters Score -1.572477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -15724767.000000 Penalty: 13766.407227
	Iteration 56Q: 3 clusters Score -1.572477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -15724766.000000 Penalty: 13766.407227
	Iteration 57Q: 3 clusters Score -1.572477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -15724768.000000 Penalty: 13766.407227
	Iteration 58Q: 3 clusters Score -1.572477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -15724767.000000 Penalty: 13766.407227
	Iteration 59Q: 3 clusters Score -1.572477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -15724767.000000 Penalty: 13766.407227
	Iteration 60F: 3 clusters Score -1.572477e+07 nChanged 0
--- Evaluating fit on full set of 1326027 points ---
Entering Unmasked Estep 
Score: -268745824.000000 Penalty: 189966.484375
21->23 Clusters: Score -268745824.000000, best is -268719840.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 442009 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 20692 members 
Mstep: Class 3 contains 21281 members 
Mstep: Class 4 contains 21086 members 
Mstep: Class 5 contains 21126 members 
Mstep: Class 6 contains 20880 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 21097 members 
Mstep: Class 9 contains 21008 members 
Mstep: Class 10 contains 21150 members 
Mstep: Class 11 contains 20921 members 
Mstep: Class 12 contains 21185 members 
Mstep: Class 13 contains 21044 members 
Mstep: Class 14 contains 20912 members 
Mstep: Class 15 contains 20963 members 
Mstep: Class 16 contains 20974 members 
Mstep: Class 17 contains 21123 members 
Mstep: Class 18 contains 21241 members 
Mstep: Class 19 contains 21059 members 
Mstep: Class 20 contains 21035 members 
Mstep: Class 21 contains 21156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 542.805481 but Gain 7961.937500
Score: -84975552.000000 Penalty: 159238.796875
Iteration 0F: 21 clusters Score -8.497555e+07 nChanged 415856
Entering Unmasked Mstep 
Mstep: Class 0 contains 2633 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 3 contains 4647 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 15084 members 
Mstep: Class 6 contains 47302 members 
Mstep: Class 7 contains 62679 members 
Mstep: Class 8 contains 8300 members 
Mstep: Class 9 contains 20370 members 
Mstep: Class 10 contains 9802 members 
Mstep: Class 11 contains 13435 members 
Mstep: Class 12 contains 5590 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 37705 members 
Mstep: Class 15 contains 10050 members 
Mstep: Class 16 contains 8209 members 
Mstep: Class 17 contains 30022 members 
Mstep: Class 18 contains 23833 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 106372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 743.278015 but Gain 7961.937500
Score: -87977480.000000 Penalty: 151276.859375
Iteration 1F: 20 clusters Score -8.797748e+07 nChanged 163157
Entering Unmasked Mstep 
Mstep: Class 0 contains 825 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 8500 members 
Mstep: Class 6 contains 59039 members 
Mstep: Class 7 contains 57294 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 16471 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 38328 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 6036 members 
Mstep: Class 17 contains 21348 members 
Mstep: Class 18 contains 48447 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 143623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3379.303955 but Gain 7961.937500
Score: -88678056.000000 Penalty: 143314.921875
Iteration 2F: 19 clusters Score -8.867806e+07 nChanged 124155
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 3 contains 502 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 4898 members 
Mstep: Class 6 contains 65873 members 
Mstep: Class 7 contains 35785 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 4322 members 
Mstep: Class 11 contains 9039 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 14 contains 27688 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 17774 members 
Mstep: Class 18 contains 83425 members 
Mstep: Class 19 contains 1134 members 
Mstep: Class 21 contains 153861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 4384.711426 but Gain 7961.937500
Score: -88953192.000000 Penalty: 135352.984375
Iteration 3F: 18 clusters Score -8.895319e+07 nChanged 87907
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 6 contains 74968 members 
Mstep: Class 7 contains 22791 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 10018 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 8588 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 14 contains 17980 members 
Mstep: Class 15 contains 4213 members 
Mstep: Class 16 contains 12526 members 
Mstep: Class 17 contains 22736 members 
Mstep: Class 18 contains 101682 members 
Mstep: Class 19 contains 969 members 
Mstep: Class 21 contains 152039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 5295.810059 but Gain 7961.945312
Score: -89092616.000000 Penalty: 127391.039062
Iteration 4F: 17 clusters Score -8.909262e+07 nChanged 59653
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 4379 members 
Mstep: Class 6 contains 85072 members 
Mstep: Class 7 contains 17778 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 11 contains 8014 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 14 contains 13456 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 28524 members 
Mstep: Class 18 contains 108112 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 21 contains 143280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 7289.216309 but Gain 7961.945312
Score: -89168312.000000 Penalty: 119429.093750
Iteration 5F: 16 clusters Score -8.916831e+07 nChanged 41741
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 3 contains 354 members 
Mstep: Class 6 contains 95331 members 
Mstep: Class 7 contains 16876 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 4411 members 
Mstep: Class 11 contains 7538 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 6406 members 
Mstep: Class 16 contains 17664 members 
Mstep: Class 17 contains 31825 members 
Mstep: Class 18 contains 110504 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 21 contains 133164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89214416.000000 Penalty: 119429.093750
Iteration 6F: 16 clusters Score -8.921442e+07 nChanged 26123
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 3 contains 367 members 
Mstep: Class 6 contains 100890 members 
Mstep: Class 7 contains 16812 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 11983 members 
Mstep: Class 15 contains 7085 members 
Mstep: Class 16 contains 18368 members 
Mstep: Class 17 contains 33267 members 
Mstep: Class 18 contains 111455 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 21 contains 125997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89236712.000000 Penalty: 119429.093750
Iteration 7F: 16 clusters Score -8.923671e+07 nChanged 18076
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 6 contains 104329 members 
Mstep: Class 7 contains 16903 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 11 contains 6721 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 11904 members 
Mstep: Class 15 contains 7577 members 
Mstep: Class 16 contains 18877 members 
Mstep: Class 17 contains 34055 members 
Mstep: Class 18 contains 111962 members 
Mstep: Class 19 contains 918 members 
Mstep: Class 21 contains 121240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89249456.000000 Penalty: 119429.093750
Iteration 8Q: 16 clusters Score -8.924946e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 3 contains 402 members 
Mstep: Class 6 contains 106826 members 
Mstep: Class 7 contains 16897 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 11 contains 6433 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12082 members 
Mstep: Class 15 contains 7982 members 
Mstep: Class 16 contains 19306 members 
Mstep: Class 17 contains 34674 members 
Mstep: Class 18 contains 112244 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 21 contains 117495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89255608.000000 Penalty: 119429.093750
Iteration 9Q: 16 clusters Score -8.925561e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 108804 members 
Mstep: Class 7 contains 16853 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 11 contains 6213 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12431 members 
Mstep: Class 15 contains 8335 members 
Mstep: Class 16 contains 19697 members 
Mstep: Class 17 contains 35178 members 
Mstep: Class 18 contains 112487 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 21 contains 114191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89259456.000000 Penalty: 119429.093750
Iteration 10Q: 16 clusters Score -8.925946e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 110588 members 
Mstep: Class 7 contains 16812 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 2176 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12764 members 
Mstep: Class 15 contains 8629 members 
Mstep: Class 16 contains 20076 members 
Mstep: Class 17 contains 35634 members 
Mstep: Class 18 contains 112640 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 21 contains 111193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89262792.000000 Penalty: 119429.093750
Iteration 11Q: 16 clusters Score -8.926279e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 112252 members 
Mstep: Class 7 contains 16862 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 11 contains 5809 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13071 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 20370 members 
Mstep: Class 17 contains 36079 members 
Mstep: Class 18 contains 112768 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 21 contains 108373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89265856.000000 Penalty: 119429.093750
Iteration 12Q: 16 clusters Score -8.926586e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 114035 members 
Mstep: Class 7 contains 16887 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 2032 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13358 members 
Mstep: Class 15 contains 9054 members 
Mstep: Class 16 contains 20670 members 
Mstep: Class 17 contains 36535 members 
Mstep: Class 18 contains 112811 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 21 contains 105508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89268168.000000 Penalty: 119429.093750
Iteration 13Q: 16 clusters Score -8.926817e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 115969 members 
Mstep: Class 7 contains 16923 members 
Mstep: Class 8 contains 411 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 11 contains 5549 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13687 members 
Mstep: Class 15 contains 9192 members 
Mstep: Class 16 contains 20971 members 
Mstep: Class 17 contains 36920 members 
Mstep: Class 18 contains 112816 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 21 contains 102523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89270168.000000 Penalty: 119429.093750
Iteration 14Q: 16 clusters Score -8.927017e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 117977 members 
Mstep: Class 7 contains 17024 members 
Mstep: Class 8 contains 405 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 11 contains 5464 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 9339 members 
Mstep: Class 16 contains 21242 members 
Mstep: Class 17 contains 37269 members 
Mstep: Class 18 contains 112794 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 21 contains 99488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89271968.000000 Penalty: 119429.093750
Iteration 15Q: 16 clusters Score -8.927197e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 120245 members 
Mstep: Class 7 contains 17145 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 11 contains 5392 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14255 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 21546 members 
Mstep: Class 17 contains 37578 members 
Mstep: Class 18 contains 112783 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 21 contains 96163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89275152.000000 Penalty: 119429.093750
Iteration 16Q: 16 clusters Score -8.927515e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 122942 members 
Mstep: Class 7 contains 17365 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 2006 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14493 members 
Mstep: Class 15 contains 9547 members 
Mstep: Class 16 contains 21837 members 
Mstep: Class 17 contains 37857 members 
Mstep: Class 18 contains 112772 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 21 contains 92433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89278472.000000 Penalty: 119429.093750
Iteration 17Q: 16 clusters Score -8.927847e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 126063 members 
Mstep: Class 7 contains 17678 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 2006 members 
Mstep: Class 11 contains 5310 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14703 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 38087 members 
Mstep: Class 18 contains 112766 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 21 contains 88210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89283552.000000 Penalty: 119429.093750
Iteration 18Q: 16 clusters Score -8.928355e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 129364 members 
Mstep: Class 7 contains 18090 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14876 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 22370 members 
Mstep: Class 17 contains 38222 members 
Mstep: Class 18 contains 112717 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 21 contains 83800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89289016.000000 Penalty: 119429.093750
Iteration 19Q: 16 clusters Score -8.928902e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 6 contains 132300 members 
Mstep: Class 7 contains 18620 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 11 contains 5502 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 15007 members 
Mstep: Class 15 contains 9853 members 
Mstep: Class 16 contains 22540 members 
Mstep: Class 17 contains 38317 members 
Mstep: Class 18 contains 112607 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 21 contains 79829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89294232.000000 Penalty: 119429.093750
Iteration 20F: 16 clusters Score -8.929423e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 6 contains 134673 members 
Mstep: Class 7 contains 19264 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 15075 members 
Mstep: Class 15 contains 9929 members 
Mstep: Class 16 contains 22764 members 
Mstep: Class 17 contains 38380 members 
Mstep: Class 18 contains 112499 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 21 contains 76379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89298872.000000 Penalty: 119429.093750
Iteration 21Q: 16 clusters Score -8.929887e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 3 contains 477 members 
Mstep: Class 6 contains 136447 members 
Mstep: Class 7 contains 19935 members 
Mstep: Class 8 contains 375 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 11 contains 5764 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 15030 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 22977 members 
Mstep: Class 17 contains 38413 members 
Mstep: Class 18 contains 112334 members 
Mstep: Class 19 contains 917 members 
Mstep: Class 21 contains 73674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89302160.000000 Penalty: 119429.093750
Iteration 22Q: 16 clusters Score -8.930216e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 6 contains 137734 members 
Mstep: Class 7 contains 20732 members 
Mstep: Class 8 contains 374 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 11 contains 5890 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14955 members 
Mstep: Class 15 contains 10134 members 
Mstep: Class 16 contains 23203 members 
Mstep: Class 17 contains 38388 members 
Mstep: Class 18 contains 112104 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 21 contains 71466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89304304.000000 Penalty: 119429.093750
Iteration 23Q: 16 clusters Score -8.93043e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 6 contains 138491 members 
Mstep: Class 7 contains 21607 members 
Mstep: Class 8 contains 373 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14845 members 
Mstep: Class 15 contains 10240 members 
Mstep: Class 16 contains 23498 members 
Mstep: Class 17 contains 38352 members 
Mstep: Class 18 contains 111731 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 21 contains 69720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89307352.000000 Penalty: 119429.093750
Iteration 24Q: 16 clusters Score -8.930735e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 138740 members 
Mstep: Class 7 contains 22652 members 
Mstep: Class 8 contains 372 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14685 members 
Mstep: Class 15 contains 10341 members 
Mstep: Class 16 contains 23846 members 
Mstep: Class 17 contains 38279 members 
Mstep: Class 18 contains 111123 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 21 contains 68385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89311144.000000 Penalty: 119429.093750
Iteration 25Q: 16 clusters Score -8.931114e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 138551 members 
Mstep: Class 7 contains 23938 members 
Mstep: Class 8 contains 372 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 11 contains 7171 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14515 members 
Mstep: Class 15 contains 10478 members 
Mstep: Class 16 contains 24226 members 
Mstep: Class 17 contains 38158 members 
Mstep: Class 18 contains 110244 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 21 contains 67342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89314432.000000 Penalty: 119429.093750
Iteration 26Q: 16 clusters Score -8.931443e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 137850 members 
Mstep: Class 7 contains 25470 members 
Mstep: Class 8 contains 372 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14352 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 24574 members 
Mstep: Class 17 contains 37996 members 
Mstep: Class 18 contains 109085 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 21 contains 66545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89318120.000000 Penalty: 119429.093750
Iteration 27Q: 16 clusters Score -8.931812e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 136722 members 
Mstep: Class 7 contains 27296 members 
Mstep: Class 8 contains 371 members 
Mstep: Class 9 contains 1992 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14189 members 
Mstep: Class 15 contains 10784 members 
Mstep: Class 16 contains 24937 members 
Mstep: Class 17 contains 37828 members 
Mstep: Class 18 contains 107848 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 21 contains 65879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89322088.000000 Penalty: 119429.093750
Iteration 28Q: 16 clusters Score -8.932209e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 135010 members 
Mstep: Class 7 contains 29584 members 
Mstep: Class 8 contains 370 members 
Mstep: Class 9 contains 1990 members 
Mstep: Class 11 contains 10239 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 14044 members 
Mstep: Class 15 contains 10987 members 
Mstep: Class 16 contains 25241 members 
Mstep: Class 17 contains 37700 members 
Mstep: Class 18 contains 106491 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 21 contains 65351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89327016.000000 Penalty: 119429.093750
Iteration 29Q: 16 clusters Score -8.932702e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 132587 members 
Mstep: Class 7 contains 32286 members 
Mstep: Class 8 contains 369 members 
Mstep: Class 9 contains 1992 members 
Mstep: Class 11 contains 11518 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13873 members 
Mstep: Class 15 contains 11218 members 
Mstep: Class 16 contains 25552 members 
Mstep: Class 17 contains 37548 members 
Mstep: Class 18 contains 105130 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 21 contains 64934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89330696.000000 Penalty: 119429.093750
Iteration 30Q: 16 clusters Score -8.93307e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 129227 members 
Mstep: Class 7 contains 35707 members 
Mstep: Class 8 contains 369 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 11 contains 12679 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13741 members 
Mstep: Class 15 contains 11450 members 
Mstep: Class 16 contains 25857 members 
Mstep: Class 17 contains 37403 members 
Mstep: Class 18 contains 104049 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 21 contains 64532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89334304.000000 Penalty: 119429.093750
Iteration 31Q: 16 clusters Score -8.93343e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 124878 members 
Mstep: Class 7 contains 39945 members 
Mstep: Class 8 contains 368 members 
Mstep: Class 9 contains 1990 members 
Mstep: Class 11 contains 13600 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13561 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 26255 members 
Mstep: Class 17 contains 37274 members 
Mstep: Class 18 contains 103276 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 21 contains 64178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89339024.000000 Penalty: 119429.093750
Iteration 32Q: 16 clusters Score -8.933902e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 119802 members 
Mstep: Class 7 contains 44779 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 1992 members 
Mstep: Class 11 contains 14313 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13396 members 
Mstep: Class 15 contains 11918 members 
Mstep: Class 16 contains 26734 members 
Mstep: Class 17 contains 37160 members 
Mstep: Class 18 contains 102716 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 21 contains 63831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89344680.000000 Penalty: 119429.093750
Iteration 33Q: 16 clusters Score -8.934468e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 114668 members 
Mstep: Class 7 contains 49570 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 1992 members 
Mstep: Class 11 contains 14857 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13235 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 27290 members 
Mstep: Class 17 contains 37044 members 
Mstep: Class 18 contains 102360 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 21 contains 63470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89349984.000000 Penalty: 119429.093750
Iteration 34Q: 16 clusters Score -8.934998e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 110276 members 
Mstep: Class 7 contains 53627 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1991 members 
Mstep: Class 11 contains 15292 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13107 members 
Mstep: Class 15 contains 12372 members 
Mstep: Class 16 contains 27808 members 
Mstep: Class 17 contains 36938 members 
Mstep: Class 18 contains 102128 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 21 contains 63104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89353680.000000 Penalty: 119429.093750
Iteration 35Q: 16 clusters Score -8.935368e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 107099 members 
Mstep: Class 7 contains 56510 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1989 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 13003 members 
Mstep: Class 15 contains 12565 members 
Mstep: Class 16 contains 28297 members 
Mstep: Class 17 contains 36852 members 
Mstep: Class 18 contains 101960 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 21 contains 62739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89356080.000000 Penalty: 119429.093750
Iteration 36Q: 16 clusters Score -8.935608e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 104947 members 
Mstep: Class 7 contains 58455 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1989 members 
Mstep: Class 11 contains 15906 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12938 members 
Mstep: Class 15 contains 12736 members 
Mstep: Class 16 contains 28694 members 
Mstep: Class 17 contains 36751 members 
Mstep: Class 18 contains 101830 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 21 contains 62396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89357720.000000 Penalty: 119429.093750
Iteration 37Q: 16 clusters Score -8.935772e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 103454 members 
Mstep: Class 7 contains 59755 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1989 members 
Mstep: Class 11 contains 16108 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12869 members 
Mstep: Class 15 contains 12857 members 
Mstep: Class 16 contains 29093 members 
Mstep: Class 17 contains 36653 members 
Mstep: Class 18 contains 101745 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 21 contains 62119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89358328.000000 Penalty: 119429.093750
Iteration 38Q: 16 clusters Score -8.935833e+07 nChanged 2348
Entering ConstructFrom: 
Score: -89358328.000000 Penalty: 119429.093750
Entering ConstructFrom: 
Trying to split cluster 1 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -491818.937500 Penalty: 4904.512207
	Iteration 0F: 2 clusters Score -491818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -487025.750000 Penalty: 9809.024414
	Iteration 0F: 3 clusters Score -487025.8 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -491948.656250 Penalty: 9809.024414
	Iteration 1F: 3 clusters Score -491948.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -496478.125000 Penalty: 9809.024414
	Iteration 2F: 3 clusters Score -496478.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -499484.656250 Penalty: 9809.024414
	Iteration 3F: 3 clusters Score -499484.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -500929.500000 Penalty: 9809.024414
	Iteration 4Q: 3 clusters Score -500929.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -502438.937500 Penalty: 9809.024414
	Iteration 5Q: 3 clusters Score -502438.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -503493.718750 Penalty: 9809.024414
	Iteration 6Q: 3 clusters Score -503493.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -503532.843750 Penalty: 9809.024414
	Iteration 7Q: 3 clusters Score -503532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -503545.375000 Penalty: 9809.024414
	Iteration 8Q: 3 clusters Score -503545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -503553.500000 Penalty: 9809.024414
	Iteration 9Q: 3 clusters Score -503553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -503559.812500 Penalty: 9809.024414
	Iteration 10Q: 3 clusters Score -503559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -503570.156250 Penalty: 9809.024414
	Iteration 11Q: 3 clusters Score -503570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -503575.625000 Penalty: 9809.024414
	Iteration 12Q: 3 clusters Score -503575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -503578.812500 Penalty: 9809.024414
	Iteration 13Q: 3 clusters Score -503578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -503580.031250 Penalty: 9809.024414
	Iteration 14Q: 3 clusters Score -503580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -503582.156250 Penalty: 9809.024414
	Iteration 15F: 3 clusters Score -503582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -503584.406250 Penalty: 9809.024414
	Iteration 16Q: 3 clusters Score -503584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -503586.093750 Penalty: 9809.024414
	Iteration 17Q: 3 clusters Score -503586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -503587.906250 Penalty: 9809.024414
	Iteration 18Q: 3 clusters Score -503587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -503587.906250 Penalty: 9809.024414
	Iteration 19F: 3 clusters Score -503587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 102445 members 
Mstep: Class 7 contains 60665 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1988 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 36572 members 
Mstep: Class 18 contains 101653 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 21 contains 61900 members 
Entering Unmasked Estep 
Score: -89367144.000000 Penalty: 127391.039062
Splitting cluster 1 changes total score from -89358328.000000 to -89367144.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -88595.953125 Penalty: 3790.311523
	Iteration 0F: 2 clusters Score -88595.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85240.093750 Penalty: 7580.623047
	Iteration 0F: 3 clusters Score -85240.09 nChanged 31
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: -85407.703125 Penalty: 7580.623047
	Iteration 1F: 3 clusters Score -85407.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -85442.718750 Penalty: 7580.623047
	Iteration 2Q: 3 clusters Score -85442.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -85442.718750 Penalty: 7580.623047
	Iteration 3F: 3 clusters Score -85442.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Entering Unmasked Estep 
Score: -21164068.000000 Penalty: 7066.462402
	Iteration 0F: 2 clusters Score -2.116407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -21094244.000000 Penalty: 14132.924805
	Iteration 0F: 3 clusters Score -2.109424e+07 nChanged 46910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -21119674.000000 Penalty: 14132.924805
	Iteration 1F: 3 clusters Score -2.111967e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -21120782.000000 Penalty: 14132.924805
	Iteration 2Q: 3 clusters Score -2.112078e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -21121688.000000 Penalty: 14132.924805
	Iteration 3Q: 3 clusters Score -2.112169e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -21122556.000000 Penalty: 14132.924805
	Iteration 4Q: 3 clusters Score -2.112256e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -21123664.000000 Penalty: 14132.924805
	Iteration 5Q: 3 clusters Score -2.112366e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -21124914.000000 Penalty: 14132.924805
	Iteration 6Q: 3 clusters Score -2.112491e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -21126540.000000 Penalty: 14132.924805
	Iteration 7Q: 3 clusters Score -2.112654e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -21128772.000000 Penalty: 14132.924805
	Iteration 8Q: 3 clusters Score -2.112877e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -21131828.000000 Penalty: 14132.924805
	Iteration 9F: 3 clusters Score -2.113183e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -21136000.000000 Penalty: 14132.924805
	Iteration 10F: 3 clusters Score -2.1136e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -21141356.000000 Penalty: 14132.924805
	Iteration 11F: 3 clusters Score -2.114136e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -21147592.000000 Penalty: 14132.924805
	Iteration 12F: 3 clusters Score -2.114759e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -21153556.000000 Penalty: 14132.924805
	Iteration 13F: 3 clusters Score -2.115356e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 76093 members 
Entering Unmasked Estep 
Score: -21158158.000000 Penalty: 14132.924805
	Iteration 14Q: 3 clusters Score -2.115816e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -21161302.000000 Penalty: 14132.924805
	Iteration 15Q: 3 clusters Score -2.11613e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -21163504.000000 Penalty: 14132.924805
	Iteration 16Q: 3 clusters Score -2.11635e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -21165592.000000 Penalty: 14132.924805
	Iteration 17Q: 3 clusters Score -2.116559e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 77605 members 
Entering Unmasked Estep 
Score: -21167714.000000 Penalty: 14132.924805
	Iteration 18Q: 3 clusters Score -2.116771e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -21170220.000000 Penalty: 14132.924805
	Iteration 19Q: 3 clusters Score -2.117022e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -21171902.000000 Penalty: 14132.924805
	Iteration 20F: 3 clusters Score -2.11719e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -21172256.000000 Penalty: 14132.924805
	Iteration 21Q: 3 clusters Score -2.117226e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -21172300.000000 Penalty: 14132.924805
	Iteration 22Q: 3 clusters Score -2.11723e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -21172402.000000 Penalty: 14132.924805
	Iteration 23Q: 3 clusters Score -2.11724e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -21172406.000000 Penalty: 14132.924805
	Iteration 24Q: 3 clusters Score -2.117241e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -21172414.000000 Penalty: 14132.924805
	Iteration 25Q: 3 clusters Score -2.117241e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -21172448.000000 Penalty: 14132.924805
	Iteration 26Q: 3 clusters Score -2.117245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -21172468.000000 Penalty: 14132.924805
	Iteration 27Q: 3 clusters Score -2.117247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -21172486.000000 Penalty: 14132.924805
	Iteration 28Q: 3 clusters Score -2.117249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -21172450.000000 Penalty: 14132.924805
	Iteration 29Q: 3 clusters Score -2.117245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -21172462.000000 Penalty: 14132.924805
	Iteration 30Q: 3 clusters Score -2.117246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -21172472.000000 Penalty: 14132.924805
	Iteration 31Q: 3 clusters Score -2.117247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -21172444.000000 Penalty: 14132.924805
	Iteration 32Q: 3 clusters Score -2.117244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -21172468.000000 Penalty: 14132.924805
	Iteration 33Q: 3 clusters Score -2.117247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -21172464.000000 Penalty: 14132.924805
	Iteration 34Q: 3 clusters Score -2.117246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 78027 members 
Entering Unmasked Estep 
Score: -21172448.000000 Penalty: 14132.924805
	Iteration 35Q: 3 clusters Score -2.117245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -21172450.000000 Penalty: 14132.924805
	Iteration 36Q: 3 clusters Score -2.117245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -21172450.000000 Penalty: 14132.924805
	Iteration 37F: 3 clusters Score -2.117245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 78025 members 
Mstep: Class 6 contains 24420 members 
Mstep: Class 7 contains 60665 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1988 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 36572 members 
Mstep: Class 18 contains 101653 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 21 contains 61900 members 
Entering Unmasked Estep 
Score: -89374000.000000 Penalty: 135352.984375
Splitting cluster 6 changes total score from -89358328.000000 to -89374000.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 7 (60665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Entering Unmasked Estep 
Score: -12528910.000000 Penalty: 6745.537598
	Iteration 0F: 2 clusters Score -1.252891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -12486370.000000 Penalty: 13491.075195
	Iteration 0F: 3 clusters Score -1.248637e+07 nChanged 27028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -12500879.000000 Penalty: 13491.075195
	Iteration 1F: 3 clusters Score -1.250088e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -12501925.000000 Penalty: 13491.075195
	Iteration 2Q: 3 clusters Score -1.250192e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -12502773.000000 Penalty: 13491.075195
	Iteration 3Q: 3 clusters Score -1.250277e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -12503833.000000 Penalty: 13491.075195
	Iteration 4Q: 3 clusters Score -1.250383e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -12505112.000000 Penalty: 13491.075195
	Iteration 5Q: 3 clusters Score -1.250511e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -12506684.000000 Penalty: 13491.075195
	Iteration 6Q: 3 clusters Score -1.250668e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -12508738.000000 Penalty: 13491.075195
	Iteration 7F: 3 clusters Score -1.250874e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -12511211.000000 Penalty: 13491.075195
	Iteration 8F: 3 clusters Score -1.251121e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -12513857.000000 Penalty: 13491.075195
	Iteration 9F: 3 clusters Score -1.251386e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -12516719.000000 Penalty: 13491.075195
	Iteration 10F: 3 clusters Score -1.251672e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -12519967.000000 Penalty: 13491.075195
	Iteration 11F: 3 clusters Score -1.251997e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -12523341.000000 Penalty: 13491.075195
	Iteration 12F: 3 clusters Score -1.252334e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -12526042.000000 Penalty: 13491.075195
	Iteration 13Q: 3 clusters Score -1.252604e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -12527639.000000 Penalty: 13491.075195
	Iteration 14Q: 3 clusters Score -1.252764e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -12528316.000000 Penalty: 13491.075195
	Iteration 15Q: 3 clusters Score -1.252832e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -12528594.000000 Penalty: 13491.075195
	Iteration 16Q: 3 clusters Score -1.252859e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -12528742.000000 Penalty: 13491.075195
	Iteration 17Q: 3 clusters Score -1.252874e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -12528790.000000 Penalty: 13491.075195
	Iteration 18Q: 3 clusters Score -1.252879e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -12528856.000000 Penalty: 13491.075195
	Iteration 19Q: 3 clusters Score -1.252886e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -12528938.000000 Penalty: 13491.075195
	Iteration 20F: 3 clusters Score -1.252894e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -12528984.000000 Penalty: 13491.075195
	Iteration 21Q: 3 clusters Score -1.252898e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -12529037.000000 Penalty: 13491.075195
	Iteration 22Q: 3 clusters Score -1.252904e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -12529058.000000 Penalty: 13491.075195
	Iteration 23Q: 3 clusters Score -1.252906e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -12529130.000000 Penalty: 13491.075195
	Iteration 24Q: 3 clusters Score -1.252913e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -12529189.000000 Penalty: 13491.075195
	Iteration 25Q: 3 clusters Score -1.252919e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -12529265.000000 Penalty: 13491.075195
	Iteration 26Q: 3 clusters Score -1.252926e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -12529289.000000 Penalty: 13491.075195
	Iteration 27Q: 3 clusters Score -1.252929e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -12529350.000000 Penalty: 13491.075195
	Iteration 28Q: 3 clusters Score -1.252935e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -12529384.000000 Penalty: 13491.075195
	Iteration 29Q: 3 clusters Score -1.252938e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -12529396.000000 Penalty: 13491.075195
	Iteration 30Q: 3 clusters Score -1.25294e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -12529460.000000 Penalty: 13491.075195
	Iteration 31Q: 3 clusters Score -1.252946e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -12529495.000000 Penalty: 13491.075195
	Iteration 32Q: 3 clusters Score -1.25295e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -12529508.000000 Penalty: 13491.075195
	Iteration 33Q: 3 clusters Score -1.252951e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -12529564.000000 Penalty: 13491.075195
	Iteration 34Q: 3 clusters Score -1.252956e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -12529620.000000 Penalty: 13491.075195
	Iteration 35Q: 3 clusters Score -1.252962e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -12529648.000000 Penalty: 13491.075195
	Iteration 36Q: 3 clusters Score -1.252965e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -12529658.000000 Penalty: 13491.075195
	Iteration 37Q: 3 clusters Score -1.252966e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -12529678.000000 Penalty: 13491.075195
	Iteration 38Q: 3 clusters Score -1.252968e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -12529700.000000 Penalty: 13491.075195
	Iteration 39Q: 3 clusters Score -1.25297e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -12529724.000000 Penalty: 13491.075195
	Iteration 40F: 3 clusters Score -1.252972e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -12529688.000000 Penalty: 13491.075195
	Iteration 41Q: 3 clusters Score -1.252969e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -12529720.000000 Penalty: 13491.075195
	Iteration 42Q: 3 clusters Score -1.252972e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -12529734.000000 Penalty: 13491.075195
	Iteration 43Q: 3 clusters Score -1.252973e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -12529744.000000 Penalty: 13491.075195
	Iteration 44Q: 3 clusters Score -1.252974e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -12529729.000000 Penalty: 13491.075195
	Iteration 45Q: 3 clusters Score -1.252973e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -12529693.000000 Penalty: 13491.075195
	Iteration 46Q: 3 clusters Score -1.252969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -12529696.000000 Penalty: 13491.075195
	Iteration 47Q: 3 clusters Score -1.25297e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -12529695.000000 Penalty: 13491.075195
	Iteration 48Q: 3 clusters Score -1.25297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -12529710.000000 Penalty: 13491.075195
	Iteration 49Q: 3 clusters Score -1.252971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -12529690.000000 Penalty: 13491.075195
	Iteration 50Q: 3 clusters Score -1.252969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -12529696.000000 Penalty: 13491.075195
	Iteration 51Q: 3 clusters Score -1.25297e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -12529713.000000 Penalty: 13491.075195
	Iteration 52Q: 3 clusters Score -1.252971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -12529714.000000 Penalty: 13491.075195
	Iteration 53Q: 3 clusters Score -1.252971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -12529716.000000 Penalty: 13491.075195
	Iteration 54Q: 3 clusters Score -1.252972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -12529714.000000 Penalty: 13491.075195
	Iteration 55Q: 3 clusters Score -1.252971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -12529728.000000 Penalty: 13491.075195
	Iteration 56Q: 3 clusters Score -1.252973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -12529726.000000 Penalty: 13491.075195
	Iteration 57Q: 3 clusters Score -1.252973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -12529718.000000 Penalty: 13491.075195
	Iteration 58Q: 3 clusters Score -1.252972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -12529718.000000 Penalty: 13491.075195
	Iteration 59Q: 3 clusters Score -1.252972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -12529722.000000 Penalty: 13491.075195
	Iteration 60F: 3 clusters Score -1.252972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -12529719.000000 Penalty: 13491.075195
	Iteration 61Q: 3 clusters Score -1.252972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -12529723.000000 Penalty: 13491.075195
	Iteration 62Q: 3 clusters Score -1.252972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -12529723.000000 Penalty: 13491.075195
	Iteration 63F: 3 clusters Score -1.252972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 78025 members 
Mstep: Class 5 contains 40594 members 
Mstep: Class 6 contains 24420 members 
Mstep: Class 7 contains 20071 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1988 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 36572 members 
Mstep: Class 18 contains 101653 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 21 contains 61900 members 
Entering Unmasked Estep 
Score: -89374096.000000 Penalty: 143314.921875
Splitting cluster 7 changes total score from -89358328.000000 to -89374096.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -71150.226562 Penalty: 3612.006836
	Iteration 0F: 2 clusters Score -71150.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68106.953125 Penalty: 7224.013672
	Iteration 0F: 3 clusters Score -68106.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -68181.148438 Penalty: 7224.013672
	Iteration 1Q: 3 clusters Score -68181.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -68187.289062 Penalty: 7224.013672
	Iteration 2Q: 3 clusters Score -68187.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -68187.289062 Penalty: 7224.013672
	Iteration 3F: 3 clusters Score -68187.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -397923.750000 Penalty: 4651.866699
	Iteration 0F: 2 clusters Score -397923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -393019.843750 Penalty: 9303.733398
	Iteration 0F: 3 clusters Score -393019.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -393825.625000 Penalty: 9303.733398
	Iteration 1F: 3 clusters Score -393825.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -394419.125000 Penalty: 9303.733398
	Iteration 2F: 3 clusters Score -394419.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -394904.062500 Penalty: 9303.733398
	Iteration 3F: 3 clusters Score -394904.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -395491.281250 Penalty: 9303.733398
	Iteration 4F: 3 clusters Score -395491.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -396010.781250 Penalty: 9303.733398
	Iteration 5F: 3 clusters Score -396010.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -396604.781250 Penalty: 9303.733398
	Iteration 6F: 3 clusters Score -396604.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -397106.593750 Penalty: 9303.733398
	Iteration 7Q: 3 clusters Score -397106.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -397403.062500 Penalty: 9303.733398
	Iteration 8Q: 3 clusters Score -397403.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -397606.500000 Penalty: 9303.733398
	Iteration 9Q: 3 clusters Score -397606.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -397754.343750 Penalty: 9303.733398
	Iteration 10Q: 3 clusters Score -397754.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -397855.250000 Penalty: 9303.733398
	Iteration 11Q: 3 clusters Score -397855.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -397925.187500 Penalty: 9303.733398
	Iteration 12Q: 3 clusters Score -397925.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -397986.281250 Penalty: 9303.733398
	Iteration 13Q: 3 clusters Score -397986.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -398032.750000 Penalty: 9303.733398
	Iteration 14Q: 3 clusters Score -398032.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -398050.500000 Penalty: 9303.733398
	Iteration 15Q: 3 clusters Score -398050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -398065.625000 Penalty: 9303.733398
	Iteration 16Q: 3 clusters Score -398065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -398071.375000 Penalty: 9303.733398
	Iteration 17Q: 3 clusters Score -398071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -398076.218750 Penalty: 9303.733398
	Iteration 18Q: 3 clusters Score -398076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -398076.218750 Penalty: 9303.733398
	Iteration 19F: 3 clusters Score -398076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 78025 members 
Mstep: Class 5 contains 40594 members 
Mstep: Class 6 contains 24420 members 
Mstep: Class 7 contains 20071 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1411 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 36572 members 
Mstep: Class 18 contains 101653 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 21 contains 61900 members 
Entering Unmasked Estep 
Score: -89370984.000000 Penalty: 151276.859375
Splitting cluster 9 changes total score from -89358328.000000 to -89370984.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (16283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Entering Unmasked Estep 
Score: -3359211.750000 Penalty: 5939.949707
	Iteration 0F: 2 clusters Score -3359212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3345017.500000 Penalty: 11879.899414
	Iteration 0F: 3 clusters Score -3345018 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3348555.500000 Penalty: 11879.899414
	Iteration 1F: 3 clusters Score -3348556 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3349178.000000 Penalty: 11879.899414
	Iteration 2F: 3 clusters Score -3349178 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -3349618.500000 Penalty: 11879.899414
	Iteration 3F: 3 clusters Score -3349618 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3349926.500000 Penalty: 11879.899414
	Iteration 4Q: 3 clusters Score -3349926 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3350192.000000 Penalty: 11879.899414
	Iteration 5Q: 3 clusters Score -3350192 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3350456.750000 Penalty: 11879.899414
	Iteration 6Q: 3 clusters Score -3350457 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3350698.750000 Penalty: 11879.899414
	Iteration 7Q: 3 clusters Score -3350699 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3350969.500000 Penalty: 11879.899414
	Iteration 8Q: 3 clusters Score -3350970 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3351225.500000 Penalty: 11879.899414
	Iteration 9Q: 3 clusters Score -3351226 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3351542.500000 Penalty: 11879.899414
	Iteration 10Q: 3 clusters Score -3351542 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3351892.000000 Penalty: 11879.899414
	Iteration 11Q: 3 clusters Score -3351892 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3352222.500000 Penalty: 11879.899414
	Iteration 12Q: 3 clusters Score -3352222 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3352539.750000 Penalty: 11879.899414
	Iteration 13Q: 3 clusters Score -3352540 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3352826.750000 Penalty: 11879.899414
	Iteration 14Q: 3 clusters Score -3352827 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3353076.500000 Penalty: 11879.899414
	Iteration 15Q: 3 clusters Score -3353076 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3353294.500000 Penalty: 11879.899414
	Iteration 16Q: 3 clusters Score -3353294 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3353486.000000 Penalty: 11879.899414
	Iteration 17Q: 3 clusters Score -3353486 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3353614.250000 Penalty: 11879.899414
	Iteration 18Q: 3 clusters Score -3353614 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3353708.750000 Penalty: 11879.899414
	Iteration 19Q: 3 clusters Score -3353709 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3353801.250000 Penalty: 11879.899414
	Iteration 20F: 3 clusters Score -3353801 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3353888.000000 Penalty: 11879.899414
	Iteration 21Q: 3 clusters Score -3353888 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3353980.250000 Penalty: 11879.899414
	Iteration 22Q: 3 clusters Score -3353980 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3354061.000000 Penalty: 11879.899414
	Iteration 23Q: 3 clusters Score -3354061 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3354113.750000 Penalty: 11879.899414
	Iteration 24Q: 3 clusters Score -3354114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3354181.250000 Penalty: 11879.899414
	Iteration 25Q: 3 clusters Score -3354181 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3354239.500000 Penalty: 11879.899414
	Iteration 26Q: 3 clusters Score -3354240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3354284.000000 Penalty: 11879.899414
	Iteration 27Q: 3 clusters Score -3354284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3354318.000000 Penalty: 11879.899414
	Iteration 28Q: 3 clusters Score -3354318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3354355.250000 Penalty: 11879.899414
	Iteration 29Q: 3 clusters Score -3354355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3354386.750000 Penalty: 11879.899414
	Iteration 30Q: 3 clusters Score -3354387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3354438.000000 Penalty: 11879.899414
	Iteration 31Q: 3 clusters Score -3354438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3354460.000000 Penalty: 11879.899414
	Iteration 32Q: 3 clusters Score -3354460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3354477.500000 Penalty: 11879.899414
	Iteration 33Q: 3 clusters Score -3354478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3354488.000000 Penalty: 11879.899414
	Iteration 34Q: 3 clusters Score -3354488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3354502.500000 Penalty: 11879.899414
	Iteration 35Q: 3 clusters Score -3354502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3354514.750000 Penalty: 11879.899414
	Iteration 36Q: 3 clusters Score -3354515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3354527.250000 Penalty: 11879.899414
	Iteration 37Q: 3 clusters Score -3354527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3354535.500000 Penalty: 11879.899414
	Iteration 38Q: 3 clusters Score -3354536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3354542.000000 Penalty: 11879.899414
	Iteration 39Q: 3 clusters Score -3354542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3354548.750000 Penalty: 11879.899414
	Iteration 40F: 3 clusters Score -3354549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3354553.250000 Penalty: 11879.899414
	Iteration 41Q: 3 clusters Score -3354553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3354554.000000 Penalty: 11879.899414
	Iteration 42Q: 3 clusters Score -3354554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3354550.000000 Penalty: 11879.899414
	Iteration 43Q: 3 clusters Score -3354550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3354553.000000 Penalty: 11879.899414
	Iteration 44Q: 3 clusters Score -3354553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3354554.000000 Penalty: 11879.899414
	Iteration 45Q: 3 clusters Score -3354554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3354557.750000 Penalty: 11879.899414
	Iteration 46Q: 3 clusters Score -3354558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3354561.250000 Penalty: 11879.899414
	Iteration 47Q: 3 clusters Score -3354561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3354562.250000 Penalty: 11879.899414
	Iteration 48Q: 3 clusters Score -3354562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3354561.000000 Penalty: 11879.899414
	Iteration 49Q: 3 clusters Score -3354561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3354561.000000 Penalty: 11879.899414
	Iteration 50F: 3 clusters Score -3354561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -105845.617188 Penalty: 3900.514404
	Iteration 0F: 2 clusters Score -105845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -102347.265625 Penalty: 7801.028809
	Iteration 0F: 3 clusters Score -102347.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -102567.031250 Penalty: 7801.028809
	Iteration 1F: 3 clusters Score -102567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -102620.140625 Penalty: 7801.028809
	Iteration 2Q: 3 clusters Score -102620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -102634.492188 Penalty: 7801.028809
	Iteration 3Q: 3 clusters Score -102634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -102650.734375 Penalty: 7801.028809
	Iteration 4Q: 3 clusters Score -102650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -102667.640625 Penalty: 7801.028809
	Iteration 5Q: 3 clusters Score -102667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -102676.617188 Penalty: 7801.028809
	Iteration 6Q: 3 clusters Score -102676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -102689.992188 Penalty: 7801.028809
	Iteration 7Q: 3 clusters Score -102690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -102708.281250 Penalty: 7801.028809
	Iteration 8Q: 3 clusters Score -102708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -102717.382812 Penalty: 7801.028809
	Iteration 9Q: 3 clusters Score -102717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -102722.164062 Penalty: 7801.028809
	Iteration 10Q: 3 clusters Score -102722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -102738.070312 Penalty: 7801.028809
	Iteration 11Q: 3 clusters Score -102738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -102741.953125 Penalty: 7801.028809
	Iteration 12Q: 3 clusters Score -102742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -102748.335938 Penalty: 7801.028809
	Iteration 13Q: 3 clusters Score -102748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -102751.921875 Penalty: 7801.028809
	Iteration 14Q: 3 clusters Score -102751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -102758.523438 Penalty: 7801.028809
	Iteration 15Q: 3 clusters Score -102758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -102762.085938 Penalty: 7801.028809
	Iteration 16Q: 3 clusters Score -102762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -102762.085938 Penalty: 7801.028809
	Iteration 17F: 3 clusters Score -102762.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Entering Unmasked Estep 
Score: -2607746.750000 Penalty: 5792.104492
	Iteration 0F: 2 clusters Score -2607747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2595811.750000 Penalty: 11584.208984
	Iteration 0F: 3 clusters Score -2595812 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2598601.000000 Penalty: 11584.208984
	Iteration 1F: 3 clusters Score -2598601 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2599153.750000 Penalty: 11584.208984
	Iteration 2F: 3 clusters Score -2599154 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2599457.000000 Penalty: 11584.208984
	Iteration 3F: 3 clusters Score -2599457 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2599636.000000 Penalty: 11584.208984
	Iteration 4Q: 3 clusters Score -2599636 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2599755.750000 Penalty: 11584.208984
	Iteration 5Q: 3 clusters Score -2599756 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2599842.250000 Penalty: 11584.208984
	Iteration 6Q: 3 clusters Score -2599842 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2599914.000000 Penalty: 11584.208984
	Iteration 7Q: 3 clusters Score -2599914 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2599970.500000 Penalty: 11584.208984
	Iteration 8Q: 3 clusters Score -2599970 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2600022.500000 Penalty: 11584.208984
	Iteration 9Q: 3 clusters Score -2600022 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2600071.750000 Penalty: 11584.208984
	Iteration 10Q: 3 clusters Score -2600072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2600099.750000 Penalty: 11584.208984
	Iteration 11Q: 3 clusters Score -2600100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2600143.250000 Penalty: 11584.208984
	Iteration 12Q: 3 clusters Score -2600143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2600180.500000 Penalty: 11584.208984
	Iteration 13Q: 3 clusters Score -2600180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2600210.250000 Penalty: 11584.208984
	Iteration 14Q: 3 clusters Score -2600210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2600228.000000 Penalty: 11584.208984
	Iteration 15Q: 3 clusters Score -2600228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2600253.000000 Penalty: 11584.208984
	Iteration 16Q: 3 clusters Score -2600253 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2600288.750000 Penalty: 11584.208984
	Iteration 17Q: 3 clusters Score -2600289 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2600318.500000 Penalty: 11584.208984
	Iteration 18Q: 3 clusters Score -2600318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2600361.000000 Penalty: 11584.208984
	Iteration 19Q: 3 clusters Score -2600361 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2600404.750000 Penalty: 11584.208984
	Iteration 20F: 3 clusters Score -2600405 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2600454.000000 Penalty: 11584.208984
	Iteration 21Q: 3 clusters Score -2600454 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2600484.250000 Penalty: 11584.208984
	Iteration 22Q: 3 clusters Score -2600484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2600529.500000 Penalty: 11584.208984
	Iteration 23Q: 3 clusters Score -2600530 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2600564.500000 Penalty: 11584.208984
	Iteration 24Q: 3 clusters Score -2600564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2600593.750000 Penalty: 11584.208984
	Iteration 25Q: 3 clusters Score -2600594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2600623.250000 Penalty: 11584.208984
	Iteration 26Q: 3 clusters Score -2600623 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2600659.500000 Penalty: 11584.208984
	Iteration 27Q: 3 clusters Score -2600660 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2600705.500000 Penalty: 11584.208984
	Iteration 28Q: 3 clusters Score -2600706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2600750.750000 Penalty: 11584.208984
	Iteration 29Q: 3 clusters Score -2600751 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2600803.750000 Penalty: 11584.208984
	Iteration 30Q: 3 clusters Score -2600804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2600850.750000 Penalty: 11584.208984
	Iteration 31Q: 3 clusters Score -2600851 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2600902.500000 Penalty: 11584.208984
	Iteration 32Q: 3 clusters Score -2600902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2600947.250000 Penalty: 11584.208984
	Iteration 33Q: 3 clusters Score -2600947 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2600990.000000 Penalty: 11584.208984
	Iteration 34Q: 3 clusters Score -2600990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2601036.500000 Penalty: 11584.208984
	Iteration 35Q: 3 clusters Score -2601036 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2601083.250000 Penalty: 11584.208984
	Iteration 36Q: 3 clusters Score -2601083 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2601129.750000 Penalty: 11584.208984
	Iteration 37Q: 3 clusters Score -2601130 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2601172.250000 Penalty: 11584.208984
	Iteration 38Q: 3 clusters Score -2601172 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2601234.750000 Penalty: 11584.208984
	Iteration 39Q: 3 clusters Score -2601235 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2601296.000000 Penalty: 11584.208984
	Iteration 40F: 3 clusters Score -2601296 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2601340.000000 Penalty: 11584.208984
	Iteration 41Q: 3 clusters Score -2601340 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2601412.750000 Penalty: 11584.208984
	Iteration 42Q: 3 clusters Score -2601413 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2601494.250000 Penalty: 11584.208984
	Iteration 43Q: 3 clusters Score -2601494 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2601579.250000 Penalty: 11584.208984
	Iteration 44Q: 3 clusters Score -2601579 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2601636.250000 Penalty: 11584.208984
	Iteration 45Q: 3 clusters Score -2601636 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2601703.500000 Penalty: 11584.208984
	Iteration 46Q: 3 clusters Score -2601704 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2601794.000000 Penalty: 11584.208984
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2601886 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2601996 nChanged 159
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2602112.000000 Penalty: 11584.208984
	Iteration 50Q: 3 clusters Score -2602112 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2602221.250000 Penalty: 11584.208984
	Iteration 51Q: 3 clusters Score -2602221 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2602375 nChanged 148
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Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2602497 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2602609 nChanged 111
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Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2602700.750000 Penalty: 11584.208984
	Iteration 55Q: 3 clusters Score -2602701 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2602811.250000 Penalty: 11584.208984
	Iteration 56Q: 3 clusters Score -2602811 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2602919.250000 Penalty: 11584.208984
	Iteration 57Q: 3 clusters Score -2602919 nChanged 105
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Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2603011.500000 Penalty: 11584.208984
	Iteration 58Q: 3 clusters Score -2603012 nChanged 95
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Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2603077.750000 Penalty: 11584.208984
	Iteration 59Q: 3 clusters Score -2603078 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2603161.250000 Penalty: 11584.208984
	Iteration 60F: 3 clusters Score -2603161 nChanged 91
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Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2603228 nChanged 73
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Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2603278 nChanged 68
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Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2603332.250000 Penalty: 11584.208984
	Iteration 63Q: 3 clusters Score -2603332 nChanged 66
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Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2603388 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2603429 nChanged 71
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Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2603477.250000 Penalty: 11584.208984
	Iteration 66Q: 3 clusters Score -2603477 nChanged 66
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Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2603517.000000 Penalty: 11584.208984
	Iteration 67Q: 3 clusters Score -2603517 nChanged 52
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Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2603550.750000 Penalty: 11584.208984
	Iteration 68Q: 3 clusters Score -2603551 nChanged 57
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Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2603579.750000 Penalty: 11584.208984
	Iteration 69Q: 3 clusters Score -2603580 nChanged 57
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Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2603615 nChanged 60
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Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2603656.250000 Penalty: 11584.208984
	Iteration 71Q: 3 clusters Score -2603656 nChanged 62
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Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2603699.750000 Penalty: 11584.208984
	Iteration 72Q: 3 clusters Score -2603700 nChanged 52
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Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2603724.250000 Penalty: 11584.208984
	Iteration 73Q: 3 clusters Score -2603724 nChanged 46
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Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2603753.250000 Penalty: 11584.208984
	Iteration 74Q: 3 clusters Score -2603753 nChanged 49
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Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2603780 nChanged 47
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Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2603816.750000 Penalty: 11584.208984
	Iteration 76Q: 3 clusters Score -2603817 nChanged 55
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Mstep: Class 1 contains 10449 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2603848 nChanged 62
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Mstep: Class 1 contains 10397 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2603878 nChanged 59
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Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2603921 nChanged 78
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Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2603965 nChanged 59
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Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2604002 nChanged 66
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Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2604046 nChanged 73
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Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2604101 nChanged 87
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Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2604157 nChanged 82
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Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2604207.750000 Penalty: 11584.208984
	Iteration 85Q: 3 clusters Score -2604208 nChanged 77
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Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2891 members 
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Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2604298 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2604336 nChanged 65
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Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2604372 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2604393.250000 Penalty: 11584.208984
	Iteration 90Q: 3 clusters Score -2604393 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2604419 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2604444 nChanged 56
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Mstep: Class 1 contains 9529 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2604476 nChanged 45
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Mstep: Class 1 contains 9486 members 
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Entering Unmasked Estep 
Score: -2604501.500000 Penalty: 11584.208984
	Iteration 94Q: 3 clusters Score -2604502 nChanged 45
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Mstep: Class 1 contains 9441 members 
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	Iteration 95Q: 3 clusters Score -2604516 nChanged 40
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Mstep: Class 1 contains 9401 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2604540 nChanged 42
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Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2604556 nChanged 39
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Mstep: Class 1 contains 9320 members 
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Mstep: Class 1 contains 9270 members 
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Mstep: Class 1 contains 9220 members 
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Entering Unmasked Estep 
Score: -2604645.750000 Penalty: 11584.208984
	Iteration 100F: 3 clusters Score -2604646 nChanged 63
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Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2604671.750000 Penalty: 11584.208984
	Iteration 101Q: 3 clusters Score -2604672 nChanged 57
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Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2604708.750000 Penalty: 11584.208984
	Iteration 102Q: 3 clusters Score -2604709 nChanged 58
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Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2604746.750000 Penalty: 11584.208984
	Iteration 103Q: 3 clusters Score -2604747 nChanged 64
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Mstep: Class 1 contains 8986 members 
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Entering Unmasked Estep 
Score: -2604771.500000 Penalty: 11584.208984
	Iteration 104Q: 3 clusters Score -2604772 nChanged 68
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Mstep: Class 1 contains 8920 members 
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	Iteration 105Q: 3 clusters Score -2604819 nChanged 81
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Mstep: Class 1 contains 8839 members 
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	Iteration 106Q: 3 clusters Score -2604864 nChanged 83
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Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4035 members 
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Score: -2604912.500000 Penalty: 11584.208984
	Iteration 107Q: 3 clusters Score -2604912 nChanged 64
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Mstep: Class 1 contains 8692 members 
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Score: -2604939.250000 Penalty: 11584.208984
	Iteration 108Q: 3 clusters Score -2604939 nChanged 75
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Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4174 members 
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Score: -2604983.000000 Penalty: 11584.208984
	Iteration 109Q: 3 clusters Score -2604983 nChanged 87
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Mstep: Class 1 contains 8530 members 
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Entering Unmasked Estep 
Score: -2605039.500000 Penalty: 11584.208984
	Iteration 110Q: 3 clusters Score -2605040 nChanged 82
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Mstep: Class 1 contains 8448 members 
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Score: -2605078.500000 Penalty: 11584.208984
	Iteration 111Q: 3 clusters Score -2605078 nChanged 79
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Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2605124.750000 Penalty: 11584.208984
	Iteration 112Q: 3 clusters Score -2605125 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8297 members 
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Entering Unmasked Estep 
Score: -2605168.500000 Penalty: 11584.208984
	Iteration 113Q: 3 clusters Score -2605168 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2605208.500000 Penalty: 11584.208984
	Iteration 114Q: 3 clusters Score -2605208 nChanged 69
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Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2605238.500000 Penalty: 11584.208984
	Iteration 115Q: 3 clusters Score -2605238 nChanged 73
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Mstep: Class 1 contains 8079 members 
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Entering Unmasked Estep 
Score: -2605273.250000 Penalty: 11584.208984
	Iteration 116Q: 3 clusters Score -2605273 nChanged 73
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Mstep: Class 1 contains 8006 members 
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Entering Unmasked Estep 
Score: -2605311.500000 Penalty: 11584.208984
	Iteration 117Q: 3 clusters Score -2605312 nChanged 64
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Mstep: Class 1 contains 7942 members 
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	Iteration 118Q: 3 clusters Score -2605350 nChanged 66
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Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2605368.250000 Penalty: 11584.208984
	Iteration 119Q: 3 clusters Score -2605368 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2605394.250000 Penalty: 11584.208984
	Iteration 120F: 3 clusters Score -2605394 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5022 members 
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Score: -2605429.000000 Penalty: 11584.208984
	Iteration 121Q: 3 clusters Score -2605429 nChanged 49
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Mstep: Class 1 contains 7720 members 
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Entering Unmasked Estep 
Score: -2605448.000000 Penalty: 11584.208984
	Iteration 122Q: 3 clusters Score -2605448 nChanged 48
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Mstep: Class 1 contains 7672 members 
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Entering Unmasked Estep 
Score: -2605473.250000 Penalty: 11584.208984
	Iteration 123Q: 3 clusters Score -2605473 nChanged 47
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Mstep: Class 1 contains 7625 members 
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Entering Unmasked Estep 
Score: -2605491.000000 Penalty: 11584.208984
	Iteration 124Q: 3 clusters Score -2605491 nChanged 49
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Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5215 members 
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Score: -2605509.750000 Penalty: 11584.208984
	Iteration 125Q: 3 clusters Score -2605510 nChanged 44
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Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2605524.000000 Penalty: 11584.208984
	Iteration 126Q: 3 clusters Score -2605524 nChanged 45
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Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2605538.000000 Penalty: 11584.208984
	Iteration 127Q: 3 clusters Score -2605538 nChanged 37
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Mstep: Class 1 contains 7450 members 
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Entering Unmasked Estep 
Score: -2605557.500000 Penalty: 11584.208984
	Iteration 128Q: 3 clusters Score -2605558 nChanged 27
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Mstep: Class 1 contains 7423 members 
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Entering Unmasked Estep 
Score: -2605568.500000 Penalty: 11584.208984
	Iteration 129Q: 3 clusters Score -2605568 nChanged 20
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Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2605581.250000 Penalty: 11584.208984
	Iteration 130Q: 3 clusters Score -2605581 nChanged 18
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Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2605584.500000 Penalty: 11584.208984
	Iteration 131Q: 3 clusters Score -2605584 nChanged 19
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Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2605588.750000 Penalty: 11584.208984
	Iteration 132Q: 3 clusters Score -2605589 nChanged 16
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Mstep: Class 1 contains 7350 members 
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Entering Unmasked Estep 
Score: -2605598.500000 Penalty: 11584.208984
	Iteration 133Q: 3 clusters Score -2605598 nChanged 13
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Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2605603.500000 Penalty: 11584.208984
	Iteration 134Q: 3 clusters Score -2605604 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
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Entering Unmasked Estep 
Score: -2605607.750000 Penalty: 11584.208984
	Iteration 135Q: 3 clusters Score -2605608 nChanged 17
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Entering Unmasked Estep 
Score: -2605615.750000 Penalty: 11584.208984
	Iteration 136Q: 3 clusters Score -2605616 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2605615.250000 Penalty: 11584.208984
	Iteration 137Q: 3 clusters Score -2605615 nChanged 14
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Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2605619.000000 Penalty: 11584.208984
	Iteration 138Q: 3 clusters Score -2605619 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
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Entering Unmasked Estep 
Score: -2605620.250000 Penalty: 11584.208984
	Iteration 139Q: 3 clusters Score -2605620 nChanged 8
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Entering Unmasked Estep 
Score: -2605620.500000 Penalty: 11584.208984
	Iteration 140F: 3 clusters Score -2605620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2605624.250000 Penalty: 11584.208984
	Iteration 141Q: 3 clusters Score -2605624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2605627.250000 Penalty: 11584.208984
	Iteration 142Q: 3 clusters Score -2605627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2605621.750000 Penalty: 11584.208984
	Iteration 143Q: 3 clusters Score -2605622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2605623.000000 Penalty: 11584.208984
	Iteration 144Q: 3 clusters Score -2605623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2605625.750000 Penalty: 11584.208984
	Iteration 145Q: 3 clusters Score -2605626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2605625.750000 Penalty: 11584.208984
	Iteration 146F: 3 clusters Score -2605626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Entering Unmasked Estep 
Score: -2561861.500000 Penalty: 5800.380371
	Iteration 0F: 2 clusters Score -2561862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2549781.000000 Penalty: 11600.760742
	Iteration 0F: 3 clusters Score -2549781 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2552707.500000 Penalty: 11600.760742
	Iteration 1F: 3 clusters Score -2552708 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2553529.750000 Penalty: 11600.760742
	Iteration 2F: 3 clusters Score -2553530 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2554143.000000 Penalty: 11600.760742
	Iteration 3F: 3 clusters Score -2554143 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2554683.000000 Penalty: 11600.760742
	Iteration 4F: 3 clusters Score -2554683 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2555145.500000 Penalty: 11600.760742
	Iteration 5Q: 3 clusters Score -2555146 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2555501.250000 Penalty: 11600.760742
	Iteration 6Q: 3 clusters Score -2555501 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2555848.750000 Penalty: 11600.760742
	Iteration 7Q: 3 clusters Score -2555849 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2556164.500000 Penalty: 11600.760742
	Iteration 8Q: 3 clusters Score -2556164 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2556463.500000 Penalty: 11600.760742
	Iteration 9Q: 3 clusters Score -2556464 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2556737.500000 Penalty: 11600.760742
	Iteration 10Q: 3 clusters Score -2556738 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2556987.250000 Penalty: 11600.760742
	Iteration 11Q: 3 clusters Score -2556987 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2557220.000000 Penalty: 11600.760742
	Iteration 12Q: 3 clusters Score -2557220 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2557437.000000 Penalty: 11600.760742
	Iteration 13Q: 3 clusters Score -2557437 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2557581.250000 Penalty: 11600.760742
	Iteration 14Q: 3 clusters Score -2557581 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2557701.000000 Penalty: 11600.760742
	Iteration 15Q: 3 clusters Score -2557701 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2557809.500000 Penalty: 11600.760742
	Iteration 16Q: 3 clusters Score -2557810 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2557899.500000 Penalty: 11600.760742
	Iteration 17Q: 3 clusters Score -2557900 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2557963.000000 Penalty: 11600.760742
	Iteration 18Q: 3 clusters Score -2557963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2558019.500000 Penalty: 11600.760742
	Iteration 19Q: 3 clusters Score -2558020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2558052.250000 Penalty: 11600.760742
	Iteration 20F: 3 clusters Score -2558052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2558089.250000 Penalty: 11600.760742
	Iteration 21Q: 3 clusters Score -2558089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2558108.500000 Penalty: 11600.760742
	Iteration 22Q: 3 clusters Score -2558108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2558131.500000 Penalty: 11600.760742
	Iteration 23Q: 3 clusters Score -2558132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2558152.250000 Penalty: 11600.760742
	Iteration 24Q: 3 clusters Score -2558152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2558177.750000 Penalty: 11600.760742
	Iteration 25Q: 3 clusters Score -2558178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2558194.000000 Penalty: 11600.760742
	Iteration 26Q: 3 clusters Score -2558194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2558214.250000 Penalty: 11600.760742
	Iteration 27Q: 3 clusters Score -2558214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2558226.500000 Penalty: 11600.760742
	Iteration 28Q: 3 clusters Score -2558226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2558238.000000 Penalty: 11600.760742
	Iteration 29Q: 3 clusters Score -2558238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2558245.500000 Penalty: 11600.760742
	Iteration 30Q: 3 clusters Score -2558246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2558253.000000 Penalty: 11600.760742
	Iteration 31Q: 3 clusters Score -2558253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2558264.500000 Penalty: 11600.760742
	Iteration 32Q: 3 clusters Score -2558264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2558275.250000 Penalty: 11600.760742
	Iteration 33Q: 3 clusters Score -2558275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2558281.500000 Penalty: 11600.760742
	Iteration 34Q: 3 clusters Score -2558282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2558290.750000 Penalty: 11600.760742
	Iteration 35Q: 3 clusters Score -2558291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2558298.750000 Penalty: 11600.760742
	Iteration 36Q: 3 clusters Score -2558299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2558305.250000 Penalty: 11600.760742
	Iteration 37Q: 3 clusters Score -2558305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2558306.750000 Penalty: 11600.760742
	Iteration 38Q: 3 clusters Score -2558307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2558306.250000 Penalty: 11600.760742
	Iteration 39Q: 3 clusters Score -2558306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2558321.250000 Penalty: 11600.760742
	Iteration 40F: 3 clusters Score -2558321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2558321.000000 Penalty: 11600.760742
	Iteration 41Q: 3 clusters Score -2558321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2558328.250000 Penalty: 11600.760742
	Iteration 42Q: 3 clusters Score -2558328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2558331.750000 Penalty: 11600.760742
	Iteration 43Q: 3 clusters Score -2558332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2558339.250000 Penalty: 11600.760742
	Iteration 44Q: 3 clusters Score -2558339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2558344.000000 Penalty: 11600.760742
	Iteration 45Q: 3 clusters Score -2558344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2558355.000000 Penalty: 11600.760742
	Iteration 46Q: 3 clusters Score -2558355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2558360.500000 Penalty: 11600.760742
	Iteration 47Q: 3 clusters Score -2558360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2558375.750000 Penalty: 11600.760742
	Iteration 48Q: 3 clusters Score -2558376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2558385.250000 Penalty: 11600.760742
	Iteration 49Q: 3 clusters Score -2558385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2558404.500000 Penalty: 11600.760742
	Iteration 50Q: 3 clusters Score -2558404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2558420.500000 Penalty: 11600.760742
	Iteration 51Q: 3 clusters Score -2558420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2558433.250000 Penalty: 11600.760742
	Iteration 52Q: 3 clusters Score -2558433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2558437.500000 Penalty: 11600.760742
	Iteration 53Q: 3 clusters Score -2558438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2558440.500000 Penalty: 11600.760742
	Iteration 54Q: 3 clusters Score -2558440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2558455.500000 Penalty: 11600.760742
	Iteration 55Q: 3 clusters Score -2558456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2558471.750000 Penalty: 11600.760742
	Iteration 56Q: 3 clusters Score -2558472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2558484.250000 Penalty: 11600.760742
	Iteration 57Q: 3 clusters Score -2558484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2558494.000000 Penalty: 11600.760742
	Iteration 58Q: 3 clusters Score -2558494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2558506.750000 Penalty: 11600.760742
	Iteration 59Q: 3 clusters Score -2558507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2558524.250000 Penalty: 11600.760742
	Iteration 60F: 3 clusters Score -2558524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2558547.250000 Penalty: 11600.760742
	Iteration 61Q: 3 clusters Score -2558547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2558586.750000 Penalty: 11600.760742
	Iteration 62Q: 3 clusters Score -2558587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2558616.000000 Penalty: 11600.760742
	Iteration 63Q: 3 clusters Score -2558616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2558650.250000 Penalty: 11600.760742
	Iteration 64Q: 3 clusters Score -2558650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2558686.500000 Penalty: 11600.760742
	Iteration 65Q: 3 clusters Score -2558686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2558719.750000 Penalty: 11600.760742
	Iteration 66Q: 3 clusters Score -2558720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2558735.250000 Penalty: 11600.760742
	Iteration 67Q: 3 clusters Score -2558735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2558757.750000 Penalty: 11600.760742
	Iteration 68Q: 3 clusters Score -2558758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2558775.500000 Penalty: 11600.760742
	Iteration 69Q: 3 clusters Score -2558776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2558791.000000 Penalty: 11600.760742
	Iteration 70Q: 3 clusters Score -2558791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2558819.000000 Penalty: 11600.760742
	Iteration 71Q: 3 clusters Score -2558819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2558828.250000 Penalty: 11600.760742
	Iteration 72Q: 3 clusters Score -2558828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2558839.250000 Penalty: 11600.760742
	Iteration 73Q: 3 clusters Score -2558839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2558856.250000 Penalty: 11600.760742
	Iteration 74Q: 3 clusters Score -2558856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2558853.750000 Penalty: 11600.760742
	Iteration 75Q: 3 clusters Score -2558854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2558861.000000 Penalty: 11600.760742
	Iteration 76Q: 3 clusters Score -2558861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2558870.500000 Penalty: 11600.760742
	Iteration 77Q: 3 clusters Score -2558870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2558872.250000 Penalty: 11600.760742
	Iteration 78Q: 3 clusters Score -2558872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2558876.750000 Penalty: 11600.760742
	Iteration 79Q: 3 clusters Score -2558877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2558884.750000 Penalty: 11600.760742
	Iteration 80F: 3 clusters Score -2558885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2558882.000000 Penalty: 11600.760742
	Iteration 81Q: 3 clusters Score -2558882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2558882.000000 Penalty: 11600.760742
	Iteration 82F: 3 clusters Score -2558882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Entering Unmasked Estep 
Score: -5752357.500000 Penalty: 6301.442871
	Iteration 0F: 2 clusters Score -5752358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -5729819.500000 Penalty: 12602.885742
	Iteration 0F: 3 clusters Score -5729820 nChanged 12406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -5736421.000000 Penalty: 12602.885742
	Iteration 1F: 3 clusters Score -5736421 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -5737366.500000 Penalty: 12602.885742
	Iteration 2F: 3 clusters Score -5737366 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -5738178.500000 Penalty: 12602.885742
	Iteration 3F: 3 clusters Score -5738178 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -5738884.500000 Penalty: 12602.885742
	Iteration 4Q: 3 clusters Score -5738884 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -5739518.000000 Penalty: 12602.885742
	Iteration 5Q: 3 clusters Score -5739518 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -5740205.500000 Penalty: 12602.885742
	Iteration 6Q: 3 clusters Score -5740206 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -5740910.500000 Penalty: 12602.885742
	Iteration 7Q: 3 clusters Score -5740910 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -5741534.000000 Penalty: 12602.885742
	Iteration 8Q: 3 clusters Score -5741534 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -5742188.500000 Penalty: 12602.885742
	Iteration 9Q: 3 clusters Score -5742188 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -5742759.000000 Penalty: 12602.885742
	Iteration 10Q: 3 clusters Score -5742759 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -5743356.000000 Penalty: 12602.885742
	Iteration 11Q: 3 clusters Score -5743356 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -5743921.000000 Penalty: 12602.885742
	Iteration 12Q: 3 clusters Score -5743921 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -5744453.000000 Penalty: 12602.885742
	Iteration 13Q: 3 clusters Score -5744453 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5744856.500000 Penalty: 12602.885742
	Iteration 14Q: 3 clusters Score -5744856 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -5745228.500000 Penalty: 12602.885742
	Iteration 15Q: 3 clusters Score -5745228 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -5745463.000000 Penalty: 12602.885742
	Iteration 16Q: 3 clusters Score -5745463 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -5745674.000000 Penalty: 12602.885742
	Iteration 17Q: 3 clusters Score -5745674 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -5745836.000000 Penalty: 12602.885742
	Iteration 18Q: 3 clusters Score -5745836 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -5745971.000000 Penalty: 12602.885742
	Iteration 19Q: 3 clusters Score -5745971 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -5746046.000000 Penalty: 12602.885742
	Iteration 20F: 3 clusters Score -5746046 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5746115.000000 Penalty: 12602.885742
	Iteration 21Q: 3 clusters Score -5746115 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -5746195.500000 Penalty: 12602.885742
	Iteration 22Q: 3 clusters Score -5746196 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -5746214.500000 Penalty: 12602.885742
	Iteration 23Q: 3 clusters Score -5746214 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -5746281.500000 Penalty: 12602.885742
	Iteration 24Q: 3 clusters Score -5746282 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -5746323.000000 Penalty: 12602.885742
	Iteration 25Q: 3 clusters Score -5746323 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -5746317.000000 Penalty: 12602.885742
	Iteration 26Q: 3 clusters Score -5746317 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5746348.000000 Penalty: 12602.885742
	Iteration 27Q: 3 clusters Score -5746348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -5746359.000000 Penalty: 12602.885742
	Iteration 28Q: 3 clusters Score -5746359 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -5746360.500000 Penalty: 12602.885742
	Iteration 29Q: 3 clusters Score -5746360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -5746363.000000 Penalty: 12602.885742
	Iteration 30Q: 3 clusters Score -5746363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -5746367.000000 Penalty: 12602.885742
	Iteration 31Q: 3 clusters Score -5746367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -5746371.000000 Penalty: 12602.885742
	Iteration 32Q: 3 clusters Score -5746371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -5746381.500000 Penalty: 12602.885742
	Iteration 33Q: 3 clusters Score -5746382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -5746384.500000 Penalty: 12602.885742
	Iteration 34Q: 3 clusters Score -5746384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -5746394.000000 Penalty: 12602.885742
	Iteration 35Q: 3 clusters Score -5746394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5746402.000000 Penalty: 12602.885742
	Iteration 36Q: 3 clusters Score -5746402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -5746392.500000 Penalty: 12602.885742
	Iteration 37Q: 3 clusters Score -5746392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5746399.500000 Penalty: 12602.885742
	Iteration 38Q: 3 clusters Score -5746400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -5746397.500000 Penalty: 12602.885742
	Iteration 39Q: 3 clusters Score -5746398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -5746401.500000 Penalty: 12602.885742
	Iteration 40F: 3 clusters Score -5746402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5746409.000000 Penalty: 12602.885742
	Iteration 41Q: 3 clusters Score -5746409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5746401.000000 Penalty: 12602.885742
	Iteration 42Q: 3 clusters Score -5746401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -5746403.000000 Penalty: 12602.885742
	Iteration 43Q: 3 clusters Score -5746403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5746403.500000 Penalty: 12602.885742
	Iteration 44Q: 3 clusters Score -5746404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5746397.500000 Penalty: 12602.885742
	Iteration 45Q: 3 clusters Score -5746398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5746403.500000 Penalty: 12602.885742
	Iteration 46Q: 3 clusters Score -5746404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5746409.500000 Penalty: 12602.885742
	Iteration 47Q: 3 clusters Score -5746410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5746406.000000 Penalty: 12602.885742
	Iteration 48Q: 3 clusters Score -5746406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5746409.000000 Penalty: 12602.885742
	Iteration 49Q: 3 clusters Score -5746409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -5746410.000000 Penalty: 12602.885742
	Iteration 50Q: 3 clusters Score -5746410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5746413.500000 Penalty: 12602.885742
	Iteration 51Q: 3 clusters Score -5746414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5746412.500000 Penalty: 12602.885742
	Iteration 52Q: 3 clusters Score -5746412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5746412.500000 Penalty: 12602.885742
	Iteration 53F: 3 clusters Score -5746412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Entering Unmasked Estep 
Score: -7452282.500000 Penalty: 6435.561035
	Iteration 0F: 2 clusters Score -7452282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -7425424.000000 Penalty: 12871.122070
	Iteration 0F: 3 clusters Score -7425424 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -7434461.500000 Penalty: 12871.122070
	Iteration 1F: 3 clusters Score -7434462 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -7436443.500000 Penalty: 12871.122070
	Iteration 2F: 3 clusters Score -7436444 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -7438728.000000 Penalty: 12871.122070
	Iteration 3F: 3 clusters Score -7438728 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -7441640.000000 Penalty: 12871.122070
	Iteration 4F: 3 clusters Score -7441640 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -7444691.500000 Penalty: 12871.122070
	Iteration 5F: 3 clusters Score -7444692 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -7447240.000000 Penalty: 12871.122070
	Iteration 6F: 3 clusters Score -7447240 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -7449259.500000 Penalty: 12871.122070
	Iteration 7F: 3 clusters Score -7449260 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -7450795.000000 Penalty: 12871.122070
	Iteration 8Q: 3 clusters Score -7450795 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -7451737.000000 Penalty: 12871.122070
	Iteration 9Q: 3 clusters Score -7451737 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -7452198.000000 Penalty: 12871.122070
	Iteration 10Q: 3 clusters Score -7452198 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -7452433.000000 Penalty: 12871.122070
	Iteration 11Q: 3 clusters Score -7452433 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -7452601.500000 Penalty: 12871.122070
	Iteration 12Q: 3 clusters Score -7452602 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -7452728.500000 Penalty: 12871.122070
	Iteration 13Q: 3 clusters Score -7452728 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -7452794.000000 Penalty: 12871.122070
	Iteration 14Q: 3 clusters Score -7452794 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -7452869.500000 Penalty: 12871.122070
	Iteration 15Q: 3 clusters Score -7452870 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -7452930.000000 Penalty: 12871.122070
	Iteration 16Q: 3 clusters Score -7452930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -7453001.500000 Penalty: 12871.122070
	Iteration 17Q: 3 clusters Score -7453002 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -7453065.500000 Penalty: 12871.122070
	Iteration 18Q: 3 clusters Score -7453066 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -7453137.000000 Penalty: 12871.122070
	Iteration 19Q: 3 clusters Score -7453137 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -7453153.500000 Penalty: 12871.122070
	Iteration 20F: 3 clusters Score -7453154 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -7453201.000000 Penalty: 12871.122070
	Iteration 21Q: 3 clusters Score -7453201 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -7453209.500000 Penalty: 12871.122070
	Iteration 22Q: 3 clusters Score -7453210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -7453265.500000 Penalty: 12871.122070
	Iteration 23Q: 3 clusters Score -7453266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -7453294.500000 Penalty: 12871.122070
	Iteration 24Q: 3 clusters Score -7453294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -7453332.500000 Penalty: 12871.122070
	Iteration 25Q: 3 clusters Score -7453332 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -7453365.500000 Penalty: 12871.122070
	Iteration 26Q: 3 clusters Score -7453366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -7453373.000000 Penalty: 12871.122070
	Iteration 27Q: 3 clusters Score -7453373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -7453369.500000 Penalty: 12871.122070
	Iteration 28Q: 3 clusters Score -7453370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -7453374.500000 Penalty: 12871.122070
	Iteration 29Q: 3 clusters Score -7453374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -7453399.000000 Penalty: 12871.122070
	Iteration 30Q: 3 clusters Score -7453399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -7453420.500000 Penalty: 12871.122070
	Iteration 31Q: 3 clusters Score -7453420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -7453439.000000 Penalty: 12871.122070
	Iteration 32Q: 3 clusters Score -7453439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -7453452.000000 Penalty: 12871.122070
	Iteration 33Q: 3 clusters Score -7453452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -7453459.500000 Penalty: 12871.122070
	Iteration 34Q: 3 clusters Score -7453460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -7453465.500000 Penalty: 12871.122070
	Iteration 35Q: 3 clusters Score -7453466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -7453472.500000 Penalty: 12871.122070
	Iteration 36Q: 3 clusters Score -7453472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -7453487.000000 Penalty: 12871.122070
	Iteration 37Q: 3 clusters Score -7453487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -7453487.500000 Penalty: 12871.122070
	Iteration 38Q: 3 clusters Score -7453488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -7453498.000000 Penalty: 12871.122070
	Iteration 39Q: 3 clusters Score -7453498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -7453497.000000 Penalty: 12871.122070
	Iteration 40F: 3 clusters Score -7453497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -7453487.500000 Penalty: 12871.122070
	Iteration 41Q: 3 clusters Score -7453488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -7453488.000000 Penalty: 12871.122070
	Iteration 42Q: 3 clusters Score -7453488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -7453489.000000 Penalty: 12871.122070
	Iteration 43Q: 3 clusters Score -7453489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -7453495.500000 Penalty: 12871.122070
	Iteration 44Q: 3 clusters Score -7453496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -7453490.000000 Penalty: 12871.122070
	Iteration 45Q: 3 clusters Score -7453490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7453489.500000 Penalty: 12871.122070
	Iteration 46Q: 3 clusters Score -7453490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7453489.500000 Penalty: 12871.122070
	Iteration 47F: 3 clusters Score -7453490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 78025 members 
Mstep: Class 5 contains 40594 members 
Mstep: Class 6 contains 24420 members 
Mstep: Class 7 contains 20071 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1411 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6034 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 30538 members 
Mstep: Class 18 contains 101653 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 21 contains 61900 members 
Entering Unmasked Estep 
Score: -89370888.000000 Penalty: 159238.796875
Splitting cluster 17 changes total score from -89358328.000000 to -89370888.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 18 (101653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Entering Unmasked Estep 
Score: -20791446.000000 Penalty: 7061.708984
	Iteration 0F: 2 clusters Score -2.079145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -20722240.000000 Penalty: 14123.417969
	Iteration 0F: 3 clusters Score -2.072224e+07 nChanged 46469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -20749360.000000 Penalty: 14123.417969
	Iteration 1F: 3 clusters Score -2.074936e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -20755216.000000 Penalty: 14123.417969
	Iteration 2F: 3 clusters Score -2.075522e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -20768716.000000 Penalty: 14123.417969
	Iteration 3F: 3 clusters Score -2.076872e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -20787668.000000 Penalty: 14123.417969
	Iteration 4F: 3 clusters Score -2.078767e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -20801840.000000 Penalty: 14123.417969
	Iteration 5F: 3 clusters Score -2.080184e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -20808190.000000 Penalty: 14123.417969
	Iteration 6F: 3 clusters Score -2.080819e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -20810180.000000 Penalty: 14123.417969
	Iteration 7Q: 3 clusters Score -2.081018e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 84988 members 
Entering Unmasked Estep 
Score: -20810762.000000 Penalty: 14123.417969
	Iteration 8Q: 3 clusters Score -2.081076e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -20811144.000000 Penalty: 14123.417969
	Iteration 9Q: 3 clusters Score -2.081114e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -20811400.000000 Penalty: 14123.417969
	Iteration 10Q: 3 clusters Score -2.08114e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -20811544.000000 Penalty: 14123.417969
	Iteration 11Q: 3 clusters Score -2.081154e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -20811562.000000 Penalty: 14123.417969
	Iteration 12Q: 3 clusters Score -2.081156e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -20811618.000000 Penalty: 14123.417969
	Iteration 13Q: 3 clusters Score -2.081162e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 88484 members 
Entering Unmasked Estep 
Score: -20811626.000000 Penalty: 14123.417969
	Iteration 14Q: 3 clusters Score -2.081163e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -20811646.000000 Penalty: 14123.417969
	Iteration 15Q: 3 clusters Score -2.081165e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -20811626.000000 Penalty: 14123.417969
	Iteration 16Q: 3 clusters Score -2.081163e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -20811640.000000 Penalty: 14123.417969
	Iteration 17Q: 3 clusters Score -2.081164e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -20811612.000000 Penalty: 14123.417969
	Iteration 18Q: 3 clusters Score -2.081161e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -20811624.000000 Penalty: 14123.417969
	Iteration 19Q: 3 clusters Score -2.081162e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -20811644.000000 Penalty: 14123.417969
	Iteration 20F: 3 clusters Score -2.081164e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -20811616.000000 Penalty: 14123.417969
	Iteration 21Q: 3 clusters Score -2.081162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -20811594.000000 Penalty: 14123.417969
	Iteration 22Q: 3 clusters Score -2.081159e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -20811600.000000 Penalty: 14123.417969
	Iteration 23Q: 3 clusters Score -2.08116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -20811608.000000 Penalty: 14123.417969
	Iteration 24Q: 3 clusters Score -2.081161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -20811588.000000 Penalty: 14123.417969
	Iteration 25Q: 3 clusters Score -2.081159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -20811594.000000 Penalty: 14123.417969
	Iteration 26Q: 3 clusters Score -2.081159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -20811584.000000 Penalty: 14123.417969
	Iteration 27Q: 3 clusters Score -2.081158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -20811588.000000 Penalty: 14123.417969
	Iteration 28Q: 3 clusters Score -2.081159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -20811590.000000 Penalty: 14123.417969
	Iteration 29Q: 3 clusters Score -2.081159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 89418 members 
Entering Unmasked Estep 
Score: -20811594.000000 Penalty: 14123.417969
	Iteration 30Q: 3 clusters Score -2.081159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -20811598.000000 Penalty: 14123.417969
	Iteration 31Q: 3 clusters Score -2.08116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -20811608.000000 Penalty: 14123.417969
	Iteration 32Q: 3 clusters Score -2.081161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -20811608.000000 Penalty: 14123.417969
	Iteration 33Q: 3 clusters Score -2.081161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -20811598.000000 Penalty: 14123.417969
	Iteration 34Q: 3 clusters Score -2.08116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 89446 members 
Entering Unmasked Estep 
Score: -20811616.000000 Penalty: 14123.417969
	Iteration 35Q: 3 clusters Score -2.081162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 89450 members 
Entering Unmasked Estep 
Score: -20811612.000000 Penalty: 14123.417969
	Iteration 36Q: 3 clusters Score -2.081161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -20811602.000000 Penalty: 14123.417969
	Iteration 37Q: 3 clusters Score -2.08116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -20811616.000000 Penalty: 14123.417969
	Iteration 38Q: 3 clusters Score -2.081162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -20811612.000000 Penalty: 14123.417969
	Iteration 39Q: 3 clusters Score -2.081161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -20811614.000000 Penalty: 14123.417969
	Iteration 40F: 3 clusters Score -2.081161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -20811618.000000 Penalty: 14123.417969
	Iteration 41Q: 3 clusters Score -2.081162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -20811598.000000 Penalty: 14123.417969
	Iteration 42Q: 3 clusters Score -2.08116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -20811612.000000 Penalty: 14123.417969
	Iteration 43Q: 3 clusters Score -2.081161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -20811618.000000 Penalty: 14123.417969
	Iteration 44Q: 3 clusters Score -2.081162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -20811618.000000 Penalty: 14123.417969
	Iteration 45F: 3 clusters Score -2.081162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 78025 members 
Mstep: Class 5 contains 40594 members 
Mstep: Class 6 contains 24420 members 
Mstep: Class 7 contains 20071 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1411 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6034 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 30538 members 
Mstep: Class 18 contains 12172 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 89481 members 
Mstep: Class 21 contains 61900 members 
Entering Unmasked Estep 
Score: -89390016.000000 Penalty: 167200.734375
Splitting cluster 18 changes total score from -89358328.000000 to -89390016.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 19 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -173521.687500 Penalty: 4160.998047
	Iteration 0F: 2 clusters Score -173521.7 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 453 members 
Entering Unmasked Estep 
Score: -169577.578125 Penalty: 8321.996094
	Iteration 0F: 3 clusters Score -169577.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -169905.031250 Penalty: 8321.996094
	Iteration 1F: 3 clusters Score -169905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -170068.296875 Penalty: 8321.996094
	Iteration 2Q: 3 clusters Score -170068.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -170272.812500 Penalty: 8321.996094
	Iteration 3Q: 3 clusters Score -170272.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -170320.531250 Penalty: 8321.996094
	Iteration 4Q: 3 clusters Score -170320.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -170373.546875 Penalty: 8321.996094
	Iteration 5Q: 3 clusters Score -170373.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -170394.328125 Penalty: 8321.996094
	Iteration 6Q: 3 clusters Score -170394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -170395.671875 Penalty: 8321.996094
	Iteration 7Q: 3 clusters Score -170395.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -170400.250000 Penalty: 8321.996094
	Iteration 8Q: 3 clusters Score -170400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -170412.109375 Penalty: 8321.996094
	Iteration 9Q: 3 clusters Score -170412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -170414.937500 Penalty: 8321.996094
	Iteration 10Q: 3 clusters Score -170414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -170418.406250 Penalty: 8321.996094
	Iteration 11Q: 3 clusters Score -170418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -170421.796875 Penalty: 8321.996094
	Iteration 12Q: 3 clusters Score -170421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -170421.796875 Penalty: 8321.996094
	Iteration 13F: 3 clusters Score -170421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Entering Unmasked Estep 
Score: -12746009.000000 Penalty: 6757.881348
	Iteration 0F: 2 clusters Score -1.274601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -12702799.000000 Penalty: 13515.762695
	Iteration 0F: 3 clusters Score -1.27028e+07 nChanged 27594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -12718066.000000 Penalty: 13515.762695
	Iteration 1F: 3 clusters Score -1.271807e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -12719343.000000 Penalty: 13515.762695
	Iteration 2F: 3 clusters Score -1.271934e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -12720568.000000 Penalty: 13515.762695
	Iteration 3Q: 3 clusters Score -1.272057e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -12721846.000000 Penalty: 13515.762695
	Iteration 4Q: 3 clusters Score -1.272185e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -12723274.000000 Penalty: 13515.762695
	Iteration 5Q: 3 clusters Score -1.272327e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -12724868.000000 Penalty: 13515.762695
	Iteration 6Q: 3 clusters Score -1.272487e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -12726689.000000 Penalty: 13515.762695
	Iteration 7F: 3 clusters Score -1.272669e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -12728601.000000 Penalty: 13515.762695
	Iteration 8F: 3 clusters Score -1.27286e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -12730623.000000 Penalty: 13515.762695
	Iteration 9F: 3 clusters Score -1.273062e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -12732688.000000 Penalty: 13515.762695
	Iteration 10F: 3 clusters Score -1.273269e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -12734485.000000 Penalty: 13515.762695
	Iteration 11Q: 3 clusters Score -1.273448e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -12735854.000000 Penalty: 13515.762695
	Iteration 12Q: 3 clusters Score -1.273585e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -12736870.000000 Penalty: 13515.762695
	Iteration 13Q: 3 clusters Score -1.273687e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -12737786.000000 Penalty: 13515.762695
	Iteration 14Q: 3 clusters Score -1.273779e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -12738547.000000 Penalty: 13515.762695
	Iteration 15Q: 3 clusters Score -1.273855e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -12739189.000000 Penalty: 13515.762695
	Iteration 16Q: 3 clusters Score -1.273919e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -12739765.000000 Penalty: 13515.762695
	Iteration 17Q: 3 clusters Score -1.273976e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -12740262.000000 Penalty: 13515.762695
	Iteration 18Q: 3 clusters Score -1.274026e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -12740717.000000 Penalty: 13515.762695
	Iteration 19Q: 3 clusters Score -1.274072e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -12741132.000000 Penalty: 13515.762695
	Iteration 20F: 3 clusters Score -1.274113e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -12741585.000000 Penalty: 13515.762695
	Iteration 21Q: 3 clusters Score -1.274158e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -12741956.000000 Penalty: 13515.762695
	Iteration 22Q: 3 clusters Score -1.274196e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -12742268.000000 Penalty: 13515.762695
	Iteration 23Q: 3 clusters Score -1.274227e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -12742483.000000 Penalty: 13515.762695
	Iteration 24Q: 3 clusters Score -1.274248e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -12742802.000000 Penalty: 13515.762695
	Iteration 25Q: 3 clusters Score -1.27428e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -12743092.000000 Penalty: 13515.762695
	Iteration 26Q: 3 clusters Score -1.274309e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -12743435.000000 Penalty: 13515.762695
	Iteration 27Q: 3 clusters Score -1.274344e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -12743658.000000 Penalty: 13515.762695
	Iteration 28Q: 3 clusters Score -1.274366e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -12743926.000000 Penalty: 13515.762695
	Iteration 29Q: 3 clusters Score -1.274393e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -12744140.000000 Penalty: 13515.762695
	Iteration 30Q: 3 clusters Score -1.274414e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -12744341.000000 Penalty: 13515.762695
	Iteration 31Q: 3 clusters Score -1.274434e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -12744503.000000 Penalty: 13515.762695
	Iteration 32Q: 3 clusters Score -1.27445e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -12744659.000000 Penalty: 13515.762695
	Iteration 33Q: 3 clusters Score -1.274466e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -12744902.000000 Penalty: 13515.762695
	Iteration 34Q: 3 clusters Score -1.27449e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -12745114.000000 Penalty: 13515.762695
	Iteration 35Q: 3 clusters Score -1.274511e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -12745369.000000 Penalty: 13515.762695
	Iteration 36Q: 3 clusters Score -1.274537e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -12745641.000000 Penalty: 13515.762695
	Iteration 37Q: 3 clusters Score -1.274564e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -12745909.000000 Penalty: 13515.762695
	Iteration 38Q: 3 clusters Score -1.274591e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -12746290.000000 Penalty: 13515.762695
	Iteration 39Q: 3 clusters Score -1.274629e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -12746713.000000 Penalty: 13515.762695
	Iteration 40F: 3 clusters Score -1.274671e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -12747227.000000 Penalty: 13515.762695
	Iteration 41Q: 3 clusters Score -1.274723e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -12747674.000000 Penalty: 13515.762695
	Iteration 42Q: 3 clusters Score -1.274767e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -12748015.000000 Penalty: 13515.762695
	Iteration 43Q: 3 clusters Score -1.274802e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -12748384.000000 Penalty: 13515.762695
	Iteration 44Q: 3 clusters Score -1.274838e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -12748590.000000 Penalty: 13515.762695
	Iteration 45Q: 3 clusters Score -1.274859e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -12748730.000000 Penalty: 13515.762695
	Iteration 46Q: 3 clusters Score -1.274873e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -12748821.000000 Penalty: 13515.762695
	Iteration 47Q: 3 clusters Score -1.274882e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -12748922.000000 Penalty: 13515.762695
	Iteration 48Q: 3 clusters Score -1.274892e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -12748958.000000 Penalty: 13515.762695
	Iteration 49Q: 3 clusters Score -1.274896e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -12748997.000000 Penalty: 13515.762695
	Iteration 50Q: 3 clusters Score -1.2749e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -12749034.000000 Penalty: 13515.762695
	Iteration 51Q: 3 clusters Score -1.274903e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -12749104.000000 Penalty: 13515.762695
	Iteration 52Q: 3 clusters Score -1.27491e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -12749113.000000 Penalty: 13515.762695
	Iteration 53Q: 3 clusters Score -1.274911e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -12749099.000000 Penalty: 13515.762695
	Iteration 54Q: 3 clusters Score -1.27491e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -12749097.000000 Penalty: 13515.762695
	Iteration 55Q: 3 clusters Score -1.27491e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -12749100.000000 Penalty: 13515.762695
	Iteration 56Q: 3 clusters Score -1.27491e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -12749090.000000 Penalty: 13515.762695
	Iteration 57Q: 3 clusters Score -1.274909e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -12749092.000000 Penalty: 13515.762695
	Iteration 58Q: 3 clusters Score -1.274909e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -12749122.000000 Penalty: 13515.762695
	Iteration 59Q: 3 clusters Score -1.274912e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -12749107.000000 Penalty: 13515.762695
	Iteration 60F: 3 clusters Score -1.274911e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -12749086.000000 Penalty: 13515.762695
	Iteration 61Q: 3 clusters Score -1.274909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -12749084.000000 Penalty: 13515.762695
	Iteration 62Q: 3 clusters Score -1.274908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -12749092.000000 Penalty: 13515.762695
	Iteration 63Q: 3 clusters Score -1.274909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -12749098.000000 Penalty: 13515.762695
	Iteration 64Q: 3 clusters Score -1.27491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -12749114.000000 Penalty: 13515.762695
	Iteration 65Q: 3 clusters Score -1.274911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -12749121.000000 Penalty: 13515.762695
	Iteration 66Q: 3 clusters Score -1.274912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -12749119.000000 Penalty: 13515.762695
	Iteration 67Q: 3 clusters Score -1.274912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -12749123.000000 Penalty: 13515.762695
	Iteration 68Q: 3 clusters Score -1.274912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -12749134.000000 Penalty: 13515.762695
	Iteration 69Q: 3 clusters Score -1.274913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -12749139.000000 Penalty: 13515.762695
	Iteration 70Q: 3 clusters Score -1.274914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -12749140.000000 Penalty: 13515.762695
	Iteration 71Q: 3 clusters Score -1.274914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -12749140.000000 Penalty: 13515.762695
	Iteration 72F: 3 clusters Score -1.274914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 78025 members 
Mstep: Class 5 contains 40594 members 
Mstep: Class 6 contains 24420 members 
Mstep: Class 7 contains 20071 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1411 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6034 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 30538 members 
Mstep: Class 18 contains 12172 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 89481 members 
Mstep: Class 21 contains 36829 members 
Mstep: Class 22 contains 25071 members 
Entering Unmasked Estep 
Score: -89392288.000000 Penalty: 175162.671875
Splitting cluster 21 changes total score from -89358328.000000 to -89392288.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 6 contains 24420 members 
Mstep: Class 7 contains 20071 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1411 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 30538 members 
Mstep: Class 18 contains 12172 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 21 contains 36829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89403000.000000 Penalty: 175162.671875
Iteration 39Q: 23 clusters Score -8.9403e+07 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 488 members 
Mstep: Class 4 contains 76859 members 
Mstep: Class 5 contains 40609 members 
Mstep: Class 6 contains 23839 members 
Mstep: Class 7 contains 20504 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 18263 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 5849 members 
Mstep: Class 14 contains 13025 members 
Mstep: Class 15 contains 13148 members 
Mstep: Class 16 contains 30495 members 
Mstep: Class 17 contains 30452 members 
Mstep: Class 18 contains 12186 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 88575 members 
Mstep: Class 21 contains 36662 members 
Mstep: Class 22 contains 24203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89410568.000000 Penalty: 175162.671875
Iteration 40F: 23 clusters Score -8.941057e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 76785 members 
Mstep: Class 5 contains 41084 members 
Mstep: Class 6 contains 23165 members 
Mstep: Class 7 contains 20780 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1380 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6038 members 
Mstep: Class 14 contains 12906 members 
Mstep: Class 15 contains 13062 members 
Mstep: Class 16 contains 30369 members 
Mstep: Class 17 contains 29780 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 859 members 
Mstep: Class 20 contains 88867 members 
Mstep: Class 21 contains 36343 members 
Mstep: Class 22 contains 24386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413400.000000 Penalty: 175162.671875
Iteration 41Q: 23 clusters Score -8.94134e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 76625 members 
Mstep: Class 5 contains 41420 members 
Mstep: Class 6 contains 22739 members 
Mstep: Class 7 contains 21046 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1366 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 19623 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6096 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 13015 members 
Mstep: Class 16 contains 30458 members 
Mstep: Class 17 contains 29363 members 
Mstep: Class 18 contains 12213 members 
Mstep: Class 19 contains 852 members 
Mstep: Class 20 contains 88770 members 
Mstep: Class 21 contains 36280 members 
Mstep: Class 22 contains 24355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414944.000000 Penalty: 175162.671875
Iteration 42Q: 23 clusters Score -8.941494e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 76459 members 
Mstep: Class 5 contains 41667 members 
Mstep: Class 6 contains 22464 members 
Mstep: Class 7 contains 21315 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1362 members 
Mstep: Class 10 contains 553 members 
Mstep: Class 11 contains 20093 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6126 members 
Mstep: Class 14 contains 12728 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 30531 members 
Mstep: Class 17 contains 29034 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 88579 members 
Mstep: Class 21 contains 36282 members 
Mstep: Class 22 contains 24325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415584.000000 Penalty: 175162.671875
Iteration 43Q: 23 clusters Score -8.941558e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 76294 members 
Mstep: Class 5 contains 41828 members 
Mstep: Class 6 contains 22288 members 
Mstep: Class 7 contains 21572 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 20471 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 14 contains 12640 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 30615 members 
Mstep: Class 17 contains 28725 members 
Mstep: Class 18 contains 12257 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 88387 members 
Mstep: Class 21 contains 36350 members 
Mstep: Class 22 contains 24293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415760.000000 Penalty: 175162.671875
Iteration 44Q: 23 clusters Score -8.941576e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 76099 members 
Mstep: Class 5 contains 41926 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 21806 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 550 members 
Mstep: Class 11 contains 20765 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6163 members 
Mstep: Class 14 contains 12557 members 
Mstep: Class 15 contains 12946 members 
Mstep: Class 16 contains 30704 members 
Mstep: Class 17 contains 28441 members 
Mstep: Class 18 contains 12277 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 88238 members 
Mstep: Class 21 contains 36453 members 
Mstep: Class 22 contains 24272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415912.000000 Penalty: 175162.671875
Iteration 45Q: 23 clusters Score -8.941591e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75925 members 
Mstep: Class 5 contains 42000 members 
Mstep: Class 6 contains 22107 members 
Mstep: Class 7 contains 22026 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 551 members 
Mstep: Class 11 contains 21015 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6174 members 
Mstep: Class 14 contains 12470 members 
Mstep: Class 15 contains 12931 members 
Mstep: Class 16 contains 30787 members 
Mstep: Class 17 contains 28191 members 
Mstep: Class 18 contains 12287 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 88110 members 
Mstep: Class 21 contains 36573 members 
Mstep: Class 22 contains 24238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416240.000000 Penalty: 175162.671875
Iteration 46Q: 23 clusters Score -8.941624e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75815 members 
Mstep: Class 5 contains 42058 members 
Mstep: Class 6 contains 22043 members 
Mstep: Class 7 contains 22205 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 21217 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6186 members 
Mstep: Class 14 contains 12394 members 
Mstep: Class 15 contains 12924 members 
Mstep: Class 16 contains 30842 members 
Mstep: Class 17 contains 27930 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 88017 members 
Mstep: Class 21 contains 36696 members 
Mstep: Class 22 contains 24211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416336.000000 Penalty: 175162.671875
Iteration 47Q: 23 clusters Score -8.941634e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75734 members 
Mstep: Class 5 contains 42094 members 
Mstep: Class 6 contains 22017 members 
Mstep: Class 7 contains 22336 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 21380 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6192 members 
Mstep: Class 14 contains 12344 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 30886 members 
Mstep: Class 17 contains 27669 members 
Mstep: Class 18 contains 12291 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87959 members 
Mstep: Class 21 contains 36814 members 
Mstep: Class 22 contains 24178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416520.000000 Penalty: 175162.671875
Iteration 48Q: 23 clusters Score -8.941652e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75666 members 
Mstep: Class 5 contains 42116 members 
Mstep: Class 6 contains 21983 members 
Mstep: Class 7 contains 22469 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 30932 members 
Mstep: Class 17 contains 27417 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87887 members 
Mstep: Class 21 contains 36954 members 
Mstep: Class 22 contains 24140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416648.000000 Penalty: 175162.671875
Iteration 49Q: 23 clusters Score -8.941665e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75611 members 
Mstep: Class 5 contains 42133 members 
Mstep: Class 6 contains 21959 members 
Mstep: Class 7 contains 22588 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 21653 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6207 members 
Mstep: Class 14 contains 12259 members 
Mstep: Class 15 contains 12950 members 
Mstep: Class 16 contains 30960 members 
Mstep: Class 17 contains 27211 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87829 members 
Mstep: Class 21 contains 37063 members 
Mstep: Class 22 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416736.000000 Penalty: 175162.671875
Iteration 50Q: 23 clusters Score -8.941674e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75557 members 
Mstep: Class 5 contains 42152 members 
Mstep: Class 6 contains 21949 members 
Mstep: Class 7 contains 22692 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 21752 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 12194 members 
Mstep: Class 15 contains 12945 members 
Mstep: Class 16 contains 31012 members 
Mstep: Class 17 contains 27052 members 
Mstep: Class 18 contains 12292 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87764 members 
Mstep: Class 21 contains 37170 members 
Mstep: Class 22 contains 24089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417184.000000 Penalty: 175162.671875
Iteration 51Q: 23 clusters Score -8.941718e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75522 members 
Mstep: Class 5 contains 42171 members 
Mstep: Class 6 contains 21941 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 21836 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6212 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 12948 members 
Mstep: Class 16 contains 31054 members 
Mstep: Class 17 contains 26904 members 
Mstep: Class 18 contains 12290 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87732 members 
Mstep: Class 21 contains 37256 members 
Mstep: Class 22 contains 24063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417376.000000 Penalty: 175162.671875
Iteration 52Q: 23 clusters Score -8.941738e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75479 members 
Mstep: Class 5 contains 42188 members 
Mstep: Class 6 contains 21935 members 
Mstep: Class 7 contains 22855 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 21914 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 12070 members 
Mstep: Class 15 contains 12950 members 
Mstep: Class 16 contains 31088 members 
Mstep: Class 17 contains 26781 members 
Mstep: Class 18 contains 12288 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87691 members 
Mstep: Class 21 contains 37333 members 
Mstep: Class 22 contains 24039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417480.000000 Penalty: 175162.671875
Iteration 53Q: 23 clusters Score -8.941748e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75445 members 
Mstep: Class 5 contains 42197 members 
Mstep: Class 6 contains 21926 members 
Mstep: Class 7 contains 22934 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 21956 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6225 members 
Mstep: Class 14 contains 12020 members 
Mstep: Class 15 contains 12951 members 
Mstep: Class 16 contains 31144 members 
Mstep: Class 17 contains 26677 members 
Mstep: Class 18 contains 12287 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87658 members 
Mstep: Class 21 contains 37392 members 
Mstep: Class 22 contains 24021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417448.000000 Penalty: 175162.671875
Iteration 54Q: 23 clusters Score -8.941745e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75425 members 
Mstep: Class 5 contains 42210 members 
Mstep: Class 6 contains 21928 members 
Mstep: Class 7 contains 22994 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 21996 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 12948 members 
Mstep: Class 16 contains 31176 members 
Mstep: Class 17 contains 26578 members 
Mstep: Class 18 contains 12287 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87634 members 
Mstep: Class 21 contains 37454 members 
Mstep: Class 22 contains 24006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417520.000000 Penalty: 175162.671875
Iteration 55Q: 23 clusters Score -8.941752e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75397 members 
Mstep: Class 5 contains 42215 members 
Mstep: Class 6 contains 21932 members 
Mstep: Class 7 contains 23053 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22026 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 11933 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 31212 members 
Mstep: Class 17 contains 26483 members 
Mstep: Class 18 contains 12287 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87621 members 
Mstep: Class 21 contains 37514 members 
Mstep: Class 22 contains 23989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417616.000000 Penalty: 175162.671875
Iteration 56Q: 23 clusters Score -8.941762e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75388 members 
Mstep: Class 5 contains 42221 members 
Mstep: Class 6 contains 21930 members 
Mstep: Class 7 contains 23105 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22048 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 11886 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 31249 members 
Mstep: Class 17 contains 26386 members 
Mstep: Class 18 contains 12286 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87607 members 
Mstep: Class 21 contains 37580 members 
Mstep: Class 22 contains 23977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417680.000000 Penalty: 175162.671875
Iteration 57Q: 23 clusters Score -8.941768e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75370 members 
Mstep: Class 5 contains 42227 members 
Mstep: Class 6 contains 21930 members 
Mstep: Class 7 contains 23154 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22067 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6224 members 
Mstep: Class 14 contains 11850 members 
Mstep: Class 15 contains 12950 members 
Mstep: Class 16 contains 31280 members 
Mstep: Class 17 contains 26294 members 
Mstep: Class 18 contains 12285 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87601 members 
Mstep: Class 21 contains 37628 members 
Mstep: Class 22 contains 23973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417824.000000 Penalty: 175162.671875
Iteration 58Q: 23 clusters Score -8.941782e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75358 members 
Mstep: Class 5 contains 42231 members 
Mstep: Class 6 contains 21924 members 
Mstep: Class 7 contains 23188 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22085 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 11818 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 31305 members 
Mstep: Class 17 contains 26222 members 
Mstep: Class 18 contains 12286 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87599 members 
Mstep: Class 21 contains 37670 members 
Mstep: Class 22 contains 23970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417720.000000 Penalty: 175162.671875
Iteration 59Q: 23 clusters Score -8.941772e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75342 members 
Mstep: Class 5 contains 42233 members 
Mstep: Class 6 contains 21923 members 
Mstep: Class 7 contains 23223 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22103 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 11792 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31321 members 
Mstep: Class 17 contains 26176 members 
Mstep: Class 18 contains 12286 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87594 members 
Mstep: Class 21 contains 37702 members 
Mstep: Class 22 contains 23968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417888.000000 Penalty: 175162.671875
Iteration 60F: 23 clusters Score -8.941789e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75322 members 
Mstep: Class 5 contains 42239 members 
Mstep: Class 6 contains 21921 members 
Mstep: Class 7 contains 23258 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22121 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 11763 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31345 members 
Mstep: Class 17 contains 26117 members 
Mstep: Class 18 contains 12285 members 
Mstep: Class 19 contains 834 members 
Mstep: Class 20 contains 87598 members 
Mstep: Class 21 contains 37731 members 
Mstep: Class 22 contains 23963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418008.000000 Penalty: 175162.671875
Iteration 61Q: 23 clusters Score -8.941801e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75286 members 
Mstep: Class 5 contains 42241 members 
Mstep: Class 6 contains 21915 members 
Mstep: Class 7 contains 23310 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22138 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6233 members 
Mstep: Class 14 contains 11741 members 
Mstep: Class 15 contains 12932 members 
Mstep: Class 16 contains 31365 members 
Mstep: Class 17 contains 26079 members 
Mstep: Class 18 contains 12286 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 87589 members 
Mstep: Class 21 contains 37757 members 
Mstep: Class 22 contains 23962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417920.000000 Penalty: 175162.671875
Iteration 62Q: 23 clusters Score -8.941792e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75259 members 
Mstep: Class 5 contains 42245 members 
Mstep: Class 6 contains 21916 members 
Mstep: Class 7 contains 23348 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22143 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6233 members 
Mstep: Class 14 contains 11715 members 
Mstep: Class 15 contains 12933 members 
Mstep: Class 16 contains 31385 members 
Mstep: Class 17 contains 26047 members 
Mstep: Class 18 contains 12288 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 87586 members 
Mstep: Class 21 contains 37772 members 
Mstep: Class 22 contains 23964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417944.000000 Penalty: 175162.671875
Iteration 63Q: 23 clusters Score -8.941794e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75233 members 
Mstep: Class 5 contains 42251 members 
Mstep: Class 6 contains 21917 members 
Mstep: Class 7 contains 23386 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22155 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 31394 members 
Mstep: Class 17 contains 26024 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 87582 members 
Mstep: Class 21 contains 37787 members 
Mstep: Class 22 contains 23960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417976.000000 Penalty: 175162.671875
Iteration 64Q: 23 clusters Score -8.941798e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75201 members 
Mstep: Class 5 contains 42257 members 
Mstep: Class 6 contains 21914 members 
Mstep: Class 7 contains 23412 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22164 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 11673 members 
Mstep: Class 15 contains 12933 members 
Mstep: Class 16 contains 31414 members 
Mstep: Class 17 contains 25991 members 
Mstep: Class 18 contains 12290 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 87583 members 
Mstep: Class 21 contains 37811 members 
Mstep: Class 22 contains 23956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418096.000000 Penalty: 175162.671875
Iteration 65Q: 23 clusters Score -8.94181e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75180 members 
Mstep: Class 5 contains 42265 members 
Mstep: Class 6 contains 21915 members 
Mstep: Class 7 contains 23428 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22172 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6234 members 
Mstep: Class 14 contains 11654 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 31436 members 
Mstep: Class 17 contains 25954 members 
Mstep: Class 18 contains 12292 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 87580 members 
Mstep: Class 21 contains 37838 members 
Mstep: Class 22 contains 23950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418072.000000 Penalty: 175162.671875
Iteration 66Q: 23 clusters Score -8.941807e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75170 members 
Mstep: Class 5 contains 42270 members 
Mstep: Class 6 contains 21911 members 
Mstep: Class 7 contains 23445 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22183 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6234 members 
Mstep: Class 14 contains 11633 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 31455 members 
Mstep: Class 17 contains 25916 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 87577 members 
Mstep: Class 21 contains 37867 members 
Mstep: Class 22 contains 23945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418168.000000 Penalty: 175162.671875
Iteration 67Q: 23 clusters Score -8.941817e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75161 members 
Mstep: Class 5 contains 42271 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 23461 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22191 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 11622 members 
Mstep: Class 15 contains 12931 members 
Mstep: Class 16 contains 31470 members 
Mstep: Class 17 contains 25885 members 
Mstep: Class 18 contains 12294 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 87572 members 
Mstep: Class 21 contains 37896 members 
Mstep: Class 22 contains 23937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418224.000000 Penalty: 175162.671875
Iteration 68Q: 23 clusters Score -8.941822e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75161 members 
Mstep: Class 5 contains 42269 members 
Mstep: Class 6 contains 21902 members 
Mstep: Class 7 contains 23468 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22192 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 11607 members 
Mstep: Class 15 contains 12931 members 
Mstep: Class 16 contains 31491 members 
Mstep: Class 17 contains 25865 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 87568 members 
Mstep: Class 21 contains 37917 members 
Mstep: Class 22 contains 23932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418224.000000 Penalty: 175162.671875
Iteration 69Q: 23 clusters Score -8.941822e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75161 members 
Mstep: Class 5 contains 42274 members 
Mstep: Class 6 contains 21896 members 
Mstep: Class 7 contains 23480 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22192 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 11584 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 31510 members 
Mstep: Class 17 contains 25848 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 87564 members 
Mstep: Class 21 contains 37940 members 
Mstep: Class 22 contains 23926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418320.000000 Penalty: 175162.671875
Iteration 70Q: 23 clusters Score -8.941832e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75154 members 
Mstep: Class 5 contains 42277 members 
Mstep: Class 6 contains 21896 members 
Mstep: Class 7 contains 23486 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22198 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6236 members 
Mstep: Class 14 contains 11561 members 
Mstep: Class 15 contains 12926 members 
Mstep: Class 16 contains 31529 members 
Mstep: Class 17 contains 25831 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87563 members 
Mstep: Class 21 contains 37963 members 
Mstep: Class 22 contains 23922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418128.000000 Penalty: 175162.671875
Iteration 71Q: 23 clusters Score -8.941813e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75162 members 
Mstep: Class 5 contains 42277 members 
Mstep: Class 6 contains 21890 members 
Mstep: Class 7 contains 23492 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22200 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 31548 members 
Mstep: Class 17 contains 25811 members 
Mstep: Class 18 contains 12292 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 87562 members 
Mstep: Class 21 contains 37976 members 
Mstep: Class 22 contains 23919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418128.000000 Penalty: 175162.671875
Iteration 72Q: 23 clusters Score -8.941813e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75167 members 
Mstep: Class 5 contains 42281 members 
Mstep: Class 6 contains 21882 members 
Mstep: Class 7 contains 23508 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22207 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 11517 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 31564 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 12291 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 87558 members 
Mstep: Class 21 contains 37986 members 
Mstep: Class 22 contains 23913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418096.000000 Penalty: 175162.671875
Iteration 73Q: 23 clusters Score -8.94181e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75165 members 
Mstep: Class 5 contains 42286 members 
Mstep: Class 6 contains 21877 members 
Mstep: Class 7 contains 23524 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22210 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11497 members 
Mstep: Class 15 contains 12928 members 
Mstep: Class 16 contains 31574 members 
Mstep: Class 17 contains 25781 members 
Mstep: Class 18 contains 12291 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 87552 members 
Mstep: Class 21 contains 37999 members 
Mstep: Class 22 contains 23912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418104.000000 Penalty: 175162.671875
Iteration 74Q: 23 clusters Score -8.94181e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75169 members 
Mstep: Class 5 contains 42288 members 
Mstep: Class 6 contains 21877 members 
Mstep: Class 7 contains 23539 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22214 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 31578 members 
Mstep: Class 17 contains 25769 members 
Mstep: Class 18 contains 12291 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 87550 members 
Mstep: Class 21 contains 38007 members 
Mstep: Class 22 contains 23905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418112.000000 Penalty: 175162.671875
Iteration 75Q: 23 clusters Score -8.941811e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75170 members 
Mstep: Class 5 contains 42289 members 
Mstep: Class 6 contains 21878 members 
Mstep: Class 7 contains 23550 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 11468 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 31583 members 
Mstep: Class 17 contains 25755 members 
Mstep: Class 18 contains 12290 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 87549 members 
Mstep: Class 21 contains 38022 members 
Mstep: Class 22 contains 23898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418152.000000 Penalty: 175162.671875
Iteration 76Q: 23 clusters Score -8.941815e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75179 members 
Mstep: Class 5 contains 42292 members 
Mstep: Class 6 contains 21880 members 
Mstep: Class 7 contains 23566 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 12925 members 
Mstep: Class 16 contains 31587 members 
Mstep: Class 17 contains 25735 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 87552 members 
Mstep: Class 21 contains 38044 members 
Mstep: Class 22 contains 23887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418104.000000 Penalty: 175162.671875
Iteration 77Q: 23 clusters Score -8.94181e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75196 members 
Mstep: Class 5 contains 42294 members 
Mstep: Class 6 contains 21882 members 
Mstep: Class 7 contains 23566 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11416 members 
Mstep: Class 15 contains 12928 members 
Mstep: Class 16 contains 31599 members 
Mstep: Class 17 contains 25724 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 87550 members 
Mstep: Class 21 contains 38059 members 
Mstep: Class 22 contains 23877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417968.000000 Penalty: 175162.671875
Iteration 78Q: 23 clusters Score -8.941797e+07 nChanged 78
Entering ConstructFrom: 
Score: -89417968.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -383502.781250 Penalty: 4721.676270
	Iteration 0F: 2 clusters Score -383502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -378549.437500 Penalty: 9443.352539
	Iteration 0F: 3 clusters Score -378549.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -380313.656250 Penalty: 9443.352539
	Iteration 1F: 3 clusters Score -380313.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -382256.875000 Penalty: 9443.352539
	Iteration 2F: 3 clusters Score -382256.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -384274.687500 Penalty: 9443.352539
	Iteration 3F: 3 clusters Score -384274.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -385839.031250 Penalty: 9443.352539
	Iteration 4F: 3 clusters Score -385839 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -386406.781250 Penalty: 9443.352539
	Iteration 5Q: 3 clusters Score -386406.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -386762.125000 Penalty: 9443.352539
	Iteration 6Q: 3 clusters Score -386762.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -387053.125000 Penalty: 9443.352539
	Iteration 7Q: 3 clusters Score -387053.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -387238.843750 Penalty: 9443.352539
	Iteration 8Q: 3 clusters Score -387238.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -387467.656250 Penalty: 9443.352539
	Iteration 9Q: 3 clusters Score -387467.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -387618.687500 Penalty: 9443.352539
	Iteration 10Q: 3 clusters Score -387618.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -387754.343750 Penalty: 9443.352539
	Iteration 11Q: 3 clusters Score -387754.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -387881.468750 Penalty: 9443.352539
	Iteration 12Q: 3 clusters Score -387881.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -388041.781250 Penalty: 9443.352539
	Iteration 13Q: 3 clusters Score -388041.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -388121.187500 Penalty: 9443.352539
	Iteration 14Q: 3 clusters Score -388121.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -388243.906250 Penalty: 9443.352539
	Iteration 15Q: 3 clusters Score -388243.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -388324.500000 Penalty: 9443.352539
	Iteration 16Q: 3 clusters Score -388324.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -388467.406250 Penalty: 9443.352539
	Iteration 17Q: 3 clusters Score -388467.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -388665.968750 Penalty: 9443.352539
	Iteration 18Q: 3 clusters Score -388666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -388763.625000 Penalty: 9443.352539
	Iteration 19Q: 3 clusters Score -388763.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -388834.968750 Penalty: 9443.352539
	Iteration 20F: 3 clusters Score -388835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -388876.843750 Penalty: 9443.352539
	Iteration 21Q: 3 clusters Score -388876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -388897.031250 Penalty: 9443.352539
	Iteration 22Q: 3 clusters Score -388897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -388907.062500 Penalty: 9443.352539
	Iteration 23Q: 3 clusters Score -388907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -388926.062500 Penalty: 9443.352539
	Iteration 24Q: 3 clusters Score -388926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -388942.187500 Penalty: 9443.352539
	Iteration 25Q: 3 clusters Score -388942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -388951.000000 Penalty: 9443.352539
	Iteration 26Q: 3 clusters Score -388951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -388962.687500 Penalty: 9443.352539
	Iteration 27Q: 3 clusters Score -388962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -388974.000000 Penalty: 9443.352539
	Iteration 28Q: 3 clusters Score -388974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -388974.000000 Penalty: 9443.352539
	Iteration 29F: 3 clusters Score -388974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75207 members 
Mstep: Class 5 contains 42300 members 
Mstep: Class 6 contains 21886 members 
Mstep: Class 7 contains 23567 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11383 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 31616 members 
Mstep: Class 17 contains 25710 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 87550 members 
Mstep: Class 21 contains 38072 members 
Mstep: Class 22 contains 23871 members 
Mstep: Class 23 contains 739 members 
Entering Unmasked Estep 
Score: -89420224.000000 Penalty: 183124.609375
Splitting cluster 1 changes total score from -89417968.000000 to -89420224.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -113729.390625 Penalty: 4034.030029
	Iteration 0F: 2 clusters Score -113729.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -110269.250000 Penalty: 8068.060059
	Iteration 0F: 3 clusters Score -110269.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -110977.953125 Penalty: 8068.060059
	Iteration 1F: 3 clusters Score -110978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -111633.187500 Penalty: 8068.060059
	Iteration 2F: 3 clusters Score -111633.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112353.187500 Penalty: 8068.060059
	Iteration 3F: 3 clusters Score -112353.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -112862.968750 Penalty: 8068.060059
	Iteration 4Q: 3 clusters Score -112863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -113211.875000 Penalty: 8068.060059
	Iteration 5Q: 3 clusters Score -113211.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -113781.812500 Penalty: 8068.060059
	Iteration 6Q: 3 clusters Score -113781.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -114221.562500 Penalty: 8068.060059
	Iteration 7Q: 3 clusters Score -114221.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114737.914062 Penalty: 8068.060059
	Iteration 8Q: 3 clusters Score -114737.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -114909.203125 Penalty: 8068.060059
	Iteration 9Q: 3 clusters Score -114909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -115098.187500 Penalty: 8068.060059
	Iteration 10Q: 3 clusters Score -115098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -115214.945312 Penalty: 8068.060059
	Iteration 11Q: 3 clusters Score -115214.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -115239.492188 Penalty: 8068.060059
	Iteration 12Q: 3 clusters Score -115239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115250.882812 Penalty: 8068.060059
	Iteration 13Q: 3 clusters Score -115250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115263.117188 Penalty: 8068.060059
	Iteration 14F: 3 clusters Score -115263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -115329.398438 Penalty: 8068.060059
	Iteration 15Q: 3 clusters Score -115329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -115513.390625 Penalty: 8068.060059
	Iteration 16Q: 3 clusters Score -115513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -115922.429688 Penalty: 8068.060059
	Iteration 17Q: 3 clusters Score -115922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -115996.734375 Penalty: 8068.060059
	Iteration 18Q: 3 clusters Score -115996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -116250.734375 Penalty: 8068.060059
	Iteration 19Q: 3 clusters Score -116250.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116397.937500 Penalty: 8068.060059
	Iteration 20F: 3 clusters Score -116397.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -116474.320312 Penalty: 8068.060059
	Iteration 21Q: 3 clusters Score -116474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -116484.085938 Penalty: 8068.060059
	Iteration 22Q: 3 clusters Score -116484.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -116484.085938 Penalty: 8068.060059
	Iteration 23F: 3 clusters Score -116484.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75207 members 
Mstep: Class 5 contains 42300 members 
Mstep: Class 6 contains 21886 members 
Mstep: Class 7 contains 23567 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11383 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 31616 members 
Mstep: Class 17 contains 25710 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 87550 members 
Mstep: Class 21 contains 38072 members 
Mstep: Class 22 contains 23871 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 330 members 
Entering Unmasked Estep 
Score: -89419008.000000 Penalty: 191086.562500
Splitting cluster 2 changes total score from -89417968.000000 to -89419008.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -92137.492188 Penalty: 3814.962891
	Iteration 0F: 2 clusters Score -92137.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88727.078125 Penalty: 7629.925781
	Iteration 0F: 3 clusters Score -88727.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -88904.781250 Penalty: 7629.925781
	Iteration 1F: 3 clusters Score -88904.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88948.070312 Penalty: 7629.925781
	Iteration 2Q: 3 clusters Score -88948.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88960.789062 Penalty: 7629.925781
	Iteration 3Q: 3 clusters Score -88960.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88971.375000 Penalty: 7629.925781
	Iteration 4Q: 3 clusters Score -88971.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88971.375000 Penalty: 7629.925781
	Iteration 5F: 3 clusters Score -88971.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (75207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Entering Unmasked Estep 
Score: -15578046.000000 Penalty: 6877.149902
	Iteration 0F: 2 clusters Score -1.557805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -15525918.000000 Penalty: 13754.299805
	Iteration 0F: 3 clusters Score -1.552592e+07 nChanged 34011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -15544514.000000 Penalty: 13754.299805
	Iteration 1F: 3 clusters Score -1.554451e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -15545764.000000 Penalty: 13754.299805
	Iteration 2Q: 3 clusters Score -1.554576e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -15546843.000000 Penalty: 13754.299805
	Iteration 3Q: 3 clusters Score -1.554684e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -15547945.000000 Penalty: 13754.299805
	Iteration 4Q: 3 clusters Score -1.554794e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -15549050.000000 Penalty: 13754.299805
	Iteration 5Q: 3 clusters Score -1.554905e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -15550234.000000 Penalty: 13754.299805
	Iteration 6Q: 3 clusters Score -1.555023e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -15551582.000000 Penalty: 13754.299805
	Iteration 7Q: 3 clusters Score -1.555158e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -15553274.000000 Penalty: 13754.299805
	Iteration 8Q: 3 clusters Score -1.555327e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -15554900.000000 Penalty: 13754.299805
	Iteration 9Q: 3 clusters Score -1.55549e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -15556537.000000 Penalty: 13754.299805
	Iteration 10Q: 3 clusters Score -1.555654e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -15557989.000000 Penalty: 13754.299805
	Iteration 11Q: 3 clusters Score -1.555799e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -15559365.000000 Penalty: 13754.299805
	Iteration 12Q: 3 clusters Score -1.555936e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -15560505.000000 Penalty: 13754.299805
	Iteration 13Q: 3 clusters Score -1.55605e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -15561330.000000 Penalty: 13754.299805
	Iteration 14Q: 3 clusters Score -1.556133e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -15562072.000000 Penalty: 13754.299805
	Iteration 15Q: 3 clusters Score -1.556207e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -15562721.000000 Penalty: 13754.299805
	Iteration 16Q: 3 clusters Score -1.556272e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -15563327.000000 Penalty: 13754.299805
	Iteration 17Q: 3 clusters Score -1.556333e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -15564096.000000 Penalty: 13754.299805
	Iteration 18Q: 3 clusters Score -1.55641e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -15564861.000000 Penalty: 13754.299805
	Iteration 19Q: 3 clusters Score -1.556486e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -15565542.000000 Penalty: 13754.299805
	Iteration 20F: 3 clusters Score -1.556554e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -15566172.000000 Penalty: 13754.299805
	Iteration 21Q: 3 clusters Score -1.556617e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -15566712.000000 Penalty: 13754.299805
	Iteration 22Q: 3 clusters Score -1.556671e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -15567211.000000 Penalty: 13754.299805
	Iteration 23Q: 3 clusters Score -1.556721e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -15567650.000000 Penalty: 13754.299805
	Iteration 24Q: 3 clusters Score -1.556765e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -15568038.000000 Penalty: 13754.299805
	Iteration 25Q: 3 clusters Score -1.556804e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -15568424.000000 Penalty: 13754.299805
	Iteration 26Q: 3 clusters Score -1.556842e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -15568686.000000 Penalty: 13754.299805
	Iteration 27Q: 3 clusters Score -1.556869e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -15569045.000000 Penalty: 13754.299805
	Iteration 28Q: 3 clusters Score -1.556904e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -15569320.000000 Penalty: 13754.299805
	Iteration 29Q: 3 clusters Score -1.556932e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -15569528.000000 Penalty: 13754.299805
	Iteration 30Q: 3 clusters Score -1.556953e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -15569779.000000 Penalty: 13754.299805
	Iteration 31Q: 3 clusters Score -1.556978e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -15569912.000000 Penalty: 13754.299805
	Iteration 32Q: 3 clusters Score -1.556991e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -15570046.000000 Penalty: 13754.299805
	Iteration 33Q: 3 clusters Score -1.557005e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -15570177.000000 Penalty: 13754.299805
	Iteration 34Q: 3 clusters Score -1.557018e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -15570244.000000 Penalty: 13754.299805
	Iteration 35Q: 3 clusters Score -1.557024e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -15570352.000000 Penalty: 13754.299805
	Iteration 36Q: 3 clusters Score -1.557035e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -15570464.000000 Penalty: 13754.299805
	Iteration 37Q: 3 clusters Score -1.557046e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -15570604.000000 Penalty: 13754.299805
	Iteration 38Q: 3 clusters Score -1.55706e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -15570674.000000 Penalty: 13754.299805
	Iteration 39Q: 3 clusters Score -1.557067e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -15570821.000000 Penalty: 13754.299805
	Iteration 40F: 3 clusters Score -1.557082e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -15570893.000000 Penalty: 13754.299805
	Iteration 41Q: 3 clusters Score -1.557089e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -15570929.000000 Penalty: 13754.299805
	Iteration 42Q: 3 clusters Score -1.557093e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -15570930.000000 Penalty: 13754.299805
	Iteration 43Q: 3 clusters Score -1.557093e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -15570986.000000 Penalty: 13754.299805
	Iteration 44Q: 3 clusters Score -1.557099e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -15571090.000000 Penalty: 13754.299805
	Iteration 45Q: 3 clusters Score -1.557109e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -15571178.000000 Penalty: 13754.299805
	Iteration 46Q: 3 clusters Score -1.557118e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -15571223.000000 Penalty: 13754.299805
	Iteration 47Q: 3 clusters Score -1.557122e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -15571313.000000 Penalty: 13754.299805
	Iteration 48Q: 3 clusters Score -1.557131e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -15571370.000000 Penalty: 13754.299805
	Iteration 49Q: 3 clusters Score -1.557137e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -15571408.000000 Penalty: 13754.299805
	Iteration 50Q: 3 clusters Score -1.557141e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -15571471.000000 Penalty: 13754.299805
	Iteration 51Q: 3 clusters Score -1.557147e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -15571522.000000 Penalty: 13754.299805
	Iteration 52Q: 3 clusters Score -1.557152e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -15571541.000000 Penalty: 13754.299805
	Iteration 53Q: 3 clusters Score -1.557154e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -15571618.000000 Penalty: 13754.299805
	Iteration 54Q: 3 clusters Score -1.557162e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -15571641.000000 Penalty: 13754.299805
	Iteration 55Q: 3 clusters Score -1.557164e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -15571647.000000 Penalty: 13754.299805
	Iteration 56Q: 3 clusters Score -1.557165e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -15571698.000000 Penalty: 13754.299805
	Iteration 57Q: 3 clusters Score -1.55717e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -15571723.000000 Penalty: 13754.299805
	Iteration 58Q: 3 clusters Score -1.557172e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -15571739.000000 Penalty: 13754.299805
	Iteration 59Q: 3 clusters Score -1.557174e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -15571797.000000 Penalty: 13754.299805
	Iteration 60F: 3 clusters Score -1.55718e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -15571837.000000 Penalty: 13754.299805
	Iteration 61Q: 3 clusters Score -1.557184e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -15571890.000000 Penalty: 13754.299805
	Iteration 62Q: 3 clusters Score -1.557189e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -15571926.000000 Penalty: 13754.299805
	Iteration 63Q: 3 clusters Score -1.557193e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -15571949.000000 Penalty: 13754.299805
	Iteration 64Q: 3 clusters Score -1.557195e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -15572005.000000 Penalty: 13754.299805
	Iteration 65Q: 3 clusters Score -1.5572e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -15571993.000000 Penalty: 13754.299805
	Iteration 66Q: 3 clusters Score -1.557199e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -15572027.000000 Penalty: 13754.299805
	Iteration 67Q: 3 clusters Score -1.557203e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -15572047.000000 Penalty: 13754.299805
	Iteration 68Q: 3 clusters Score -1.557205e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -15572054.000000 Penalty: 13754.299805
	Iteration 69Q: 3 clusters Score -1.557205e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -15572080.000000 Penalty: 13754.299805
	Iteration 70Q: 3 clusters Score -1.557208e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -15572078.000000 Penalty: 13754.299805
	Iteration 71Q: 3 clusters Score -1.557208e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -15572122.000000 Penalty: 13754.299805
	Iteration 72Q: 3 clusters Score -1.557212e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -15572129.000000 Penalty: 13754.299805
	Iteration 73Q: 3 clusters Score -1.557213e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -15572157.000000 Penalty: 13754.299805
	Iteration 74Q: 3 clusters Score -1.557216e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -15572178.000000 Penalty: 13754.299805
	Iteration 75Q: 3 clusters Score -1.557218e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -15572208.000000 Penalty: 13754.299805
	Iteration 76Q: 3 clusters Score -1.557221e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -15572220.000000 Penalty: 13754.299805
	Iteration 77Q: 3 clusters Score -1.557222e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -15572224.000000 Penalty: 13754.299805
	Iteration 78Q: 3 clusters Score -1.557222e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -15572219.000000 Penalty: 13754.299805
	Iteration 79Q: 3 clusters Score -1.557222e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -15572222.000000 Penalty: 13754.299805
	Iteration 80F: 3 clusters Score -1.557222e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -15572262.000000 Penalty: 13754.299805
	Iteration 81Q: 3 clusters Score -1.557226e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -15572318.000000 Penalty: 13754.299805
	Iteration 82Q: 3 clusters Score -1.557232e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -15572352.000000 Penalty: 13754.299805
	Iteration 83Q: 3 clusters Score -1.557235e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -15572350.000000 Penalty: 13754.299805
	Iteration 84Q: 3 clusters Score -1.557235e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -15572336.000000 Penalty: 13754.299805
	Iteration 85Q: 3 clusters Score -1.557234e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -15572365.000000 Penalty: 13754.299805
	Iteration 86Q: 3 clusters Score -1.557236e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -15572367.000000 Penalty: 13754.299805
	Iteration 87Q: 3 clusters Score -1.557237e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -15572393.000000 Penalty: 13754.299805
	Iteration 88Q: 3 clusters Score -1.557239e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -15572371.000000 Penalty: 13754.299805
	Iteration 89Q: 3 clusters Score -1.557237e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -15572423.000000 Penalty: 13754.299805
	Iteration 90Q: 3 clusters Score -1.557242e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -15572414.000000 Penalty: 13754.299805
	Iteration 91Q: 3 clusters Score -1.557241e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -15572399.000000 Penalty: 13754.299805
	Iteration 92Q: 3 clusters Score -1.55724e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -15572419.000000 Penalty: 13754.299805
	Iteration 93Q: 3 clusters Score -1.557242e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -15572456.000000 Penalty: 13754.299805
	Iteration 94Q: 3 clusters Score -1.557246e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -15572479.000000 Penalty: 13754.299805
	Iteration 95Q: 3 clusters Score -1.557248e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -15572479.000000 Penalty: 13754.299805
	Iteration 96Q: 3 clusters Score -1.557248e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -15572504.000000 Penalty: 13754.299805
	Iteration 97Q: 3 clusters Score -1.55725e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -15572520.000000 Penalty: 13754.299805
	Iteration 98Q: 3 clusters Score -1.557252e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -15572527.000000 Penalty: 13754.299805
	Iteration 99Q: 3 clusters Score -1.557253e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -15572524.000000 Penalty: 13754.299805
	Iteration 100F: 3 clusters Score -1.557252e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -15572536.000000 Penalty: 13754.299805
	Iteration 101Q: 3 clusters Score -1.557254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -15572550.000000 Penalty: 13754.299805
	Iteration 102Q: 3 clusters Score -1.557255e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -15572516.000000 Penalty: 13754.299805
	Iteration 103Q: 3 clusters Score -1.557252e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -15572530.000000 Penalty: 13754.299805
	Iteration 104Q: 3 clusters Score -1.557253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -15572557.000000 Penalty: 13754.299805
	Iteration 105Q: 3 clusters Score -1.557256e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -15572541.000000 Penalty: 13754.299805
	Iteration 106Q: 3 clusters Score -1.557254e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -15572524.000000 Penalty: 13754.299805
	Iteration 107Q: 3 clusters Score -1.557252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -15572543.000000 Penalty: 13754.299805
	Iteration 108Q: 3 clusters Score -1.557254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -15572537.000000 Penalty: 13754.299805
	Iteration 109Q: 3 clusters Score -1.557254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -15572542.000000 Penalty: 13754.299805
	Iteration 110Q: 3 clusters Score -1.557254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -15572556.000000 Penalty: 13754.299805
	Iteration 111Q: 3 clusters Score -1.557256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -15572553.000000 Penalty: 13754.299805
	Iteration 112Q: 3 clusters Score -1.557255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -15572550.000000 Penalty: 13754.299805
	Iteration 113Q: 3 clusters Score -1.557255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -15572553.000000 Penalty: 13754.299805
	Iteration 114Q: 3 clusters Score -1.557255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -15572557.000000 Penalty: 13754.299805
	Iteration 115Q: 3 clusters Score -1.557256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66683 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -15572546.000000 Penalty: 13754.299805
	Iteration 116Q: 3 clusters Score -1.557255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -15572560.000000 Penalty: 13754.299805
	Iteration 117Q: 3 clusters Score -1.557256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -15572565.000000 Penalty: 13754.299805
	Iteration 118Q: 3 clusters Score -1.557256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -15572567.000000 Penalty: 13754.299805
	Iteration 119Q: 3 clusters Score -1.557257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -15572576.000000 Penalty: 13754.299805
	Iteration 120F: 3 clusters Score -1.557258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -15572582.000000 Penalty: 13754.299805
	Iteration 121Q: 3 clusters Score -1.557258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -15572599.000000 Penalty: 13754.299805
	Iteration 122Q: 3 clusters Score -1.55726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -15572587.000000 Penalty: 13754.299805
	Iteration 123Q: 3 clusters Score -1.557259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -15572588.000000 Penalty: 13754.299805
	Iteration 124Q: 3 clusters Score -1.557259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -15572603.000000 Penalty: 13754.299805
	Iteration 125Q: 3 clusters Score -1.55726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -15572584.000000 Penalty: 13754.299805
	Iteration 126Q: 3 clusters Score -1.557258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -15572581.000000 Penalty: 13754.299805
	Iteration 127Q: 3 clusters Score -1.557258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -15572604.000000 Penalty: 13754.299805
	Iteration 128Q: 3 clusters Score -1.55726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -15572602.000000 Penalty: 13754.299805
	Iteration 129Q: 3 clusters Score -1.55726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -15572593.000000 Penalty: 13754.299805
	Iteration 130Q: 3 clusters Score -1.557259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -15572585.000000 Penalty: 13754.299805
	Iteration 131Q: 3 clusters Score -1.557258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -15572585.000000 Penalty: 13754.299805
	Iteration 132Q: 3 clusters Score -1.557258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -15572585.000000 Penalty: 13754.299805
	Iteration 133F: 3 clusters Score -1.557258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Entering Unmasked Estep 
Score: -8778459.000000 Penalty: 6524.682129
	Iteration 0F: 2 clusters Score -8778459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -8747818.000000 Penalty: 13049.364258
	Iteration 0F: 3 clusters Score -8747818 nChanged 18369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -8757521.000000 Penalty: 13049.364258
	Iteration 1F: 3 clusters Score -8757521 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -8758250.000000 Penalty: 13049.364258
	Iteration 2F: 3 clusters Score -8758250 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -8758784.000000 Penalty: 13049.364258
	Iteration 3Q: 3 clusters Score -8758784 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -8759168.000000 Penalty: 13049.364258
	Iteration 4Q: 3 clusters Score -8759168 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -8759456.000000 Penalty: 13049.364258
	Iteration 5Q: 3 clusters Score -8759456 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -8759778.000000 Penalty: 13049.364258
	Iteration 6Q: 3 clusters Score -8759778 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -8760106.000000 Penalty: 13049.364258
	Iteration 7Q: 3 clusters Score -8760106 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -8760479.000000 Penalty: 13049.364258
	Iteration 8Q: 3 clusters Score -8760479 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -8760981.000000 Penalty: 13049.364258
	Iteration 9Q: 3 clusters Score -8760981 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -8761626.000000 Penalty: 13049.364258
	Iteration 10Q: 3 clusters Score -8761626 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -8762615.000000 Penalty: 13049.364258
	Iteration 11Q: 3 clusters Score -8762615 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -8763876.000000 Penalty: 13049.364258
	Iteration 12F: 3 clusters Score -8763876 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -8765492.000000 Penalty: 13049.364258
	Iteration 13F: 3 clusters Score -8765492 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -8767262.000000 Penalty: 13049.364258
	Iteration 14F: 3 clusters Score -8767262 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -8768874.000000 Penalty: 13049.364258
	Iteration 15Q: 3 clusters Score -8768874 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -8770107.000000 Penalty: 13049.364258
	Iteration 16Q: 3 clusters Score -8770107 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8770971.000000 Penalty: 13049.364258
	Iteration 17Q: 3 clusters Score -8770971 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8771544.000000 Penalty: 13049.364258
	Iteration 18Q: 3 clusters Score -8771544 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8771922.000000 Penalty: 13049.364258
	Iteration 19Q: 3 clusters Score -8771922 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8772141.000000 Penalty: 13049.364258
	Iteration 20F: 3 clusters Score -8772141 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8772290.000000 Penalty: 13049.364258
	Iteration 21Q: 3 clusters Score -8772290 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8772432.000000 Penalty: 13049.364258
	Iteration 22Q: 3 clusters Score -8772432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8772501.000000 Penalty: 13049.364258
	Iteration 23Q: 3 clusters Score -8772501 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8772562.000000 Penalty: 13049.364258
	Iteration 24Q: 3 clusters Score -8772562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8772594.000000 Penalty: 13049.364258
	Iteration 25Q: 3 clusters Score -8772594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8772627.000000 Penalty: 13049.364258
	Iteration 26Q: 3 clusters Score -8772627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8772632.000000 Penalty: 13049.364258
	Iteration 27Q: 3 clusters Score -8772632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8772652.000000 Penalty: 13049.364258
	Iteration 28Q: 3 clusters Score -8772652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8772671.000000 Penalty: 13049.364258
	Iteration 29Q: 3 clusters Score -8772671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8772686.000000 Penalty: 13049.364258
	Iteration 30Q: 3 clusters Score -8772686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8772696.000000 Penalty: 13049.364258
	Iteration 31Q: 3 clusters Score -8772696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8772711.000000 Penalty: 13049.364258
	Iteration 32Q: 3 clusters Score -8772711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8772719.000000 Penalty: 13049.364258
	Iteration 33Q: 3 clusters Score -8772719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8772715.000000 Penalty: 13049.364258
	Iteration 34Q: 3 clusters Score -8772715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8772717.000000 Penalty: 13049.364258
	Iteration 35Q: 3 clusters Score -8772717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8772725.000000 Penalty: 13049.364258
	Iteration 36Q: 3 clusters Score -8772725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8772727.000000 Penalty: 13049.364258
	Iteration 37Q: 3 clusters Score -8772727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8772727.000000 Penalty: 13049.364258
	Iteration 38F: 3 clusters Score -8772727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Entering Unmasked Estep 
Score: -4555446.500000 Penalty: 6121.081543
	Iteration 0F: 2 clusters Score -4555446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -4537746.000000 Penalty: 12242.163086
	Iteration 0F: 3 clusters Score -4537746 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -4542402.000000 Penalty: 12242.163086
	Iteration 1F: 3 clusters Score -4542402 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -4543077.500000 Penalty: 12242.163086
	Iteration 2F: 3 clusters Score -4543078 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4543587.000000 Penalty: 12242.163086
	Iteration 3Q: 3 clusters Score -4543587 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4543966.500000 Penalty: 12242.163086
	Iteration 4Q: 3 clusters Score -4543966 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4544312.500000 Penalty: 12242.163086
	Iteration 5Q: 3 clusters Score -4544312 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4544648.500000 Penalty: 12242.163086
	Iteration 6Q: 3 clusters Score -4544648 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4545050.000000 Penalty: 12242.163086
	Iteration 7Q: 3 clusters Score -4545050 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -4545484.000000 Penalty: 12242.163086
	Iteration 8Q: 3 clusters Score -4545484 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -4546040.500000 Penalty: 12242.163086
	Iteration 9Q: 3 clusters Score -4546040 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4546631.000000 Penalty: 12242.163086
	Iteration 10Q: 3 clusters Score -4546631 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4547267.000000 Penalty: 12242.163086
	Iteration 11Q: 3 clusters Score -4547267 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4547878.000000 Penalty: 12242.163086
	Iteration 12Q: 3 clusters Score -4547878 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4548443.000000 Penalty: 12242.163086
	Iteration 13Q: 3 clusters Score -4548443 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4548858.000000 Penalty: 12242.163086
	Iteration 14Q: 3 clusters Score -4548858 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4549208.000000 Penalty: 12242.163086
	Iteration 15Q: 3 clusters Score -4549208 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4549438.500000 Penalty: 12242.163086
	Iteration 16Q: 3 clusters Score -4549438 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4549601.500000 Penalty: 12242.163086
	Iteration 17Q: 3 clusters Score -4549602 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4549709.000000 Penalty: 12242.163086
	Iteration 18Q: 3 clusters Score -4549709 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4549805.500000 Penalty: 12242.163086
	Iteration 19Q: 3 clusters Score -4549806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4549847.500000 Penalty: 12242.163086
	Iteration 20F: 3 clusters Score -4549848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -4549879.500000 Penalty: 12242.163086
	Iteration 21Q: 3 clusters Score -4549880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4549908.500000 Penalty: 12242.163086
	Iteration 22Q: 3 clusters Score -4549908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4549939.500000 Penalty: 12242.163086
	Iteration 23Q: 3 clusters Score -4549940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -4549958.500000 Penalty: 12242.163086
	Iteration 24Q: 3 clusters Score -4549958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4549971.500000 Penalty: 12242.163086
	Iteration 25Q: 3 clusters Score -4549972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4549976.000000 Penalty: 12242.163086
	Iteration 26Q: 3 clusters Score -4549976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4549983.500000 Penalty: 12242.163086
	Iteration 27Q: 3 clusters Score -4549984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4549994.500000 Penalty: 12242.163086
	Iteration 28Q: 3 clusters Score -4549994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -4549996.500000 Penalty: 12242.163086
	Iteration 29Q: 3 clusters Score -4549996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4550014.000000 Penalty: 12242.163086
	Iteration 30Q: 3 clusters Score -4550014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4550023.500000 Penalty: 12242.163086
	Iteration 31Q: 3 clusters Score -4550024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4550034.000000 Penalty: 12242.163086
	Iteration 32Q: 3 clusters Score -4550034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4550038.000000 Penalty: 12242.163086
	Iteration 33Q: 3 clusters Score -4550038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4550051.000000 Penalty: 12242.163086
	Iteration 34Q: 3 clusters Score -4550051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4550052.500000 Penalty: 12242.163086
	Iteration 35Q: 3 clusters Score -4550052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -4550065.000000 Penalty: 12242.163086
	Iteration 36Q: 3 clusters Score -4550065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4550063.500000 Penalty: 12242.163086
	Iteration 37Q: 3 clusters Score -4550064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4550070.000000 Penalty: 12242.163086
	Iteration 38Q: 3 clusters Score -4550070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -4550069.500000 Penalty: 12242.163086
	Iteration 39Q: 3 clusters Score -4550070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -4550070.000000 Penalty: 12242.163086
	Iteration 40F: 3 clusters Score -4550070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4550078.500000 Penalty: 12242.163086
	Iteration 41Q: 3 clusters Score -4550078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4550078.500000 Penalty: 12242.163086
	Iteration 42F: 3 clusters Score -4550078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Entering Unmasked Estep 
Score: -4867341.500000 Penalty: 6166.406738
	Iteration 0F: 2 clusters Score -4867342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -4848578.500000 Penalty: 12332.813477
	Iteration 0F: 3 clusters Score -4848578 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -4853688.000000 Penalty: 12332.813477
	Iteration 1F: 3 clusters Score -4853688 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -4854325.500000 Penalty: 12332.813477
	Iteration 2F: 3 clusters Score -4854326 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4854748.500000 Penalty: 12332.813477
	Iteration 3Q: 3 clusters Score -4854748 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -4855039.500000 Penalty: 12332.813477
	Iteration 4Q: 3 clusters Score -4855040 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4855277.000000 Penalty: 12332.813477
	Iteration 5Q: 3 clusters Score -4855277 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4855485.000000 Penalty: 12332.813477
	Iteration 6Q: 3 clusters Score -4855485 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4855609.000000 Penalty: 12332.813477
	Iteration 7Q: 3 clusters Score -4855609 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4855709.500000 Penalty: 12332.813477
	Iteration 8Q: 3 clusters Score -4855710 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -4855808.500000 Penalty: 12332.813477
	Iteration 9Q: 3 clusters Score -4855808 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4855917.000000 Penalty: 12332.813477
	Iteration 10Q: 3 clusters Score -4855917 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -4855980.000000 Penalty: 12332.813477
	Iteration 11Q: 3 clusters Score -4855980 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -4856058.000000 Penalty: 12332.813477
	Iteration 12Q: 3 clusters Score -4856058 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -4856154.000000 Penalty: 12332.813477
	Iteration 13Q: 3 clusters Score -4856154 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -4856228.500000 Penalty: 12332.813477
	Iteration 14Q: 3 clusters Score -4856228 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -4856358.500000 Penalty: 12332.813477
	Iteration 15Q: 3 clusters Score -4856358 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -4856458.500000 Penalty: 12332.813477
	Iteration 16Q: 3 clusters Score -4856458 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -4856589.500000 Penalty: 12332.813477
	Iteration 17Q: 3 clusters Score -4856590 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -4856719.500000 Penalty: 12332.813477
	Iteration 18Q: 3 clusters Score -4856720 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -4856897.000000 Penalty: 12332.813477
	Iteration 19Q: 3 clusters Score -4856897 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -4857103.000000 Penalty: 12332.813477
	Iteration 20F: 3 clusters Score -4857103 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -4857417.000000 Penalty: 12332.813477
	Iteration 21Q: 3 clusters Score -4857417 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4857728.500000 Penalty: 12332.813477
	Iteration 22Q: 3 clusters Score -4857728 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4858138.000000 Penalty: 12332.813477
	Iteration 23Q: 3 clusters Score -4858138 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4858660.500000 Penalty: 12332.813477
	Iteration 24Q: 3 clusters Score -4858660 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -4859172.000000 Penalty: 12332.813477
	Iteration 25Q: 3 clusters Score -4859172 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4859687.000000 Penalty: 12332.813477
	Iteration 26Q: 3 clusters Score -4859687 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4860166.500000 Penalty: 12332.813477
	Iteration 27Q: 3 clusters Score -4860166 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4860532.000000 Penalty: 12332.813477
	Iteration 28Q: 3 clusters Score -4860532 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4860837.000000 Penalty: 12332.813477
	Iteration 29Q: 3 clusters Score -4860837 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4861040.500000 Penalty: 12332.813477
	Iteration 30Q: 3 clusters Score -4861040 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4861216.000000 Penalty: 12332.813477
	Iteration 31Q: 3 clusters Score -4861216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4861325.000000 Penalty: 12332.813477
	Iteration 32Q: 3 clusters Score -4861325 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4861419.500000 Penalty: 12332.813477
	Iteration 33Q: 3 clusters Score -4861420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4861510.000000 Penalty: 12332.813477
	Iteration 34Q: 3 clusters Score -4861510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4861586.000000 Penalty: 12332.813477
	Iteration 35Q: 3 clusters Score -4861586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4861635.500000 Penalty: 12332.813477
	Iteration 36Q: 3 clusters Score -4861636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4861663.500000 Penalty: 12332.813477
	Iteration 37Q: 3 clusters Score -4861664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4861719.000000 Penalty: 12332.813477
	Iteration 38Q: 3 clusters Score -4861719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4861745.500000 Penalty: 12332.813477
	Iteration 39Q: 3 clusters Score -4861746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4861774.500000 Penalty: 12332.813477
	Iteration 40F: 3 clusters Score -4861774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4861798.000000 Penalty: 12332.813477
	Iteration 41Q: 3 clusters Score -4861798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4861815.000000 Penalty: 12332.813477
	Iteration 42Q: 3 clusters Score -4861815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4861832.000000 Penalty: 12332.813477
	Iteration 43Q: 3 clusters Score -4861832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4861842.500000 Penalty: 12332.813477
	Iteration 44Q: 3 clusters Score -4861842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4861853.500000 Penalty: 12332.813477
	Iteration 45Q: 3 clusters Score -4861854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4861856.000000 Penalty: 12332.813477
	Iteration 46Q: 3 clusters Score -4861856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4861871.000000 Penalty: 12332.813477
	Iteration 47Q: 3 clusters Score -4861871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4861888.000000 Penalty: 12332.813477
	Iteration 48Q: 3 clusters Score -4861888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4861895.500000 Penalty: 12332.813477
	Iteration 49Q: 3 clusters Score -4861896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4861896.500000 Penalty: 12332.813477
	Iteration 50Q: 3 clusters Score -4861896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4861908.000000 Penalty: 12332.813477
	Iteration 51Q: 3 clusters Score -4861908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4861914.000000 Penalty: 12332.813477
	Iteration 52Q: 3 clusters Score -4861914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4861914.000000 Penalty: 12332.813477
	Iteration 53Q: 3 clusters Score -4861914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4861919.000000 Penalty: 12332.813477
	Iteration 54Q: 3 clusters Score -4861919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4861918.500000 Penalty: 12332.813477
	Iteration 55Q: 3 clusters Score -4861918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4861918.500000 Penalty: 12332.813477
	Iteration 56Q: 3 clusters Score -4861918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4861918.500000 Penalty: 12332.813477
	Iteration 57F: 3 clusters Score -4861918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -70961.890625 Penalty: 3610.321777
	Iteration 0F: 2 clusters Score -70961.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -67748.242188 Penalty: 7220.643555
	Iteration 0F: 3 clusters Score -67748.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67811.789062 Penalty: 7220.643555
	Iteration 1Q: 3 clusters Score -67811.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67824.968750 Penalty: 7220.643555
	Iteration 2Q: 3 clusters Score -67824.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -67841.023438 Penalty: 7220.643555
	Iteration 3Q: 3 clusters Score -67841.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -67866.273438 Penalty: 7220.643555
	Iteration 4Q: 3 clusters Score -67866.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -67874.812500 Penalty: 7220.643555
	Iteration 5Q: 3 clusters Score -67874.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -67878.015625 Penalty: 7220.643555
	Iteration 6Q: 3 clusters Score -67878.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -67878.015625 Penalty: 7220.643555
	Iteration 7F: 3 clusters Score -67878.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -277478.812500 Penalty: 4417.078613
	Iteration 0F: 2 clusters Score -277478.8 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 687 members 
Entering Unmasked Estep 
Score: -273033.781250 Penalty: 8834.157227
	Iteration 0F: 3 clusters Score -273033.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -273388.281250 Penalty: 8834.157227
	Iteration 1F: 3 clusters Score -273388.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -273503.500000 Penalty: 8834.157227
	Iteration 2Q: 3 clusters Score -273503.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -273559.625000 Penalty: 8834.157227
	Iteration 3Q: 3 clusters Score -273559.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -273594.906250 Penalty: 8834.157227
	Iteration 4Q: 3 clusters Score -273594.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -273611.562500 Penalty: 8834.157227
	Iteration 5Q: 3 clusters Score -273611.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -273627.687500 Penalty: 8834.157227
	Iteration 6Q: 3 clusters Score -273627.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -273636.312500 Penalty: 8834.157227
	Iteration 7Q: 3 clusters Score -273636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -273640.062500 Penalty: 8834.157227
	Iteration 8Q: 3 clusters Score -273640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -273642.968750 Penalty: 8834.157227
	Iteration 9Q: 3 clusters Score -273643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -273642.968750 Penalty: 8834.157227
	Iteration 10F: 3 clusters Score -273643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -107585.867188 Penalty: 3870.368164
	Iteration 0F: 2 clusters Score -107585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -104063.898438 Penalty: 7740.736328
	Iteration 0F: 3 clusters Score -104063.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -104250.140625 Penalty: 7740.736328
	Iteration 1F: 3 clusters Score -104250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -104307.601562 Penalty: 7740.736328
	Iteration 2Q: 3 clusters Score -104307.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -104352.289062 Penalty: 7740.736328
	Iteration 3Q: 3 clusters Score -104352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -104365.757812 Penalty: 7740.736328
	Iteration 4Q: 3 clusters Score -104365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104380.359375 Penalty: 7740.736328
	Iteration 5Q: 3 clusters Score -104380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104388.210938 Penalty: 7740.736328
	Iteration 6Q: 3 clusters Score -104388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104388.210938 Penalty: 7740.736328
	Iteration 7F: 3 clusters Score -104388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Entering Unmasked Estep 
Score: -4577706.000000 Penalty: 6130.247559
	Iteration 0F: 2 clusters Score -4577706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -4559812.000000 Penalty: 12260.495117
	Iteration 0F: 3 clusters Score -4559812 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4564982.500000 Penalty: 12260.495117
	Iteration 1F: 3 clusters Score -4564982 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4565970.500000 Penalty: 12260.495117
	Iteration 2F: 3 clusters Score -4565970 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4566747.500000 Penalty: 12260.495117
	Iteration 3F: 3 clusters Score -4566748 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -4567519.000000 Penalty: 12260.495117
	Iteration 4F: 3 clusters Score -4567519 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -4568314.000000 Penalty: 12260.495117
	Iteration 5F: 3 clusters Score -4568314 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -4569117.500000 Penalty: 12260.495117
	Iteration 6F: 3 clusters Score -4569118 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4569852.000000 Penalty: 12260.495117
	Iteration 7Q: 3 clusters Score -4569852 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4570552.500000 Penalty: 12260.495117
	Iteration 8Q: 3 clusters Score -4570552 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4571284.500000 Penalty: 12260.495117
	Iteration 9Q: 3 clusters Score -4571284 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4572031.000000 Penalty: 12260.495117
	Iteration 10Q: 3 clusters Score -4572031 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -4572708.000000 Penalty: 12260.495117
	Iteration 11Q: 3 clusters Score -4572708 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4573231.500000 Penalty: 12260.495117
	Iteration 12Q: 3 clusters Score -4573232 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4573611.500000 Penalty: 12260.495117
	Iteration 13Q: 3 clusters Score -4573612 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4573848.500000 Penalty: 12260.495117
	Iteration 14Q: 3 clusters Score -4573848 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4574006.000000 Penalty: 12260.495117
	Iteration 15Q: 3 clusters Score -4574006 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4574111.000000 Penalty: 12260.495117
	Iteration 16Q: 3 clusters Score -4574111 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4574178.500000 Penalty: 12260.495117
	Iteration 17Q: 3 clusters Score -4574178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -4574204.000000 Penalty: 12260.495117
	Iteration 18Q: 3 clusters Score -4574204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4574238.000000 Penalty: 12260.495117
	Iteration 19Q: 3 clusters Score -4574238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4574258.500000 Penalty: 12260.495117
	Iteration 20F: 3 clusters Score -4574258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4574273.000000 Penalty: 12260.495117
	Iteration 21Q: 3 clusters Score -4574273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4574281.000000 Penalty: 12260.495117
	Iteration 22Q: 3 clusters Score -4574281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4574295.000000 Penalty: 12260.495117
	Iteration 23Q: 3 clusters Score -4574295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4574300.000000 Penalty: 12260.495117
	Iteration 24Q: 3 clusters Score -4574300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4574304.500000 Penalty: 12260.495117
	Iteration 25Q: 3 clusters Score -4574304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -4574306.500000 Penalty: 12260.495117
	Iteration 26Q: 3 clusters Score -4574306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4574310.500000 Penalty: 12260.495117
	Iteration 27Q: 3 clusters Score -4574310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4574319.000000 Penalty: 12260.495117
	Iteration 28Q: 3 clusters Score -4574319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4574314.000000 Penalty: 12260.495117
	Iteration 29Q: 3 clusters Score -4574314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -4574319.000000 Penalty: 12260.495117
	Iteration 30Q: 3 clusters Score -4574319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4574321.500000 Penalty: 12260.495117
	Iteration 31Q: 3 clusters Score -4574322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4574322.500000 Penalty: 12260.495117
	Iteration 32Q: 3 clusters Score -4574322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4574323.500000 Penalty: 12260.495117
	Iteration 33Q: 3 clusters Score -4574324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4574322.000000 Penalty: 12260.495117
	Iteration 34Q: 3 clusters Score -4574322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4574325.000000 Penalty: 12260.495117
	Iteration 35Q: 3 clusters Score -4574325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4574324.000000 Penalty: 12260.495117
	Iteration 36Q: 3 clusters Score -4574324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4574328.500000 Penalty: 12260.495117
	Iteration 37Q: 3 clusters Score -4574328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4574328.500000 Penalty: 12260.495117
	Iteration 38F: 3 clusters Score -4574328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -105845.617188 Penalty: 3900.514404
	Iteration 0F: 2 clusters Score -105845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -102334.460938 Penalty: 7801.028809
	Iteration 0F: 3 clusters Score -102334.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -102542.140625 Penalty: 7801.028809
	Iteration 1F: 3 clusters Score -102542.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -102644.617188 Penalty: 7801.028809
	Iteration 2Q: 3 clusters Score -102644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -102692.132812 Penalty: 7801.028809
	Iteration 3Q: 3 clusters Score -102692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -102710.710938 Penalty: 7801.028809
	Iteration 4Q: 3 clusters Score -102710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -102710.710938 Penalty: 7801.028809
	Iteration 5F: 3 clusters Score -102710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -1264475.500000 Penalty: 5352.475098
	Iteration 0F: 2 clusters Score -1264476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1256653.625000 Penalty: 10704.950195
	Iteration 0F: 3 clusters Score -1256654 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1258074.375000 Penalty: 10704.950195
	Iteration 1F: 3 clusters Score -1258074 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1258421.125000 Penalty: 10704.950195
	Iteration 2F: 3 clusters Score -1258421 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1258630.125000 Penalty: 10704.950195
	Iteration 3Q: 3 clusters Score -1258630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1258787.875000 Penalty: 10704.950195
	Iteration 4Q: 3 clusters Score -1258788 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1258890.500000 Penalty: 10704.950195
	Iteration 5Q: 3 clusters Score -1258890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1258969.500000 Penalty: 10704.950195
	Iteration 6Q: 3 clusters Score -1258970 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1259036.000000 Penalty: 10704.950195
	Iteration 7Q: 3 clusters Score -1259036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1259095.625000 Penalty: 10704.950195
	Iteration 8Q: 3 clusters Score -1259096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1259138.625000 Penalty: 10704.950195
	Iteration 9Q: 3 clusters Score -1259139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1259194.250000 Penalty: 10704.950195
	Iteration 10Q: 3 clusters Score -1259194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1259236.750000 Penalty: 10704.950195
	Iteration 11Q: 3 clusters Score -1259237 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1259280.500000 Penalty: 10704.950195
	Iteration 12Q: 3 clusters Score -1259280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1259336.125000 Penalty: 10704.950195
	Iteration 13Q: 3 clusters Score -1259336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1259388.000000 Penalty: 10704.950195
	Iteration 14Q: 3 clusters Score -1259388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1259436.500000 Penalty: 10704.950195
	Iteration 15Q: 3 clusters Score -1259436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1259489.000000 Penalty: 10704.950195
	Iteration 16Q: 3 clusters Score -1259489 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1259552.375000 Penalty: 10704.950195
	Iteration 17Q: 3 clusters Score -1259552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1259604.000000 Penalty: 10704.950195
	Iteration 18Q: 3 clusters Score -1259604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1259661.875000 Penalty: 10704.950195
	Iteration 19Q: 3 clusters Score -1259662 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1259720.500000 Penalty: 10704.950195
	Iteration 20F: 3 clusters Score -1259720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1259767.875000 Penalty: 10704.950195
	Iteration 21Q: 3 clusters Score -1259768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1259815.750000 Penalty: 10704.950195
	Iteration 22Q: 3 clusters Score -1259816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1259863.500000 Penalty: 10704.950195
	Iteration 23Q: 3 clusters Score -1259864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1259906.250000 Penalty: 10704.950195
	Iteration 24Q: 3 clusters Score -1259906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1259939.750000 Penalty: 10704.950195
	Iteration 25Q: 3 clusters Score -1259940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1259971.875000 Penalty: 10704.950195
	Iteration 26Q: 3 clusters Score -1259972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1260008.000000 Penalty: 10704.950195
	Iteration 27Q: 3 clusters Score -1260008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1260047.500000 Penalty: 10704.950195
	Iteration 28Q: 3 clusters Score -1260048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1260081.375000 Penalty: 10704.950195
	Iteration 29Q: 3 clusters Score -1260081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1260112.000000 Penalty: 10704.950195
	Iteration 30Q: 3 clusters Score -1260112 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1260141.500000 Penalty: 10704.950195
	Iteration 31Q: 3 clusters Score -1260142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1260165.875000 Penalty: 10704.950195
	Iteration 32Q: 3 clusters Score -1260166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1260195.875000 Penalty: 10704.950195
	Iteration 33Q: 3 clusters Score -1260196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1260225.875000 Penalty: 10704.950195
	Iteration 34Q: 3 clusters Score -1260226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1260254.625000 Penalty: 10704.950195
	Iteration 35Q: 3 clusters Score -1260255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1260282.625000 Penalty: 10704.950195
	Iteration 36Q: 3 clusters Score -1260283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1260313.750000 Penalty: 10704.950195
	Iteration 37Q: 3 clusters Score -1260314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1260341.750000 Penalty: 10704.950195
	Iteration 38Q: 3 clusters Score -1260342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1260373.250000 Penalty: 10704.950195
	Iteration 39Q: 3 clusters Score -1260373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1260399.125000 Penalty: 10704.950195
	Iteration 40F: 3 clusters Score -1260399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1260432.000000 Penalty: 10704.950195
	Iteration 41Q: 3 clusters Score -1260432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1260453.250000 Penalty: 10704.950195
	Iteration 42Q: 3 clusters Score -1260453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1260479.125000 Penalty: 10704.950195
	Iteration 43Q: 3 clusters Score -1260479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1260511.500000 Penalty: 10704.950195
	Iteration 44Q: 3 clusters Score -1260512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1260546.375000 Penalty: 10704.950195
	Iteration 45Q: 3 clusters Score -1260546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1260573.000000 Penalty: 10704.950195
	Iteration 46Q: 3 clusters Score -1260573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1260597.000000 Penalty: 10704.950195
	Iteration 47Q: 3 clusters Score -1260597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1260621.125000 Penalty: 10704.950195
	Iteration 48Q: 3 clusters Score -1260621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1260642.500000 Penalty: 10704.950195
	Iteration 49Q: 3 clusters Score -1260642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1260671.625000 Penalty: 10704.950195
	Iteration 50Q: 3 clusters Score -1260672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1260694.125000 Penalty: 10704.950195
	Iteration 51Q: 3 clusters Score -1260694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1260715.125000 Penalty: 10704.950195
	Iteration 52Q: 3 clusters Score -1260715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1260749.500000 Penalty: 10704.950195
	Iteration 53Q: 3 clusters Score -1260750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1260776.750000 Penalty: 10704.950195
	Iteration 54Q: 3 clusters Score -1260777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1260798.625000 Penalty: 10704.950195
	Iteration 55Q: 3 clusters Score -1260799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1260820.875000 Penalty: 10704.950195
	Iteration 56Q: 3 clusters Score -1260821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1260845.750000 Penalty: 10704.950195
	Iteration 57Q: 3 clusters Score -1260846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1260876.625000 Penalty: 10704.950195
	Iteration 58Q: 3 clusters Score -1260877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1260909.500000 Penalty: 10704.950195
	Iteration 59Q: 3 clusters Score -1260910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1260939.125000 Penalty: 10704.950195
	Iteration 60F: 3 clusters Score -1260939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1260973.375000 Penalty: 10704.950195
	Iteration 61Q: 3 clusters Score -1260973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1261001.000000 Penalty: 10704.950195
	Iteration 62Q: 3 clusters Score -1261001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1261023.500000 Penalty: 10704.950195
	Iteration 63Q: 3 clusters Score -1261024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1261039.375000 Penalty: 10704.950195
	Iteration 64Q: 3 clusters Score -1261039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1261058.000000 Penalty: 10704.950195
	Iteration 65Q: 3 clusters Score -1261058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1261068.625000 Penalty: 10704.950195
	Iteration 66Q: 3 clusters Score -1261069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1261079.250000 Penalty: 10704.950195
	Iteration 67Q: 3 clusters Score -1261079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1261089.000000 Penalty: 10704.950195
	Iteration 68Q: 3 clusters Score -1261089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1261094.500000 Penalty: 10704.950195
	Iteration 69Q: 3 clusters Score -1261094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1261105.125000 Penalty: 10704.950195
	Iteration 70Q: 3 clusters Score -1261105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1261115.500000 Penalty: 10704.950195
	Iteration 71Q: 3 clusters Score -1261116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1261126.875000 Penalty: 10704.950195
	Iteration 72Q: 3 clusters Score -1261127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1261134.750000 Penalty: 10704.950195
	Iteration 73Q: 3 clusters Score -1261135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1261143.500000 Penalty: 10704.950195
	Iteration 74Q: 3 clusters Score -1261144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1261150.875000 Penalty: 10704.950195
	Iteration 75Q: 3 clusters Score -1261151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1261151.375000 Penalty: 10704.950195
	Iteration 76Q: 3 clusters Score -1261151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1261154.625000 Penalty: 10704.950195
	Iteration 77Q: 3 clusters Score -1261155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1261159.875000 Penalty: 10704.950195
	Iteration 78Q: 3 clusters Score -1261160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1261163.875000 Penalty: 10704.950195
	Iteration 79Q: 3 clusters Score -1261164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1261166.875000 Penalty: 10704.950195
	Iteration 80F: 3 clusters Score -1261167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1261173.250000 Penalty: 10704.950195
	Iteration 81Q: 3 clusters Score -1261173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1261178.375000 Penalty: 10704.950195
	Iteration 82Q: 3 clusters Score -1261178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1261182.375000 Penalty: 10704.950195
	Iteration 83Q: 3 clusters Score -1261182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1261184.750000 Penalty: 10704.950195
	Iteration 84Q: 3 clusters Score -1261185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1261185.125000 Penalty: 10704.950195
	Iteration 85Q: 3 clusters Score -1261185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1261189.250000 Penalty: 10704.950195
	Iteration 86Q: 3 clusters Score -1261189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1261188.875000 Penalty: 10704.950195
	Iteration 87Q: 3 clusters Score -1261189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1261189.000000 Penalty: 10704.950195
	Iteration 88Q: 3 clusters Score -1261189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1261192.625000 Penalty: 10704.950195
	Iteration 89Q: 3 clusters Score -1261193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1261191.625000 Penalty: 10704.950195
	Iteration 90Q: 3 clusters Score -1261192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1261191.625000 Penalty: 10704.950195
	Iteration 91F: 3 clusters Score -1261192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Entering Unmasked Estep 
Score: -2328119.000000 Penalty: 5720.674316
	Iteration 0F: 2 clusters Score -2328119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2316876.000000 Penalty: 11441.348633
	Iteration 0F: 3 clusters Score -2316876 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2319410.500000 Penalty: 11441.348633
	Iteration 1F: 3 clusters Score -2319410 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2319965.250000 Penalty: 11441.348633
	Iteration 2F: 3 clusters Score -2319965 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2320335.000000 Penalty: 11441.348633
	Iteration 3F: 3 clusters Score -2320335 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2320664.500000 Penalty: 11441.348633
	Iteration 4Q: 3 clusters Score -2320664 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2320953.250000 Penalty: 11441.348633
	Iteration 5Q: 3 clusters Score -2320953 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2321240.250000 Penalty: 11441.348633
	Iteration 6Q: 3 clusters Score -2321240 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2321533.750000 Penalty: 11441.348633
	Iteration 7Q: 3 clusters Score -2321534 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2321821.250000 Penalty: 11441.348633
	Iteration 8Q: 3 clusters Score -2321821 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2322097.750000 Penalty: 11441.348633
	Iteration 9Q: 3 clusters Score -2322098 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2322357.000000 Penalty: 11441.348633
	Iteration 10Q: 3 clusters Score -2322357 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2322621.500000 Penalty: 11441.348633
	Iteration 11Q: 3 clusters Score -2322622 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2322851.750000 Penalty: 11441.348633
	Iteration 12Q: 3 clusters Score -2322852 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2323033.500000 Penalty: 11441.348633
	Iteration 13Q: 3 clusters Score -2323034 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2323176.500000 Penalty: 11441.348633
	Iteration 14Q: 3 clusters Score -2323176 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2323316.750000 Penalty: 11441.348633
	Iteration 15Q: 3 clusters Score -2323317 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2323426.000000 Penalty: 11441.348633
	Iteration 16Q: 3 clusters Score -2323426 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2323503.000000 Penalty: 11441.348633
	Iteration 17Q: 3 clusters Score -2323503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2323550.500000 Penalty: 11441.348633
	Iteration 18Q: 3 clusters Score -2323550 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2323586.750000 Penalty: 11441.348633
	Iteration 19Q: 3 clusters Score -2323587 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2323628.000000 Penalty: 11441.348633
	Iteration 20F: 3 clusters Score -2323628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2323665.000000 Penalty: 11441.348633
	Iteration 21Q: 3 clusters Score -2323665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2323699.000000 Penalty: 11441.348633
	Iteration 22Q: 3 clusters Score -2323699 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2323727.000000 Penalty: 11441.348633
	Iteration 23Q: 3 clusters Score -2323727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2323750.750000 Penalty: 11441.348633
	Iteration 24Q: 3 clusters Score -2323751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2323767.500000 Penalty: 11441.348633
	Iteration 25Q: 3 clusters Score -2323768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2323779.500000 Penalty: 11441.348633
	Iteration 26Q: 3 clusters Score -2323780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2323784.750000 Penalty: 11441.348633
	Iteration 27Q: 3 clusters Score -2323785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2323791.000000 Penalty: 11441.348633
	Iteration 28Q: 3 clusters Score -2323791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2323787.000000 Penalty: 11441.348633
	Iteration 29Q: 3 clusters Score -2323787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2323800.000000 Penalty: 11441.348633
	Iteration 30Q: 3 clusters Score -2323800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2323808.250000 Penalty: 11441.348633
	Iteration 31Q: 3 clusters Score -2323808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2323815.250000 Penalty: 11441.348633
	Iteration 32Q: 3 clusters Score -2323815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2323820.750000 Penalty: 11441.348633
	Iteration 33Q: 3 clusters Score -2323821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2323823.250000 Penalty: 11441.348633
	Iteration 34Q: 3 clusters Score -2323823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2323828.500000 Penalty: 11441.348633
	Iteration 35Q: 3 clusters Score -2323828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2323826.750000 Penalty: 11441.348633
	Iteration 36Q: 3 clusters Score -2323827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2323831.250000 Penalty: 11441.348633
	Iteration 37Q: 3 clusters Score -2323831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2323832.000000 Penalty: 11441.348633
	Iteration 38Q: 3 clusters Score -2323832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2323834.000000 Penalty: 11441.348633
	Iteration 39Q: 3 clusters Score -2323834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2323831.750000 Penalty: 11441.348633
	Iteration 40F: 3 clusters Score -2323832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2323835.750000 Penalty: 11441.348633
	Iteration 41Q: 3 clusters Score -2323836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2323836.250000 Penalty: 11441.348633
	Iteration 42Q: 3 clusters Score -2323836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2323837.250000 Penalty: 11441.348633
	Iteration 43Q: 3 clusters Score -2323837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2323835.750000 Penalty: 11441.348633
	Iteration 44Q: 3 clusters Score -2323836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2323835.750000 Penalty: 11441.348633
	Iteration 45F: 3 clusters Score -2323836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Entering Unmasked Estep 
Score: -2553276.000000 Penalty: 5798.677246
	Iteration 0F: 2 clusters Score -2553276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2541274.750000 Penalty: 11597.354492
	Iteration 0F: 3 clusters Score -2541275 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2544183.000000 Penalty: 11597.354492
	Iteration 1F: 3 clusters Score -2544183 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2544847.750000 Penalty: 11597.354492
	Iteration 2F: 3 clusters Score -2544848 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2545359.750000 Penalty: 11597.354492
	Iteration 3F: 3 clusters Score -2545360 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2545777.500000 Penalty: 11597.354492
	Iteration 4Q: 3 clusters Score -2545778 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2546204.000000 Penalty: 11597.354492
	Iteration 5Q: 3 clusters Score -2546204 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2546610.750000 Penalty: 11597.354492
	Iteration 6Q: 3 clusters Score -2546611 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2546994.750000 Penalty: 11597.354492
	Iteration 7Q: 3 clusters Score -2546995 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2547412.250000 Penalty: 11597.354492
	Iteration 8Q: 3 clusters Score -2547412 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2547811.000000 Penalty: 11597.354492
	Iteration 9Q: 3 clusters Score -2547811 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2548247.500000 Penalty: 11597.354492
	Iteration 10Q: 3 clusters Score -2548248 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2548635.000000 Penalty: 11597.354492
	Iteration 11Q: 3 clusters Score -2548635 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2548986.500000 Penalty: 11597.354492
	Iteration 12Q: 3 clusters Score -2548986 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2549221.000000 Penalty: 11597.354492
	Iteration 13Q: 3 clusters Score -2549221 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2549403.250000 Penalty: 11597.354492
	Iteration 14Q: 3 clusters Score -2549403 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2549512.250000 Penalty: 11597.354492
	Iteration 15Q: 3 clusters Score -2549512 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2549591.250000 Penalty: 11597.354492
	Iteration 16Q: 3 clusters Score -2549591 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2549643.500000 Penalty: 11597.354492
	Iteration 17Q: 3 clusters Score -2549644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2549672.000000 Penalty: 11597.354492
	Iteration 18Q: 3 clusters Score -2549672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2549697.750000 Penalty: 11597.354492
	Iteration 19Q: 3 clusters Score -2549698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2549718.750000 Penalty: 11597.354492
	Iteration 20F: 3 clusters Score -2549719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2549735.750000 Penalty: 11597.354492
	Iteration 21Q: 3 clusters Score -2549736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2549754.250000 Penalty: 11597.354492
	Iteration 22Q: 3 clusters Score -2549754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2549765.750000 Penalty: 11597.354492
	Iteration 23Q: 3 clusters Score -2549766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2549771.750000 Penalty: 11597.354492
	Iteration 24Q: 3 clusters Score -2549772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2549783.500000 Penalty: 11597.354492
	Iteration 25Q: 3 clusters Score -2549784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2549789.500000 Penalty: 11597.354492
	Iteration 26Q: 3 clusters Score -2549790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2549793.000000 Penalty: 11597.354492
	Iteration 27Q: 3 clusters Score -2549793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2549802.750000 Penalty: 11597.354492
	Iteration 28Q: 3 clusters Score -2549803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2549811.500000 Penalty: 11597.354492
	Iteration 29Q: 3 clusters Score -2549812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2549820.000000 Penalty: 11597.354492
	Iteration 30Q: 3 clusters Score -2549820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2549819.750000 Penalty: 11597.354492
	Iteration 31Q: 3 clusters Score -2549820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2549824.000000 Penalty: 11597.354492
	Iteration 32Q: 3 clusters Score -2549824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2549822.250000 Penalty: 11597.354492
	Iteration 33Q: 3 clusters Score -2549822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2549827.250000 Penalty: 11597.354492
	Iteration 34Q: 3 clusters Score -2549827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2549825.250000 Penalty: 11597.354492
	Iteration 35Q: 3 clusters Score -2549825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2549830.000000 Penalty: 11597.354492
	Iteration 36Q: 3 clusters Score -2549830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2549828.000000 Penalty: 11597.354492
	Iteration 37Q: 3 clusters Score -2549828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2549832.250000 Penalty: 11597.354492
	Iteration 38Q: 3 clusters Score -2549832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2549828.000000 Penalty: 11597.354492
	Iteration 39Q: 3 clusters Score -2549828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2549827.750000 Penalty: 11597.354492
	Iteration 40F: 3 clusters Score -2549828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2549829.250000 Penalty: 11597.354492
	Iteration 41Q: 3 clusters Score -2549829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2549829.250000 Penalty: 11597.354492
	Iteration 42F: 3 clusters Score -2549829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Entering Unmasked Estep 
Score: -6198490.000000 Penalty: 6346.369141
	Iteration 0F: 2 clusters Score -6198490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -6174580.000000 Penalty: 12692.738281
	Iteration 0F: 3 clusters Score -6174580 nChanged 13473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 16136 members 
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Mstep: Class 1 contains 15288 members 
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Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 16589 members 
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Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13331 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 20298 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 21013 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10469 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6192103 nChanged 312
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Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9743 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 Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9321 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6193036 nChanged 83
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Mstep: Class 1 contains 9260 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6193066 nChanged 84
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Mstep: Class 1 contains 9132 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9073 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6193096 nChanged 94
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Mstep: Class 1 contains 8930 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6193104 nChanged 81
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Mstep: Class 1 contains 8879 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6193132 nChanged 85
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Mstep: Class 1 contains 8820 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6193144 nChanged 68
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6193170 nChanged 80
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6193192 nChanged 72
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Mstep: Class 1 contains 8638 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6193195 nChanged 55
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Mstep: Class 1 contains 8597 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6193217 nChanged 62
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Mstep: Class 1 contains 8541 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6193224 nChanged 53
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Mstep: Class 1 contains 8502 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6193244 nChanged 47
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Mstep: Class 1 contains 8463 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6193250 nChanged 30
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6193260 nChanged 36
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6193272 nChanged 36
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Mstep: Class 1 contains 8375 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6193268 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8346 members 
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	Iteration 57Q: 3 clusters Score -6193277 nChanged 32
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Mstep: Class 1 contains 8326 members 
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	Iteration 58Q: 3 clusters Score -6193285 nChanged 34
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Mstep: Class 1 contains 8304 members 
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	Iteration 59Q: 3 clusters Score -6193290 nChanged 33
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Mstep: Class 1 contains 8275 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6193306 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8244 members 
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	Iteration 61Q: 3 clusters Score -6193290 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8217 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6193307 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8188 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6193320 nChanged 28
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Mstep: Class 1 contains 8166 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6193314 nChanged 41
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	Iteration 65Q: 3 clusters Score -6193320 nChanged 32
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6193312 nChanged 29
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Mstep: Class 1 contains 8080 members 
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	Iteration 67Q: 3 clusters Score -6193328 nChanged 27
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Mstep: Class 1 contains 8055 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6193338 nChanged 29
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Mstep: Class 1 contains 8036 members 
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	Iteration 69Q: 3 clusters Score -6193328 nChanged 42
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Mstep: Class 1 contains 8004 members 
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Mstep: Class 1 contains 7968 members 
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	Iteration 71Q: 3 clusters Score -6193342 nChanged 38
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Mstep: Class 1 contains 7932 members 
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	Iteration 72Q: 3 clusters Score -6193345 nChanged 39
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Mstep: Class 1 contains 7897 members 
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	Iteration 73Q: 3 clusters Score -6193372 nChanged 49
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	Iteration 75Q: 3 clusters Score -6193378 nChanged 45
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	Iteration 79Q: 3 clusters Score -6193422 nChanged 65
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	Iteration 80F: 3 clusters Score -6193437 nChanged 69
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	Iteration 81Q: 3 clusters Score -6193472 nChanged 69
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	Iteration 82Q: 3 clusters Score -6193476 nChanged 66
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	Iteration 83Q: 3 clusters Score -6193504 nChanged 59
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	Iteration 84Q: 3 clusters Score -6193512 nChanged 60
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	Iteration 85Q: 3 clusters Score -6193528 nChanged 69
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	Iteration 86Q: 3 clusters Score -6193552 nChanged 58
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	Iteration 90Q: 3 clusters Score -6193594 nChanged 55
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	Iteration 91Q: 3 clusters Score -6193603 nChanged 49
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	Iteration 92Q: 3 clusters Score -6193609 nChanged 39
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	Iteration 93Q: 3 clusters Score -6193624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6193628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6193612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6193646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6193650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6193667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6193664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6193670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6193678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6193698 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6193710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6193711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -6193714.000000 Penalty: 12692.738281
	Iteration 105Q: 3 clusters Score -6193714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -6193723.500000 Penalty: 12692.738281
	Iteration 106Q: 3 clusters Score -6193724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -6193741.500000 Penalty: 12692.738281
	Iteration 107Q: 3 clusters Score -6193742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -6193739.500000 Penalty: 12692.738281
	Iteration 108Q: 3 clusters Score -6193740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6193755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6193767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6193756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6193760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6193776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -6193802.000000 Penalty: 12692.738281
	Iteration 114Q: 3 clusters Score -6193802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -6193815.000000 Penalty: 12692.738281
	Iteration 115Q: 3 clusters Score -6193815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -6193821.500000 Penalty: 12692.738281
	Iteration 116Q: 3 clusters Score -6193822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -6193825.000000 Penalty: 12692.738281
	Iteration 117Q: 3 clusters Score -6193825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -6193842.500000 Penalty: 12692.738281
	Iteration 118Q: 3 clusters Score -6193842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -6193858.000000 Penalty: 12692.738281
	Iteration 119Q: 3 clusters Score -6193858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -6193866.000000 Penalty: 12692.738281
	Iteration 120F: 3 clusters Score -6193866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -6193879.500000 Penalty: 12692.738281
	Iteration 121Q: 3 clusters Score -6193880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6193892.500000 Penalty: 12692.738281
	Iteration 122Q: 3 clusters Score -6193892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6193927 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6193970 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6193994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6194008 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6194044 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6194070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6194088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -6194105.000000 Penalty: 12692.738281
	Iteration 130Q: 3 clusters Score -6194105 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -6194121.500000 Penalty: 12692.738281
	Iteration 131Q: 3 clusters Score -6194122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -6194143.000000 Penalty: 12692.738281
	Iteration 132Q: 3 clusters Score -6194143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -6194170.500000 Penalty: 12692.738281
	Iteration 133Q: 3 clusters Score -6194170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -6194165.000000 Penalty: 12692.738281
	Iteration 134Q: 3 clusters Score -6194165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -6194162.500000 Penalty: 12692.738281
	Iteration 135Q: 3 clusters Score -6194162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -6194186.500000 Penalty: 12692.738281
	Iteration 136Q: 3 clusters Score -6194186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -6194200.000000 Penalty: 12692.738281
	Iteration 137Q: 3 clusters Score -6194200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -6194218.000000 Penalty: 12692.738281
	Iteration 138Q: 3 clusters Score -6194218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -6194227.500000 Penalty: 12692.738281
	Iteration 139Q: 3 clusters Score -6194228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -6194228.500000 Penalty: 12692.738281
	Iteration 140F: 3 clusters Score -6194228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -6194239.500000 Penalty: 12692.738281
	Iteration 141Q: 3 clusters Score -6194240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -6194232.000000 Penalty: 12692.738281
	Iteration 142Q: 3 clusters Score -6194232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -6194241.000000 Penalty: 12692.738281
	Iteration 143Q: 3 clusters Score -6194241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -6194240.500000 Penalty: 12692.738281
	Iteration 144Q: 3 clusters Score -6194240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -6194259.500000 Penalty: 12692.738281
	Iteration 145Q: 3 clusters Score -6194260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -6194256.500000 Penalty: 12692.738281
	Iteration 146Q: 3 clusters Score -6194256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -6194253.000000 Penalty: 12692.738281
	Iteration 147Q: 3 clusters Score -6194253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -6194273.500000 Penalty: 12692.738281
	Iteration 148Q: 3 clusters Score -6194274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -6194266.500000 Penalty: 12692.738281
	Iteration 149Q: 3 clusters Score -6194266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -6194277.000000 Penalty: 12692.738281
	Iteration 150Q: 3 clusters Score -6194277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -6194274.000000 Penalty: 12692.738281
	Iteration 151Q: 3 clusters Score -6194274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -6194287.000000 Penalty: 12692.738281
	Iteration 152Q: 3 clusters Score -6194287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -6194283.500000 Penalty: 12692.738281
	Iteration 153Q: 3 clusters Score -6194284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -6194275.500000 Penalty: 12692.738281
	Iteration 154Q: 3 clusters Score -6194276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -6194283.000000 Penalty: 12692.738281
	Iteration 155Q: 3 clusters Score -6194283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -6194291.000000 Penalty: 12692.738281
	Iteration 156Q: 3 clusters Score -6194291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -6194292.000000 Penalty: 12692.738281
	Iteration 157Q: 3 clusters Score -6194292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -6194296.500000 Penalty: 12692.738281
	Iteration 158Q: 3 clusters Score -6194296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -6194311.500000 Penalty: 12692.738281
	Iteration 159Q: 3 clusters Score -6194312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -6194299.500000 Penalty: 12692.738281
	Iteration 160F: 3 clusters Score -6194300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -6194301.500000 Penalty: 12692.738281
	Iteration 161Q: 3 clusters Score -6194302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -6194318.500000 Penalty: 12692.738281
	Iteration 162Q: 3 clusters Score -6194318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -6194328.000000 Penalty: 12692.738281
	Iteration 163Q: 3 clusters Score -6194328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -6194335.000000 Penalty: 12692.738281
	Iteration 164Q: 3 clusters Score -6194335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -6194344.000000 Penalty: 12692.738281
	Iteration 165Q: 3 clusters Score -6194344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -6194350.500000 Penalty: 12692.738281
	Iteration 166Q: 3 clusters Score -6194350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -6194344.500000 Penalty: 12692.738281
	Iteration 167Q: 3 clusters Score -6194344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -6194348.500000 Penalty: 12692.738281
	Iteration 168Q: 3 clusters Score -6194348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -6194346.000000 Penalty: 12692.738281
	Iteration 169Q: 3 clusters Score -6194346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -6194354.500000 Penalty: 12692.738281
	Iteration 170Q: 3 clusters Score -6194354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -6194358.500000 Penalty: 12692.738281
	Iteration 171Q: 3 clusters Score -6194358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -6194356.000000 Penalty: 12692.738281
	Iteration 172Q: 3 clusters Score -6194356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -6194359.000000 Penalty: 12692.738281
	Iteration 173Q: 3 clusters Score -6194359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -6194360.000000 Penalty: 12692.738281
	Iteration 174Q: 3 clusters Score -6194360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -6194360.500000 Penalty: 12692.738281
	Iteration 175Q: 3 clusters Score -6194360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -6194361.500000 Penalty: 12692.738281
	Iteration 176Q: 3 clusters Score -6194362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -6194364.000000 Penalty: 12692.738281
	Iteration 177Q: 3 clusters Score -6194364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -6194371.000000 Penalty: 12692.738281
	Iteration 178Q: 3 clusters Score -6194371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6194369 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6194369.000000 Penalty: 12692.738281
	Iteration 180F: 3 clusters Score -6194369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25710 members 
Entering Unmasked Estep 
Score: -5268561.000000 Penalty: 6219.714355
	Iteration 0F: 2 clusters Score -5268561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5248530.000000 Penalty: 12439.428711
	Iteration 0F: 3 clusters Score -5248530 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5254183 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -5254865.500000 Penalty: 12439.428711
	Iteration 2F: 3 clusters Score -5254866 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -5255395.000000 Penalty: 12439.428711
	Iteration 3Q: 3 clusters Score -5255395 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -5255770.000000 Penalty: 12439.428711
	Iteration 4Q: 3 clusters Score -5255770 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5256138.500000 Penalty: 12439.428711
	Iteration 5Q: 3 clusters Score -5256138 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -5256491.000000 Penalty: 12439.428711
	Iteration 6Q: 3 clusters Score -5256491 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -5256884.500000 Penalty: 12439.428711
	Iteration 7Q: 3 clusters Score -5256884 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -5257314.500000 Penalty: 12439.428711
	Iteration 8Q: 3 clusters Score -5257314 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -5257750.500000 Penalty: 12439.428711
	Iteration 9Q: 3 clusters Score -5257750 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5258204.000000 Penalty: 12439.428711
	Iteration 10Q: 3 clusters Score -5258204 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -5258728.500000 Penalty: 12439.428711
	Iteration 11Q: 3 clusters Score -5258728 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5259236.000000 Penalty: 12439.428711
	Iteration 12Q: 3 clusters Score -5259236 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -5259711.000000 Penalty: 12439.428711
	Iteration 13Q: 3 clusters Score -5259711 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -5260110.500000 Penalty: 12439.428711
	Iteration 14Q: 3 clusters Score -5260110 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -5260547.000000 Penalty: 12439.428711
	Iteration 15Q: 3 clusters Score -5260547 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -5261005.000000 Penalty: 12439.428711
	Iteration 16Q: 3 clusters Score -5261005 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -5261497.500000 Penalty: 12439.428711
	Iteration 17Q: 3 clusters Score -5261498 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -5261975.500000 Penalty: 12439.428711
	Iteration 18Q: 3 clusters Score -5261976 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -5262392.000000 Penalty: 12439.428711
	Iteration 19Q: 3 clusters Score -5262392 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -5262664.500000 Penalty: 12439.428711
	Iteration 20F: 3 clusters Score -5262664 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -5262913.500000 Penalty: 12439.428711
	Iteration 21Q: 3 clusters Score -5262914 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -5263064.500000 Penalty: 12439.428711
	Iteration 22Q: 3 clusters Score -5263064 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5263194.500000 Penalty: 12439.428711
	Iteration 23Q: 3 clusters Score -5263194 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -5263278.500000 Penalty: 12439.428711
	Iteration 24Q: 3 clusters Score -5263278 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -5263336.500000 Penalty: 12439.428711
	Iteration 25Q: 3 clusters Score -5263336 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -5263366.500000 Penalty: 12439.428711
	Iteration 26Q: 3 clusters Score -5263366 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -5263416.500000 Penalty: 12439.428711
	Iteration 27Q: 3 clusters Score -5263416 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -5263463.000000 Penalty: 12439.428711
	Iteration 28Q: 3 clusters Score -5263463 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -5263516.500000 Penalty: 12439.428711
	Iteration 29Q: 3 clusters Score -5263516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -5263542.000000 Penalty: 12439.428711
	Iteration 30Q: 3 clusters Score -5263542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -5263584.500000 Penalty: 12439.428711
	Iteration 31Q: 3 clusters Score -5263584 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -5263603.000000 Penalty: 12439.428711
	Iteration 32Q: 3 clusters Score -5263603 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -5263647.000000 Penalty: 12439.428711
	Iteration 33Q: 3 clusters Score -5263647 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -5263670.000000 Penalty: 12439.428711
	Iteration 34Q: 3 clusters Score -5263670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -5263688.500000 Penalty: 12439.428711
	Iteration 35Q: 3 clusters Score -5263688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -5263730.000000 Penalty: 12439.428711
	Iteration 36Q: 3 clusters Score -5263730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -5263737.000000 Penalty: 12439.428711
	Iteration 37Q: 3 clusters Score -5263737 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -5263764.000000 Penalty: 12439.428711
	Iteration 38Q: 3 clusters Score -5263764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5263776.000000 Penalty: 12439.428711
	Iteration 39Q: 3 clusters Score -5263776 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -5263818.000000 Penalty: 12439.428711
	Iteration 40F: 3 clusters Score -5263818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -5263820.000000 Penalty: 12439.428711
	Iteration 41Q: 3 clusters Score -5263820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -5263852.500000 Penalty: 12439.428711
	Iteration 42Q: 3 clusters Score -5263852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5263904.500000 Penalty: 12439.428711
	Iteration 43Q: 3 clusters Score -5263904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -5263935.000000 Penalty: 12439.428711
	Iteration 44Q: 3 clusters Score -5263935 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -5263937.500000 Penalty: 12439.428711
	Iteration 45Q: 3 clusters Score -5263938 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -5263972.500000 Penalty: 12439.428711
	Iteration 46Q: 3 clusters Score -5263972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -5263982.500000 Penalty: 12439.428711
	Iteration 47Q: 3 clusters Score -5263982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -5264006.000000 Penalty: 12439.428711
	Iteration 48Q: 3 clusters Score -5264006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -5264023.500000 Penalty: 12439.428711
	Iteration 49Q: 3 clusters Score -5264024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -5264027.000000 Penalty: 12439.428711
	Iteration 50Q: 3 clusters Score -5264027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -5264059.000000 Penalty: 12439.428711
	Iteration 51Q: 3 clusters Score -5264059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -5264058.500000 Penalty: 12439.428711
	Iteration 52Q: 3 clusters Score -5264058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -5264053.000000 Penalty: 12439.428711
	Iteration 53Q: 3 clusters Score -5264053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -5264066.500000 Penalty: 12439.428711
	Iteration 54Q: 3 clusters Score -5264066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -5264068.500000 Penalty: 12439.428711
	Iteration 55Q: 3 clusters Score -5264068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -5264070.000000 Penalty: 12439.428711
	Iteration 56Q: 3 clusters Score -5264070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -5264069.000000 Penalty: 12439.428711
	Iteration 57Q: 3 clusters Score -5264069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -5264064.500000 Penalty: 12439.428711
	Iteration 58Q: 3 clusters Score -5264064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -5264077.500000 Penalty: 12439.428711
	Iteration 59Q: 3 clusters Score -5264078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -5264068.500000 Penalty: 12439.428711
	Iteration 60F: 3 clusters Score -5264068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -5264084.500000 Penalty: 12439.428711
	Iteration 61Q: 3 clusters Score -5264084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -5264083.500000 Penalty: 12439.428711
	Iteration 62Q: 3 clusters Score -5264084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -5264086.500000 Penalty: 12439.428711
	Iteration 63Q: 3 clusters Score -5264086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5264093.000000 Penalty: 12439.428711
	Iteration 64Q: 3 clusters Score -5264093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -5264092.500000 Penalty: 12439.428711
	Iteration 65Q: 3 clusters Score -5264092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -5264092.500000 Penalty: 12439.428711
	Iteration 66F: 3 clusters Score -5264092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -2482532.750000 Penalty: 5767.581543
	Iteration 0F: 2 clusters Score -2482533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2470941.000000 Penalty: 11535.163086
	Iteration 0F: 3 clusters Score -2470941 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2473492.250000 Penalty: 11535.163086
	Iteration 1F: 3 clusters Score -2473492 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2473941.000000 Penalty: 11535.163086
	Iteration 2F: 3 clusters Score -2473941 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2474254.000000 Penalty: 11535.163086
	Iteration 3Q: 3 clusters Score -2474254 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2474477.000000 Penalty: 11535.163086
	Iteration 4Q: 3 clusters Score -2474477 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2474677.000000 Penalty: 11535.163086
	Iteration 5Q: 3 clusters Score -2474677 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2474926.000000 Penalty: 11535.163086
	Iteration 6Q: 3 clusters Score -2474926 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2475186.000000 Penalty: 11535.163086
	Iteration 7Q: 3 clusters Score -2475186 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2475433.250000 Penalty: 11535.163086
	Iteration 8Q: 3 clusters Score -2475433 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2475668.500000 Penalty: 11535.163086
	Iteration 9Q: 3 clusters Score -2475668 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2475883.750000 Penalty: 11535.163086
	Iteration 10Q: 3 clusters Score -2475884 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2476101.500000 Penalty: 11535.163086
	Iteration 11Q: 3 clusters Score -2476102 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2476311.750000 Penalty: 11535.163086
	Iteration 12Q: 3 clusters Score -2476312 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2476521.000000 Penalty: 11535.163086
	Iteration 13Q: 3 clusters Score -2476521 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2476729.000000 Penalty: 11535.163086
	Iteration 14Q: 3 clusters Score -2476729 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2476979.500000 Penalty: 11535.163086
	Iteration 15Q: 3 clusters Score -2476980 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2477255.250000 Penalty: 11535.163086
	Iteration 16Q: 3 clusters Score -2477255 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2477567.000000 Penalty: 11535.163086
	Iteration 17Q: 3 clusters Score -2477567 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2477873.500000 Penalty: 11535.163086
	Iteration 18Q: 3 clusters Score -2477874 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2478165.000000 Penalty: 11535.163086
	Iteration 19Q: 3 clusters Score -2478165 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2478428.750000 Penalty: 11535.163086
	Iteration 20F: 3 clusters Score -2478429 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2478610.250000 Penalty: 11535.163086
	Iteration 21Q: 3 clusters Score -2478610 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2478789.750000 Penalty: 11535.163086
	Iteration 22Q: 3 clusters Score -2478790 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2478941.000000 Penalty: 11535.163086
	Iteration 23Q: 3 clusters Score -2478941 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2479055.000000 Penalty: 11535.163086
	Iteration 24Q: 3 clusters Score -2479055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2479124.250000 Penalty: 11535.163086
	Iteration 25Q: 3 clusters Score -2479124 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2479188.750000 Penalty: 11535.163086
	Iteration 26Q: 3 clusters Score -2479189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2479246.500000 Penalty: 11535.163086
	Iteration 27Q: 3 clusters Score -2479246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2479289.000000 Penalty: 11535.163086
	Iteration 28Q: 3 clusters Score -2479289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2479327.250000 Penalty: 11535.163086
	Iteration 29Q: 3 clusters Score -2479327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2479351.000000 Penalty: 11535.163086
	Iteration 30Q: 3 clusters Score -2479351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2479377.000000 Penalty: 11535.163086
	Iteration 31Q: 3 clusters Score -2479377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2479387.250000 Penalty: 11535.163086
	Iteration 32Q: 3 clusters Score -2479387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2479399.000000 Penalty: 11535.163086
	Iteration 33Q: 3 clusters Score -2479399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2479406.250000 Penalty: 11535.163086
	Iteration 34Q: 3 clusters Score -2479406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2479413.750000 Penalty: 11535.163086
	Iteration 35Q: 3 clusters Score -2479414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2479425.000000 Penalty: 11535.163086
	Iteration 36Q: 3 clusters Score -2479425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2479426.500000 Penalty: 11535.163086
	Iteration 37Q: 3 clusters Score -2479426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2479432.750000 Penalty: 11535.163086
	Iteration 38Q: 3 clusters Score -2479433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2479433.500000 Penalty: 11535.163086
	Iteration 39Q: 3 clusters Score -2479434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2479435.250000 Penalty: 11535.163086
	Iteration 40F: 3 clusters Score -2479435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2479442.500000 Penalty: 11535.163086
	Iteration 41Q: 3 clusters Score -2479442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2479442.750000 Penalty: 11535.163086
	Iteration 42Q: 3 clusters Score -2479443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2479445.750000 Penalty: 11535.163086
	Iteration 43Q: 3 clusters Score -2479446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2479445.500000 Penalty: 11535.163086
	Iteration 44Q: 3 clusters Score -2479446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2479445.500000 Penalty: 11535.163086
	Iteration 45F: 3 clusters Score -2479446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -161450.984375 Penalty: 4117.610840
	Iteration 0F: 2 clusters Score -161451 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 429 members 
Entering Unmasked Estep 
Score: -157548.953125 Penalty: 8235.221680
	Iteration 0F: 3 clusters Score -157549 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -157911.046875 Penalty: 8235.221680
	Iteration 1F: 3 clusters Score -157911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -158230.843750 Penalty: 8235.221680
	Iteration 2Q: 3 clusters Score -158230.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -158381.171875 Penalty: 8235.221680
	Iteration 3Q: 3 clusters Score -158381.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -158450.921875 Penalty: 8235.221680
	Iteration 4Q: 3 clusters Score -158450.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -158542.359375 Penalty: 8235.221680
	Iteration 5Q: 3 clusters Score -158542.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -158590.875000 Penalty: 8235.221680
	Iteration 6Q: 3 clusters Score -158590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -158628.140625 Penalty: 8235.221680
	Iteration 7Q: 3 clusters Score -158628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -158637.328125 Penalty: 8235.221680
	Iteration 8Q: 3 clusters Score -158637.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -158640.343750 Penalty: 8235.221680
	Iteration 9Q: 3 clusters Score -158640.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -158640.343750 Penalty: 8235.221680
	Iteration 10F: 3 clusters Score -158640.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Entering Unmasked Estep 
Score: -18000068.000000 Penalty: 6970.229004
	Iteration 0F: 2 clusters Score -1.800007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -17939926.000000 Penalty: 13940.458008
	Iteration 0F: 3 clusters Score -1.793993e+07 nChanged 39748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -17961350.000000 Penalty: 13940.458008
	Iteration 1F: 3 clusters Score -1.796135e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -17962464.000000 Penalty: 13940.458008
	Iteration 2Q: 3 clusters Score -1.796246e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -17963626.000000 Penalty: 13940.458008
	Iteration 3Q: 3 clusters Score -1.796363e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -17965068.000000 Penalty: 13940.458008
	Iteration 4Q: 3 clusters Score -1.796507e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -17966838.000000 Penalty: 13940.458008
	Iteration 5Q: 3 clusters Score -1.796684e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -17969728.000000 Penalty: 13940.458008
	Iteration 6F: 3 clusters Score -1.796973e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -17973996.000000 Penalty: 13940.458008
	Iteration 7F: 3 clusters Score -1.7974e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -17979714.000000 Penalty: 13940.458008
	Iteration 8F: 3 clusters Score -1.797971e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -17985472.000000 Penalty: 13940.458008
	Iteration 9F: 3 clusters Score -1.798547e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -17990054.000000 Penalty: 13940.458008
	Iteration 10F: 3 clusters Score -1.799005e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -17992614.000000 Penalty: 13940.458008
	Iteration 11Q: 3 clusters Score -1.799261e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -17993646.000000 Penalty: 13940.458008
	Iteration 12Q: 3 clusters Score -1.799365e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -17994218.000000 Penalty: 13940.458008
	Iteration 13Q: 3 clusters Score -1.799422e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -17994472.000000 Penalty: 13940.458008
	Iteration 14Q: 3 clusters Score -1.799447e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -17994612.000000 Penalty: 13940.458008
	Iteration 15Q: 3 clusters Score -1.799461e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -17994670.000000 Penalty: 13940.458008
	Iteration 16Q: 3 clusters Score -1.799467e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -17994734.000000 Penalty: 13940.458008
	Iteration 17Q: 3 clusters Score -1.799473e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 86824 members 
Entering Unmasked Estep 
Score: -17994774.000000 Penalty: 13940.458008
	Iteration 18Q: 3 clusters Score -1.799477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -17994786.000000 Penalty: 13940.458008
	Iteration 19Q: 3 clusters Score -1.799479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -17994796.000000 Penalty: 13940.458008
	Iteration 20F: 3 clusters Score -1.79948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -17994794.000000 Penalty: 13940.458008
	Iteration 21Q: 3 clusters Score -1.799479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -17994816.000000 Penalty: 13940.458008
	Iteration 22Q: 3 clusters Score -1.799482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -17994814.000000 Penalty: 13940.458008
	Iteration 23Q: 3 clusters Score -1.799481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -17994804.000000 Penalty: 13940.458008
	Iteration 24Q: 3 clusters Score -1.79948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -17994804.000000 Penalty: 13940.458008
	Iteration 25F: 3 clusters Score -1.79948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Entering Unmasked Estep 
Score: -7880729.000000 Penalty: 6460.181152
	Iteration 0F: 2 clusters Score -7880729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -7852823.000000 Penalty: 12920.362305
	Iteration 0F: 3 clusters Score -7852823 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -7861440.000000 Penalty: 12920.362305
	Iteration 1F: 3 clusters Score -7861440 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -7862269.500000 Penalty: 12920.362305
	Iteration 2F: 3 clusters Score -7862270 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -7863005.500000 Penalty: 12920.362305
	Iteration 3Q: 3 clusters Score -7863006 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -7863715.000000 Penalty: 12920.362305
	Iteration 4Q: 3 clusters Score -7863715 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -7864460.500000 Penalty: 12920.362305
	Iteration 5Q: 3 clusters Score -7864460 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -7865356.500000 Penalty: 12920.362305
	Iteration 6Q: 3 clusters Score -7865356 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -7866348.000000 Penalty: 12920.362305
	Iteration 7Q: 3 clusters Score -7866348 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -7867391.500000 Penalty: 12920.362305
	Iteration 8Q: 3 clusters Score -7867392 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -7868439.000000 Penalty: 12920.362305
	Iteration 9Q: 3 clusters Score -7868439 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -7869417.000000 Penalty: 12920.362305
	Iteration 10Q: 3 clusters Score -7869417 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -7870324.500000 Penalty: 12920.362305
	Iteration 11Q: 3 clusters Score -7870324 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -7871139.000000 Penalty: 12920.362305
	Iteration 12Q: 3 clusters Score -7871139 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -7871916.500000 Penalty: 12920.362305
	Iteration 13Q: 3 clusters Score -7871916 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -7872545.000000 Penalty: 12920.362305
	Iteration 14Q: 3 clusters Score -7872545 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -7872993.500000 Penalty: 12920.362305
	Iteration 15Q: 3 clusters Score -7872994 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -7873468.000000 Penalty: 12920.362305
	Iteration 16Q: 3 clusters Score -7873468 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -7873777.500000 Penalty: 12920.362305
	Iteration 17Q: 3 clusters Score -7873778 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -7874064.000000 Penalty: 12920.362305
	Iteration 18Q: 3 clusters Score -7874064 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -7874290.500000 Penalty: 12920.362305
	Iteration 19Q: 3 clusters Score -7874290 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7874437.000000 Penalty: 12920.362305
	Iteration 20F: 3 clusters Score -7874437 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7874593.500000 Penalty: 12920.362305
	Iteration 21Q: 3 clusters Score -7874594 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7874743.000000 Penalty: 12920.362305
	Iteration 22Q: 3 clusters Score -7874743 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7874890.500000 Penalty: 12920.362305
	Iteration 23Q: 3 clusters Score -7874890 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7874984.000000 Penalty: 12920.362305
	Iteration 24Q: 3 clusters Score -7874984 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7875048.500000 Penalty: 12920.362305
	Iteration 25Q: 3 clusters Score -7875048 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7875107.000000 Penalty: 12920.362305
	Iteration 26Q: 3 clusters Score -7875107 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7875166.500000 Penalty: 12920.362305
	Iteration 27Q: 3 clusters Score -7875166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7875227.000000 Penalty: 12920.362305
	Iteration 28Q: 3 clusters Score -7875227 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7875266.000000 Penalty: 12920.362305
	Iteration 29Q: 3 clusters Score -7875266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7875282.000000 Penalty: 12920.362305
	Iteration 30Q: 3 clusters Score -7875282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7875306.000000 Penalty: 12920.362305
	Iteration 31Q: 3 clusters Score -7875306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7875331.000000 Penalty: 12920.362305
	Iteration 32Q: 3 clusters Score -7875331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7875336.500000 Penalty: 12920.362305
	Iteration 33Q: 3 clusters Score -7875336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7875364.000000 Penalty: 12920.362305
	Iteration 34Q: 3 clusters Score -7875364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7875359.500000 Penalty: 12920.362305
	Iteration 35Q: 3 clusters Score -7875360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7875366.000000 Penalty: 12920.362305
	Iteration 36Q: 3 clusters Score -7875366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7875366.500000 Penalty: 12920.362305
	Iteration 37Q: 3 clusters Score -7875366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7875377.000000 Penalty: 12920.362305
	Iteration 38Q: 3 clusters Score -7875377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7875375.000000 Penalty: 12920.362305
	Iteration 39Q: 3 clusters Score -7875375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7875374.000000 Penalty: 12920.362305
	Iteration 40F: 3 clusters Score -7875374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7875368.000000 Penalty: 12920.362305
	Iteration 41Q: 3 clusters Score -7875368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7875365.500000 Penalty: 12920.362305
	Iteration 42Q: 3 clusters Score -7875366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7875365.500000 Penalty: 12920.362305
	Iteration 43F: 3 clusters Score -7875366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Entering Unmasked Estep 
Score: -4924380.000000 Penalty: 6174.256836
	Iteration 0F: 2 clusters Score -4924380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -4905441.000000 Penalty: 12348.513672
	Iteration 0F: 3 clusters Score -4905441 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4910759.500000 Penalty: 12348.513672
	Iteration 1F: 3 clusters Score -4910760 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4911417.000000 Penalty: 12348.513672
	Iteration 2F: 3 clusters Score -4911417 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -4911838.000000 Penalty: 12348.513672
	Iteration 3Q: 3 clusters Score -4911838 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -4912166.500000 Penalty: 12348.513672
	Iteration 4Q: 3 clusters Score -4912166 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4912435.000000 Penalty: 12348.513672
	Iteration 5Q: 3 clusters Score -4912435 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4912671.000000 Penalty: 12348.513672
	Iteration 6Q: 3 clusters Score -4912671 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -4912872.000000 Penalty: 12348.513672
	Iteration 7Q: 3 clusters Score -4912872 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -4913068.000000 Penalty: 12348.513672
	Iteration 8Q: 3 clusters Score -4913068 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -4913270.000000 Penalty: 12348.513672
	Iteration 9Q: 3 clusters Score -4913270 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -4913461.500000 Penalty: 12348.513672
	Iteration 10Q: 3 clusters Score -4913462 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4913722.500000 Penalty: 12348.513672
	Iteration 11Q: 3 clusters Score -4913722 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -4913992.000000 Penalty: 12348.513672
	Iteration 12Q: 3 clusters Score -4913992 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -4914303.500000 Penalty: 12348.513672
	Iteration 13Q: 3 clusters Score -4914304 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4914626.500000 Penalty: 12348.513672
	Iteration 14Q: 3 clusters Score -4914626 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4915007.000000 Penalty: 12348.513672
	Iteration 15Q: 3 clusters Score -4915007 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -4915426.000000 Penalty: 12348.513672
	Iteration 16Q: 3 clusters Score -4915426 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -4915870.500000 Penalty: 12348.513672
	Iteration 17Q: 3 clusters Score -4915870 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4916322.000000 Penalty: 12348.513672
	Iteration 18Q: 3 clusters Score -4916322 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4916802.500000 Penalty: 12348.513672
	Iteration 19Q: 3 clusters Score -4916802 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4917195.000000 Penalty: 12348.513672
	Iteration 20F: 3 clusters Score -4917195 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4917585.500000 Penalty: 12348.513672
	Iteration 21Q: 3 clusters Score -4917586 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4917872.000000 Penalty: 12348.513672
	Iteration 22Q: 3 clusters Score -4917872 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4918110.000000 Penalty: 12348.513672
	Iteration 23Q: 3 clusters Score -4918110 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4918323.500000 Penalty: 12348.513672
	Iteration 24Q: 3 clusters Score -4918324 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4918448.000000 Penalty: 12348.513672
	Iteration 25Q: 3 clusters Score -4918448 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4918567.000000 Penalty: 12348.513672
	Iteration 26Q: 3 clusters Score -4918567 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4918640.000000 Penalty: 12348.513672
	Iteration 27Q: 3 clusters Score -4918640 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4918734.500000 Penalty: 12348.513672
	Iteration 28Q: 3 clusters Score -4918734 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4918805.500000 Penalty: 12348.513672
	Iteration 29Q: 3 clusters Score -4918806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4918850.000000 Penalty: 12348.513672
	Iteration 30Q: 3 clusters Score -4918850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4918886.500000 Penalty: 12348.513672
	Iteration 31Q: 3 clusters Score -4918886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4918935.000000 Penalty: 12348.513672
	Iteration 32Q: 3 clusters Score -4918935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4918967.500000 Penalty: 12348.513672
	Iteration 33Q: 3 clusters Score -4918968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4919008.500000 Penalty: 12348.513672
	Iteration 34Q: 3 clusters Score -4919008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4919035.500000 Penalty: 12348.513672
	Iteration 35Q: 3 clusters Score -4919036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4919076.500000 Penalty: 12348.513672
	Iteration 36Q: 3 clusters Score -4919076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4919099.500000 Penalty: 12348.513672
	Iteration 37Q: 3 clusters Score -4919100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4919116.500000 Penalty: 12348.513672
	Iteration 38Q: 3 clusters Score -4919116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4919129.000000 Penalty: 12348.513672
	Iteration 39Q: 3 clusters Score -4919129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4919141.500000 Penalty: 12348.513672
	Iteration 40F: 3 clusters Score -4919142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4919145.000000 Penalty: 12348.513672
	Iteration 41Q: 3 clusters Score -4919145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4919172.000000 Penalty: 12348.513672
	Iteration 42Q: 3 clusters Score -4919172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4919186.000000 Penalty: 12348.513672
	Iteration 43Q: 3 clusters Score -4919186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4919191.000000 Penalty: 12348.513672
	Iteration 44Q: 3 clusters Score -4919191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4919209.000000 Penalty: 12348.513672
	Iteration 45Q: 3 clusters Score -4919209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4919207.000000 Penalty: 12348.513672
	Iteration 46Q: 3 clusters Score -4919207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4919214.500000 Penalty: 12348.513672
	Iteration 47Q: 3 clusters Score -4919214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4919216.000000 Penalty: 12348.513672
	Iteration 48Q: 3 clusters Score -4919216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4919228.000000 Penalty: 12348.513672
	Iteration 49Q: 3 clusters Score -4919228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4919226.000000 Penalty: 12348.513672
	Iteration 50Q: 3 clusters Score -4919226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4919228.500000 Penalty: 12348.513672
	Iteration 51Q: 3 clusters Score -4919228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4919227.500000 Penalty: 12348.513672
	Iteration 52Q: 3 clusters Score -4919228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4919231.500000 Penalty: 12348.513672
	Iteration 53Q: 3 clusters Score -4919232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4919232.500000 Penalty: 12348.513672
	Iteration 54Q: 3 clusters Score -4919232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4919235.500000 Penalty: 12348.513672
	Iteration 55Q: 3 clusters Score -4919236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4919233.500000 Penalty: 12348.513672
	Iteration 56Q: 3 clusters Score -4919234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4919234.500000 Penalty: 12348.513672
	Iteration 57Q: 3 clusters Score -4919234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4919230.000000 Penalty: 12348.513672
	Iteration 58Q: 3 clusters Score -4919230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4919232.500000 Penalty: 12348.513672
	Iteration 59Q: 3 clusters Score -4919232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4919234.500000 Penalty: 12348.513672
	Iteration 60F: 3 clusters Score -4919234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4919238.500000 Penalty: 12348.513672
	Iteration 61Q: 3 clusters Score -4919238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4919238.500000 Penalty: 12348.513672
	Iteration 62F: 3 clusters Score -4919238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75207 members 
Mstep: Class 5 contains 42300 members 
Mstep: Class 6 contains 21886 members 
Mstep: Class 7 contains 23567 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22216 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11383 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 31616 members 
Mstep: Class 17 contains 25710 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 87550 members 
Mstep: Class 21 contains 38072 members 
Mstep: Class 22 contains 23871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89419168.000000 Penalty: 191086.562500
Iteration 79Q: 25 clusters Score -8.941917e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75216 members 
Mstep: Class 5 contains 42308 members 
Mstep: Class 6 contains 21882 members 
Mstep: Class 7 contains 23566 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22217 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6242 members 
Mstep: Class 14 contains 11360 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 31633 members 
Mstep: Class 17 contains 25694 members 
Mstep: Class 18 contains 12288 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87548 members 
Mstep: Class 21 contains 38088 members 
Mstep: Class 22 contains 23866 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89419704.000000 Penalty: 191086.562500
Iteration 80F: 25 clusters Score -8.94197e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75221 members 
Mstep: Class 5 contains 42310 members 
Mstep: Class 6 contains 21881 members 
Mstep: Class 7 contains 23569 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22217 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 12933 members 
Mstep: Class 16 contains 31646 members 
Mstep: Class 17 contains 25679 members 
Mstep: Class 18 contains 12278 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87547 members 
Mstep: Class 21 contains 38107 members 
Mstep: Class 22 contains 23858 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89419840.000000 Penalty: 191086.562500
Iteration 81Q: 25 clusters Score -8.941984e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75229 members 
Mstep: Class 5 contains 42312 members 
Mstep: Class 6 contains 21882 members 
Mstep: Class 7 contains 23572 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22219 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11320 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 31655 members 
Mstep: Class 17 contains 25668 members 
Mstep: Class 18 contains 12277 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87543 members 
Mstep: Class 21 contains 38114 members 
Mstep: Class 22 contains 23858 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420040.000000 Penalty: 191086.562500
Iteration 82Q: 25 clusters Score -8.942004e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75241 members 
Mstep: Class 5 contains 42314 members 
Mstep: Class 6 contains 21876 members 
Mstep: Class 7 contains 23576 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22220 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11302 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 31670 members 
Mstep: Class 17 contains 25658 members 
Mstep: Class 18 contains 12277 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87539 members 
Mstep: Class 21 contains 38121 members 
Mstep: Class 22 contains 23856 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420048.000000 Penalty: 191086.562500
Iteration 83Q: 25 clusters Score -8.942005e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75244 members 
Mstep: Class 5 contains 42317 members 
Mstep: Class 6 contains 21875 members 
Mstep: Class 7 contains 23580 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22222 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31679 members 
Mstep: Class 17 contains 25647 members 
Mstep: Class 18 contains 12278 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87533 members 
Mstep: Class 21 contains 38134 members 
Mstep: Class 22 contains 23854 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420320.000000 Penalty: 191086.562500
Iteration 84Q: 25 clusters Score -8.942032e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75252 members 
Mstep: Class 5 contains 42315 members 
Mstep: Class 6 contains 21872 members 
Mstep: Class 7 contains 23580 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22225 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 11273 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 31687 members 
Mstep: Class 17 contains 25640 members 
Mstep: Class 18 contains 12281 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87530 members 
Mstep: Class 21 contains 38145 members 
Mstep: Class 22 contains 23849 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420624.000000 Penalty: 191086.562500
Iteration 85Q: 25 clusters Score -8.942062e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75254 members 
Mstep: Class 5 contains 42318 members 
Mstep: Class 6 contains 21874 members 
Mstep: Class 7 contains 23579 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22225 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 11258 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 31695 members 
Mstep: Class 17 contains 25632 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87526 members 
Mstep: Class 21 contains 38156 members 
Mstep: Class 22 contains 23846 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420512.000000 Penalty: 191086.562500
Iteration 86Q: 25 clusters Score -8.942051e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75259 members 
Mstep: Class 5 contains 42319 members 
Mstep: Class 6 contains 21873 members 
Mstep: Class 7 contains 23583 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 11242 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31698 members 
Mstep: Class 17 contains 25629 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87525 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 23846 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420584.000000 Penalty: 191086.562500
Iteration 87Q: 25 clusters Score -8.942058e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75258 members 
Mstep: Class 5 contains 42321 members 
Mstep: Class 6 contains 21874 members 
Mstep: Class 7 contains 23586 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22225 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 11225 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 31709 members 
Mstep: Class 17 contains 25621 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87527 members 
Mstep: Class 21 contains 38176 members 
Mstep: Class 22 contains 23844 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420560.000000 Penalty: 191086.562500
Iteration 88Q: 25 clusters Score -8.942056e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75265 members 
Mstep: Class 5 contains 42319 members 
Mstep: Class 6 contains 21871 members 
Mstep: Class 7 contains 23589 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 11207 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 31717 members 
Mstep: Class 17 contains 25616 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87525 members 
Mstep: Class 21 contains 38185 members 
Mstep: Class 22 contains 23845 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420616.000000 Penalty: 191086.562500
Iteration 89Q: 25 clusters Score -8.942062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75268 members 
Mstep: Class 5 contains 42323 members 
Mstep: Class 6 contains 21870 members 
Mstep: Class 7 contains 23591 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 11196 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31719 members 
Mstep: Class 17 contains 25611 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87523 members 
Mstep: Class 21 contains 38191 members 
Mstep: Class 22 contains 23846 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420600.000000 Penalty: 191086.562500
Iteration 90Q: 25 clusters Score -8.94206e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75268 members 
Mstep: Class 5 contains 42328 members 
Mstep: Class 6 contains 21870 members 
Mstep: Class 7 contains 23593 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22226 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6242 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 31726 members 
Mstep: Class 17 contains 25601 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87523 members 
Mstep: Class 21 contains 38198 members 
Mstep: Class 22 contains 23842 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420568.000000 Penalty: 191086.562500
Iteration 91Q: 25 clusters Score -8.942057e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42329 members 
Mstep: Class 6 contains 21866 members 
Mstep: Class 7 contains 23596 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22227 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 31731 members 
Mstep: Class 17 contains 25597 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87522 members 
Mstep: Class 21 contains 38199 members 
Mstep: Class 22 contains 23840 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420504.000000 Penalty: 191086.562500
Iteration 92Q: 25 clusters Score -8.94205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42330 members 
Mstep: Class 6 contains 21866 members 
Mstep: Class 7 contains 23595 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22229 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11175 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 31737 members 
Mstep: Class 17 contains 25597 members 
Mstep: Class 18 contains 12284 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87519 members 
Mstep: Class 21 contains 38199 members 
Mstep: Class 22 contains 23840 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420552.000000 Penalty: 191086.562500
Iteration 93Q: 25 clusters Score -8.942055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42331 members 
Mstep: Class 6 contains 21865 members 
Mstep: Class 7 contains 23595 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22232 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11171 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 31741 members 
Mstep: Class 17 contains 25596 members 
Mstep: Class 18 contains 12284 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87517 members 
Mstep: Class 21 contains 38199 members 
Mstep: Class 22 contains 23840 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420552.000000 Penalty: 191086.562500
Iteration 94Q: 25 clusters Score -8.942055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75278 members 
Mstep: Class 5 contains 42332 members 
Mstep: Class 6 contains 21864 members 
Mstep: Class 7 contains 23591 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22233 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11167 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 31746 members 
Mstep: Class 17 contains 25593 members 
Mstep: Class 18 contains 12284 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87517 members 
Mstep: Class 21 contains 38200 members 
Mstep: Class 22 contains 23839 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420584.000000 Penalty: 191086.562500
Iteration 95Q: 25 clusters Score -8.942058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75280 members 
Mstep: Class 5 contains 42333 members 
Mstep: Class 6 contains 21863 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22234 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11168 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 31745 members 
Mstep: Class 17 contains 25592 members 
Mstep: Class 18 contains 12284 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87515 members 
Mstep: Class 21 contains 38201 members 
Mstep: Class 22 contains 23837 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420552.000000 Penalty: 191086.562500
Iteration 96Q: 25 clusters Score -8.942055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75280 members 
Mstep: Class 5 contains 42335 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22235 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11166 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31748 members 
Mstep: Class 17 contains 25591 members 
Mstep: Class 18 contains 12284 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87514 members 
Mstep: Class 21 contains 38202 members 
Mstep: Class 22 contains 23837 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420560.000000 Penalty: 191086.562500
Iteration 97Q: 25 clusters Score -8.942056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75279 members 
Mstep: Class 5 contains 42335 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22236 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11161 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31755 members 
Mstep: Class 17 contains 25589 members 
Mstep: Class 18 contains 12284 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87514 members 
Mstep: Class 21 contains 38202 members 
Mstep: Class 22 contains 23837 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420576.000000 Penalty: 191086.562500
Iteration 98Q: 25 clusters Score -8.942058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75277 members 
Mstep: Class 5 contains 42335 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22236 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11161 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 31761 members 
Mstep: Class 17 contains 25587 members 
Mstep: Class 18 contains 12284 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87514 members 
Mstep: Class 21 contains 38202 members 
Mstep: Class 22 contains 23836 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420608.000000 Penalty: 191086.562500
Iteration 99Q: 25 clusters Score -8.942061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75275 members 
Mstep: Class 5 contains 42334 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22236 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11161 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31763 members 
Mstep: Class 17 contains 25586 members 
Mstep: Class 18 contains 12284 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87514 members 
Mstep: Class 21 contains 38202 members 
Mstep: Class 22 contains 23837 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420704.000000 Penalty: 191086.562500
Iteration 100F: 25 clusters Score -8.94207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42334 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22236 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11159 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31768 members 
Mstep: Class 17 contains 25584 members 
Mstep: Class 18 contains 12282 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87514 members 
Mstep: Class 21 contains 38203 members 
Mstep: Class 22 contains 23837 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420688.000000 Penalty: 191086.562500
Iteration 101Q: 25 clusters Score -8.942069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75275 members 
Mstep: Class 5 contains 42335 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22236 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31768 members 
Mstep: Class 17 contains 25583 members 
Mstep: Class 18 contains 12281 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87515 members 
Mstep: Class 21 contains 38203 members 
Mstep: Class 22 contains 23838 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420720.000000 Penalty: 191086.562500
Iteration 102Q: 25 clusters Score -8.942072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75277 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 23592 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22238 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11153 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 31770 members 
Mstep: Class 17 contains 25583 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87506 members 
Mstep: Class 21 contains 38202 members 
Mstep: Class 22 contains 23837 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420736.000000 Penalty: 191086.562500
Iteration 103Q: 25 clusters Score -8.942074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75277 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 23593 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22241 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 31773 members 
Mstep: Class 17 contains 25583 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87499 members 
Mstep: Class 21 contains 38202 members 
Mstep: Class 22 contains 23837 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420680.000000 Penalty: 191086.562500
Iteration 104Q: 25 clusters Score -8.942068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75279 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 23593 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22243 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11141 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 31780 members 
Mstep: Class 17 contains 25582 members 
Mstep: Class 18 contains 12294 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87497 members 
Mstep: Class 21 contains 38202 members 
Mstep: Class 22 contains 23836 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420672.000000 Penalty: 191086.562500
Iteration 105Q: 25 clusters Score -8.942067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75282 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21861 members 
Mstep: Class 7 contains 23593 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22246 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11131 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 31786 members 
Mstep: Class 17 contains 25581 members 
Mstep: Class 18 contains 12295 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87495 members 
Mstep: Class 21 contains 38202 members 
Mstep: Class 22 contains 23836 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420656.000000 Penalty: 191086.562500
Iteration 106Q: 25 clusters Score -8.942066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75281 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21862 members 
Mstep: Class 7 contains 23596 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22247 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11122 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 31791 members 
Mstep: Class 17 contains 25580 members 
Mstep: Class 18 contains 12298 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87492 members 
Mstep: Class 21 contains 38203 members 
Mstep: Class 22 contains 23836 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420744.000000 Penalty: 191086.562500
Iteration 107Q: 25 clusters Score -8.942074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75278 members 
Mstep: Class 5 contains 42337 members 
Mstep: Class 6 contains 21863 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22252 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11116 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 31796 members 
Mstep: Class 17 contains 25577 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87486 members 
Mstep: Class 21 contains 38205 members 
Mstep: Class 22 contains 23836 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420712.000000 Penalty: 191086.562500
Iteration 108Q: 25 clusters Score -8.942071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75277 members 
Mstep: Class 5 contains 42337 members 
Mstep: Class 6 contains 21864 members 
Mstep: Class 7 contains 23600 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22253 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11115 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 31797 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87485 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23835 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420704.000000 Penalty: 191086.562500
Iteration 109Q: 25 clusters Score -8.94207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75277 members 
Mstep: Class 5 contains 42337 members 
Mstep: Class 6 contains 21865 members 
Mstep: Class 7 contains 23600 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22255 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11114 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31799 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87482 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23833 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420640.000000 Penalty: 191086.562500
Iteration 110Q: 25 clusters Score -8.942064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75276 members 
Mstep: Class 5 contains 42337 members 
Mstep: Class 6 contains 21865 members 
Mstep: Class 7 contains 23598 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22257 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11114 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 31799 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87481 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420600.000000 Penalty: 191086.562500
Iteration 111Q: 25 clusters Score -8.94206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75275 members 
Mstep: Class 5 contains 42338 members 
Mstep: Class 6 contains 21865 members 
Mstep: Class 7 contains 23598 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22258 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31801 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87479 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420592.000000 Penalty: 191086.562500
Iteration 112Q: 25 clusters Score -8.942059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75277 members 
Mstep: Class 5 contains 42338 members 
Mstep: Class 6 contains 21865 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22259 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31803 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87478 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420592.000000 Penalty: 191086.562500
Iteration 113Q: 25 clusters Score -8.942059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75275 members 
Mstep: Class 5 contains 42338 members 
Mstep: Class 6 contains 21866 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22260 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11105 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31804 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87478 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420616.000000 Penalty: 191086.562500
Iteration 114Q: 25 clusters Score -8.942062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75274 members 
Mstep: Class 5 contains 42338 members 
Mstep: Class 6 contains 21866 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11104 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 31807 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420656.000000 Penalty: 191086.562500
Iteration 115Q: 25 clusters Score -8.942066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75275 members 
Mstep: Class 5 contains 42338 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11101 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 31808 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420680.000000 Penalty: 191086.562500
Iteration 116Q: 25 clusters Score -8.942068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75277 members 
Mstep: Class 5 contains 42338 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 31811 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420688.000000 Penalty: 191086.562500
Iteration 117Q: 25 clusters Score -8.942069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75277 members 
Mstep: Class 5 contains 42338 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 31814 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420680.000000 Penalty: 191086.562500
Iteration 118Q: 25 clusters Score -8.942068e+07 nChanged 5
Entering ConstructFrom: 
Score: -89420680.000000 Penalty: 191086.562500
Entering ConstructFrom: 
Trying to split cluster 1 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -265229.218750 Penalty: 4486.250000
	Iteration 0F: 2 clusters Score -265229.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -260856.031250 Penalty: 8972.500000
	Iteration 0F: 3 clusters Score -260856 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -262314.406250 Penalty: 8972.500000
	Iteration 1F: 3 clusters Score -262314.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -264045.687500 Penalty: 8972.500000
	Iteration 2F: 3 clusters Score -264045.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -264878.937500 Penalty: 8972.500000
	Iteration 3F: 3 clusters Score -264878.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -265775.593750 Penalty: 8972.500000
	Iteration 4Q: 3 clusters Score -265775.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -265982.437500 Penalty: 8972.500000
	Iteration 5Q: 3 clusters Score -265982.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -266087.906250 Penalty: 8972.500000
	Iteration 6Q: 3 clusters Score -266087.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -266132.593750 Penalty: 8972.500000
	Iteration 7Q: 3 clusters Score -266132.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -266175.343750 Penalty: 8972.500000
	Iteration 8Q: 3 clusters Score -266175.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -266203.343750 Penalty: 8972.500000
	Iteration 9Q: 3 clusters Score -266203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -266225.812500 Penalty: 8972.500000
	Iteration 10Q: 3 clusters Score -266225.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -266275.406250 Penalty: 8972.500000
	Iteration 11Q: 3 clusters Score -266275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -266304.062500 Penalty: 8972.500000
	Iteration 12Q: 3 clusters Score -266304.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -266338.031250 Penalty: 8972.500000
	Iteration 13Q: 3 clusters Score -266338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -266365.843750 Penalty: 8972.500000
	Iteration 14Q: 3 clusters Score -266365.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -266408.812500 Penalty: 8972.500000
	Iteration 15Q: 3 clusters Score -266408.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -266463.875000 Penalty: 8972.500000
	Iteration 16Q: 3 clusters Score -266463.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -266566.187500 Penalty: 8972.500000
	Iteration 17Q: 3 clusters Score -266566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -266626.406250 Penalty: 8972.500000
	Iteration 18Q: 3 clusters Score -266626.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -266797.156250 Penalty: 8972.500000
	Iteration 19Q: 3 clusters Score -266797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267186.781250 Penalty: 8972.500000
	Iteration 20F: 3 clusters Score -267186.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -267400.843750 Penalty: 8972.500000
	Iteration 21Q: 3 clusters Score -267400.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -267622.125000 Penalty: 8972.500000
	Iteration 22Q: 3 clusters Score -267622.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -267730.062500 Penalty: 8972.500000
	Iteration 23Q: 3 clusters Score -267730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -267797.750000 Penalty: 8972.500000
	Iteration 24Q: 3 clusters Score -267797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -267832.187500 Penalty: 8972.500000
	Iteration 25Q: 3 clusters Score -267832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -267832.187500 Penalty: 8972.500000
	Iteration 26F: 3 clusters Score -267832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75275 members 
Mstep: Class 5 contains 42339 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 31816 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Mstep: Class 25 contains 890 members 
Entering Unmasked Estep 
Score: -89419768.000000 Penalty: 199048.500000
Splitting cluster 1 changes total score from -89420680.000000 to -89419768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -67564.601562 Penalty: 3668.238770
	Iteration 0F: 2 clusters Score -67564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -64452.363281 Penalty: 7336.477539
	Iteration 0F: 3 clusters Score -64452.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64750.218750 Penalty: 7336.477539
	Iteration 1F: 3 clusters Score -64750.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64978.320312 Penalty: 7336.477539
	Iteration 2Q: 3 clusters Score -64978.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65002.062500 Penalty: 7336.477539
	Iteration 3Q: 3 clusters Score -65002.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65002.062500 Penalty: 7336.477539
	Iteration 4F: 3 clusters Score -65002.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -92137.492188 Penalty: 3814.962891
	Iteration 0F: 2 clusters Score -92137.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -88709.640625 Penalty: 7629.925781
	Iteration 0F: 3 clusters Score -88709.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -88858.765625 Penalty: 7629.925781
	Iteration 1F: 3 clusters Score -88858.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -88896.453125 Penalty: 7629.925781
	Iteration 2Q: 3 clusters Score -88896.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -88902.484375 Penalty: 7629.925781
	Iteration 3Q: 3 clusters Score -88902.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -88906.414062 Penalty: 7629.925781
	Iteration 4Q: 3 clusters Score -88906.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -88906.414062 Penalty: 7629.925781
	Iteration 5F: 3 clusters Score -88906.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (75275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Entering Unmasked Estep 
Score: -15591972.000000 Penalty: 6877.703613
	Iteration 0F: 2 clusters Score -1.559197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -15539535.000000 Penalty: 13755.407227
	Iteration 0F: 3 clusters Score -1.553954e+07 nChanged 34123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -15558360.000000 Penalty: 13755.407227
	Iteration 1F: 3 clusters Score -1.555836e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -15559290.000000 Penalty: 13755.407227
	Iteration 2Q: 3 clusters Score -1.555929e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -15560295.000000 Penalty: 13755.407227
	Iteration 3Q: 3 clusters Score -1.55603e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -15561308.000000 Penalty: 13755.407227
	Iteration 4Q: 3 clusters Score -1.556131e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -15562572.000000 Penalty: 13755.407227
	Iteration 5Q: 3 clusters Score -1.556257e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -15564251.000000 Penalty: 13755.407227
	Iteration 6Q: 3 clusters Score -1.556425e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -15566459.000000 Penalty: 13755.407227
	Iteration 7F: 3 clusters Score -1.556646e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -15569345.000000 Penalty: 13755.407227
	Iteration 8F: 3 clusters Score -1.556934e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -15572927.000000 Penalty: 13755.407227
	Iteration 9F: 3 clusters Score -1.557293e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -15576655.000000 Penalty: 13755.407227
	Iteration 10F: 3 clusters Score -1.557666e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -15579880.000000 Penalty: 13755.407227
	Iteration 11F: 3 clusters Score -1.557988e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -15582149.000000 Penalty: 13755.407227
	Iteration 12Q: 3 clusters Score -1.558215e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -15583595.000000 Penalty: 13755.407227
	Iteration 13Q: 3 clusters Score -1.55836e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -15584592.000000 Penalty: 13755.407227
	Iteration 14Q: 3 clusters Score -1.558459e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -15585215.000000 Penalty: 13755.407227
	Iteration 15Q: 3 clusters Score -1.558522e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -15585573.000000 Penalty: 13755.407227
	Iteration 16Q: 3 clusters Score -1.558557e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -15585788.000000 Penalty: 13755.407227
	Iteration 17Q: 3 clusters Score -1.558579e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -15585850.000000 Penalty: 13755.407227
	Iteration 18Q: 3 clusters Score -1.558585e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -15585908.000000 Penalty: 13755.407227
	Iteration 19Q: 3 clusters Score -1.558591e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -15585968.000000 Penalty: 13755.407227
	Iteration 20F: 3 clusters Score -1.558597e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -15585981.000000 Penalty: 13755.407227
	Iteration 21Q: 3 clusters Score -1.558598e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -15586029.000000 Penalty: 13755.407227
	Iteration 22Q: 3 clusters Score -1.558603e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -15586066.000000 Penalty: 13755.407227
	Iteration 23Q: 3 clusters Score -1.558607e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -15586096.000000 Penalty: 13755.407227
	Iteration 24Q: 3 clusters Score -1.55861e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -15586110.000000 Penalty: 13755.407227
	Iteration 25Q: 3 clusters Score -1.558611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -15586114.000000 Penalty: 13755.407227
	Iteration 26Q: 3 clusters Score -1.558611e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -15586128.000000 Penalty: 13755.407227
	Iteration 27Q: 3 clusters Score -1.558613e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -15586153.000000 Penalty: 13755.407227
	Iteration 28Q: 3 clusters Score -1.558615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -15586179.000000 Penalty: 13755.407227
	Iteration 29Q: 3 clusters Score -1.558618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -15586173.000000 Penalty: 13755.407227
	Iteration 30Q: 3 clusters Score -1.558617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -15586157.000000 Penalty: 13755.407227
	Iteration 31Q: 3 clusters Score -1.558616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -15586170.000000 Penalty: 13755.407227
	Iteration 32Q: 3 clusters Score -1.558617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -15586157.000000 Penalty: 13755.407227
	Iteration 33Q: 3 clusters Score -1.558616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -15586166.000000 Penalty: 13755.407227
	Iteration 34Q: 3 clusters Score -1.558617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -15586165.000000 Penalty: 13755.407227
	Iteration 35Q: 3 clusters Score -1.558616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -15586171.000000 Penalty: 13755.407227
	Iteration 36Q: 3 clusters Score -1.558617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -15586175.000000 Penalty: 13755.407227
	Iteration 37Q: 3 clusters Score -1.558618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -15586183.000000 Penalty: 13755.407227
	Iteration 38Q: 3 clusters Score -1.558618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -15586176.000000 Penalty: 13755.407227
	Iteration 39Q: 3 clusters Score -1.558618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -15586180.000000 Penalty: 13755.407227
	Iteration 40F: 3 clusters Score -1.558618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15586162.000000 Penalty: 13755.407227
	Iteration 41Q: 3 clusters Score -1.558616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -15586157.000000 Penalty: 13755.407227
	Iteration 42Q: 3 clusters Score -1.558616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -15586164.000000 Penalty: 13755.407227
	Iteration 43Q: 3 clusters Score -1.558616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -15586168.000000 Penalty: 13755.407227
	Iteration 44Q: 3 clusters Score -1.558617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -15586166.000000 Penalty: 13755.407227
	Iteration 45Q: 3 clusters Score -1.558617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -15586178.000000 Penalty: 13755.407227
	Iteration 46Q: 3 clusters Score -1.558618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -15586178.000000 Penalty: 13755.407227
	Iteration 47Q: 3 clusters Score -1.558618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -15586175.000000 Penalty: 13755.407227
	Iteration 48Q: 3 clusters Score -1.558618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -15586171.000000 Penalty: 13755.407227
	Iteration 49Q: 3 clusters Score -1.558617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -15586167.000000 Penalty: 13755.407227
	Iteration 50Q: 3 clusters Score -1.558617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -15586163.000000 Penalty: 13755.407227
	Iteration 51Q: 3 clusters Score -1.558616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -15586178.000000 Penalty: 13755.407227
	Iteration 52Q: 3 clusters Score -1.558618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -15586185.000000 Penalty: 13755.407227
	Iteration 53Q: 3 clusters Score -1.558618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -15586195.000000 Penalty: 13755.407227
	Iteration 54Q: 3 clusters Score -1.55862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -15586195.000000 Penalty: 13755.407227
	Iteration 55F: 3 clusters Score -1.55862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Entering Unmasked Estep 
Score: -8786399.000000 Penalty: 6525.247070
	Iteration 0F: 2 clusters Score -8786399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -8755523.000000 Penalty: 13050.494141
	Iteration 0F: 3 clusters Score -8755523 nChanged 18464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -8765439.000000 Penalty: 13050.494141
	Iteration 1F: 3 clusters Score -8765439 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -8766464.000000 Penalty: 13050.494141
	Iteration 2F: 3 clusters Score -8766464 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -8767293.000000 Penalty: 13050.494141
	Iteration 3F: 3 clusters Score -8767293 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -8768156.000000 Penalty: 13050.494141
	Iteration 4Q: 3 clusters Score -8768156 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -8768975.000000 Penalty: 13050.494141
	Iteration 5Q: 3 clusters Score -8768975 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -8769872.000000 Penalty: 13050.494141
	Iteration 6Q: 3 clusters Score -8769872 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -8771090.000000 Penalty: 13050.494141
	Iteration 7Q: 3 clusters Score -8771090 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -8772346.000000 Penalty: 13050.494141
	Iteration 8F: 3 clusters Score -8772346 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -8773625.000000 Penalty: 13050.494141
	Iteration 9F: 3 clusters Score -8773625 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -8774752.000000 Penalty: 13050.494141
	Iteration 10Q: 3 clusters Score -8774752 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -8775773.000000 Penalty: 13050.494141
	Iteration 11Q: 3 clusters Score -8775773 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -8776623.000000 Penalty: 13050.494141
	Iteration 12Q: 3 clusters Score -8776623 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -8777466.000000 Penalty: 13050.494141
	Iteration 13Q: 3 clusters Score -8777466 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -8778181.000000 Penalty: 13050.494141
	Iteration 14Q: 3 clusters Score -8778181 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8778708.000000 Penalty: 13050.494141
	Iteration 15Q: 3 clusters Score -8778708 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -8779125.000000 Penalty: 13050.494141
	Iteration 16Q: 3 clusters Score -8779125 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8779427.000000 Penalty: 13050.494141
	Iteration 17Q: 3 clusters Score -8779427 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8779661.000000 Penalty: 13050.494141
	Iteration 18Q: 3 clusters Score -8779661 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8779896.000000 Penalty: 13050.494141
	Iteration 19Q: 3 clusters Score -8779896 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8780064.000000 Penalty: 13050.494141
	Iteration 20F: 3 clusters Score -8780064 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8780203.000000 Penalty: 13050.494141
	Iteration 21Q: 3 clusters Score -8780203 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8780295.000000 Penalty: 13050.494141
	Iteration 22Q: 3 clusters Score -8780295 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8780375.000000 Penalty: 13050.494141
	Iteration 23Q: 3 clusters Score -8780375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8780435.000000 Penalty: 13050.494141
	Iteration 24Q: 3 clusters Score -8780435 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8780488.000000 Penalty: 13050.494141
	Iteration 25Q: 3 clusters Score -8780488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8780536.000000 Penalty: 13050.494141
	Iteration 26Q: 3 clusters Score -8780536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8780567.000000 Penalty: 13050.494141
	Iteration 27Q: 3 clusters Score -8780567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8780599.000000 Penalty: 13050.494141
	Iteration 28Q: 3 clusters Score -8780599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8780620.000000 Penalty: 13050.494141
	Iteration 29Q: 3 clusters Score -8780620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8780614.000000 Penalty: 13050.494141
	Iteration 30Q: 3 clusters Score -8780614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8780620.000000 Penalty: 13050.494141
	Iteration 31Q: 3 clusters Score -8780620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8780629.000000 Penalty: 13050.494141
	Iteration 32Q: 3 clusters Score -8780629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8780640.000000 Penalty: 13050.494141
	Iteration 33Q: 3 clusters Score -8780640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8780638.000000 Penalty: 13050.494141
	Iteration 34Q: 3 clusters Score -8780638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8780640.000000 Penalty: 13050.494141
	Iteration 35Q: 3 clusters Score -8780640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8780643.000000 Penalty: 13050.494141
	Iteration 36Q: 3 clusters Score -8780643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8780643.000000 Penalty: 13050.494141
	Iteration 37Q: 3 clusters Score -8780643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8780640.000000 Penalty: 13050.494141
	Iteration 38Q: 3 clusters Score -8780640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8780646.000000 Penalty: 13050.494141
	Iteration 39Q: 3 clusters Score -8780646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8780649.000000 Penalty: 13050.494141
	Iteration 40F: 3 clusters Score -8780649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8780657.000000 Penalty: 13050.494141
	Iteration 41Q: 3 clusters Score -8780657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8780672.000000 Penalty: 13050.494141
	Iteration 42Q: 3 clusters Score -8780672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8780679.000000 Penalty: 13050.494141
	Iteration 43Q: 3 clusters Score -8780679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8780692.000000 Penalty: 13050.494141
	Iteration 44Q: 3 clusters Score -8780692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8780692.000000 Penalty: 13050.494141
	Iteration 45Q: 3 clusters Score -8780692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8780701.000000 Penalty: 13050.494141
	Iteration 46Q: 3 clusters Score -8780701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8780697.000000 Penalty: 13050.494141
	Iteration 47Q: 3 clusters Score -8780697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8780701.000000 Penalty: 13050.494141
	Iteration 48Q: 3 clusters Score -8780701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8780703.000000 Penalty: 13050.494141
	Iteration 49Q: 3 clusters Score -8780703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8780702.000000 Penalty: 13050.494141
	Iteration 50Q: 3 clusters Score -8780702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8780702.000000 Penalty: 13050.494141
	Iteration 51Q: 3 clusters Score -8780702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8780715.000000 Penalty: 13050.494141
	Iteration 52Q: 3 clusters Score -8780715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8780718.000000 Penalty: 13050.494141
	Iteration 53Q: 3 clusters Score -8780718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8780715.000000 Penalty: 13050.494141
	Iteration 54Q: 3 clusters Score -8780715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8780710.000000 Penalty: 13050.494141
	Iteration 55Q: 3 clusters Score -8780710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8780710.000000 Penalty: 13050.494141
	Iteration 56F: 3 clusters Score -8780710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Entering Unmasked Estep 
Score: -4551484.500000 Penalty: 6120.549316
	Iteration 0F: 2 clusters Score -4551484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4533860.500000 Penalty: 12241.098633
	Iteration 0F: 3 clusters Score -4533860 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4538511.500000 Penalty: 12241.098633
	Iteration 1F: 3 clusters Score -4538512 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4539104.500000 Penalty: 12241.098633
	Iteration 2F: 3 clusters Score -4539104 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -4539499.000000 Penalty: 12241.098633
	Iteration 3Q: 3 clusters Score -4539499 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -4539791.000000 Penalty: 12241.098633
	Iteration 4Q: 3 clusters Score -4539791 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -4540004.500000 Penalty: 12241.098633
	Iteration 5Q: 3 clusters Score -4540004 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -4540175.500000 Penalty: 12241.098633
	Iteration 6Q: 3 clusters Score -4540176 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -4540306.500000 Penalty: 12241.098633
	Iteration 7Q: 3 clusters Score -4540306 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4540431.500000 Penalty: 12241.098633
	Iteration 8Q: 3 clusters Score -4540432 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4540551.000000 Penalty: 12241.098633
	Iteration 9Q: 3 clusters Score -4540551 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4540652.000000 Penalty: 12241.098633
	Iteration 10Q: 3 clusters Score -4540652 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -4540729.000000 Penalty: 12241.098633
	Iteration 11Q: 3 clusters Score -4540729 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -4540813.000000 Penalty: 12241.098633
	Iteration 12Q: 3 clusters Score -4540813 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4540905.000000 Penalty: 12241.098633
	Iteration 13Q: 3 clusters Score -4540905 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -4541019.000000 Penalty: 12241.098633
	Iteration 14Q: 3 clusters Score -4541019 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -4541142.500000 Penalty: 12241.098633
	Iteration 15Q: 3 clusters Score -4541142 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -4541256.500000 Penalty: 12241.098633
	Iteration 16Q: 3 clusters Score -4541256 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4541444.000000 Penalty: 12241.098633
	Iteration 17Q: 3 clusters Score -4541444 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -4541695.500000 Penalty: 12241.098633
	Iteration 18Q: 3 clusters Score -4541696 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4541972.500000 Penalty: 12241.098633
	Iteration 19Q: 3 clusters Score -4541972 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4542314.000000 Penalty: 12241.098633
	Iteration 20F: 3 clusters Score -4542314 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -4542734.500000 Penalty: 12241.098633
	Iteration 21Q: 3 clusters Score -4542734 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -4543178.500000 Penalty: 12241.098633
	Iteration 22Q: 3 clusters Score -4543178 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4543626.500000 Penalty: 12241.098633
	Iteration 23Q: 3 clusters Score -4543626 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4544129.500000 Penalty: 12241.098633
	Iteration 24Q: 3 clusters Score -4544130 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4544566.000000 Penalty: 12241.098633
	Iteration 25Q: 3 clusters Score -4544566 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4544946.500000 Penalty: 12241.098633
	Iteration 26Q: 3 clusters Score -4544946 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4545203.500000 Penalty: 12241.098633
	Iteration 27Q: 3 clusters Score -4545204 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4545421.000000 Penalty: 12241.098633
	Iteration 28Q: 3 clusters Score -4545421 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4545577.000000 Penalty: 12241.098633
	Iteration 29Q: 3 clusters Score -4545577 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4545690.000000 Penalty: 12241.098633
	Iteration 30Q: 3 clusters Score -4545690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4545785.000000 Penalty: 12241.098633
	Iteration 31Q: 3 clusters Score -4545785 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4545871.500000 Penalty: 12241.098633
	Iteration 32Q: 3 clusters Score -4545872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4545907.500000 Penalty: 12241.098633
	Iteration 33Q: 3 clusters Score -4545908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4545941.000000 Penalty: 12241.098633
	Iteration 34Q: 3 clusters Score -4545941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4545985.500000 Penalty: 12241.098633
	Iteration 35Q: 3 clusters Score -4545986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4546004.500000 Penalty: 12241.098633
	Iteration 36Q: 3 clusters Score -4546004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4546032.000000 Penalty: 12241.098633
	Iteration 37Q: 3 clusters Score -4546032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4546050.500000 Penalty: 12241.098633
	Iteration 38Q: 3 clusters Score -4546050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4546057.000000 Penalty: 12241.098633
	Iteration 39Q: 3 clusters Score -4546057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4546061.000000 Penalty: 12241.098633
	Iteration 40F: 3 clusters Score -4546061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4546062.000000 Penalty: 12241.098633
	Iteration 41Q: 3 clusters Score -4546062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4546067.000000 Penalty: 12241.098633
	Iteration 42Q: 3 clusters Score -4546067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4546067.500000 Penalty: 12241.098633
	Iteration 43Q: 3 clusters Score -4546068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4546067.500000 Penalty: 12241.098633
	Iteration 44F: 3 clusters Score -4546068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Entering Unmasked Estep 
Score: -4873807.000000 Penalty: 6167.237305
	Iteration 0F: 2 clusters Score -4873807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -4854961.000000 Penalty: 12334.474609
	Iteration 0F: 3 clusters Score -4854961 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -4860184.500000 Penalty: 12334.474609
	Iteration 1F: 3 clusters Score -4860184 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -4860860.000000 Penalty: 12334.474609
	Iteration 2F: 3 clusters Score -4860860 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4861354.500000 Penalty: 12334.474609
	Iteration 3Q: 3 clusters Score -4861354 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -4861754.500000 Penalty: 12334.474609
	Iteration 4Q: 3 clusters Score -4861754 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4862126.500000 Penalty: 12334.474609
	Iteration 5Q: 3 clusters Score -4862126 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -4862439.000000 Penalty: 12334.474609
	Iteration 6Q: 3 clusters Score -4862439 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -4862702.500000 Penalty: 12334.474609
	Iteration 7Q: 3 clusters Score -4862702 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -4862970.500000 Penalty: 12334.474609
	Iteration 8Q: 3 clusters Score -4862970 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -4863287.500000 Penalty: 12334.474609
	Iteration 9Q: 3 clusters Score -4863288 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -4863664.500000 Penalty: 12334.474609
	Iteration 10Q: 3 clusters Score -4863664 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -4864107.500000 Penalty: 12334.474609
	Iteration 11Q: 3 clusters Score -4864108 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4864528.500000 Penalty: 12334.474609
	Iteration 12Q: 3 clusters Score -4864528 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -4864961.000000 Penalty: 12334.474609
	Iteration 13Q: 3 clusters Score -4864961 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4865437.500000 Penalty: 12334.474609
	Iteration 14Q: 3 clusters Score -4865438 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -4865897.000000 Penalty: 12334.474609
	Iteration 15Q: 3 clusters Score -4865897 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4866298.000000 Penalty: 12334.474609
	Iteration 16Q: 3 clusters Score -4866298 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4866694.500000 Penalty: 12334.474609
	Iteration 17Q: 3 clusters Score -4866694 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4866995.500000 Penalty: 12334.474609
	Iteration 18Q: 3 clusters Score -4866996 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4867293.000000 Penalty: 12334.474609
	Iteration 19Q: 3 clusters Score -4867293 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4867540.500000 Penalty: 12334.474609
	Iteration 20F: 3 clusters Score -4867540 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4867706.000000 Penalty: 12334.474609
	Iteration 21Q: 3 clusters Score -4867706 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4867848.500000 Penalty: 12334.474609
	Iteration 22Q: 3 clusters Score -4867848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4867963.000000 Penalty: 12334.474609
	Iteration 23Q: 3 clusters Score -4867963 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4868061.500000 Penalty: 12334.474609
	Iteration 24Q: 3 clusters Score -4868062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4868120.500000 Penalty: 12334.474609
	Iteration 25Q: 3 clusters Score -4868120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4868169.000000 Penalty: 12334.474609
	Iteration 26Q: 3 clusters Score -4868169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4868196.000000 Penalty: 12334.474609
	Iteration 27Q: 3 clusters Score -4868196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4868215.000000 Penalty: 12334.474609
	Iteration 28Q: 3 clusters Score -4868215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4868232.500000 Penalty: 12334.474609
	Iteration 29Q: 3 clusters Score -4868232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4868243.500000 Penalty: 12334.474609
	Iteration 30Q: 3 clusters Score -4868244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4868248.000000 Penalty: 12334.474609
	Iteration 31Q: 3 clusters Score -4868248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4868247.000000 Penalty: 12334.474609
	Iteration 32Q: 3 clusters Score -4868247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4868262.500000 Penalty: 12334.474609
	Iteration 33Q: 3 clusters Score -4868262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4868273.000000 Penalty: 12334.474609
	Iteration 34Q: 3 clusters Score -4868273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4868264.000000 Penalty: 12334.474609
	Iteration 35Q: 3 clusters Score -4868264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4868269.500000 Penalty: 12334.474609
	Iteration 36Q: 3 clusters Score -4868270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4868266.500000 Penalty: 12334.474609
	Iteration 37Q: 3 clusters Score -4868266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4868263.000000 Penalty: 12334.474609
	Iteration 38Q: 3 clusters Score -4868263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4868272.500000 Penalty: 12334.474609
	Iteration 39Q: 3 clusters Score -4868272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4868269.500000 Penalty: 12334.474609
	Iteration 40F: 3 clusters Score -4868270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4868267.500000 Penalty: 12334.474609
	Iteration 41Q: 3 clusters Score -4868268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4868272.500000 Penalty: 12334.474609
	Iteration 42Q: 3 clusters Score -4868272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4868264.500000 Penalty: 12334.474609
	Iteration 43Q: 3 clusters Score -4868264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4868266.500000 Penalty: 12334.474609
	Iteration 44Q: 3 clusters Score -4868266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4868269.000000 Penalty: 12334.474609
	Iteration 45Q: 3 clusters Score -4868269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4868269.000000 Penalty: 12334.474609
	Iteration 46F: 3 clusters Score -4868269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -70961.890625 Penalty: 3610.321777
	Iteration 0F: 2 clusters Score -70961.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67846.507812 Penalty: 7220.643555
	Iteration 0F: 3 clusters Score -67846.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -67967.921875 Penalty: 7220.643555
	Iteration 1F: 3 clusters Score -67967.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -67992.679688 Penalty: 7220.643555
	Iteration 2Q: 3 clusters Score -67992.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -68000.664062 Penalty: 7220.643555
	Iteration 3Q: 3 clusters Score -68000.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -68000.664062 Penalty: 7220.643555
	Iteration 4F: 3 clusters Score -68000.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -277478.812500 Penalty: 4417.078613
	Iteration 0F: 2 clusters Score -277478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -273009.468750 Penalty: 8834.157227
	Iteration 0F: 3 clusters Score -273009.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -273417.468750 Penalty: 8834.157227
	Iteration 1F: 3 clusters Score -273417.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -273527.406250 Penalty: 8834.157227
	Iteration 2Q: 3 clusters Score -273527.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -273570.187500 Penalty: 8834.157227
	Iteration 3Q: 3 clusters Score -273570.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -273596.843750 Penalty: 8834.157227
	Iteration 4Q: 3 clusters Score -273596.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -273617.156250 Penalty: 8834.157227
	Iteration 5Q: 3 clusters Score -273617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -273626.593750 Penalty: 8834.157227
	Iteration 6Q: 3 clusters Score -273626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -273633.687500 Penalty: 8834.157227
	Iteration 7Q: 3 clusters Score -273633.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -273635.187500 Penalty: 8834.157227
	Iteration 8Q: 3 clusters Score -273635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -273635.187500 Penalty: 8834.157227
	Iteration 9F: 3 clusters Score -273635.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -107585.867188 Penalty: 3870.368164
	Iteration 0F: 2 clusters Score -107585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -104070.281250 Penalty: 7740.736328
	Iteration 0F: 3 clusters Score -104070.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -104279.164062 Penalty: 7740.736328
	Iteration 1F: 3 clusters Score -104279.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -104348.710938 Penalty: 7740.736328
	Iteration 2Q: 3 clusters Score -104348.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104388.210938 Penalty: 7740.736328
	Iteration 3Q: 3 clusters Score -104388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104393.804688 Penalty: 7740.736328
	Iteration 4Q: 3 clusters Score -104393.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104393.804688 Penalty: 7740.736328
	Iteration 5F: 3 clusters Score -104393.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Entering Unmasked Estep 
Score: -4586734.500000 Penalty: 6131.487305
	Iteration 0F: 2 clusters Score -4586734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -4568924.000000 Penalty: 12262.974609
	Iteration 0F: 3 clusters Score -4568924 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -4574064.500000 Penalty: 12262.974609
	Iteration 1F: 3 clusters Score -4574064 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4575044.000000 Penalty: 12262.974609
	Iteration 2F: 3 clusters Score -4575044 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4575863.000000 Penalty: 12262.974609
	Iteration 3F: 3 clusters Score -4575863 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -4576678.500000 Penalty: 12262.974609
	Iteration 4F: 3 clusters Score -4576678 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -4577574.000000 Penalty: 12262.974609
	Iteration 5F: 3 clusters Score -4577574 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4578374.000000 Penalty: 12262.974609
	Iteration 6F: 3 clusters Score -4578374 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -4579222.500000 Penalty: 12262.974609
	Iteration 7F: 3 clusters Score -4579222 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -4580017.000000 Penalty: 12262.974609
	Iteration 8Q: 3 clusters Score -4580017 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4580669.500000 Penalty: 12262.974609
	Iteration 9Q: 3 clusters Score -4580670 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -4581145.500000 Penalty: 12262.974609
	Iteration 10Q: 3 clusters Score -4581146 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4581451.500000 Penalty: 12262.974609
	Iteration 11Q: 3 clusters Score -4581452 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -4581596.000000 Penalty: 12262.974609
	Iteration 12Q: 3 clusters Score -4581596 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4581690.500000 Penalty: 12262.974609
	Iteration 13Q: 3 clusters Score -4581690 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -4581743.000000 Penalty: 12262.974609
	Iteration 14Q: 3 clusters Score -4581743 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4581781.000000 Penalty: 12262.974609
	Iteration 15Q: 3 clusters Score -4581781 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4581805.500000 Penalty: 12262.974609
	Iteration 16Q: 3 clusters Score -4581806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -4581831.500000 Penalty: 12262.974609
	Iteration 17Q: 3 clusters Score -4581832 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -4581858.500000 Penalty: 12262.974609
	Iteration 18Q: 3 clusters Score -4581858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -4581865.500000 Penalty: 12262.974609
	Iteration 19Q: 3 clusters Score -4581866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4581886.000000 Penalty: 12262.974609
	Iteration 20F: 3 clusters Score -4581886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4581887.000000 Penalty: 12262.974609
	Iteration 21Q: 3 clusters Score -4581887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -4581896.500000 Penalty: 12262.974609
	Iteration 22Q: 3 clusters Score -4581896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4581896.500000 Penalty: 12262.974609
	Iteration 23Q: 3 clusters Score -4581896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4581905.500000 Penalty: 12262.974609
	Iteration 24Q: 3 clusters Score -4581906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -4581902.000000 Penalty: 12262.974609
	Iteration 25Q: 3 clusters Score -4581902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -4581904.000000 Penalty: 12262.974609
	Iteration 26Q: 3 clusters Score -4581904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4581907.000000 Penalty: 12262.974609
	Iteration 27Q: 3 clusters Score -4581907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4581916.500000 Penalty: 12262.974609
	Iteration 28Q: 3 clusters Score -4581916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4581911.000000 Penalty: 12262.974609
	Iteration 29Q: 3 clusters Score -4581911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -4581908.500000 Penalty: 12262.974609
	Iteration 30Q: 3 clusters Score -4581908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -4581915.000000 Penalty: 12262.974609
	Iteration 31Q: 3 clusters Score -4581915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4581908.500000 Penalty: 12262.974609
	Iteration 32Q: 3 clusters Score -4581908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -4581916.000000 Penalty: 12262.974609
	Iteration 33Q: 3 clusters Score -4581916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -4581923.500000 Penalty: 12262.974609
	Iteration 34Q: 3 clusters Score -4581924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -4581924.500000 Penalty: 12262.974609
	Iteration 35Q: 3 clusters Score -4581924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -4581922.000000 Penalty: 12262.974609
	Iteration 36Q: 3 clusters Score -4581922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -4581920.000000 Penalty: 12262.974609
	Iteration 37Q: 3 clusters Score -4581920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -4581921.500000 Penalty: 12262.974609
	Iteration 38Q: 3 clusters Score -4581922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -4581921.500000 Penalty: 12262.974609
	Iteration 39Q: 3 clusters Score -4581922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4581923.500000 Penalty: 12262.974609
	Iteration 40F: 3 clusters Score -4581924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -4581925.000000 Penalty: 12262.974609
	Iteration 41Q: 3 clusters Score -4581925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4581931.000000 Penalty: 12262.974609
	Iteration 42Q: 3 clusters Score -4581931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -4581925.500000 Penalty: 12262.974609
	Iteration 43Q: 3 clusters Score -4581926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -4581922.000000 Penalty: 12262.974609
	Iteration 44Q: 3 clusters Score -4581922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4581920.500000 Penalty: 12262.974609
	Iteration 45Q: 3 clusters Score -4581920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4581918.500000 Penalty: 12262.974609
	Iteration 46Q: 3 clusters Score -4581918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4581918.500000 Penalty: 12262.974609
	Iteration 47F: 3 clusters Score -4581918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -105845.617188 Penalty: 3900.514404
	Iteration 0F: 2 clusters Score -105845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -102396.812500 Penalty: 7801.028809
	Iteration 0F: 3 clusters Score -102396.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -102767.492188 Penalty: 7801.028809
	Iteration 1F: 3 clusters Score -102767.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -102903.500000 Penalty: 7801.028809
	Iteration 2Q: 3 clusters Score -102903.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103017.265625 Penalty: 7801.028809
	Iteration 3Q: 3 clusters Score -103017.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103096.117188 Penalty: 7801.028809
	Iteration 4Q: 3 clusters Score -103096.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103166.304688 Penalty: 7801.028809
	Iteration 5Q: 3 clusters Score -103166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103225.851562 Penalty: 7801.028809
	Iteration 6Q: 3 clusters Score -103225.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103292.484375 Penalty: 7801.028809
	Iteration 7Q: 3 clusters Score -103292.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103346.593750 Penalty: 7801.028809
	Iteration 8Q: 3 clusters Score -103346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103392.109375 Penalty: 7801.028809
	Iteration 9Q: 3 clusters Score -103392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103440.585938 Penalty: 7801.028809
	Iteration 10Q: 3 clusters Score -103440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103451.562500 Penalty: 7801.028809
	Iteration 11Q: 3 clusters Score -103451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103451.562500 Penalty: 7801.028809
	Iteration 12F: 3 clusters Score -103451.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -1265097.625000 Penalty: 5352.769531
	Iteration 0F: 2 clusters Score -1265098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1257255.750000 Penalty: 10705.539062
	Iteration 0F: 3 clusters Score -1257256 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1258671.125000 Penalty: 10705.539062
	Iteration 1F: 3 clusters Score -1258671 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1259046.750000 Penalty: 10705.539062
	Iteration 2F: 3 clusters Score -1259047 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1259272.250000 Penalty: 10705.539062
	Iteration 3Q: 3 clusters Score -1259272 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1259441.000000 Penalty: 10705.539062
	Iteration 4Q: 3 clusters Score -1259441 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1259613.375000 Penalty: 10705.539062
	Iteration 5Q: 3 clusters Score -1259613 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1259753.500000 Penalty: 10705.539062
	Iteration 6Q: 3 clusters Score -1259754 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1259877.000000 Penalty: 10705.539062
	Iteration 7Q: 3 clusters Score -1259877 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1259969.000000 Penalty: 10705.539062
	Iteration 8Q: 3 clusters Score -1259969 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1260042.375000 Penalty: 10705.539062
	Iteration 9Q: 3 clusters Score -1260042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1260111.250000 Penalty: 10705.539062
	Iteration 10Q: 3 clusters Score -1260111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1260199.125000 Penalty: 10705.539062
	Iteration 11Q: 3 clusters Score -1260199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1260297.750000 Penalty: 10705.539062
	Iteration 12Q: 3 clusters Score -1260298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1260393.500000 Penalty: 10705.539062
	Iteration 13Q: 3 clusters Score -1260394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1260472.000000 Penalty: 10705.539062
	Iteration 14Q: 3 clusters Score -1260472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1260555.375000 Penalty: 10705.539062
	Iteration 15Q: 3 clusters Score -1260555 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1260633.000000 Penalty: 10705.539062
	Iteration 16Q: 3 clusters Score -1260633 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1260721.375000 Penalty: 10705.539062
	Iteration 17Q: 3 clusters Score -1260721 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1260814.875000 Penalty: 10705.539062
	Iteration 18Q: 3 clusters Score -1260815 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1260901.375000 Penalty: 10705.539062
	Iteration 19Q: 3 clusters Score -1260901 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1260978.250000 Penalty: 10705.539062
	Iteration 20F: 3 clusters Score -1260978 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1261056.750000 Penalty: 10705.539062
	Iteration 21Q: 3 clusters Score -1261057 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1261123.500000 Penalty: 10705.539062
	Iteration 22Q: 3 clusters Score -1261124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1261205.750000 Penalty: 10705.539062
	Iteration 23Q: 3 clusters Score -1261206 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1261318.125000 Penalty: 10705.539062
	Iteration 24Q: 3 clusters Score -1261318 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1261440.375000 Penalty: 10705.539062
	Iteration 25Q: 3 clusters Score -1261440 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1261537.875000 Penalty: 10705.539062
	Iteration 26Q: 3 clusters Score -1261538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1261623.375000 Penalty: 10705.539062
	Iteration 27Q: 3 clusters Score -1261623 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1261689.250000 Penalty: 10705.539062
	Iteration 28Q: 3 clusters Score -1261689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1261730.125000 Penalty: 10705.539062
	Iteration 29Q: 3 clusters Score -1261730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1261757.125000 Penalty: 10705.539062
	Iteration 30Q: 3 clusters Score -1261757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1261776.750000 Penalty: 10705.539062
	Iteration 31Q: 3 clusters Score -1261777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1261798.375000 Penalty: 10705.539062
	Iteration 32Q: 3 clusters Score -1261798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1261812.625000 Penalty: 10705.539062
	Iteration 33Q: 3 clusters Score -1261813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1261823.875000 Penalty: 10705.539062
	Iteration 34Q: 3 clusters Score -1261824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1261829.500000 Penalty: 10705.539062
	Iteration 35Q: 3 clusters Score -1261830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1261834.000000 Penalty: 10705.539062
	Iteration 36Q: 3 clusters Score -1261834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1261840.250000 Penalty: 10705.539062
	Iteration 37Q: 3 clusters Score -1261840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1261842.500000 Penalty: 10705.539062
	Iteration 38Q: 3 clusters Score -1261842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1261848.250000 Penalty: 10705.539062
	Iteration 39Q: 3 clusters Score -1261848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1261854.125000 Penalty: 10705.539062
	Iteration 40F: 3 clusters Score -1261854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1261856.375000 Penalty: 10705.539062
	Iteration 41Q: 3 clusters Score -1261856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1261858.250000 Penalty: 10705.539062
	Iteration 42Q: 3 clusters Score -1261858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1261860.375000 Penalty: 10705.539062
	Iteration 43Q: 3 clusters Score -1261860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1261863.375000 Penalty: 10705.539062
	Iteration 44Q: 3 clusters Score -1261863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1261868.375000 Penalty: 10705.539062
	Iteration 45Q: 3 clusters Score -1261868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1261868.500000 Penalty: 10705.539062
	Iteration 46Q: 3 clusters Score -1261868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1261872.875000 Penalty: 10705.539062
	Iteration 47Q: 3 clusters Score -1261873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1261873.500000 Penalty: 10705.539062
	Iteration 48Q: 3 clusters Score -1261874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1261879.625000 Penalty: 10705.539062
	Iteration 49Q: 3 clusters Score -1261880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1261881.250000 Penalty: 10705.539062
	Iteration 50Q: 3 clusters Score -1261881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1261880.625000 Penalty: 10705.539062
	Iteration 51Q: 3 clusters Score -1261881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1261883.375000 Penalty: 10705.539062
	Iteration 52Q: 3 clusters Score -1261883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1261883.375000 Penalty: 10705.539062
	Iteration 53Q: 3 clusters Score -1261883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1261886.875000 Penalty: 10705.539062
	Iteration 54Q: 3 clusters Score -1261887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1261886.500000 Penalty: 10705.539062
	Iteration 55Q: 3 clusters Score -1261886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1261885.375000 Penalty: 10705.539062
	Iteration 56Q: 3 clusters Score -1261885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1261887.875000 Penalty: 10705.539062
	Iteration 57Q: 3 clusters Score -1261888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1261885.250000 Penalty: 10705.539062
	Iteration 58Q: 3 clusters Score -1261885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1261888.250000 Penalty: 10705.539062
	Iteration 59Q: 3 clusters Score -1261888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1261889.125000 Penalty: 10705.539062
	Iteration 60F: 3 clusters Score -1261889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1261889.375000 Penalty: 10705.539062
	Iteration 61Q: 3 clusters Score -1261889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1261893.875000 Penalty: 10705.539062
	Iteration 62Q: 3 clusters Score -1261894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1261895.250000 Penalty: 10705.539062
	Iteration 63Q: 3 clusters Score -1261895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1261897.750000 Penalty: 10705.539062
	Iteration 64Q: 3 clusters Score -1261898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1261900.000000 Penalty: 10705.539062
	Iteration 65Q: 3 clusters Score -1261900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1261899.750000 Penalty: 10705.539062
	Iteration 66Q: 3 clusters Score -1261900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1261901.750000 Penalty: 10705.539062
	Iteration 67Q: 3 clusters Score -1261902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1261901.750000 Penalty: 10705.539062
	Iteration 68F: 3 clusters Score -1261902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Entering Unmasked Estep 
Score: -2269760.250000 Penalty: 5704.812012
	Iteration 0F: 2 clusters Score -2269760 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 5526 members 
Entering Unmasked Estep 
Score: -2258804.250000 Penalty: 11409.624023
	Iteration 0F: 3 clusters Score -2258804 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2261240.000000 Penalty: 11409.624023
	Iteration 1F: 3 clusters Score -2261240 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2261807.750000 Penalty: 11409.624023
	Iteration 2F: 3 clusters Score -2261808 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2262139.250000 Penalty: 11409.624023
	Iteration 3F: 3 clusters Score -2262139 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2262356.750000 Penalty: 11409.624023
	Iteration 4Q: 3 clusters Score -2262357 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2262513.500000 Penalty: 11409.624023
	Iteration 5Q: 3 clusters Score -2262514 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2262624.500000 Penalty: 11409.624023
	Iteration 6Q: 3 clusters Score -2262624 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2262722.750000 Penalty: 11409.624023
	Iteration 7Q: 3 clusters Score -2262723 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2262804.250000 Penalty: 11409.624023
	Iteration 8Q: 3 clusters Score -2262804 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2262883.000000 Penalty: 11409.624023
	Iteration 9Q: 3 clusters Score -2262883 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2262943.750000 Penalty: 11409.624023
	Iteration 10Q: 3 clusters Score -2262944 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2263013.750000 Penalty: 11409.624023
	Iteration 11Q: 3 clusters Score -2263014 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2263096.500000 Penalty: 11409.624023
	Iteration 12Q: 3 clusters Score -2263096 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2263169.500000 Penalty: 11409.624023
	Iteration 13Q: 3 clusters Score -2263170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2263278.750000 Penalty: 11409.624023
	Iteration 14Q: 3 clusters Score -2263279 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2263407.750000 Penalty: 11409.624023
	Iteration 15Q: 3 clusters Score -2263408 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2263556.750000 Penalty: 11409.624023
	Iteration 16Q: 3 clusters Score -2263557 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2263733.750000 Penalty: 11409.624023
	Iteration 17Q: 3 clusters Score -2263734 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2263960.750000 Penalty: 11409.624023
	Iteration 18Q: 3 clusters Score -2263961 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2264248.000000 Penalty: 11409.624023
	Iteration 19Q: 3 clusters Score -2264248 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2264642.250000 Penalty: 11409.624023
	Iteration 20F: 3 clusters Score -2264642 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2265066.750000 Penalty: 11409.624023
	Iteration 21Q: 3 clusters Score -2265067 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2265476.500000 Penalty: 11409.624023
	Iteration 22Q: 3 clusters Score -2265476 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2265943.500000 Penalty: 11409.624023
	Iteration 23Q: 3 clusters Score -2265944 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2266371.500000 Penalty: 11409.624023
	Iteration 24Q: 3 clusters Score -2266372 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2266658.750000 Penalty: 11409.624023
	Iteration 25Q: 3 clusters Score -2266659 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2266816.250000 Penalty: 11409.624023
	Iteration 26Q: 3 clusters Score -2266816 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2266911.250000 Penalty: 11409.624023
	Iteration 27Q: 3 clusters Score -2266911 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2266968.750000 Penalty: 11409.624023
	Iteration 28Q: 3 clusters Score -2266969 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2266999.250000 Penalty: 11409.624023
	Iteration 29Q: 3 clusters Score -2266999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2267018.250000 Penalty: 11409.624023
	Iteration 30Q: 3 clusters Score -2267018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2267021.250000 Penalty: 11409.624023
	Iteration 31Q: 3 clusters Score -2267021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2267029.750000 Penalty: 11409.624023
	Iteration 32Q: 3 clusters Score -2267030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2267035.750000 Penalty: 11409.624023
	Iteration 33Q: 3 clusters Score -2267036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2267040.750000 Penalty: 11409.624023
	Iteration 34Q: 3 clusters Score -2267041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2267047.000000 Penalty: 11409.624023
	Iteration 35Q: 3 clusters Score -2267047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2267048.500000 Penalty: 11409.624023
	Iteration 36Q: 3 clusters Score -2267048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2267048.000000 Penalty: 11409.624023
	Iteration 37Q: 3 clusters Score -2267048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2267045.750000 Penalty: 11409.624023
	Iteration 38Q: 3 clusters Score -2267046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2267049.750000 Penalty: 11409.624023
	Iteration 39Q: 3 clusters Score -2267050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2267046.750000 Penalty: 11409.624023
	Iteration 40F: 3 clusters Score -2267047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Entering Unmasked Estep 
Score: -2555407.750000 Penalty: 5799.198242
	Iteration 0F: 2 clusters Score -2555408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2543351.000000 Penalty: 11598.396484
	Iteration 0F: 3 clusters Score -2543351 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2546096.500000 Penalty: 11598.396484
	Iteration 1F: 3 clusters Score -2546096 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2546701.500000 Penalty: 11598.396484
	Iteration 2F: 3 clusters Score -2546702 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2547115.250000 Penalty: 11598.396484
	Iteration 3F: 3 clusters Score -2547115 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2547495.000000 Penalty: 11598.396484
	Iteration 4Q: 3 clusters Score -2547495 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2547869.000000 Penalty: 11598.396484
	Iteration 5Q: 3 clusters Score -2547869 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2548314.500000 Penalty: 11598.396484
	Iteration 6Q: 3 clusters Score -2548314 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2548817.000000 Penalty: 11598.396484
	Iteration 7Q: 3 clusters Score -2548817 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2549325.000000 Penalty: 11598.396484
	Iteration 8Q: 3 clusters Score -2549325 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2549929.000000 Penalty: 11598.396484
	Iteration 9Q: 3 clusters Score -2549929 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2550508.000000 Penalty: 11598.396484
	Iteration 10Q: 3 clusters Score -2550508 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2551027.250000 Penalty: 11598.396484
	Iteration 11Q: 3 clusters Score -2551027 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2551418.750000 Penalty: 11598.396484
	Iteration 12Q: 3 clusters Score -2551419 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2551730.250000 Penalty: 11598.396484
	Iteration 13Q: 3 clusters Score -2551730 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2551971.250000 Penalty: 11598.396484
	Iteration 14Q: 3 clusters Score -2551971 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2552156.000000 Penalty: 11598.396484
	Iteration 15Q: 3 clusters Score -2552156 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2552263.250000 Penalty: 11598.396484
	Iteration 16Q: 3 clusters Score -2552263 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2552331.250000 Penalty: 11598.396484
	Iteration 17Q: 3 clusters Score -2552331 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2552373.250000 Penalty: 11598.396484
	Iteration 18Q: 3 clusters Score -2552373 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2552409.500000 Penalty: 11598.396484
	Iteration 19Q: 3 clusters Score -2552410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2552431.000000 Penalty: 11598.396484
	Iteration 20F: 3 clusters Score -2552431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2552446.000000 Penalty: 11598.396484
	Iteration 21Q: 3 clusters Score -2552446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2552457.250000 Penalty: 11598.396484
	Iteration 22Q: 3 clusters Score -2552457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2552464.250000 Penalty: 11598.396484
	Iteration 23Q: 3 clusters Score -2552464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2552470.250000 Penalty: 11598.396484
	Iteration 24Q: 3 clusters Score -2552470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2552472.750000 Penalty: 11598.396484
	Iteration 25Q: 3 clusters Score -2552473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2552477.750000 Penalty: 11598.396484
	Iteration 26Q: 3 clusters Score -2552478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2552479.750000 Penalty: 11598.396484
	Iteration 27Q: 3 clusters Score -2552480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2552481.250000 Penalty: 11598.396484
	Iteration 28Q: 3 clusters Score -2552481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2552485.250000 Penalty: 11598.396484
	Iteration 29Q: 3 clusters Score -2552485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2552479.000000 Penalty: 11598.396484
	Iteration 30Q: 3 clusters Score -2552479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2552479.000000 Penalty: 11598.396484
	Iteration 31F: 3 clusters Score -2552479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Entering Unmasked Estep 
Score: -6238326.500000 Penalty: 6350.231445
	Iteration 0F: 2 clusters Score -6238326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -6214311.500000 Penalty: 12700.462891
	Iteration 0F: 3 clusters Score -6214312 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -6221479.000000 Penalty: 12700.462891
	Iteration 1F: 3 clusters Score -6221479 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -6222337.000000 Penalty: 12700.462891
	Iteration 2F: 3 clusters Score -6222337 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -6223200.000000 Penalty: 12700.462891
	Iteration 3F: 3 clusters Score -6223200 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -6224068.500000 Penalty: 12700.462891
	Iteration 4Q: 3 clusters Score -6224068 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -6224954.000000 Penalty: 12700.462891
	Iteration 5Q: 3 clusters Score -6224954 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -6226054.000000 Penalty: 12700.462891
	Iteration 6F: 3 clusters Score -6226054 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -6227217.500000 Penalty: 12700.462891
	Iteration 7F: 3 clusters Score -6227218 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -6228284.500000 Penalty: 12700.462891
	Iteration 8F: 3 clusters Score -6228284 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -6229305.000000 Penalty: 12700.462891
	Iteration 9Q: 3 clusters Score -6229305 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -6230091.000000 Penalty: 12700.462891
	Iteration 10Q: 3 clusters Score -6230091 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -6230763.500000 Penalty: 12700.462891
	Iteration 11Q: 3 clusters Score -6230764 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -6231281.000000 Penalty: 12700.462891
	Iteration 12Q: 3 clusters Score -6231281 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -6231715.500000 Penalty: 12700.462891
	Iteration 13Q: 3 clusters Score -6231716 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -6232037.000000 Penalty: 12700.462891
	Iteration 14Q: 3 clusters Score -6232037 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -6232267.000000 Penalty: 12700.462891
	Iteration 15Q: 3 clusters Score -6232267 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -6232443.000000 Penalty: 12700.462891
	Iteration 16Q: 3 clusters Score -6232443 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -6232554.000000 Penalty: 12700.462891
	Iteration 17Q: 3 clusters Score -6232554 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -6232645.500000 Penalty: 12700.462891
	Iteration 18Q: 3 clusters Score -6232646 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -6232716.000000 Penalty: 12700.462891
	Iteration 19Q: 3 clusters Score -6232716 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -6232805.000000 Penalty: 12700.462891
	Iteration 20F: 3 clusters Score -6232805 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -6232900.500000 Penalty: 12700.462891
	Iteration 21Q: 3 clusters Score -6232900 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -6232934.500000 Penalty: 12700.462891
	Iteration 22Q: 3 clusters Score -6232934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -6232953.000000 Penalty: 12700.462891
	Iteration 23Q: 3 clusters Score -6232953 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -6233001.000000 Penalty: 12700.462891
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Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 9434 members 
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Mstep: Class 2 contains 9328 members 
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Mstep: Class 1 contains 22580 members 
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Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 9047 members 
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Mstep: Class 2 contains 8960 members 
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	Iteration 115Q: 3 clusters Score -6233960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -6233967.500000 Penalty: 12700.462891
	Iteration 116Q: 3 clusters Score -6233968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6233975.000000 Penalty: 12700.462891
	Iteration 117Q: 3 clusters Score -6233975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -6233974.000000 Penalty: 12700.462891
	Iteration 118Q: 3 clusters Score -6233974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -6233976.500000 Penalty: 12700.462891
	Iteration 119Q: 3 clusters Score -6233976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -6233971.500000 Penalty: 12700.462891
	Iteration 120F: 3 clusters Score -6233972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -6233976.500000 Penalty: 12700.462891
	Iteration 121Q: 3 clusters Score -6233976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -6233980.500000 Penalty: 12700.462891
	Iteration 122Q: 3 clusters Score -6233980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -6233971.000000 Penalty: 12700.462891
	Iteration 123Q: 3 clusters Score -6233971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -6233985.000000 Penalty: 12700.462891
	Iteration 124Q: 3 clusters Score -6233985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -6233993.500000 Penalty: 12700.462891
	Iteration 125Q: 3 clusters Score -6233994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -6233986.000000 Penalty: 12700.462891
	Iteration 126Q: 3 clusters Score -6233986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -6234002.000000 Penalty: 12700.462891
	Iteration 127Q: 3 clusters Score -6234002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -6233999.000000 Penalty: 12700.462891
	Iteration 128Q: 3 clusters Score -6233999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -6234001.000000 Penalty: 12700.462891
	Iteration 129Q: 3 clusters Score -6234001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -6234002.500000 Penalty: 12700.462891
	Iteration 130Q: 3 clusters Score -6234002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -6234005.500000 Penalty: 12700.462891
	Iteration 131Q: 3 clusters Score -6234006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -6233995.000000 Penalty: 12700.462891
	Iteration 132Q: 3 clusters Score -6233995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -6233994.000000 Penalty: 12700.462891
	Iteration 133Q: 3 clusters Score -6233994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -6233993.500000 Penalty: 12700.462891
	Iteration 134Q: 3 clusters Score -6233994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -6233995.500000 Penalty: 12700.462891
	Iteration 135Q: 3 clusters Score -6233996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -6233991.000000 Penalty: 12700.462891
	Iteration 136Q: 3 clusters Score -6233991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -6233994.500000 Penalty: 12700.462891
	Iteration 137Q: 3 clusters Score -6233994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -6233995.500000 Penalty: 12700.462891
	Iteration 138Q: 3 clusters Score -6233996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -6233992.000000 Penalty: 12700.462891
	Iteration 139Q: 3 clusters Score -6233992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -6233992.000000 Penalty: 12700.462891
	Iteration 140F: 3 clusters Score -6233992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Entering Unmasked Estep 
Score: -5241293.000000 Penalty: 6216.513184
	Iteration 0F: 2 clusters Score -5241293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -5221376.500000 Penalty: 12433.026367
	Iteration 0F: 3 clusters Score -5221376 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -5226855.000000 Penalty: 12433.026367
	Iteration 1F: 3 clusters Score -5226855 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -5227629.000000 Penalty: 12433.026367
	Iteration 2F: 3 clusters Score -5227629 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -5228216.000000 Penalty: 12433.026367
	Iteration 3F: 3 clusters Score -5228216 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -5228711.000000 Penalty: 12433.026367
	Iteration 4Q: 3 clusters Score -5228711 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -5229179.500000 Penalty: 12433.026367
	Iteration 5Q: 3 clusters Score -5229180 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5229613.500000 Penalty: 12433.026367
	Iteration 6Q: 3 clusters Score -5229614 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -5230083.500000 Penalty: 12433.026367
	Iteration 7Q: 3 clusters Score -5230084 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5230596.500000 Penalty: 12433.026367
	Iteration 8Q: 3 clusters Score -5230596 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -5231102.500000 Penalty: 12433.026367
	Iteration 9Q: 3 clusters Score -5231102 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -5231562.500000 Penalty: 12433.026367
	Iteration 10Q: 3 clusters Score -5231562 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -5232010.500000 Penalty: 12433.026367
	Iteration 11Q: 3 clusters Score -5232010 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -5232505.500000 Penalty: 12433.026367
	Iteration 12Q: 3 clusters Score -5232506 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -5232990.500000 Penalty: 12433.026367
	Iteration 13Q: 3 clusters Score -5232990 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -5233384.000000 Penalty: 12433.026367
	Iteration 14Q: 3 clusters Score -5233384 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5233798.000000 Penalty: 12433.026367
	Iteration 15Q: 3 clusters Score -5233798 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -5234200.500000 Penalty: 12433.026367
	Iteration 16Q: 3 clusters Score -5234200 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -5234611.000000 Penalty: 12433.026367
	Iteration 17Q: 3 clusters Score -5234611 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -5234995.000000 Penalty: 12433.026367
	Iteration 18Q: 3 clusters Score -5234995 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -5235395.000000 Penalty: 12433.026367
	Iteration 19Q: 3 clusters Score -5235395 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -5235760.500000 Penalty: 12433.026367
	Iteration 20F: 3 clusters Score -5235760 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -5236102.500000 Penalty: 12433.026367
	Iteration 21Q: 3 clusters Score -5236102 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5236368.500000 Penalty: 12433.026367
	Iteration 22Q: 3 clusters Score -5236368 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -5236566.500000 Penalty: 12433.026367
	Iteration 23Q: 3 clusters Score -5236566 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -5236716.500000 Penalty: 12433.026367
	Iteration 24Q: 3 clusters Score -5236716 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5236785.000000 Penalty: 12433.026367
	Iteration 25Q: 3 clusters Score -5236785 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -5236843.500000 Penalty: 12433.026367
	Iteration 26Q: 3 clusters Score -5236844 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -5236894.000000 Penalty: 12433.026367
	Iteration 27Q: 3 clusters Score -5236894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -5236953.500000 Penalty: 12433.026367
	Iteration 28Q: 3 clusters Score -5236954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5236976.000000 Penalty: 12433.026367
	Iteration 29Q: 3 clusters Score -5236976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -5236998.000000 Penalty: 12433.026367
	Iteration 30Q: 3 clusters Score -5236998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -5237011.500000 Penalty: 12433.026367
	Iteration 31Q: 3 clusters Score -5237012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5237039.000000 Penalty: 12433.026367
	Iteration 32Q: 3 clusters Score -5237039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5237038.000000 Penalty: 12433.026367
	Iteration 33Q: 3 clusters Score -5237038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -5237046.000000 Penalty: 12433.026367
	Iteration 34Q: 3 clusters Score -5237046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5237056.000000 Penalty: 12433.026367
	Iteration 35Q: 3 clusters Score -5237056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -5237057.000000 Penalty: 12433.026367
	Iteration 36Q: 3 clusters Score -5237057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -5237062.000000 Penalty: 12433.026367
	Iteration 37Q: 3 clusters Score -5237062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -5237072.500000 Penalty: 12433.026367
	Iteration 38Q: 3 clusters Score -5237072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -5237078.000000 Penalty: 12433.026367
	Iteration 39Q: 3 clusters Score -5237078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -5237077.000000 Penalty: 12433.026367
	Iteration 40F: 3 clusters Score -5237077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -5237078.500000 Penalty: 12433.026367
	Iteration 41Q: 3 clusters Score -5237078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -5237074.500000 Penalty: 12433.026367
	Iteration 42Q: 3 clusters Score -5237074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -5237078.500000 Penalty: 12433.026367
	Iteration 43Q: 3 clusters Score -5237078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -5237076.000000 Penalty: 12433.026367
	Iteration 44Q: 3 clusters Score -5237076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -5237075.000000 Penalty: 12433.026367
	Iteration 45Q: 3 clusters Score -5237075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -5237070.500000 Penalty: 12433.026367
	Iteration 46Q: 3 clusters Score -5237070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -5237076.500000 Penalty: 12433.026367
	Iteration 47Q: 3 clusters Score -5237076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -5237076.500000 Penalty: 12433.026367
	Iteration 48F: 3 clusters Score -5237076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Entering Unmasked Estep 
Score: -2485611.750000 Penalty: 5768.080078
	Iteration 0F: 2 clusters Score -2485612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2473944.750000 Penalty: 11536.160156
	Iteration 0F: 3 clusters Score -2473945 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2476676.500000 Penalty: 11536.160156
	Iteration 1F: 3 clusters Score -2476676 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2477572.250000 Penalty: 11536.160156
	Iteration 2F: 3 clusters Score -2477572 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2478251.000000 Penalty: 11536.160156
	Iteration 3F: 3 clusters Score -2478251 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2478827.250000 Penalty: 11536.160156
	Iteration 4F: 3 clusters Score -2478827 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2479346.750000 Penalty: 11536.160156
	Iteration 5F: 3 clusters Score -2479347 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2479756.250000 Penalty: 11536.160156
	Iteration 6Q: 3 clusters Score -2479756 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2480104.750000 Penalty: 11536.160156
	Iteration 7Q: 3 clusters Score -2480105 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2480447.250000 Penalty: 11536.160156
	Iteration 8Q: 3 clusters Score -2480447 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2480734.750000 Penalty: 11536.160156
	Iteration 9Q: 3 clusters Score -2480735 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2480991.250000 Penalty: 11536.160156
	Iteration 10Q: 3 clusters Score -2480991 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2481224.000000 Penalty: 11536.160156
	Iteration 11Q: 3 clusters Score -2481224 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2481407.750000 Penalty: 11536.160156
	Iteration 12Q: 3 clusters Score -2481408 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2481559.500000 Penalty: 11536.160156
	Iteration 13Q: 3 clusters Score -2481560 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2481685.250000 Penalty: 11536.160156
	Iteration 14Q: 3 clusters Score -2481685 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2481779.500000 Penalty: 11536.160156
	Iteration 15Q: 3 clusters Score -2481780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2481858.000000 Penalty: 11536.160156
	Iteration 16Q: 3 clusters Score -2481858 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2481917.250000 Penalty: 11536.160156
	Iteration 17Q: 3 clusters Score -2481917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2481952.250000 Penalty: 11536.160156
	Iteration 18Q: 3 clusters Score -2481952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2481984.000000 Penalty: 11536.160156
	Iteration 19Q: 3 clusters Score -2481984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2482013.500000 Penalty: 11536.160156
	Iteration 20F: 3 clusters Score -2482014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2482029.000000 Penalty: 11536.160156
	Iteration 21Q: 3 clusters Score -2482029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2482034.750000 Penalty: 11536.160156
	Iteration 22Q: 3 clusters Score -2482035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2482051.250000 Penalty: 11536.160156
	Iteration 23Q: 3 clusters Score -2482051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2482055.000000 Penalty: 11536.160156
	Iteration 24Q: 3 clusters Score -2482055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2482070.250000 Penalty: 11536.160156
	Iteration 25Q: 3 clusters Score -2482070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2482075.250000 Penalty: 11536.160156
	Iteration 26Q: 3 clusters Score -2482075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2482078.500000 Penalty: 11536.160156
	Iteration 27Q: 3 clusters Score -2482078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2482083.250000 Penalty: 11536.160156
	Iteration 28Q: 3 clusters Score -2482083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2482089.250000 Penalty: 11536.160156
	Iteration 29Q: 3 clusters Score -2482089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2482087.000000 Penalty: 11536.160156
	Iteration 30Q: 3 clusters Score -2482087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2482090.000000 Penalty: 11536.160156
	Iteration 31Q: 3 clusters Score -2482090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2482091.000000 Penalty: 11536.160156
	Iteration 32Q: 3 clusters Score -2482091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2482090.500000 Penalty: 11536.160156
	Iteration 33Q: 3 clusters Score -2482090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2482090.500000 Penalty: 11536.160156
	Iteration 34Q: 3 clusters Score -2482090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2482091.500000 Penalty: 11536.160156
	Iteration 35Q: 3 clusters Score -2482092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2482088.500000 Penalty: 11536.160156
	Iteration 36Q: 3 clusters Score -2482088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2482096.750000 Penalty: 11536.160156
	Iteration 37Q: 3 clusters Score -2482097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2482094.500000 Penalty: 11536.160156
	Iteration 38Q: 3 clusters Score -2482094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2482094.500000 Penalty: 11536.160156
	Iteration 39F: 3 clusters Score -2482094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -161619.421875 Penalty: 4118.347656
	Iteration 0F: 2 clusters Score -161619.4 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 419 members 
Entering Unmasked Estep 
Score: -157759.171875 Penalty: 8236.695312
	Iteration 0F: 3 clusters Score -157759.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -158135.281250 Penalty: 8236.695312
	Iteration 1F: 3 clusters Score -158135.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -158416.203125 Penalty: 8236.695312
	Iteration 2F: 3 clusters Score -158416.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -158672.359375 Penalty: 8236.695312
	Iteration 3Q: 3 clusters Score -158672.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -158769.687500 Penalty: 8236.695312
	Iteration 4Q: 3 clusters Score -158769.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -158841.937500 Penalty: 8236.695312
	Iteration 5Q: 3 clusters Score -158841.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158865.093750 Penalty: 8236.695312
	Iteration 6Q: 3 clusters Score -158865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -158877.562500 Penalty: 8236.695312
	Iteration 7Q: 3 clusters Score -158877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -158891.625000 Penalty: 8236.695312
	Iteration 8Q: 3 clusters Score -158891.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -158914.343750 Penalty: 8236.695312
	Iteration 9Q: 3 clusters Score -158914.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -158930.453125 Penalty: 8236.695312
	Iteration 10Q: 3 clusters Score -158930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -158936.281250 Penalty: 8236.695312
	Iteration 11Q: 3 clusters Score -158936.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -158946.734375 Penalty: 8236.695312
	Iteration 12Q: 3 clusters Score -158946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -158949.125000 Penalty: 8236.695312
	Iteration 13Q: 3 clusters Score -158949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -158949.125000 Penalty: 8236.695312
	Iteration 14F: 3 clusters Score -158949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Entering Unmasked Estep 
Score: -17985230.000000 Penalty: 6969.717773
	Iteration 0F: 2 clusters Score -1.798523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -17925242.000000 Penalty: 13939.435547
	Iteration 0F: 3 clusters Score -1.792524e+07 nChanged 39846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -17946944.000000 Penalty: 13939.435547
	Iteration 1F: 3 clusters Score -1.794694e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -17948070.000000 Penalty: 13939.435547
	Iteration 2Q: 3 clusters Score -1.794807e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -17949110.000000 Penalty: 13939.435547
	Iteration 3Q: 3 clusters Score -1.794911e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -17949856.000000 Penalty: 13939.435547
	Iteration 4Q: 3 clusters Score -1.794986e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -17950572.000000 Penalty: 13939.435547
	Iteration 5Q: 3 clusters Score -1.795057e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -17951198.000000 Penalty: 13939.435547
	Iteration 6Q: 3 clusters Score -1.79512e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -17951998.000000 Penalty: 13939.435547
	Iteration 7Q: 3 clusters Score -1.7952e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -17952718.000000 Penalty: 13939.435547
	Iteration 8Q: 3 clusters Score -1.795272e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -17953410.000000 Penalty: 13939.435547
	Iteration 9Q: 3 clusters Score -1.795341e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -17954382.000000 Penalty: 13939.435547
	Iteration 10Q: 3 clusters Score -1.795438e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -17955356.000000 Penalty: 13939.435547
	Iteration 11Q: 3 clusters Score -1.795536e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -17956618.000000 Penalty: 13939.435547
	Iteration 12Q: 3 clusters Score -1.795662e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -17958120.000000 Penalty: 13939.435547
	Iteration 13Q: 3 clusters Score -1.795812e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -17959864.000000 Penalty: 13939.435547
	Iteration 14Q: 3 clusters Score -1.795986e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -17961800.000000 Penalty: 13939.435547
	Iteration 15Q: 3 clusters Score -1.79618e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -17963666.000000 Penalty: 13939.435547
	Iteration 16Q: 3 clusters Score -1.796367e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -17964992.000000 Penalty: 13939.435547
	Iteration 17Q: 3 clusters Score -1.796499e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -17965708.000000 Penalty: 13939.435547
	Iteration 18Q: 3 clusters Score -1.796571e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -17966198.000000 Penalty: 13939.435547
	Iteration 19Q: 3 clusters Score -1.79662e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -17966592.000000 Penalty: 13939.435547
	Iteration 20F: 3 clusters Score -1.796659e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -17966860.000000 Penalty: 13939.435547
	Iteration 21Q: 3 clusters Score -1.796686e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -17967136.000000 Penalty: 13939.435547
	Iteration 22Q: 3 clusters Score -1.796714e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -17967436.000000 Penalty: 13939.435547
	Iteration 23Q: 3 clusters Score -1.796744e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -17967612.000000 Penalty: 13939.435547
	Iteration 24Q: 3 clusters Score -1.796761e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -17967804.000000 Penalty: 13939.435547
	Iteration 25Q: 3 clusters Score -1.79678e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -17968106.000000 Penalty: 13939.435547
	Iteration 26Q: 3 clusters Score -1.796811e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -17968372.000000 Penalty: 13939.435547
	Iteration 27Q: 3 clusters Score -1.796837e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -17968640.000000 Penalty: 13939.435547
	Iteration 28Q: 3 clusters Score -1.796864e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -17968864.000000 Penalty: 13939.435547
	Iteration 29Q: 3 clusters Score -1.796886e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -17969270.000000 Penalty: 13939.435547
	Iteration 30Q: 3 clusters Score -1.796927e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -17969592.000000 Penalty: 13939.435547
	Iteration 31Q: 3 clusters Score -1.796959e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -17970050.000000 Penalty: 13939.435547
	Iteration 32Q: 3 clusters Score -1.797005e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -17970452.000000 Penalty: 13939.435547
	Iteration 33Q: 3 clusters Score -1.797045e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -17970952.000000 Penalty: 13939.435547
	Iteration 34Q: 3 clusters Score -1.797095e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -17971398.000000 Penalty: 13939.435547
	Iteration 35Q: 3 clusters Score -1.79714e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -17971936.000000 Penalty: 13939.435547
	Iteration 36Q: 3 clusters Score -1.797194e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -17972344.000000 Penalty: 13939.435547
	Iteration 37Q: 3 clusters Score -1.797234e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -17972900.000000 Penalty: 13939.435547
	Iteration 38Q: 3 clusters Score -1.79729e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -17973576.000000 Penalty: 13939.435547
	Iteration 39Q: 3 clusters Score -1.797358e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -17974142.000000 Penalty: 13939.435547
	Iteration 40F: 3 clusters Score -1.797414e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -17974788.000000 Penalty: 13939.435547
	Iteration 41Q: 3 clusters Score -1.797479e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -17975334.000000 Penalty: 13939.435547
	Iteration 42Q: 3 clusters Score -1.797533e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -17975840.000000 Penalty: 13939.435547
	Iteration 43Q: 3 clusters Score -1.797584e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -17976242.000000 Penalty: 13939.435547
	Iteration 44Q: 3 clusters Score -1.797624e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -17976618.000000 Penalty: 13939.435547
	Iteration 45Q: 3 clusters Score -1.797662e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -17976876.000000 Penalty: 13939.435547
	Iteration 46Q: 3 clusters Score -1.797688e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -17977146.000000 Penalty: 13939.435547
	Iteration 47Q: 3 clusters Score -1.797715e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -17977338.000000 Penalty: 13939.435547
	Iteration 48Q: 3 clusters Score -1.797734e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -17977516.000000 Penalty: 13939.435547
	Iteration 49Q: 3 clusters Score -1.797752e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -17977658.000000 Penalty: 13939.435547
	Iteration 50Q: 3 clusters Score -1.797766e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -17977732.000000 Penalty: 13939.435547
	Iteration 51Q: 3 clusters Score -1.797773e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -17977820.000000 Penalty: 13939.435547
	Iteration 52Q: 3 clusters Score -1.797782e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -17977908.000000 Penalty: 13939.435547
	Iteration 53Q: 3 clusters Score -1.797791e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -17977992.000000 Penalty: 13939.435547
	Iteration 54Q: 3 clusters Score -1.797799e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -17978050.000000 Penalty: 13939.435547
	Iteration 55Q: 3 clusters Score -1.797805e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -17978148.000000 Penalty: 13939.435547
	Iteration 56Q: 3 clusters Score -1.797815e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -17978200.000000 Penalty: 13939.435547
	Iteration 57Q: 3 clusters Score -1.79782e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -17978282.000000 Penalty: 13939.435547
	Iteration 58Q: 3 clusters Score -1.797828e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -17978352.000000 Penalty: 13939.435547
	Iteration 59Q: 3 clusters Score -1.797835e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84467 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -17978414.000000 Penalty: 13939.435547
	Iteration 60F: 3 clusters Score -1.797841e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -17978486.000000 Penalty: 13939.435547
	Iteration 61Q: 3 clusters Score -1.797849e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -17978492.000000 Penalty: 13939.435547
	Iteration 62Q: 3 clusters Score -1.797849e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84722 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -17978522.000000 Penalty: 13939.435547
	Iteration 63Q: 3 clusters Score -1.797852e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -17978568.000000 Penalty: 13939.435547
	Iteration 64Q: 3 clusters Score -1.797857e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -17978578.000000 Penalty: 13939.435547
	Iteration 65Q: 3 clusters Score -1.797858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -17978568.000000 Penalty: 13939.435547
	Iteration 66Q: 3 clusters Score -1.797857e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -17978568.000000 Penalty: 13939.435547
	Iteration 67Q: 3 clusters Score -1.797857e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -17978594.000000 Penalty: 13939.435547
	Iteration 68Q: 3 clusters Score -1.797859e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -17978606.000000 Penalty: 13939.435547
	Iteration 69Q: 3 clusters Score -1.797861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -17978600.000000 Penalty: 13939.435547
	Iteration 70Q: 3 clusters Score -1.79786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -17978620.000000 Penalty: 13939.435547
	Iteration 71Q: 3 clusters Score -1.797862e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -17978632.000000 Penalty: 13939.435547
	Iteration 72Q: 3 clusters Score -1.797863e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -17978660.000000 Penalty: 13939.435547
	Iteration 73Q: 3 clusters Score -1.797866e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -17978688.000000 Penalty: 13939.435547
	Iteration 74Q: 3 clusters Score -1.797869e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -17978718.000000 Penalty: 13939.435547
	Iteration 75Q: 3 clusters Score -1.797872e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85349 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17978752.000000 Penalty: 13939.435547
	Iteration 76Q: 3 clusters Score -1.797875e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -17978758.000000 Penalty: 13939.435547
	Iteration 77Q: 3 clusters Score -1.797876e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -17978770.000000 Penalty: 13939.435547
	Iteration 78Q: 3 clusters Score -1.797877e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85452 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -17978828.000000 Penalty: 13939.435547
	Iteration 79Q: 3 clusters Score -1.797883e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -17978844.000000 Penalty: 13939.435547
	Iteration 80F: 3 clusters Score -1.797884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -17978846.000000 Penalty: 13939.435547
	Iteration 81Q: 3 clusters Score -1.797885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -17978878.000000 Penalty: 13939.435547
	Iteration 82Q: 3 clusters Score -1.797888e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -17978880.000000 Penalty: 13939.435547
	Iteration 83Q: 3 clusters Score -1.797888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -17978882.000000 Penalty: 13939.435547
	Iteration 84Q: 3 clusters Score -1.797888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -17978870.000000 Penalty: 13939.435547
	Iteration 85Q: 3 clusters Score -1.797887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -17978872.000000 Penalty: 13939.435547
	Iteration 86Q: 3 clusters Score -1.797887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -17978892.000000 Penalty: 13939.435547
	Iteration 87Q: 3 clusters Score -1.797889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -17978884.000000 Penalty: 13939.435547
	Iteration 88Q: 3 clusters Score -1.797888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -17978904.000000 Penalty: 13939.435547
	Iteration 89Q: 3 clusters Score -1.79789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -17978906.000000 Penalty: 13939.435547
	Iteration 90Q: 3 clusters Score -1.797891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -17978916.000000 Penalty: 13939.435547
	Iteration 91Q: 3 clusters Score -1.797892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -17978898.000000 Penalty: 13939.435547
	Iteration 92Q: 3 clusters Score -1.79789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -17978896.000000 Penalty: 13939.435547
	Iteration 93Q: 3 clusters Score -1.79789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -17978908.000000 Penalty: 13939.435547
	Iteration 94Q: 3 clusters Score -1.797891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17978902.000000 Penalty: 13939.435547
	Iteration 95Q: 3 clusters Score -1.79789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -17978900.000000 Penalty: 13939.435547
	Iteration 96Q: 3 clusters Score -1.79789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -17978920.000000 Penalty: 13939.435547
	Iteration 97Q: 3 clusters Score -1.797892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -17978916.000000 Penalty: 13939.435547
	Iteration 98Q: 3 clusters Score -1.797892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -17978910.000000 Penalty: 13939.435547
	Iteration 99Q: 3 clusters Score -1.797891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -17978924.000000 Penalty: 13939.435547
	Iteration 100F: 3 clusters Score -1.797892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -17978928.000000 Penalty: 13939.435547
	Iteration 101Q: 3 clusters Score -1.797893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -17978924.000000 Penalty: 13939.435547
	Iteration 102Q: 3 clusters Score -1.797892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -17978922.000000 Penalty: 13939.435547
	Iteration 103Q: 3 clusters Score -1.797892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -17978914.000000 Penalty: 13939.435547
	Iteration 104Q: 3 clusters Score -1.797891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17978918.000000 Penalty: 13939.435547
	Iteration 105Q: 3 clusters Score -1.797892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -17978914.000000 Penalty: 13939.435547
	Iteration 106Q: 3 clusters Score -1.797891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17978922.000000 Penalty: 13939.435547
	Iteration 107Q: 3 clusters Score -1.797892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -17978928.000000 Penalty: 13939.435547
	Iteration 108Q: 3 clusters Score -1.797893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85734 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -17978932.000000 Penalty: 13939.435547
	Iteration 109Q: 3 clusters Score -1.797893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -17978918.000000 Penalty: 13939.435547
	Iteration 110Q: 3 clusters Score -1.797892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -17978922.000000 Penalty: 13939.435547
	Iteration 111Q: 3 clusters Score -1.797892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -17978924.000000 Penalty: 13939.435547
	Iteration 112Q: 3 clusters Score -1.797892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -17978914.000000 Penalty: 13939.435547
	Iteration 113Q: 3 clusters Score -1.797891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85752 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -17978922.000000 Penalty: 13939.435547
	Iteration 114Q: 3 clusters Score -1.797892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85755 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -17978932.000000 Penalty: 13939.435547
	Iteration 115Q: 3 clusters Score -1.797893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -17978930.000000 Penalty: 13939.435547
	Iteration 116Q: 3 clusters Score -1.797893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -17978932.000000 Penalty: 13939.435547
	Iteration 117Q: 3 clusters Score -1.797893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -17978942.000000 Penalty: 13939.435547
	Iteration 118Q: 3 clusters Score -1.797894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -17978942.000000 Penalty: 13939.435547
	Iteration 119Q: 3 clusters Score -1.797894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17978944.000000 Penalty: 13939.435547
	Iteration 120F: 3 clusters Score -1.797894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -17978948.000000 Penalty: 13939.435547
	Iteration 121Q: 3 clusters Score -1.797895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -17978952.000000 Penalty: 13939.435547
	Iteration 122Q: 3 clusters Score -1.797895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -17978952.000000 Penalty: 13939.435547
	Iteration 123Q: 3 clusters Score -1.797895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -17978950.000000 Penalty: 13939.435547
	Iteration 124Q: 3 clusters Score -1.797895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -17978952.000000 Penalty: 13939.435547
	Iteration 125Q: 3 clusters Score -1.797895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -17978956.000000 Penalty: 13939.435547
	Iteration 126Q: 3 clusters Score -1.797896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -17978966.000000 Penalty: 13939.435547
	Iteration 127Q: 3 clusters Score -1.797897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -17978972.000000 Penalty: 13939.435547
	Iteration 128Q: 3 clusters Score -1.797897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -17978972.000000 Penalty: 13939.435547
	Iteration 129F: 3 clusters Score -1.797897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Entering Unmasked Estep 
Score: -7908121.000000 Penalty: 6462.333008
	Iteration 0F: 2 clusters Score -7908121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -7880021.000000 Penalty: 12924.666016
	Iteration 0F: 3 clusters Score -7880021 nChanged 16548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -7888878.000000 Penalty: 12924.666016
	Iteration 1F: 3 clusters Score -7888878 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -7889978.000000 Penalty: 12924.666016
	Iteration 2F: 3 clusters Score -7889978 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -7891136.500000 Penalty: 12924.666016
	Iteration 3F: 3 clusters Score -7891136 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -7892356.000000 Penalty: 12924.666016
	Iteration 4F: 3 clusters Score -7892356 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -7893724.500000 Penalty: 12924.666016
	Iteration 5F: 3 clusters Score -7893724 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -7895285.000000 Penalty: 12924.666016
	Iteration 6F: 3 clusters Score -7895285 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -7896859.000000 Penalty: 12924.666016
	Iteration 7F: 3 clusters Score -7896859 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -7898242.000000 Penalty: 12924.666016
	Iteration 8F: 3 clusters Score -7898242 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -7899352.000000 Penalty: 12924.666016
	Iteration 9Q: 3 clusters Score -7899352 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -7900193.000000 Penalty: 12924.666016
	Iteration 10Q: 3 clusters Score -7900193 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -7900893.500000 Penalty: 12924.666016
	Iteration 11Q: 3 clusters Score -7900894 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -7901379.500000 Penalty: 12924.666016
	Iteration 12Q: 3 clusters Score -7901380 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -7901676.500000 Penalty: 12924.666016
	Iteration 13Q: 3 clusters Score -7901676 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -7901871.000000 Penalty: 12924.666016
	Iteration 14Q: 3 clusters Score -7901871 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -7902026.000000 Penalty: 12924.666016
	Iteration 15Q: 3 clusters Score -7902026 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -7902162.500000 Penalty: 12924.666016
	Iteration 16Q: 3 clusters Score -7902162 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -7902248.000000 Penalty: 12924.666016
	Iteration 17Q: 3 clusters Score -7902248 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -7902324.000000 Penalty: 12924.666016
	Iteration 18Q: 3 clusters Score -7902324 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -7902384.500000 Penalty: 12924.666016
	Iteration 19Q: 3 clusters Score -7902384 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -7902465.500000 Penalty: 12924.666016
	Iteration 20F: 3 clusters Score -7902466 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -7902538.000000 Penalty: 12924.666016
	Iteration 21Q: 3 clusters Score -7902538 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -7902588.000000 Penalty: 12924.666016
	Iteration 22Q: 3 clusters Score -7902588 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -7902663.500000 Penalty: 12924.666016
	Iteration 23Q: 3 clusters Score -7902664 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -7902721.500000 Penalty: 12924.666016
	Iteration 24Q: 3 clusters Score -7902722 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -7902765.500000 Penalty: 12924.666016
	Iteration 25Q: 3 clusters Score -7902766 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -7902848.000000 Penalty: 12924.666016
	Iteration 26Q: 3 clusters Score -7902848 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -7902918.500000 Penalty: 12924.666016
	Iteration 27Q: 3 clusters Score -7902918 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -7902950.000000 Penalty: 12924.666016
	Iteration 28Q: 3 clusters Score -7902950 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -7902978.500000 Penalty: 12924.666016
	Iteration 29Q: 3 clusters Score -7902978 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -7902989.500000 Penalty: 12924.666016
	Iteration 30Q: 3 clusters Score -7902990 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7903033.500000 Penalty: 12924.666016
	Iteration 31Q: 3 clusters Score -7903034 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -7903050.500000 Penalty: 12924.666016
	Iteration 32Q: 3 clusters Score -7903050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -7903092.500000 Penalty: 12924.666016
	Iteration 33Q: 3 clusters Score -7903092 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -7903112.500000 Penalty: 12924.666016
	Iteration 34Q: 3 clusters Score -7903112 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -7903125.000000 Penalty: 12924.666016
	Iteration 35Q: 3 clusters Score -7903125 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -7903155.500000 Penalty: 12924.666016
	Iteration 36Q: 3 clusters Score -7903156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -7903160.000000 Penalty: 12924.666016
	Iteration 37Q: 3 clusters Score -7903160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -7903197.000000 Penalty: 12924.666016
	Iteration 38Q: 3 clusters Score -7903197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -7903205.500000 Penalty: 12924.666016
	Iteration 39Q: 3 clusters Score -7903206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -7903220.500000 Penalty: 12924.666016
	Iteration 40F: 3 clusters Score -7903220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -7903239.500000 Penalty: 12924.666016
	Iteration 41Q: 3 clusters Score -7903240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -7903272.000000 Penalty: 12924.666016
	Iteration 42Q: 3 clusters Score -7903272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -7903288.500000 Penalty: 12924.666016
	Iteration 43Q: 3 clusters Score -7903288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -7903282.500000 Penalty: 12924.666016
	Iteration 44Q: 3 clusters Score -7903282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -7903293.000000 Penalty: 12924.666016
	Iteration 45Q: 3 clusters Score -7903293 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -7903324.500000 Penalty: 12924.666016
	Iteration 46Q: 3 clusters Score -7903324 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -7903356.500000 Penalty: 12924.666016
	Iteration 47Q: 3 clusters Score -7903356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -7903376.500000 Penalty: 12924.666016
	Iteration 48Q: 3 clusters Score -7903376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -7903414.000000 Penalty: 12924.666016
	Iteration 49Q: 3 clusters Score -7903414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -7903445.500000 Penalty: 12924.666016
	Iteration 50Q: 3 clusters Score -7903446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -7903468.500000 Penalty: 12924.666016
	Iteration 51Q: 3 clusters Score -7903468 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -7903517.000000 Penalty: 12924.666016
	Iteration 52Q: 3 clusters Score -7903517 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -7903522.500000 Penalty: 12924.666016
	Iteration 53Q: 3 clusters Score -7903522 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -7903569.000000 Penalty: 12924.666016
	Iteration 54Q: 3 clusters Score -7903569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -7903592.000000 Penalty: 12924.666016
	Iteration 55Q: 3 clusters Score -7903592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -7903592.000000 Penalty: 12924.666016
	Iteration 56Q: 3 clusters Score -7903592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7903639.000000 Penalty: 12924.666016
	Iteration 57Q: 3 clusters Score -7903639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -7903657.500000 Penalty: 12924.666016
	Iteration 58Q: 3 clusters Score -7903658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -7903696.500000 Penalty: 12924.666016
	Iteration 59Q: 3 clusters Score -7903696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -7903694.500000 Penalty: 12924.666016
	Iteration 60F: 3 clusters Score -7903694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -7903716.000000 Penalty: 12924.666016
	Iteration 61Q: 3 clusters Score -7903716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -7903734.500000 Penalty: 12924.666016
	Iteration 62Q: 3 clusters Score -7903734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -7903753.500000 Penalty: 12924.666016
	Iteration 63Q: 3 clusters Score -7903754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -7903752.500000 Penalty: 12924.666016
	Iteration 64Q: 3 clusters Score -7903752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -7903784.000000 Penalty: 12924.666016
	Iteration 65Q: 3 clusters Score -7903784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -7903785.500000 Penalty: 12924.666016
	Iteration 66Q: 3 clusters Score -7903786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -7903796.500000 Penalty: 12924.666016
	Iteration 67Q: 3 clusters Score -7903796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -7903795.000000 Penalty: 12924.666016
	Iteration 68Q: 3 clusters Score -7903795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -7903802.000000 Penalty: 12924.666016
	Iteration 69Q: 3 clusters Score -7903802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7903791.500000 Penalty: 12924.666016
	Iteration 70Q: 3 clusters Score -7903792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7903802.000000 Penalty: 12924.666016
	Iteration 71Q: 3 clusters Score -7903802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -7903797.500000 Penalty: 12924.666016
	Iteration 72Q: 3 clusters Score -7903798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -7903799.000000 Penalty: 12924.666016
	Iteration 73Q: 3 clusters Score -7903799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -7903799.000000 Penalty: 12924.666016
	Iteration 74Q: 3 clusters Score -7903799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -7903797.000000 Penalty: 12924.666016
	Iteration 75Q: 3 clusters Score -7903797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7903804.000000 Penalty: 12924.666016
	Iteration 76Q: 3 clusters Score -7903804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7903812.000000 Penalty: 12924.666016
	Iteration 77Q: 3 clusters Score -7903812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -7903810.500000 Penalty: 12924.666016
	Iteration 78Q: 3 clusters Score -7903810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -7903807.500000 Penalty: 12924.666016
	Iteration 79Q: 3 clusters Score -7903808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -7903811.500000 Penalty: 12924.666016
	Iteration 80F: 3 clusters Score -7903812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -7903810.000000 Penalty: 12924.666016
	Iteration 81Q: 3 clusters Score -7903810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -7903812.500000 Penalty: 12924.666016
	Iteration 82Q: 3 clusters Score -7903812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7903804.500000 Penalty: 12924.666016
	Iteration 83Q: 3 clusters Score -7903804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -7903804.500000 Penalty: 12924.666016
	Iteration 84Q: 3 clusters Score -7903804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -7903811.500000 Penalty: 12924.666016
	Iteration 85Q: 3 clusters Score -7903812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -7903806.000000 Penalty: 12924.666016
	Iteration 86Q: 3 clusters Score -7903806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -7903806.000000 Penalty: 12924.666016
	Iteration 87F: 3 clusters Score -7903806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Entering Unmasked Estep 
Score: -4916633.000000 Penalty: 6173.307129
	Iteration 0F: 2 clusters Score -4916633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4897730.000000 Penalty: 12346.614258
	Iteration 0F: 3 clusters Score -4897730 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4902917.500000 Penalty: 12346.614258
	Iteration 1F: 3 clusters Score -4902918 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4903626.000000 Penalty: 12346.614258
	Iteration 2F: 3 clusters Score -4903626 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4904170.500000 Penalty: 12346.614258
	Iteration 3F: 3 clusters Score -4904170 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -4904576.500000 Penalty: 12346.614258
	Iteration 4Q: 3 clusters Score -4904576 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4904950.000000 Penalty: 12346.614258
	Iteration 5Q: 3 clusters Score -4904950 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4905251.500000 Penalty: 12346.614258
	Iteration 6Q: 3 clusters Score -4905252 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4905592.500000 Penalty: 12346.614258
	Iteration 7Q: 3 clusters Score -4905592 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4905896.000000 Penalty: 12346.614258
	Iteration 8Q: 3 clusters Score -4905896 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4906243.000000 Penalty: 12346.614258
	Iteration 9Q: 3 clusters Score -4906243 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4906587.000000 Penalty: 12346.614258
	Iteration 10Q: 3 clusters Score -4906587 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4906923.000000 Penalty: 12346.614258
	Iteration 11Q: 3 clusters Score -4906923 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -4907307.000000 Penalty: 12346.614258
	Iteration 12Q: 3 clusters Score -4907307 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4907689.500000 Penalty: 12346.614258
	Iteration 13Q: 3 clusters Score -4907690 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4908140.500000 Penalty: 12346.614258
	Iteration 14Q: 3 clusters Score -4908140 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4908620.000000 Penalty: 12346.614258
	Iteration 15Q: 3 clusters Score -4908620 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4909020.500000 Penalty: 12346.614258
	Iteration 16Q: 3 clusters Score -4909020 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -4909389.000000 Penalty: 12346.614258
	Iteration 17Q: 3 clusters Score -4909389 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4909662.000000 Penalty: 12346.614258
	Iteration 18Q: 3 clusters Score -4909662 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4909900.500000 Penalty: 12346.614258
	Iteration 19Q: 3 clusters Score -4909900 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4910075.500000 Penalty: 12346.614258
	Iteration 20F: 3 clusters Score -4910076 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4910222.000000 Penalty: 12346.614258
	Iteration 21Q: 3 clusters Score -4910222 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -4910382.500000 Penalty: 12346.614258
	Iteration 22Q: 3 clusters Score -4910382 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -4910514.000000 Penalty: 12346.614258
	Iteration 23Q: 3 clusters Score -4910514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4910616.000000 Penalty: 12346.614258
	Iteration 24Q: 3 clusters Score -4910616 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4910711.500000 Penalty: 12346.614258
	Iteration 25Q: 3 clusters Score -4910712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -4910793.500000 Penalty: 12346.614258
	Iteration 26Q: 3 clusters Score -4910794 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -4910853.000000 Penalty: 12346.614258
	Iteration 27Q: 3 clusters Score -4910853 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -4910913.500000 Penalty: 12346.614258
	Iteration 28Q: 3 clusters Score -4910914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -4910960.000000 Penalty: 12346.614258
	Iteration 29Q: 3 clusters Score -4910960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -4911002.500000 Penalty: 12346.614258
	Iteration 30Q: 3 clusters Score -4911002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4911036.000000 Penalty: 12346.614258
	Iteration 31Q: 3 clusters Score -4911036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4911072.000000 Penalty: 12346.614258
	Iteration 32Q: 3 clusters Score -4911072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -4911094.000000 Penalty: 12346.614258
	Iteration 33Q: 3 clusters Score -4911094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4911119.000000 Penalty: 12346.614258
	Iteration 34Q: 3 clusters Score -4911119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4911131.500000 Penalty: 12346.614258
	Iteration 35Q: 3 clusters Score -4911132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -4911142.500000 Penalty: 12346.614258
	Iteration 36Q: 3 clusters Score -4911142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -4911161.000000 Penalty: 12346.614258
	Iteration 37Q: 3 clusters Score -4911161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -4911182.500000 Penalty: 12346.614258
	Iteration 38Q: 3 clusters Score -4911182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -4911190.500000 Penalty: 12346.614258
	Iteration 39Q: 3 clusters Score -4911190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -4911195.000000 Penalty: 12346.614258
	Iteration 40F: 3 clusters Score -4911195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4911203.500000 Penalty: 12346.614258
	Iteration 41Q: 3 clusters Score -4911204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4911216.000000 Penalty: 12346.614258
	Iteration 42Q: 3 clusters Score -4911216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -4911227.000000 Penalty: 12346.614258
	Iteration 43Q: 3 clusters Score -4911227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -4911230.500000 Penalty: 12346.614258
	Iteration 44Q: 3 clusters Score -4911230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -4911238.500000 Penalty: 12346.614258
	Iteration 45Q: 3 clusters Score -4911238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4911233.000000 Penalty: 12346.614258
	Iteration 46Q: 3 clusters Score -4911233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4911235.000000 Penalty: 12346.614258
	Iteration 47Q: 3 clusters Score -4911235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -4911237.500000 Penalty: 12346.614258
	Iteration 48Q: 3 clusters Score -4911238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -4911247.000000 Penalty: 12346.614258
	Iteration 49Q: 3 clusters Score -4911247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -4911248.000000 Penalty: 12346.614258
	Iteration 50Q: 3 clusters Score -4911248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -4911254.000000 Penalty: 12346.614258
	Iteration 51Q: 3 clusters Score -4911254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -4911256.000000 Penalty: 12346.614258
	Iteration 52Q: 3 clusters Score -4911256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -4911262.500000 Penalty: 12346.614258
	Iteration 53Q: 3 clusters Score -4911262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4911269.500000 Penalty: 12346.614258
	Iteration 54Q: 3 clusters Score -4911270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4911280.000000 Penalty: 12346.614258
	Iteration 55Q: 3 clusters Score -4911280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -4911290.500000 Penalty: 12346.614258
	Iteration 56Q: 3 clusters Score -4911290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -4911294.500000 Penalty: 12346.614258
	Iteration 57Q: 3 clusters Score -4911294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -4911304.500000 Penalty: 12346.614258
	Iteration 58Q: 3 clusters Score -4911304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -4911314.500000 Penalty: 12346.614258
	Iteration 59Q: 3 clusters Score -4911314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -4911313.000000 Penalty: 12346.614258
	Iteration 60F: 3 clusters Score -4911313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -4911316.500000 Penalty: 12346.614258
	Iteration 61Q: 3 clusters Score -4911316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4911329.500000 Penalty: 12346.614258
	Iteration 62Q: 3 clusters Score -4911330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -4911339.500000 Penalty: 12346.614258
	Iteration 63Q: 3 clusters Score -4911340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -4911339.000000 Penalty: 12346.614258
	Iteration 64Q: 3 clusters Score -4911339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -4911341.000000 Penalty: 12346.614258
	Iteration 65Q: 3 clusters Score -4911341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -4911346.000000 Penalty: 12346.614258
	Iteration 66Q: 3 clusters Score -4911346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4911349.500000 Penalty: 12346.614258
	Iteration 67Q: 3 clusters Score -4911350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4911349.000000 Penalty: 12346.614258
	Iteration 68Q: 3 clusters Score -4911349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4911351.500000 Penalty: 12346.614258
	Iteration 69Q: 3 clusters Score -4911352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4911366.000000 Penalty: 12346.614258
	Iteration 70Q: 3 clusters Score -4911366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -4911364.500000 Penalty: 12346.614258
	Iteration 71Q: 3 clusters Score -4911364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4911364.500000 Penalty: 12346.614258
	Iteration 72Q: 3 clusters Score -4911364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4911365.500000 Penalty: 12346.614258
	Iteration 73Q: 3 clusters Score -4911366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -4911365.500000 Penalty: 12346.614258
	Iteration 74Q: 3 clusters Score -4911366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4911365.000000 Penalty: 12346.614258
	Iteration 75Q: 3 clusters Score -4911365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4911367.500000 Penalty: 12346.614258
	Iteration 76Q: 3 clusters Score -4911368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4911367.500000 Penalty: 12346.614258
	Iteration 77F: 3 clusters Score -4911368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -125074.968750 Penalty: 4014.284424
	Iteration 0F: 2 clusters Score -125075 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 359 members 
Entering Unmasked Estep 
Score: -121378.445312 Penalty: 8028.568848
	Iteration 0F: 3 clusters Score -121378.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -121759.421875 Penalty: 8028.568848
	Iteration 1F: 3 clusters Score -121759.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -122118.460938 Penalty: 8028.568848
	Iteration 2F: 3 clusters Score -122118.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -122550.617188 Penalty: 8028.568848
	Iteration 3F: 3 clusters Score -122550.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -123015.421875 Penalty: 8028.568848
	Iteration 4Q: 3 clusters Score -123015.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -123259.257812 Penalty: 8028.568848
	Iteration 5Q: 3 clusters Score -123259.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123509.828125 Penalty: 8028.568848
	Iteration 6Q: 3 clusters Score -123509.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123719.460938 Penalty: 8028.568848
	Iteration 7Q: 3 clusters Score -123719.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123871.695312 Penalty: 8028.568848
	Iteration 8Q: 3 clusters Score -123871.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -123947.367188 Penalty: 8028.568848
	Iteration 9Q: 3 clusters Score -123947.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -124031.203125 Penalty: 8028.568848
	Iteration 10Q: 3 clusters Score -124031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124081.843750 Penalty: 8028.568848
	Iteration 11Q: 3 clusters Score -124081.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -124186.164062 Penalty: 8028.568848
	Iteration 12Q: 3 clusters Score -124186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -124257.984375 Penalty: 8028.568848
	Iteration 13Q: 3 clusters Score -124258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -124287.070312 Penalty: 8028.568848
	Iteration 14Q: 3 clusters Score -124287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -124308.710938 Penalty: 8028.568848
	Iteration 15Q: 3 clusters Score -124308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -124314.640625 Penalty: 8028.568848
	Iteration 16Q: 3 clusters Score -124314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -124323.156250 Penalty: 8028.568848
	Iteration 17Q: 3 clusters Score -124323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124338.718750 Penalty: 8028.568848
	Iteration 18Q: 3 clusters Score -124338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -124344.515625 Penalty: 8028.568848
	Iteration 19Q: 3 clusters Score -124344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -124346.937500 Penalty: 8028.568848
	Iteration 20F: 3 clusters Score -124346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -124363.992188 Penalty: 8028.568848
	Iteration 21Q: 3 clusters Score -124364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -124406.359375 Penalty: 8028.568848
	Iteration 22Q: 3 clusters Score -124406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -124462.781250 Penalty: 8028.568848
	Iteration 23Q: 3 clusters Score -124462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -124495.210938 Penalty: 8028.568848
	Iteration 24Q: 3 clusters Score -124495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -124525.507812 Penalty: 8028.568848
	Iteration 25Q: 3 clusters Score -124525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124566.796875 Penalty: 8028.568848
	Iteration 26Q: 3 clusters Score -124566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -124584.601562 Penalty: 8028.568848
	Iteration 27Q: 3 clusters Score -124584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -124601.062500 Penalty: 8028.568848
	Iteration 28Q: 3 clusters Score -124601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -124601.062500 Penalty: 8028.568848
	Iteration 29F: 3 clusters Score -124601.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -54150.562500 Penalty: 3594.944336
	Iteration 0F: 2 clusters Score -54150.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51400.273438 Penalty: 7189.888672
	Iteration 0F: 3 clusters Score -51400.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51664.527344 Penalty: 7189.888672
	Iteration 1F: 3 clusters Score -51664.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51742.523438 Penalty: 7189.888672
	Iteration 2Q: 3 clusters Score -51742.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51815.359375 Penalty: 7189.888672
	Iteration 3Q: 3 clusters Score -51815.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51858.566406 Penalty: 7189.888672
	Iteration 4Q: 3 clusters Score -51858.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51908.601562 Penalty: 7189.888672
	Iteration 5Q: 3 clusters Score -51908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52000.859375 Penalty: 7189.888672
	Iteration 6Q: 3 clusters Score -52000.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52170.449219 Penalty: 7189.888672
	Iteration 7Q: 3 clusters Score -52170.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52246.546875 Penalty: 7189.888672
	Iteration 8Q: 3 clusters Score -52246.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52284.363281 Penalty: 7189.888672
	Iteration 9Q: 3 clusters Score -52284.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52340.558594 Penalty: 7189.888672
	Iteration 10Q: 3 clusters Score -52340.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52340.558594 Penalty: 7189.888672
	Iteration 11F: 3 clusters Score -52340.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75275 members 
Mstep: Class 5 contains 42339 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 31816 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38206 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420704.000000 Penalty: 191086.562500
Iteration 119Q: 25 clusters Score -8.94207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75274 members 
Mstep: Class 5 contains 42338 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 31817 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420680.000000 Penalty: 191086.562500
Iteration 120F: 25 clusters Score -8.942068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42337 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31818 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420712.000000 Penalty: 191086.562500
Iteration 121Q: 25 clusters Score -8.942071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420696.000000 Penalty: 191086.562500
Iteration 122Q: 25 clusters Score -8.94207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420696.000000 Penalty: 191086.562500
Iteration 123F: 25 clusters Score -8.94207e+07 nChanged 0
Entering ConstructFrom: 
Score: -89420696.000000 Penalty: 191086.562500
Entering ConstructFrom: 
Trying to split cluster 1 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -265229.218750 Penalty: 4486.250000
	Iteration 0F: 2 clusters Score -265229.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -260721.937500 Penalty: 8972.500000
	Iteration 0F: 3 clusters Score -260721.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -261622.390625 Penalty: 8972.500000
	Iteration 1F: 3 clusters Score -261622.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -262752.062500 Penalty: 8972.500000
	Iteration 2F: 3 clusters Score -262752.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -264072.187500 Penalty: 8972.500000
	Iteration 3F: 3 clusters Score -264072.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -264588.093750 Penalty: 8972.500000
	Iteration 4F: 3 clusters Score -264588.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -264982.343750 Penalty: 8972.500000
	Iteration 5Q: 3 clusters Score -264982.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -265582.406250 Penalty: 8972.500000
	Iteration 6Q: 3 clusters Score -265582.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -266426.812500 Penalty: 8972.500000
	Iteration 7F: 3 clusters Score -266426.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -267708.750000 Penalty: 8972.500000
	Iteration 8F: 3 clusters Score -267708.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -268370.812500 Penalty: 8972.500000
	Iteration 9Q: 3 clusters Score -268370.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -268731.062500 Penalty: 8972.500000
	Iteration 10Q: 3 clusters Score -268731.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -268904.625000 Penalty: 8972.500000
	Iteration 11Q: 3 clusters Score -268904.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -268949.968750 Penalty: 8972.500000
	Iteration 12Q: 3 clusters Score -268950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -268986.312500 Penalty: 8972.500000
	Iteration 13Q: 3 clusters Score -268986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -269001.718750 Penalty: 8972.500000
	Iteration 14Q: 3 clusters Score -269001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -269004.656250 Penalty: 8972.500000
	Iteration 15Q: 3 clusters Score -269004.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -269047.937500 Penalty: 8972.500000
	Iteration 16F: 3 clusters Score -269047.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -269159.500000 Penalty: 8972.500000
	Iteration 17Q: 3 clusters Score -269159.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -269355.468750 Penalty: 8972.500000
	Iteration 18Q: 3 clusters Score -269355.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -269742.031250 Penalty: 8972.500000
	Iteration 19Q: 3 clusters Score -269742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -270399.031250 Penalty: 8972.500000
	Iteration 20F: 3 clusters Score -270399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -270878.906250 Penalty: 8972.500000
	Iteration 21Q: 3 clusters Score -270878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -270878.906250 Penalty: 8972.500000
	Iteration 22F: 3 clusters Score -270878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Mstep: Class 25 contains 705 members 
Entering Unmasked Estep 
Score: -89422912.000000 Penalty: 199048.500000
Splitting cluster 1 changes total score from -89420696.000000 to -89422912.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 2 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -67564.601562 Penalty: 3668.238770
	Iteration 0F: 2 clusters Score -67564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64345.750000 Penalty: 7336.477539
	Iteration 0F: 3 clusters Score -64345.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64503.027344 Penalty: 7336.477539
	Iteration 1F: 3 clusters Score -64503.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64631.128906 Penalty: 7336.477539
	Iteration 2Q: 3 clusters Score -64631.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64645.554688 Penalty: 7336.477539
	Iteration 3Q: 3 clusters Score -64645.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64660.480469 Penalty: 7336.477539
	Iteration 4Q: 3 clusters Score -64660.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64678.402344 Penalty: 7336.477539
	Iteration 5Q: 3 clusters Score -64678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -64713.929688 Penalty: 7336.477539
	Iteration 6Q: 3 clusters Score -64713.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64753.257812 Penalty: 7336.477539
	Iteration 7Q: 3 clusters Score -64753.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -64869.710938 Penalty: 7336.477539
	Iteration 8Q: 3 clusters Score -64869.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64905.332031 Penalty: 7336.477539
	Iteration 9Q: 3 clusters Score -64905.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64921.765625 Penalty: 7336.477539
	Iteration 10Q: 3 clusters Score -64921.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64921.765625 Penalty: 7336.477539
	Iteration 11F: 3 clusters Score -64921.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -92137.492188 Penalty: 3814.962891
	Iteration 0F: 2 clusters Score -92137.49 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 235 members 
Entering Unmasked Estep 
Score: -88732.156250 Penalty: 7629.925781
	Iteration 0F: 3 clusters Score -88732.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -88880.390625 Penalty: 7629.925781
	Iteration 1F: 3 clusters Score -88880.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -88925.007812 Penalty: 7629.925781
	Iteration 2Q: 3 clusters Score -88925.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -88927.804688 Penalty: 7629.925781
	Iteration 3Q: 3 clusters Score -88927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -88927.804688 Penalty: 7629.925781
	Iteration 4F: 3 clusters Score -88927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (75273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Entering Unmasked Estep 
Score: -15591572.000000 Penalty: 6877.687012
	Iteration 0F: 2 clusters Score -1.559157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -15539315.000000 Penalty: 13755.374023
	Iteration 0F: 3 clusters Score -1.553932e+07 nChanged 34045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -15557864.000000 Penalty: 13755.374023
	Iteration 1F: 3 clusters Score -1.555786e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -15558904.000000 Penalty: 13755.374023
	Iteration 2Q: 3 clusters Score -1.55589e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -15559830.000000 Penalty: 13755.374023
	Iteration 3Q: 3 clusters Score -1.555983e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -15560837.000000 Penalty: 13755.374023
	Iteration 4Q: 3 clusters Score -1.556084e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -15562147.000000 Penalty: 13755.374023
	Iteration 5Q: 3 clusters Score -1.556215e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -15563652.000000 Penalty: 13755.374023
	Iteration 6Q: 3 clusters Score -1.556365e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -15565594.000000 Penalty: 13755.374023
	Iteration 7Q: 3 clusters Score -1.556559e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -15568226.000000 Penalty: 13755.374023
	Iteration 8F: 3 clusters Score -1.556823e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -15571144.000000 Penalty: 13755.374023
	Iteration 9F: 3 clusters Score -1.557114e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -15573607.000000 Penalty: 13755.374023
	Iteration 10F: 3 clusters Score -1.557361e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -15575781.000000 Penalty: 13755.374023
	Iteration 11Q: 3 clusters Score -1.557578e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -15577323.000000 Penalty: 13755.374023
	Iteration 12Q: 3 clusters Score -1.557732e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -15578414.000000 Penalty: 13755.374023
	Iteration 13Q: 3 clusters Score -1.557841e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -15579107.000000 Penalty: 13755.374023
	Iteration 14Q: 3 clusters Score -1.557911e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -15579658.000000 Penalty: 13755.374023
	Iteration 15Q: 3 clusters Score -1.557966e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -15579997.000000 Penalty: 13755.374023
	Iteration 16Q: 3 clusters Score -1.558e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -15580330.000000 Penalty: 13755.374023
	Iteration 17Q: 3 clusters Score -1.558033e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -15580551.000000 Penalty: 13755.374023
	Iteration 18Q: 3 clusters Score -1.558055e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -15580657.000000 Penalty: 13755.374023
	Iteration 19Q: 3 clusters Score -1.558066e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -15580787.000000 Penalty: 13755.374023
	Iteration 20F: 3 clusters Score -1.558079e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -15580925.000000 Penalty: 13755.374023
	Iteration 21Q: 3 clusters Score -1.558092e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -15580969.000000 Penalty: 13755.374023
	Iteration 22Q: 3 clusters Score -1.558097e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -15580987.000000 Penalty: 13755.374023
	Iteration 23Q: 3 clusters Score -1.558099e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -15581031.000000 Penalty: 13755.374023
	Iteration 24Q: 3 clusters Score -1.558103e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -15581108.000000 Penalty: 13755.374023
	Iteration 25Q: 3 clusters Score -1.558111e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -15581186.000000 Penalty: 13755.374023
	Iteration 26Q: 3 clusters Score -1.558119e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -15581263.000000 Penalty: 13755.374023
	Iteration 27Q: 3 clusters Score -1.558126e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -15581374.000000 Penalty: 13755.374023
	Iteration 28Q: 3 clusters Score -1.558137e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -15581448.000000 Penalty: 13755.374023
	Iteration 29Q: 3 clusters Score -1.558145e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -15581557.000000 Penalty: 13755.374023
	Iteration 30Q: 3 clusters Score -1.558156e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -15581735.000000 Penalty: 13755.374023
	Iteration 31Q: 3 clusters Score -1.558174e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -15581852.000000 Penalty: 13755.374023
	Iteration 32Q: 3 clusters Score -1.558185e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -15582064.000000 Penalty: 13755.374023
	Iteration 33Q: 3 clusters Score -1.558206e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -15582354.000000 Penalty: 13755.374023
	Iteration 34Q: 3 clusters Score -1.558235e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -15582722.000000 Penalty: 13755.374023
	Iteration 35Q: 3 clusters Score -1.558272e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -15583103.000000 Penalty: 13755.374023
	Iteration 36Q: 3 clusters Score -1.55831e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -15583514.000000 Penalty: 13755.374023
	Iteration 37Q: 3 clusters Score -1.558351e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -15583906.000000 Penalty: 13755.374023
	Iteration 38Q: 3 clusters Score -1.558391e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -15584097.000000 Penalty: 13755.374023
	Iteration 39Q: 3 clusters Score -1.55841e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -15584261.000000 Penalty: 13755.374023
	Iteration 40F: 3 clusters Score -1.558426e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -15584421.000000 Penalty: 13755.374023
	Iteration 41Q: 3 clusters Score -1.558442e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -15584516.000000 Penalty: 13755.374023
	Iteration 42Q: 3 clusters Score -1.558452e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -15584637.000000 Penalty: 13755.374023
	Iteration 43Q: 3 clusters Score -1.558464e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -15584741.000000 Penalty: 13755.374023
	Iteration 44Q: 3 clusters Score -1.558474e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -15584831.000000 Penalty: 13755.374023
	Iteration 45Q: 3 clusters Score -1.558483e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -15584953.000000 Penalty: 13755.374023
	Iteration 46Q: 3 clusters Score -1.558495e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -15585031.000000 Penalty: 13755.374023
	Iteration 47Q: 3 clusters Score -1.558503e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -15585095.000000 Penalty: 13755.374023
	Iteration 48Q: 3 clusters Score -1.55851e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -15585136.000000 Penalty: 13755.374023
	Iteration 49Q: 3 clusters Score -1.558514e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -15585226.000000 Penalty: 13755.374023
	Iteration 50Q: 3 clusters Score -1.558523e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -15585194.000000 Penalty: 13755.374023
	Iteration 51Q: 3 clusters Score -1.558519e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -15585234.000000 Penalty: 13755.374023
	Iteration 52Q: 3 clusters Score -1.558523e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -15585284.000000 Penalty: 13755.374023
	Iteration 53Q: 3 clusters Score -1.558528e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -15585276.000000 Penalty: 13755.374023
	Iteration 54Q: 3 clusters Score -1.558528e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -15585298.000000 Penalty: 13755.374023
	Iteration 55Q: 3 clusters Score -1.55853e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -15585319.000000 Penalty: 13755.374023
	Iteration 56Q: 3 clusters Score -1.558532e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -15585322.000000 Penalty: 13755.374023
	Iteration 57Q: 3 clusters Score -1.558532e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -15585358.000000 Penalty: 13755.374023
	Iteration 58Q: 3 clusters Score -1.558536e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -15585371.000000 Penalty: 13755.374023
	Iteration 59Q: 3 clusters Score -1.558537e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -15585384.000000 Penalty: 13755.374023
	Iteration 60F: 3 clusters Score -1.558538e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -15585405.000000 Penalty: 13755.374023
	Iteration 61Q: 3 clusters Score -1.55854e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -15585409.000000 Penalty: 13755.374023
	Iteration 62Q: 3 clusters Score -1.558541e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -15585428.000000 Penalty: 13755.374023
	Iteration 63Q: 3 clusters Score -1.558543e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -15585432.000000 Penalty: 13755.374023
	Iteration 64Q: 3 clusters Score -1.558543e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -15585437.000000 Penalty: 13755.374023
	Iteration 65Q: 3 clusters Score -1.558544e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -15585458.000000 Penalty: 13755.374023
	Iteration 66Q: 3 clusters Score -1.558546e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -15585465.000000 Penalty: 13755.374023
	Iteration 67Q: 3 clusters Score -1.558546e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -15585475.000000 Penalty: 13755.374023
	Iteration 68Q: 3 clusters Score -1.558548e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -15585472.000000 Penalty: 13755.374023
	Iteration 69Q: 3 clusters Score -1.558547e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -15585480.000000 Penalty: 13755.374023
	Iteration 70Q: 3 clusters Score -1.558548e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -15585456.000000 Penalty: 13755.374023
	Iteration 71Q: 3 clusters Score -1.558546e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -15585490.000000 Penalty: 13755.374023
	Iteration 72Q: 3 clusters Score -1.558549e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -15585481.000000 Penalty: 13755.374023
	Iteration 73Q: 3 clusters Score -1.558548e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -15585474.000000 Penalty: 13755.374023
	Iteration 74Q: 3 clusters Score -1.558547e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -15585486.000000 Penalty: 13755.374023
	Iteration 75Q: 3 clusters Score -1.558549e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -15585468.000000 Penalty: 13755.374023
	Iteration 76Q: 3 clusters Score -1.558547e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -15585510.000000 Penalty: 13755.374023
	Iteration 77Q: 3 clusters Score -1.558551e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -15585510.000000 Penalty: 13755.374023
	Iteration 78Q: 3 clusters Score -1.558551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -15585516.000000 Penalty: 13755.374023
	Iteration 79Q: 3 clusters Score -1.558552e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -15585506.000000 Penalty: 13755.374023
	Iteration 80F: 3 clusters Score -1.558551e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -15585510.000000 Penalty: 13755.374023
	Iteration 81Q: 3 clusters Score -1.558551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -15585512.000000 Penalty: 13755.374023
	Iteration 82Q: 3 clusters Score -1.558551e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -15585521.000000 Penalty: 13755.374023
	Iteration 83Q: 3 clusters Score -1.558552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -15585518.000000 Penalty: 13755.374023
	Iteration 84Q: 3 clusters Score -1.558552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -15585531.000000 Penalty: 13755.374023
	Iteration 85Q: 3 clusters Score -1.558553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -15585522.000000 Penalty: 13755.374023
	Iteration 86Q: 3 clusters Score -1.558552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -15585531.000000 Penalty: 13755.374023
	Iteration 87Q: 3 clusters Score -1.558553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -15585519.000000 Penalty: 13755.374023
	Iteration 88Q: 3 clusters Score -1.558552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -15585536.000000 Penalty: 13755.374023
	Iteration 89Q: 3 clusters Score -1.558554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -15585532.000000 Penalty: 13755.374023
	Iteration 90Q: 3 clusters Score -1.558553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -15585536.000000 Penalty: 13755.374023
	Iteration 91Q: 3 clusters Score -1.558554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -15585538.000000 Penalty: 13755.374023
	Iteration 92Q: 3 clusters Score -1.558554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -15585562.000000 Penalty: 13755.374023
	Iteration 93Q: 3 clusters Score -1.558556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -15585565.000000 Penalty: 13755.374023
	Iteration 94Q: 3 clusters Score -1.558556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -15585559.000000 Penalty: 13755.374023
	Iteration 95Q: 3 clusters Score -1.558556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -15585560.000000 Penalty: 13755.374023
	Iteration 96Q: 3 clusters Score -1.558556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -15585546.000000 Penalty: 13755.374023
	Iteration 97Q: 3 clusters Score -1.558555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -15585544.000000 Penalty: 13755.374023
	Iteration 98Q: 3 clusters Score -1.558554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -15585538.000000 Penalty: 13755.374023
	Iteration 99Q: 3 clusters Score -1.558554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -15585514.000000 Penalty: 13755.374023
	Iteration 100F: 3 clusters Score -1.558551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -15585511.000000 Penalty: 13755.374023
	Iteration 101Q: 3 clusters Score -1.558551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -15585519.000000 Penalty: 13755.374023
	Iteration 102Q: 3 clusters Score -1.558552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -15585531.000000 Penalty: 13755.374023
	Iteration 103Q: 3 clusters Score -1.558553e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -15585518.000000 Penalty: 13755.374023
	Iteration 104Q: 3 clusters Score -1.558552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -15585510.000000 Penalty: 13755.374023
	Iteration 105Q: 3 clusters Score -1.558551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -15585536.000000 Penalty: 13755.374023
	Iteration 106Q: 3 clusters Score -1.558554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -15585548.000000 Penalty: 13755.374023
	Iteration 107Q: 3 clusters Score -1.558555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -15585554.000000 Penalty: 13755.374023
	Iteration 108Q: 3 clusters Score -1.558555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -15585540.000000 Penalty: 13755.374023
	Iteration 109Q: 3 clusters Score -1.558554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -15585530.000000 Penalty: 13755.374023
	Iteration 110Q: 3 clusters Score -1.558553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -15585554.000000 Penalty: 13755.374023
	Iteration 111Q: 3 clusters Score -1.558555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -15585546.000000 Penalty: 13755.374023
	Iteration 112Q: 3 clusters Score -1.558555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -15585567.000000 Penalty: 13755.374023
	Iteration 113Q: 3 clusters Score -1.558557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -15585581.000000 Penalty: 13755.374023
	Iteration 114Q: 3 clusters Score -1.558558e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -15585597.000000 Penalty: 13755.374023
	Iteration 115Q: 3 clusters Score -1.55856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -15585607.000000 Penalty: 13755.374023
	Iteration 116Q: 3 clusters Score -1.558561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -15585594.000000 Penalty: 13755.374023
	Iteration 117Q: 3 clusters Score -1.558559e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -15585623.000000 Penalty: 13755.374023
	Iteration 118Q: 3 clusters Score -1.558562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -15585634.000000 Penalty: 13755.374023
	Iteration 119Q: 3 clusters Score -1.558563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -15585631.000000 Penalty: 13755.374023
	Iteration 120F: 3 clusters Score -1.558563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -15585621.000000 Penalty: 13755.374023
	Iteration 121Q: 3 clusters Score -1.558562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -15585617.000000 Penalty: 13755.374023
	Iteration 122Q: 3 clusters Score -1.558562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -15585625.000000 Penalty: 13755.374023
	Iteration 123Q: 3 clusters Score -1.558562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -15585636.000000 Penalty: 13755.374023
	Iteration 124Q: 3 clusters Score -1.558564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -15585632.000000 Penalty: 13755.374023
	Iteration 125Q: 3 clusters Score -1.558563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -15585627.000000 Penalty: 13755.374023
	Iteration 126Q: 3 clusters Score -1.558563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -15585638.000000 Penalty: 13755.374023
	Iteration 127Q: 3 clusters Score -1.558564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -15585625.000000 Penalty: 13755.374023
	Iteration 128Q: 3 clusters Score -1.558562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -15585648.000000 Penalty: 13755.374023
	Iteration 129Q: 3 clusters Score -1.558565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -15585640.000000 Penalty: 13755.374023
	Iteration 130Q: 3 clusters Score -1.558564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -15585639.000000 Penalty: 13755.374023
	Iteration 131Q: 3 clusters Score -1.558564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -15585660.000000 Penalty: 13755.374023
	Iteration 132Q: 3 clusters Score -1.558566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -15585668.000000 Penalty: 13755.374023
	Iteration 133Q: 3 clusters Score -1.558567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -15585653.000000 Penalty: 13755.374023
	Iteration 134Q: 3 clusters Score -1.558565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -15585638.000000 Penalty: 13755.374023
	Iteration 135Q: 3 clusters Score -1.558564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -15585646.000000 Penalty: 13755.374023
	Iteration 136Q: 3 clusters Score -1.558565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -15585655.000000 Penalty: 13755.374023
	Iteration 137Q: 3 clusters Score -1.558566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -15585644.000000 Penalty: 13755.374023
	Iteration 138Q: 3 clusters Score -1.558564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -15585663.000000 Penalty: 13755.374023
	Iteration 139Q: 3 clusters Score -1.558566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -15585668.000000 Penalty: 13755.374023
	Iteration 140F: 3 clusters Score -1.558567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -15585660.000000 Penalty: 13755.374023
	Iteration 141Q: 3 clusters Score -1.558566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -15585653.000000 Penalty: 13755.374023
	Iteration 142Q: 3 clusters Score -1.558565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -15585659.000000 Penalty: 13755.374023
	Iteration 143Q: 3 clusters Score -1.558566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -15585673.000000 Penalty: 13755.374023
	Iteration 144Q: 3 clusters Score -1.558567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -15585656.000000 Penalty: 13755.374023
	Iteration 145Q: 3 clusters Score -1.558566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -15585664.000000 Penalty: 13755.374023
	Iteration 146Q: 3 clusters Score -1.558566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -15585662.000000 Penalty: 13755.374023
	Iteration 147Q: 3 clusters Score -1.558566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -15585653.000000 Penalty: 13755.374023
	Iteration 148Q: 3 clusters Score -1.558565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -15585655.000000 Penalty: 13755.374023
	Iteration 149Q: 3 clusters Score -1.558566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -15585665.000000 Penalty: 13755.374023
	Iteration 150Q: 3 clusters Score -1.558566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -15585648.000000 Penalty: 13755.374023
	Iteration 151Q: 3 clusters Score -1.558565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -15585666.000000 Penalty: 13755.374023
	Iteration 152Q: 3 clusters Score -1.558567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -15585667.000000 Penalty: 13755.374023
	Iteration 153Q: 3 clusters Score -1.558567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -15585663.000000 Penalty: 13755.374023
	Iteration 154Q: 3 clusters Score -1.558566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -15585665.000000 Penalty: 13755.374023
	Iteration 155Q: 3 clusters Score -1.558566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -15585666.000000 Penalty: 13755.374023
	Iteration 156Q: 3 clusters Score -1.558567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -15585671.000000 Penalty: 13755.374023
	Iteration 157Q: 3 clusters Score -1.558567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -15585670.000000 Penalty: 13755.374023
	Iteration 158Q: 3 clusters Score -1.558567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -15585670.000000 Penalty: 13755.374023
	Iteration 159F: 3 clusters Score -1.558567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Entering Unmasked Estep 
Score: -8785802.000000 Penalty: 6525.203125
	Iteration 0F: 2 clusters Score -8785802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -8754919.000000 Penalty: 13050.406250
	Iteration 0F: 3 clusters Score -8754919 nChanged 18687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -8764597.000000 Penalty: 13050.406250
	Iteration 1F: 3 clusters Score -8764597 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -8765477.000000 Penalty: 13050.406250
	Iteration 2F: 3 clusters Score -8765477 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -8766138.000000 Penalty: 13050.406250
	Iteration 3Q: 3 clusters Score -8766138 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -8766572.000000 Penalty: 13050.406250
	Iteration 4Q: 3 clusters Score -8766572 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -8766983.000000 Penalty: 13050.406250
	Iteration 5Q: 3 clusters Score -8766983 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -8767526.000000 Penalty: 13050.406250
	Iteration 6Q: 3 clusters Score -8767526 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -8768041.000000 Penalty: 13050.406250
	Iteration 7Q: 3 clusters Score -8768041 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -8768716.000000 Penalty: 13050.406250
	Iteration 8Q: 3 clusters Score -8768716 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -8769698.000000 Penalty: 13050.406250
	Iteration 9Q: 3 clusters Score -8769698 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -8770978.000000 Penalty: 13050.406250
	Iteration 10F: 3 clusters Score -8770978 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -8772431.000000 Penalty: 13050.406250
	Iteration 11F: 3 clusters Score -8772431 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -8774070.000000 Penalty: 13050.406250
	Iteration 12F: 3 clusters Score -8774070 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -8775579.000000 Penalty: 13050.406250
	Iteration 13Q: 3 clusters Score -8775579 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -8776846.000000 Penalty: 13050.406250
	Iteration 14Q: 3 clusters Score -8776846 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -8777760.000000 Penalty: 13050.406250
	Iteration 15Q: 3 clusters Score -8777760 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -8778397.000000 Penalty: 13050.406250
	Iteration 16Q: 3 clusters Score -8778397 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -8778839.000000 Penalty: 13050.406250
	Iteration 17Q: 3 clusters Score -8778839 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -8779158.000000 Penalty: 13050.406250
	Iteration 18Q: 3 clusters Score -8779158 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -8779413.000000 Penalty: 13050.406250
	Iteration 19Q: 3 clusters Score -8779413 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -8779547.000000 Penalty: 13050.406250
	Iteration 20F: 3 clusters Score -8779547 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -8779661.000000 Penalty: 13050.406250
	Iteration 21Q: 3 clusters Score -8779661 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8779745.000000 Penalty: 13050.406250
	Iteration 22Q: 3 clusters Score -8779745 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -8779786.000000 Penalty: 13050.406250
	Iteration 23Q: 3 clusters Score -8779786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -8779844.000000 Penalty: 13050.406250
	Iteration 24Q: 3 clusters Score -8779844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -8779881.000000 Penalty: 13050.406250
	Iteration 25Q: 3 clusters Score -8779881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -8779950.000000 Penalty: 13050.406250
	Iteration 26Q: 3 clusters Score -8779950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -8779969.000000 Penalty: 13050.406250
	Iteration 27Q: 3 clusters Score -8779969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -8779995.000000 Penalty: 13050.406250
	Iteration 28Q: 3 clusters Score -8779995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -8779991.000000 Penalty: 13050.406250
	Iteration 29Q: 3 clusters Score -8779991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -8780009.000000 Penalty: 13050.406250
	Iteration 30Q: 3 clusters Score -8780009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -8780023.000000 Penalty: 13050.406250
	Iteration 31Q: 3 clusters Score -8780023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -8780040.000000 Penalty: 13050.406250
	Iteration 32Q: 3 clusters Score -8780040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -8780044.000000 Penalty: 13050.406250
	Iteration 33Q: 3 clusters Score -8780044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -8780061.000000 Penalty: 13050.406250
	Iteration 34Q: 3 clusters Score -8780061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -8780063.000000 Penalty: 13050.406250
	Iteration 35Q: 3 clusters Score -8780063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -8780056.000000 Penalty: 13050.406250
	Iteration 36Q: 3 clusters Score -8780056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -8780069.000000 Penalty: 13050.406250
	Iteration 37Q: 3 clusters Score -8780069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -8780060.000000 Penalty: 13050.406250
	Iteration 38Q: 3 clusters Score -8780060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8780072.000000 Penalty: 13050.406250
	Iteration 39Q: 3 clusters Score -8780072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -8780077.000000 Penalty: 13050.406250
	Iteration 40F: 3 clusters Score -8780077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -8780088.000000 Penalty: 13050.406250
	Iteration 41Q: 3 clusters Score -8780088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -8780079.000000 Penalty: 13050.406250
	Iteration 42Q: 3 clusters Score -8780079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -8780079.000000 Penalty: 13050.406250
	Iteration 43F: 3 clusters Score -8780079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Entering Unmasked Estep 
Score: -4551484.500000 Penalty: 6120.549316
	Iteration 0F: 2 clusters Score -4551484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -4533759.500000 Penalty: 12241.098633
	Iteration 0F: 3 clusters Score -4533760 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -4538385.500000 Penalty: 12241.098633
	Iteration 1F: 3 clusters Score -4538386 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4538997.000000 Penalty: 12241.098633
	Iteration 2F: 3 clusters Score -4538997 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -4539414.500000 Penalty: 12241.098633
	Iteration 3Q: 3 clusters Score -4539414 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4539657.500000 Penalty: 12241.098633
	Iteration 4Q: 3 clusters Score -4539658 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4539894.000000 Penalty: 12241.098633
	Iteration 5Q: 3 clusters Score -4539894 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -4540087.000000 Penalty: 12241.098633
	Iteration 6Q: 3 clusters Score -4540087 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4540255.500000 Penalty: 12241.098633
	Iteration 7Q: 3 clusters Score -4540256 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4540449.000000 Penalty: 12241.098633
	Iteration 8Q: 3 clusters Score -4540449 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4540646.500000 Penalty: 12241.098633
	Iteration 9Q: 3 clusters Score -4540646 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -4540815.000000 Penalty: 12241.098633
	Iteration 10Q: 3 clusters Score -4540815 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4541060.500000 Penalty: 12241.098633
	Iteration 11Q: 3 clusters Score -4541060 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4541337.500000 Penalty: 12241.098633
	Iteration 12Q: 3 clusters Score -4541338 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4541660.500000 Penalty: 12241.098633
	Iteration 13Q: 3 clusters Score -4541660 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4542102.500000 Penalty: 12241.098633
	Iteration 14Q: 3 clusters Score -4542102 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4542594.500000 Penalty: 12241.098633
	Iteration 15Q: 3 clusters Score -4542594 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4543126.000000 Penalty: 12241.098633
	Iteration 16Q: 3 clusters Score -4543126 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4543677.500000 Penalty: 12241.098633
	Iteration 17Q: 3 clusters Score -4543678 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4544193.000000 Penalty: 12241.098633
	Iteration 18Q: 3 clusters Score -4544193 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4544604.000000 Penalty: 12241.098633
	Iteration 19Q: 3 clusters Score -4544604 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4544949.000000 Penalty: 12241.098633
	Iteration 20F: 3 clusters Score -4544949 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4545226.000000 Penalty: 12241.098633
	Iteration 21Q: 3 clusters Score -4545226 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4545456.000000 Penalty: 12241.098633
	Iteration 22Q: 3 clusters Score -4545456 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4545619.000000 Penalty: 12241.098633
	Iteration 23Q: 3 clusters Score -4545619 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4545750.500000 Penalty: 12241.098633
	Iteration 24Q: 3 clusters Score -4545750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4545847.500000 Penalty: 12241.098633
	Iteration 25Q: 3 clusters Score -4545848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4545917.500000 Penalty: 12241.098633
	Iteration 26Q: 3 clusters Score -4545918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4545946.000000 Penalty: 12241.098633
	Iteration 27Q: 3 clusters Score -4545946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4545963.500000 Penalty: 12241.098633
	Iteration 28Q: 3 clusters Score -4545964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4546009.500000 Penalty: 12241.098633
	Iteration 29Q: 3 clusters Score -4546010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4546041.500000 Penalty: 12241.098633
	Iteration 30Q: 3 clusters Score -4546042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4546061.000000 Penalty: 12241.098633
	Iteration 31Q: 3 clusters Score -4546061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4546079.000000 Penalty: 12241.098633
	Iteration 32Q: 3 clusters Score -4546079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4546101.500000 Penalty: 12241.098633
	Iteration 33Q: 3 clusters Score -4546102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4546114.000000 Penalty: 12241.098633
	Iteration 34Q: 3 clusters Score -4546114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4546117.500000 Penalty: 12241.098633
	Iteration 35Q: 3 clusters Score -4546118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4546124.500000 Penalty: 12241.098633
	Iteration 36Q: 3 clusters Score -4546124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4546120.000000 Penalty: 12241.098633
	Iteration 37Q: 3 clusters Score -4546120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4546126.500000 Penalty: 12241.098633
	Iteration 38Q: 3 clusters Score -4546126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4546126.500000 Penalty: 12241.098633
	Iteration 39F: 3 clusters Score -4546126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Entering Unmasked Estep 
Score: -4873807.000000 Penalty: 6167.237305
	Iteration 0F: 2 clusters Score -4873807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4855004.500000 Penalty: 12334.474609
	Iteration 0F: 3 clusters Score -4855004 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -4860248.500000 Penalty: 12334.474609
	Iteration 1F: 3 clusters Score -4860248 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -4860787.500000 Penalty: 12334.474609
	Iteration 2F: 3 clusters Score -4860788 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -4861195.000000 Penalty: 12334.474609
	Iteration 3Q: 3 clusters Score -4861195 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4861455.000000 Penalty: 12334.474609
	Iteration 4Q: 3 clusters Score -4861455 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4861662.000000 Penalty: 12334.474609
	Iteration 5Q: 3 clusters Score -4861662 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4861872.500000 Penalty: 12334.474609
	Iteration 6Q: 3 clusters Score -4861872 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4862013.500000 Penalty: 12334.474609
	Iteration 7Q: 3 clusters Score -4862014 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -4862146.500000 Penalty: 12334.474609
	Iteration 8Q: 3 clusters Score -4862146 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4862288.500000 Penalty: 12334.474609
	Iteration 9Q: 3 clusters Score -4862288 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4862424.500000 Penalty: 12334.474609
	Iteration 10Q: 3 clusters Score -4862424 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -4862560.000000 Penalty: 12334.474609
	Iteration 11Q: 3 clusters Score -4862560 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4862751.500000 Penalty: 12334.474609
	Iteration 12Q: 3 clusters Score -4862752 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -4862933.500000 Penalty: 12334.474609
	Iteration 13Q: 3 clusters Score -4862934 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -4863209.500000 Penalty: 12334.474609
	Iteration 14Q: 3 clusters Score -4863210 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4863487.500000 Penalty: 12334.474609
	Iteration 15Q: 3 clusters Score -4863488 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -4863830.000000 Penalty: 12334.474609
	Iteration 16Q: 3 clusters Score -4863830 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -4864237.500000 Penalty: 12334.474609
	Iteration 17Q: 3 clusters Score -4864238 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -4864731.500000 Penalty: 12334.474609
	Iteration 18Q: 3 clusters Score -4864732 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4865299.000000 Penalty: 12334.474609
	Iteration 19Q: 3 clusters Score -4865299 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4865894.500000 Penalty: 12334.474609
	Iteration 20F: 3 clusters Score -4865894 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4866416.500000 Penalty: 12334.474609
	Iteration 21Q: 3 clusters Score -4866416 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4866882.500000 Penalty: 12334.474609
	Iteration 22Q: 3 clusters Score -4866882 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4867286.500000 Penalty: 12334.474609
	Iteration 23Q: 3 clusters Score -4867286 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4867616.000000 Penalty: 12334.474609
	Iteration 24Q: 3 clusters Score -4867616 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4867846.500000 Penalty: 12334.474609
	Iteration 25Q: 3 clusters Score -4867846 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4868009.000000 Penalty: 12334.474609
	Iteration 26Q: 3 clusters Score -4868009 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4868132.500000 Penalty: 12334.474609
	Iteration 27Q: 3 clusters Score -4868132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4868216.000000 Penalty: 12334.474609
	Iteration 28Q: 3 clusters Score -4868216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4868277.500000 Penalty: 12334.474609
	Iteration 29Q: 3 clusters Score -4868278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4868304.000000 Penalty: 12334.474609
	Iteration 30Q: 3 clusters Score -4868304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4868330.500000 Penalty: 12334.474609
	Iteration 31Q: 3 clusters Score -4868330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4868357.500000 Penalty: 12334.474609
	Iteration 32Q: 3 clusters Score -4868358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4868373.500000 Penalty: 12334.474609
	Iteration 33Q: 3 clusters Score -4868374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4868373.500000 Penalty: 12334.474609
	Iteration 34Q: 3 clusters Score -4868374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4868389.000000 Penalty: 12334.474609
	Iteration 35Q: 3 clusters Score -4868389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4868389.000000 Penalty: 12334.474609
	Iteration 36Q: 3 clusters Score -4868389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4868393.500000 Penalty: 12334.474609
	Iteration 37Q: 3 clusters Score -4868394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4868393.000000 Penalty: 12334.474609
	Iteration 38Q: 3 clusters Score -4868393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4868392.000000 Penalty: 12334.474609
	Iteration 39Q: 3 clusters Score -4868392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4868391.500000 Penalty: 12334.474609
	Iteration 40F: 3 clusters Score -4868392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -70961.890625 Penalty: 3610.321777
	Iteration 0F: 2 clusters Score -70961.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -67901.554688 Penalty: 7220.643555
	Iteration 0F: 3 clusters Score -67901.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68019.804688 Penalty: 7220.643555
	Iteration 1Q: 3 clusters Score -68019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -68057.953125 Penalty: 7220.643555
	Iteration 2Q: 3 clusters Score -68057.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -68071.953125 Penalty: 7220.643555
	Iteration 3Q: 3 clusters Score -68071.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -68071.953125 Penalty: 7220.643555
	Iteration 4F: 3 clusters Score -68071.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -277478.812500 Penalty: 4417.078613
	Iteration 0F: 2 clusters Score -277478.8 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 672 members 
Entering Unmasked Estep 
Score: -272964.781250 Penalty: 8834.157227
	Iteration 0F: 3 clusters Score -272964.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -273370.937500 Penalty: 8834.157227
	Iteration 1F: 3 clusters Score -273370.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -273468.031250 Penalty: 8834.157227
	Iteration 2Q: 3 clusters Score -273468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -273529.187500 Penalty: 8834.157227
	Iteration 3Q: 3 clusters Score -273529.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -273562.312500 Penalty: 8834.157227
	Iteration 4Q: 3 clusters Score -273562.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -273588.500000 Penalty: 8834.157227
	Iteration 5Q: 3 clusters Score -273588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -273596.531250 Penalty: 8834.157227
	Iteration 6Q: 3 clusters Score -273596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -273601.375000 Penalty: 8834.157227
	Iteration 7Q: 3 clusters Score -273601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -273605.281250 Penalty: 8834.157227
	Iteration 8Q: 3 clusters Score -273605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -273606.187500 Penalty: 8834.157227
	Iteration 9Q: 3 clusters Score -273606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -273606.187500 Penalty: 8834.157227
	Iteration 10F: 3 clusters Score -273606.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -107585.867188 Penalty: 3870.368164
	Iteration 0F: 2 clusters Score -107585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104101.968750 Penalty: 7740.736328
	Iteration 0F: 3 clusters Score -104102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -104240.718750 Penalty: 7740.736328
	Iteration 1F: 3 clusters Score -104240.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104290.375000 Penalty: 7740.736328
	Iteration 2Q: 3 clusters Score -104290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -104303.875000 Penalty: 7740.736328
	Iteration 3Q: 3 clusters Score -104303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -104303.875000 Penalty: 7740.736328
	Iteration 4F: 3 clusters Score -104303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Entering Unmasked Estep 
Score: -4586734.500000 Penalty: 6131.487305
	Iteration 0F: 2 clusters Score -4586734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4568825.000000 Penalty: 12262.974609
	Iteration 0F: 3 clusters Score -4568825 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -4573925.500000 Penalty: 12262.974609
	Iteration 1F: 3 clusters Score -4573926 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4574785.500000 Penalty: 12262.974609
	Iteration 2F: 3 clusters Score -4574786 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -4575427.500000 Penalty: 12262.974609
	Iteration 3F: 3 clusters Score -4575428 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4575936.500000 Penalty: 12262.974609
	Iteration 4Q: 3 clusters Score -4575936 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -4576370.500000 Penalty: 12262.974609
	Iteration 5Q: 3 clusters Score -4576370 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -4576741.000000 Penalty: 12262.974609
	Iteration 6Q: 3 clusters Score -4576741 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4577108.500000 Penalty: 12262.974609
	Iteration 7Q: 3 clusters Score -4577108 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4577437.000000 Penalty: 12262.974609
	Iteration 8Q: 3 clusters Score -4577437 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -4577725.500000 Penalty: 12262.974609
	Iteration 9Q: 3 clusters Score -4577726 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4578012.000000 Penalty: 12262.974609
	Iteration 10Q: 3 clusters Score -4578012 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -4578368.500000 Penalty: 12262.974609
	Iteration 11Q: 3 clusters Score -4578368 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4578706.500000 Penalty: 12262.974609
	Iteration 12Q: 3 clusters Score -4578706 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4579112.000000 Penalty: 12262.974609
	Iteration 13Q: 3 clusters Score -4579112 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -4579526.500000 Penalty: 12262.974609
	Iteration 14Q: 3 clusters Score -4579526 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4579903.500000 Penalty: 12262.974609
	Iteration 15Q: 3 clusters Score -4579904 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4580210.000000 Penalty: 12262.974609
	Iteration 16Q: 3 clusters Score -4580210 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4580525.500000 Penalty: 12262.974609
	Iteration 17Q: 3 clusters Score -4580526 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -4580846.500000 Penalty: 12262.974609
	Iteration 18Q: 3 clusters Score -4580846 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -4581176.500000 Penalty: 12262.974609
	Iteration 19Q: 3 clusters Score -4581176 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -4581519.500000 Penalty: 12262.974609
	Iteration 20F: 3 clusters Score -4581520 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -4581759.000000 Penalty: 12262.974609
	Iteration 21Q: 3 clusters Score -4581759 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4581859.000000 Penalty: 12262.974609
	Iteration 22Q: 3 clusters Score -4581859 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -4581929.500000 Penalty: 12262.974609
	Iteration 23Q: 3 clusters Score -4581930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4581959.500000 Penalty: 12262.974609
	Iteration 24Q: 3 clusters Score -4581960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4581993.000000 Penalty: 12262.974609
	Iteration 25Q: 3 clusters Score -4581993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -4582003.000000 Penalty: 12262.974609
	Iteration 26Q: 3 clusters Score -4582003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -4582029.500000 Penalty: 12262.974609
	Iteration 27Q: 3 clusters Score -4582030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4582020.500000 Penalty: 12262.974609
	Iteration 28Q: 3 clusters Score -4582020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4582029.500000 Penalty: 12262.974609
	Iteration 29Q: 3 clusters Score -4582030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4582042.000000 Penalty: 12262.974609
	Iteration 30Q: 3 clusters Score -4582042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4582040.000000 Penalty: 12262.974609
	Iteration 31Q: 3 clusters Score -4582040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -4582039.000000 Penalty: 12262.974609
	Iteration 32Q: 3 clusters Score -4582039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4582044.500000 Penalty: 12262.974609
	Iteration 33Q: 3 clusters Score -4582044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4582048.500000 Penalty: 12262.974609
	Iteration 34Q: 3 clusters Score -4582048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4582050.500000 Penalty: 12262.974609
	Iteration 35Q: 3 clusters Score -4582050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4582042.500000 Penalty: 12262.974609
	Iteration 36Q: 3 clusters Score -4582042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -4582035.500000 Penalty: 12262.974609
	Iteration 37Q: 3 clusters Score -4582036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -4582047.500000 Penalty: 12262.974609
	Iteration 38Q: 3 clusters Score -4582048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -4582040.500000 Penalty: 12262.974609
	Iteration 39Q: 3 clusters Score -4582040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -4582041.000000 Penalty: 12262.974609
	Iteration 40F: 3 clusters Score -4582041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -4582040.500000 Penalty: 12262.974609
	Iteration 41Q: 3 clusters Score -4582040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4582044.500000 Penalty: 12262.974609
	Iteration 42Q: 3 clusters Score -4582044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4582042.500000 Penalty: 12262.974609
	Iteration 43Q: 3 clusters Score -4582042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -4582045.000000 Penalty: 12262.974609
	Iteration 44Q: 3 clusters Score -4582045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4582043.500000 Penalty: 12262.974609
	Iteration 45Q: 3 clusters Score -4582044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4582043.500000 Penalty: 12262.974609
	Iteration 46F: 3 clusters Score -4582044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -105845.617188 Penalty: 3900.514404
	Iteration 0F: 2 clusters Score -105845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102369.203125 Penalty: 7801.028809
	Iteration 0F: 3 clusters Score -102369.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -102570.164062 Penalty: 7801.028809
	Iteration 1F: 3 clusters Score -102570.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -102611.335938 Penalty: 7801.028809
	Iteration 2Q: 3 clusters Score -102611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -102635.343750 Penalty: 7801.028809
	Iteration 3Q: 3 clusters Score -102635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -102636.750000 Penalty: 7801.028809
	Iteration 4Q: 3 clusters Score -102636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -102636.750000 Penalty: 7801.028809
	Iteration 5F: 3 clusters Score -102636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -1265097.625000 Penalty: 5352.769531
	Iteration 0F: 2 clusters Score -1265098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1257223.500000 Penalty: 10705.539062
	Iteration 0F: 3 clusters Score -1257224 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1258602.500000 Penalty: 10705.539062
	Iteration 1F: 3 clusters Score -1258602 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1258975.125000 Penalty: 10705.539062
	Iteration 2F: 3 clusters Score -1258975 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1259189.375000 Penalty: 10705.539062
	Iteration 3Q: 3 clusters Score -1259189 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1259322.250000 Penalty: 10705.539062
	Iteration 4Q: 3 clusters Score -1259322 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1259437.625000 Penalty: 10705.539062
	Iteration 5Q: 3 clusters Score -1259438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1259528.250000 Penalty: 10705.539062
	Iteration 6Q: 3 clusters Score -1259528 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1259598.000000 Penalty: 10705.539062
	Iteration 7Q: 3 clusters Score -1259598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1259657.750000 Penalty: 10705.539062
	Iteration 8Q: 3 clusters Score -1259658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1259727.250000 Penalty: 10705.539062
	Iteration 9Q: 3 clusters Score -1259727 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1259786.875000 Penalty: 10705.539062
	Iteration 10Q: 3 clusters Score -1259787 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1259830.500000 Penalty: 10705.539062
	Iteration 11Q: 3 clusters Score -1259830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1259871.625000 Penalty: 10705.539062
	Iteration 12Q: 3 clusters Score -1259872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1259906.250000 Penalty: 10705.539062
	Iteration 13Q: 3 clusters Score -1259906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1259936.625000 Penalty: 10705.539062
	Iteration 14Q: 3 clusters Score -1259937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1259973.875000 Penalty: 10705.539062
	Iteration 15Q: 3 clusters Score -1259974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1260001.875000 Penalty: 10705.539062
	Iteration 16Q: 3 clusters Score -1260002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1260035.375000 Penalty: 10705.539062
	Iteration 17Q: 3 clusters Score -1260035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1260075.250000 Penalty: 10705.539062
	Iteration 18Q: 3 clusters Score -1260075 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1260103.750000 Penalty: 10705.539062
	Iteration 19Q: 3 clusters Score -1260104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1260129.750000 Penalty: 10705.539062
	Iteration 20F: 3 clusters Score -1260130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1260162.250000 Penalty: 10705.539062
	Iteration 21Q: 3 clusters Score -1260162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1260187.875000 Penalty: 10705.539062
	Iteration 22Q: 3 clusters Score -1260188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1260211.000000 Penalty: 10705.539062
	Iteration 23Q: 3 clusters Score -1260211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1260230.625000 Penalty: 10705.539062
	Iteration 24Q: 3 clusters Score -1260231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1260252.375000 Penalty: 10705.539062
	Iteration 25Q: 3 clusters Score -1260252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1260277.125000 Penalty: 10705.539062
	Iteration 26Q: 3 clusters Score -1260277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1260307.250000 Penalty: 10705.539062
	Iteration 27Q: 3 clusters Score -1260307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1260332.625000 Penalty: 10705.539062
	Iteration 28Q: 3 clusters Score -1260333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1260362.750000 Penalty: 10705.539062
	Iteration 29Q: 3 clusters Score -1260363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1260389.250000 Penalty: 10705.539062
	Iteration 30Q: 3 clusters Score -1260389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1260421.875000 Penalty: 10705.539062
	Iteration 31Q: 3 clusters Score -1260422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1260456.250000 Penalty: 10705.539062
	Iteration 32Q: 3 clusters Score -1260456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1260486.625000 Penalty: 10705.539062
	Iteration 33Q: 3 clusters Score -1260487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1260519.375000 Penalty: 10705.539062
	Iteration 34Q: 3 clusters Score -1260519 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1260553.750000 Penalty: 10705.539062
	Iteration 35Q: 3 clusters Score -1260554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1260594.875000 Penalty: 10705.539062
	Iteration 36Q: 3 clusters Score -1260595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1260632.625000 Penalty: 10705.539062
	Iteration 37Q: 3 clusters Score -1260633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1260671.500000 Penalty: 10705.539062
	Iteration 38Q: 3 clusters Score -1260672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1260711.250000 Penalty: 10705.539062
	Iteration 39Q: 3 clusters Score -1260711 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1260752.500000 Penalty: 10705.539062
	Iteration 40F: 3 clusters Score -1260752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1260805.375000 Penalty: 10705.539062
	Iteration 41Q: 3 clusters Score -1260805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1260860.000000 Penalty: 10705.539062
	Iteration 42Q: 3 clusters Score -1260860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1260919.125000 Penalty: 10705.539062
	Iteration 43Q: 3 clusters Score -1260919 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1260988.125000 Penalty: 10705.539062
	Iteration 44Q: 3 clusters Score -1260988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1261058.875000 Penalty: 10705.539062
	Iteration 45Q: 3 clusters Score -1261059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1261140.250000 Penalty: 10705.539062
	Iteration 46Q: 3 clusters Score -1261140 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1261244.500000 Penalty: 10705.539062
	Iteration 47Q: 3 clusters Score -1261244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1261352.750000 Penalty: 10705.539062
	Iteration 48Q: 3 clusters Score -1261353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1261457.500000 Penalty: 10705.539062
	Iteration 49Q: 3 clusters Score -1261458 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1261559.625000 Penalty: 10705.539062
	Iteration 50Q: 3 clusters Score -1261560 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1261654.625000 Penalty: 10705.539062
	Iteration 51Q: 3 clusters Score -1261655 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1261724.750000 Penalty: 10705.539062
	Iteration 52Q: 3 clusters Score -1261725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1261766.875000 Penalty: 10705.539062
	Iteration 53Q: 3 clusters Score -1261767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1261802.375000 Penalty: 10705.539062
	Iteration 54Q: 3 clusters Score -1261802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1261832.000000 Penalty: 10705.539062
	Iteration 55Q: 3 clusters Score -1261832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1261844.875000 Penalty: 10705.539062
	Iteration 56Q: 3 clusters Score -1261845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1261857.125000 Penalty: 10705.539062
	Iteration 57Q: 3 clusters Score -1261857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1261867.750000 Penalty: 10705.539062
	Iteration 58Q: 3 clusters Score -1261868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1261875.875000 Penalty: 10705.539062
	Iteration 59Q: 3 clusters Score -1261876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1261875.875000 Penalty: 10705.539062
	Iteration 60F: 3 clusters Score -1261876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1261885.875000 Penalty: 10705.539062
	Iteration 61Q: 3 clusters Score -1261886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1261890.750000 Penalty: 10705.539062
	Iteration 62Q: 3 clusters Score -1261891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1261893.875000 Penalty: 10705.539062
	Iteration 63Q: 3 clusters Score -1261894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1261895.750000 Penalty: 10705.539062
	Iteration 64Q: 3 clusters Score -1261896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1261899.500000 Penalty: 10705.539062
	Iteration 65Q: 3 clusters Score -1261900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1261899.000000 Penalty: 10705.539062
	Iteration 66Q: 3 clusters Score -1261899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1261900.250000 Penalty: 10705.539062
	Iteration 67Q: 3 clusters Score -1261900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1261899.250000 Penalty: 10705.539062
	Iteration 68Q: 3 clusters Score -1261899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1261903.500000 Penalty: 10705.539062
	Iteration 69Q: 3 clusters Score -1261904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1261903.500000 Penalty: 10705.539062
	Iteration 70F: 3 clusters Score -1261904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Entering Unmasked Estep 
Score: -2269760.250000 Penalty: 5704.812012
	Iteration 0F: 2 clusters Score -2269760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2258876.000000 Penalty: 11409.624023
	Iteration 0F: 3 clusters Score -2258876 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2261021.250000 Penalty: 11409.624023
	Iteration 1F: 3 clusters Score -2261021 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2261453.500000 Penalty: 11409.624023
	Iteration 2F: 3 clusters Score -2261454 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2261718.750000 Penalty: 11409.624023
	Iteration 3Q: 3 clusters Score -2261719 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2261894.250000 Penalty: 11409.624023
	Iteration 4Q: 3 clusters Score -2261894 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2262007.250000 Penalty: 11409.624023
	Iteration 5Q: 3 clusters Score -2262007 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2262095.750000 Penalty: 11409.624023
	Iteration 6Q: 3 clusters Score -2262096 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2262174.250000 Penalty: 11409.624023
	Iteration 7Q: 3 clusters Score -2262174 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2262255.250000 Penalty: 11409.624023
	Iteration 8Q: 3 clusters Score -2262255 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2262330.750000 Penalty: 11409.624023
	Iteration 9Q: 3 clusters Score -2262331 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2262413.500000 Penalty: 11409.624023
	Iteration 10Q: 3 clusters Score -2262414 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2262495.500000 Penalty: 11409.624023
	Iteration 11Q: 3 clusters Score -2262496 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2262596.000000 Penalty: 11409.624023
	Iteration 12Q: 3 clusters Score -2262596 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2262726.250000 Penalty: 11409.624023
	Iteration 13Q: 3 clusters Score -2262726 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2262873.000000 Penalty: 11409.624023
	Iteration 14Q: 3 clusters Score -2262873 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2263040.000000 Penalty: 11409.624023
	Iteration 15Q: 3 clusters Score -2263040 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2263235.750000 Penalty: 11409.624023
	Iteration 16Q: 3 clusters Score -2263236 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2263455.500000 Penalty: 11409.624023
	Iteration 17Q: 3 clusters Score -2263456 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2263719.750000 Penalty: 11409.624023
	Iteration 18Q: 3 clusters Score -2263720 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2264030.500000 Penalty: 11409.624023
	Iteration 19Q: 3 clusters Score -2264030 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2264390.750000 Penalty: 11409.624023
	Iteration 20F: 3 clusters Score -2264391 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2264744.500000 Penalty: 11409.624023
	Iteration 21Q: 3 clusters Score -2264744 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2265138.750000 Penalty: 11409.624023
	Iteration 22Q: 3 clusters Score -2265139 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2265591.750000 Penalty: 11409.624023
	Iteration 23Q: 3 clusters Score -2265592 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2266107.000000 Penalty: 11409.624023
	Iteration 24Q: 3 clusters Score -2266107 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2266519.750000 Penalty: 11409.624023
	Iteration 25Q: 3 clusters Score -2266520 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2266768.250000 Penalty: 11409.624023
	Iteration 26Q: 3 clusters Score -2266768 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2266904.750000 Penalty: 11409.624023
	Iteration 27Q: 3 clusters Score -2266905 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2266968.000000 Penalty: 11409.624023
	Iteration 28Q: 3 clusters Score -2266968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2266997.500000 Penalty: 11409.624023
	Iteration 29Q: 3 clusters Score -2266998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2267019.000000 Penalty: 11409.624023
	Iteration 30Q: 3 clusters Score -2267019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2267020.000000 Penalty: 11409.624023
	Iteration 31Q: 3 clusters Score -2267020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2267026.750000 Penalty: 11409.624023
	Iteration 32Q: 3 clusters Score -2267027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2267030.750000 Penalty: 11409.624023
	Iteration 33Q: 3 clusters Score -2267031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2267037.500000 Penalty: 11409.624023
	Iteration 34Q: 3 clusters Score -2267038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2267042.250000 Penalty: 11409.624023
	Iteration 35Q: 3 clusters Score -2267042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2267047.750000 Penalty: 11409.624023
	Iteration 36Q: 3 clusters Score -2267048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2267048.750000 Penalty: 11409.624023
	Iteration 37Q: 3 clusters Score -2267049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2267051.750000 Penalty: 11409.624023
	Iteration 38Q: 3 clusters Score -2267052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2267052.500000 Penalty: 11409.624023
	Iteration 39Q: 3 clusters Score -2267052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2267056.250000 Penalty: 11409.624023
	Iteration 40F: 3 clusters Score -2267056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2267053.000000 Penalty: 11409.624023
	Iteration 41Q: 3 clusters Score -2267053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2267053.000000 Penalty: 11409.624023
	Iteration 42F: 3 clusters Score -2267053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Entering Unmasked Estep 
Score: -2555610.500000 Penalty: 5799.245605
	Iteration 0F: 2 clusters Score -2555610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2543529.750000 Penalty: 11598.491211
	Iteration 0F: 3 clusters Score -2543530 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2546218.000000 Penalty: 11598.491211
	Iteration 1F: 3 clusters Score -2546218 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2546731.250000 Penalty: 11598.491211
	Iteration 2F: 3 clusters Score -2546731 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2547094.250000 Penalty: 11598.491211
	Iteration 3Q: 3 clusters Score -2547094 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2547370.000000 Penalty: 11598.491211
	Iteration 4Q: 3 clusters Score -2547370 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2547622.000000 Penalty: 11598.491211
	Iteration 5Q: 3 clusters Score -2547622 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2547867.750000 Penalty: 11598.491211
	Iteration 6Q: 3 clusters Score -2547868 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2548125.500000 Penalty: 11598.491211
	Iteration 7Q: 3 clusters Score -2548126 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2548426.750000 Penalty: 11598.491211
	Iteration 8Q: 3 clusters Score -2548427 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2548777.250000 Penalty: 11598.491211
	Iteration 9Q: 3 clusters Score -2548777 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2549136.250000 Penalty: 11598.491211
	Iteration 10Q: 3 clusters Score -2549136 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2549463.750000 Penalty: 11598.491211
	Iteration 11Q: 3 clusters Score -2549464 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2549845.500000 Penalty: 11598.491211
	Iteration 12Q: 3 clusters Score -2549846 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2550161.000000 Penalty: 11598.491211
	Iteration 13Q: 3 clusters Score -2550161 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2550488.750000 Penalty: 11598.491211
	Iteration 14Q: 3 clusters Score -2550489 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2550771.000000 Penalty: 11598.491211
	Iteration 15Q: 3 clusters Score -2550771 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2551034.250000 Penalty: 11598.491211
	Iteration 16Q: 3 clusters Score -2551034 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2551249.750000 Penalty: 11598.491211
	Iteration 17Q: 3 clusters Score -2551250 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2551415.750000 Penalty: 11598.491211
	Iteration 18Q: 3 clusters Score -2551416 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2551572.000000 Penalty: 11598.491211
	Iteration 19Q: 3 clusters Score -2551572 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2551695.750000 Penalty: 11598.491211
	Iteration 20F: 3 clusters Score -2551696 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2551803.250000 Penalty: 11598.491211
	Iteration 21Q: 3 clusters Score -2551803 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2551879.750000 Penalty: 11598.491211
	Iteration 22Q: 3 clusters Score -2551880 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2551956.000000 Penalty: 11598.491211
	Iteration 23Q: 3 clusters Score -2551956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2552020.000000 Penalty: 11598.491211
	Iteration 24Q: 3 clusters Score -2552020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2552063.750000 Penalty: 11598.491211
	Iteration 25Q: 3 clusters Score -2552064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2552111.000000 Penalty: 11598.491211
	Iteration 26Q: 3 clusters Score -2552111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2552150.500000 Penalty: 11598.491211
	Iteration 27Q: 3 clusters Score -2552150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2552179.500000 Penalty: 11598.491211
	Iteration 28Q: 3 clusters Score -2552180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2552216.000000 Penalty: 11598.491211
	Iteration 29Q: 3 clusters Score -2552216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2552257.250000 Penalty: 11598.491211
	Iteration 30Q: 3 clusters Score -2552257 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2552289.750000 Penalty: 11598.491211
	Iteration 31Q: 3 clusters Score -2552290 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2552322.750000 Penalty: 11598.491211
	Iteration 32Q: 3 clusters Score -2552323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2552356.500000 Penalty: 11598.491211
	Iteration 33Q: 3 clusters Score -2552356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2552371.000000 Penalty: 11598.491211
	Iteration 34Q: 3 clusters Score -2552371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2552393.000000 Penalty: 11598.491211
	Iteration 35Q: 3 clusters Score -2552393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2552413.250000 Penalty: 11598.491211
	Iteration 36Q: 3 clusters Score -2552413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2552424.000000 Penalty: 11598.491211
	Iteration 37Q: 3 clusters Score -2552424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2552439.750000 Penalty: 11598.491211
	Iteration 38Q: 3 clusters Score -2552440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2552463.250000 Penalty: 11598.491211
	Iteration 39Q: 3 clusters Score -2552463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2552483.250000 Penalty: 11598.491211
	Iteration 40F: 3 clusters Score -2552483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2552501.000000 Penalty: 11598.491211
	Iteration 41Q: 3 clusters Score -2552501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2552529.750000 Penalty: 11598.491211
	Iteration 42Q: 3 clusters Score -2552530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2552549.250000 Penalty: 11598.491211
	Iteration 43Q: 3 clusters Score -2552549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2552552.250000 Penalty: 11598.491211
	Iteration 44Q: 3 clusters Score -2552552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2552556.250000 Penalty: 11598.491211
	Iteration 45Q: 3 clusters Score -2552556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2552562.750000 Penalty: 11598.491211
	Iteration 46Q: 3 clusters Score -2552563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2552565.500000 Penalty: 11598.491211
	Iteration 47Q: 3 clusters Score -2552566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2552570.500000 Penalty: 11598.491211
	Iteration 48Q: 3 clusters Score -2552570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2552574.250000 Penalty: 11598.491211
	Iteration 49Q: 3 clusters Score -2552574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2552573.000000 Penalty: 11598.491211
	Iteration 50Q: 3 clusters Score -2552573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2552570.250000 Penalty: 11598.491211
	Iteration 51Q: 3 clusters Score -2552570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2552575.500000 Penalty: 11598.491211
	Iteration 52Q: 3 clusters Score -2552576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2552574.250000 Penalty: 11598.491211
	Iteration 53Q: 3 clusters Score -2552574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2552577.250000 Penalty: 11598.491211
	Iteration 54Q: 3 clusters Score -2552577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2552574.750000 Penalty: 11598.491211
	Iteration 55Q: 3 clusters Score -2552575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2552580.000000 Penalty: 11598.491211
	Iteration 56Q: 3 clusters Score -2552580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2552580.000000 Penalty: 11598.491211
	Iteration 57F: 3 clusters Score -2552580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Entering Unmasked Estep 
Score: -6238914.500000 Penalty: 6350.289062
	Iteration 0F: 2 clusters Score -6238914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -6215033.000000 Penalty: 12700.578125
	Iteration 0F: 3 clusters Score -6215033 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -6222223.500000 Penalty: 12700.578125
	Iteration 1F: 3 clusters Score -6222224 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -6223318.000000 Penalty: 12700.578125
	Iteration 2F: 3 clusters Score -6223318 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -6224260.500000 Penalty: 12700.578125
	Iteration 3F: 3 clusters Score -6224260 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -6225391.000000 Penalty: 12700.578125
	Iteration 4F: 3 clusters Score -6225391 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -6226661.000000 Penalty: 12700.578125
	Iteration 5F: 3 clusters Score -6226661 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -6228117.000000 Penalty: 12700.578125
	Iteration 6F: 3 clusters Score -6228117 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -6229482.000000 Penalty: 12700.578125
	Iteration 7F: 3 clusters Score -6229482 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -6230605.000000 Penalty: 12700.578125
	Iteration 8F: 3 clusters Score -6230605 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -6231414.500000 Penalty: 12700.578125
	Iteration 9Q: 3 clusters Score -6231414 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -6231975.000000 Penalty: 12700.578125
	Iteration 10Q: 3 clusters Score -6231975 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6232410.000000 Penalty: 12700.578125
	Iteration 11Q: 3 clusters Score -6232410 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -6232683.500000 Penalty: 12700.578125
	Iteration 12Q: 3 clusters Score -6232684 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -6232887.000000 Penalty: 12700.578125
	Iteration 13Q: 3 clusters Score -6232887 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -6233010.000000 Penalty: 12700.578125
	Iteration 14Q: 3 clusters Score -6233010 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -6233098.000000 Penalty: 12700.578125
	Iteration 15Q: 3 clusters Score -6233098 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -6233176.500000 Penalty: 12700.578125
	Iteration 16Q: 3 clusters Score -6233176 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6233203.500000 Penalty: 12700.578125
	Iteration 17Q: 3 clusters Score -6233204 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -6233217.500000 Penalty: 12700.578125
	Iteration 18Q: 3 clusters Score -6233218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -6233251.000000 Penalty: 12700.578125
	Iteration 19Q: 3 clusters Score -6233251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -6233255.500000 Penalty: 12700.578125
	Iteration 20F: 3 clusters Score -6233256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -6233263.000000 Penalty: 12700.578125
	Iteration 21Q: 3 clusters Score -6233263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -6233259.000000 Penalty: 12700.578125
	Iteration 22Q: 3 clusters Score -6233259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -6233274.500000 Penalty: 12700.578125
	Iteration 23Q: 3 clusters Score -6233274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -6233278.500000 Penalty: 12700.578125
	Iteration 24Q: 3 clusters Score -6233278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -6233277.000000 Penalty: 12700.578125
	Iteration 25Q: 3 clusters Score -6233277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -6233292.000000 Penalty: 12700.578125
	Iteration 26Q: 3 clusters Score -6233292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -6233294.000000 Penalty: 12700.578125
	Iteration 27Q: 3 clusters Score -6233294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -6233305.000000 Penalty: 12700.578125
	Iteration 28Q: 3 clusters Score -6233305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -6233313.000000 Penalty: 12700.578125
	Iteration 29Q: 3 clusters Score -6233313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -6233298.500000 Penalty: 12700.578125
	Iteration 30Q: 3 clusters Score -6233298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -6233298.000000 Penalty: 12700.578125
	Iteration 31Q: 3 clusters Score -6233298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -6233303.000000 Penalty: 12700.578125
	Iteration 32Q: 3 clusters Score -6233303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -6233307.500000 Penalty: 12700.578125
	Iteration 33Q: 3 clusters Score -6233308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -6233323.500000 Penalty: 12700.578125
	Iteration 34Q: 3 clusters Score -6233324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -6233320.500000 Penalty: 12700.578125
	Iteration 35Q: 3 clusters Score -6233320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -6233320.000000 Penalty: 12700.578125
	Iteration 36Q: 3 clusters Score -6233320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -6233303.500000 Penalty: 12700.578125
	Iteration 37Q: 3 clusters Score -6233304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -6233312.500000 Penalty: 12700.578125
	Iteration 38Q: 3 clusters Score -6233312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -6233312.500000 Penalty: 12700.578125
	Iteration 39F: 3 clusters Score -6233312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Entering Unmasked Estep 
Score: -5241293.000000 Penalty: 6216.513184
	Iteration 0F: 2 clusters Score -5241293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -5221179.000000 Penalty: 12433.026367
	Iteration 0F: 3 clusters Score -5221179 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -5227043.000000 Penalty: 12433.026367
	Iteration 1F: 3 clusters Score -5227043 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -5227922.500000 Penalty: 12433.026367
	Iteration 2F: 3 clusters Score -5227922 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -5228633.500000 Penalty: 12433.026367
	Iteration 3F: 3 clusters Score -5228634 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -5229335.000000 Penalty: 12433.026367
	Iteration 4Q: 3 clusters Score -5229335 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -5229963.500000 Penalty: 12433.026367
	Iteration 5Q: 3 clusters Score -5229964 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -5230616.500000 Penalty: 12433.026367
	Iteration 6Q: 3 clusters Score -5230616 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -5231348.000000 Penalty: 12433.026367
	Iteration 7Q: 3 clusters Score -5231348 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -5232127.000000 Penalty: 12433.026367
	Iteration 8Q: 3 clusters Score -5232127 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -5232945.000000 Penalty: 12433.026367
	Iteration 9Q: 3 clusters Score -5232945 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -5233772.000000 Penalty: 12433.026367
	Iteration 10Q: 3 clusters Score -5233772 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -5234584.000000 Penalty: 12433.026367
	Iteration 11Q: 3 clusters Score -5234584 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -5235283.000000 Penalty: 12433.026367
	Iteration 12Q: 3 clusters Score -5235283 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -5235841.000000 Penalty: 12433.026367
	Iteration 13Q: 3 clusters Score -5235841 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5236223.500000 Penalty: 12433.026367
	Iteration 14Q: 3 clusters Score -5236224 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -5236485.500000 Penalty: 12433.026367
	Iteration 15Q: 3 clusters Score -5236486 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -5236613.500000 Penalty: 12433.026367
	Iteration 16Q: 3 clusters Score -5236614 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -5236670.500000 Penalty: 12433.026367
	Iteration 17Q: 3 clusters Score -5236670 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -5236722.500000 Penalty: 12433.026367
	Iteration 18Q: 3 clusters Score -5236722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -5236741.500000 Penalty: 12433.026367
	Iteration 19Q: 3 clusters Score -5236742 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -5236745.000000 Penalty: 12433.026367
	Iteration 20F: 3 clusters Score -5236745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -5236767.500000 Penalty: 12433.026367
	Iteration 21Q: 3 clusters Score -5236768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -5236771.500000 Penalty: 12433.026367
	Iteration 22Q: 3 clusters Score -5236772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5236791.500000 Penalty: 12433.026367
	Iteration 23Q: 3 clusters Score -5236792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -5236826.500000 Penalty: 12433.026367
	Iteration 24Q: 3 clusters Score -5236826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -5236835.500000 Penalty: 12433.026367
	Iteration 25Q: 3 clusters Score -5236836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -5236846.500000 Penalty: 12433.026367
	Iteration 26Q: 3 clusters Score -5236846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -5236856.000000 Penalty: 12433.026367
	Iteration 27Q: 3 clusters Score -5236856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -5236856.500000 Penalty: 12433.026367
	Iteration 28Q: 3 clusters Score -5236856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -5236846.500000 Penalty: 12433.026367
	Iteration 29Q: 3 clusters Score -5236846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -5236865.000000 Penalty: 12433.026367
	Iteration 30Q: 3 clusters Score -5236865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -5236856.000000 Penalty: 12433.026367
	Iteration 31Q: 3 clusters Score -5236856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -5236847.000000 Penalty: 12433.026367
	Iteration 32Q: 3 clusters Score -5236847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -5236850.500000 Penalty: 12433.026367
	Iteration 33Q: 3 clusters Score -5236850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -5236853.000000 Penalty: 12433.026367
	Iteration 34Q: 3 clusters Score -5236853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -5236848.000000 Penalty: 12433.026367
	Iteration 35Q: 3 clusters Score -5236848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -5236853.000000 Penalty: 12433.026367
	Iteration 36Q: 3 clusters Score -5236853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -5236851.000000 Penalty: 12433.026367
	Iteration 37Q: 3 clusters Score -5236851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -5236847.000000 Penalty: 12433.026367
	Iteration 38Q: 3 clusters Score -5236847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -5236849.000000 Penalty: 12433.026367
	Iteration 39Q: 3 clusters Score -5236849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5236850.000000 Penalty: 12433.026367
	Iteration 40F: 3 clusters Score -5236850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -5236846.500000 Penalty: 12433.026367
	Iteration 41Q: 3 clusters Score -5236846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -5236852.500000 Penalty: 12433.026367
	Iteration 42Q: 3 clusters Score -5236852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -5236853.000000 Penalty: 12433.026367
	Iteration 43Q: 3 clusters Score -5236853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -5236855.500000 Penalty: 12433.026367
	Iteration 44Q: 3 clusters Score -5236856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -5236855.500000 Penalty: 12433.026367
	Iteration 45F: 3 clusters Score -5236856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Entering Unmasked Estep 
Score: -2485611.750000 Penalty: 5768.080078
	Iteration 0F: 2 clusters Score -2485612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2473859.500000 Penalty: 11536.160156
	Iteration 0F: 3 clusters Score -2473860 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2476647.000000 Penalty: 11536.160156
	Iteration 1F: 3 clusters Score -2476647 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2477346.000000 Penalty: 11536.160156
	Iteration 2F: 3 clusters Score -2477346 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2477888.250000 Penalty: 11536.160156
	Iteration 3F: 3 clusters Score -2477888 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2478319.000000 Penalty: 11536.160156
	Iteration 4F: 3 clusters Score -2478319 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2478690.000000 Penalty: 11536.160156
	Iteration 5Q: 3 clusters Score -2478690 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2478975.250000 Penalty: 11536.160156
	Iteration 6Q: 3 clusters Score -2478975 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2479240.500000 Penalty: 11536.160156
	Iteration 7Q: 3 clusters Score -2479240 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2479472.750000 Penalty: 11536.160156
	Iteration 8Q: 3 clusters Score -2479473 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2479701.750000 Penalty: 11536.160156
	Iteration 9Q: 3 clusters Score -2479702 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2479950.000000 Penalty: 11536.160156
	Iteration 10Q: 3 clusters Score -2479950 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2480169.500000 Penalty: 11536.160156
	Iteration 11Q: 3 clusters Score -2480170 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2480380.500000 Penalty: 11536.160156
	Iteration 12Q: 3 clusters Score -2480380 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2480583.500000 Penalty: 11536.160156
	Iteration 13Q: 3 clusters Score -2480584 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2480785.500000 Penalty: 11536.160156
	Iteration 14Q: 3 clusters Score -2480786 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2480982.500000 Penalty: 11536.160156
	Iteration 15Q: 3 clusters Score -2480982 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2481143.750000 Penalty: 11536.160156
	Iteration 16Q: 3 clusters Score -2481144 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2481290.000000 Penalty: 11536.160156
	Iteration 17Q: 3 clusters Score -2481290 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2481419.250000 Penalty: 11536.160156
	Iteration 18Q: 3 clusters Score -2481419 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2481526.250000 Penalty: 11536.160156
	Iteration 19Q: 3 clusters Score -2481526 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2481644.250000 Penalty: 11536.160156
	Iteration 20F: 3 clusters Score -2481644 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2481733.000000 Penalty: 11536.160156
	Iteration 21Q: 3 clusters Score -2481733 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2481802.500000 Penalty: 11536.160156
	Iteration 22Q: 3 clusters Score -2481802 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2481864.750000 Penalty: 11536.160156
	Iteration 23Q: 3 clusters Score -2481865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2481895.000000 Penalty: 11536.160156
	Iteration 24Q: 3 clusters Score -2481895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2481929.500000 Penalty: 11536.160156
	Iteration 25Q: 3 clusters Score -2481930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2481953.250000 Penalty: 11536.160156
	Iteration 26Q: 3 clusters Score -2481953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2481962.500000 Penalty: 11536.160156
	Iteration 27Q: 3 clusters Score -2481962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2481977.250000 Penalty: 11536.160156
	Iteration 28Q: 3 clusters Score -2481977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2481987.250000 Penalty: 11536.160156
	Iteration 29Q: 3 clusters Score -2481987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2481992.500000 Penalty: 11536.160156
	Iteration 30Q: 3 clusters Score -2481992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2482004.000000 Penalty: 11536.160156
	Iteration 31Q: 3 clusters Score -2482004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2482012.250000 Penalty: 11536.160156
	Iteration 32Q: 3 clusters Score -2482012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2482021.250000 Penalty: 11536.160156
	Iteration 33Q: 3 clusters Score -2482021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2482024.250000 Penalty: 11536.160156
	Iteration 34Q: 3 clusters Score -2482024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2482029.000000 Penalty: 11536.160156
	Iteration 35Q: 3 clusters Score -2482029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2482031.250000 Penalty: 11536.160156
	Iteration 36Q: 3 clusters Score -2482031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2482031.000000 Penalty: 11536.160156
	Iteration 37Q: 3 clusters Score -2482031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2482041.500000 Penalty: 11536.160156
	Iteration 38Q: 3 clusters Score -2482042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2482047.000000 Penalty: 11536.160156
	Iteration 39Q: 3 clusters Score -2482047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2482049.500000 Penalty: 11536.160156
	Iteration 40F: 3 clusters Score -2482050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2482047.750000 Penalty: 11536.160156
	Iteration 41Q: 3 clusters Score -2482048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2482052.000000 Penalty: 11536.160156
	Iteration 42Q: 3 clusters Score -2482052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2482054.750000 Penalty: 11536.160156
	Iteration 43Q: 3 clusters Score -2482055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2482055.250000 Penalty: 11536.160156
	Iteration 44Q: 3 clusters Score -2482055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2482055.250000 Penalty: 11536.160156
	Iteration 45F: 3 clusters Score -2482055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -161619.421875 Penalty: 4118.347656
	Iteration 0F: 2 clusters Score -161619.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -157804.703125 Penalty: 8236.695312
	Iteration 0F: 3 clusters Score -157804.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -158272.140625 Penalty: 8236.695312
	Iteration 1F: 3 clusters Score -158272.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -158461.234375 Penalty: 8236.695312
	Iteration 2Q: 3 clusters Score -158461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -158498.750000 Penalty: 8236.695312
	Iteration 3Q: 3 clusters Score -158498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -158525.218750 Penalty: 8236.695312
	Iteration 4Q: 3 clusters Score -158525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -158543.625000 Penalty: 8236.695312
	Iteration 5Q: 3 clusters Score -158543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -158550.828125 Penalty: 8236.695312
	Iteration 6Q: 3 clusters Score -158550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -158551.937500 Penalty: 8236.695312
	Iteration 7Q: 3 clusters Score -158551.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -158551.937500 Penalty: 8236.695312
	Iteration 8F: 3 clusters Score -158551.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Entering Unmasked Estep 
Score: -17985230.000000 Penalty: 6969.717773
	Iteration 0F: 2 clusters Score -1.798523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -17925058.000000 Penalty: 13939.435547
	Iteration 0F: 3 clusters Score -1.792506e+07 nChanged 39656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -17946968.000000 Penalty: 13939.435547
	Iteration 1F: 3 clusters Score -1.794697e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -17948068.000000 Penalty: 13939.435547
	Iteration 2Q: 3 clusters Score -1.794807e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -17948992.000000 Penalty: 13939.435547
	Iteration 3Q: 3 clusters Score -1.794899e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -17949758.000000 Penalty: 13939.435547
	Iteration 4Q: 3 clusters Score -1.794976e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -17950536.000000 Penalty: 13939.435547
	Iteration 5Q: 3 clusters Score -1.795054e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -17951422.000000 Penalty: 13939.435547
	Iteration 6Q: 3 clusters Score -1.795142e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -17952698.000000 Penalty: 13939.435547
	Iteration 7Q: 3 clusters Score -1.79527e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -17954362.000000 Penalty: 13939.435547
	Iteration 8Q: 3 clusters Score -1.795436e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -17956676.000000 Penalty: 13939.435547
	Iteration 9F: 3 clusters Score -1.795668e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -17960010.000000 Penalty: 13939.435547
	Iteration 10F: 3 clusters Score -1.796001e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -17964546.000000 Penalty: 13939.435547
	Iteration 11F: 3 clusters Score -1.796455e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -17969232.000000 Penalty: 13939.435547
	Iteration 12F: 3 clusters Score -1.796923e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -17973396.000000 Penalty: 13939.435547
	Iteration 13F: 3 clusters Score -1.79734e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -17976250.000000 Penalty: 13939.435547
	Iteration 14Q: 3 clusters Score -1.797625e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -17977830.000000 Penalty: 13939.435547
	Iteration 15Q: 3 clusters Score -1.797783e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -17978584.000000 Penalty: 13939.435547
	Iteration 16Q: 3 clusters Score -1.797858e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17979032.000000 Penalty: 13939.435547
	Iteration 17Q: 3 clusters Score -1.797903e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17979250.000000 Penalty: 13939.435547
	Iteration 18Q: 3 clusters Score -1.797925e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17979364.000000 Penalty: 13939.435547
	Iteration 19Q: 3 clusters Score -1.797936e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -17979442.000000 Penalty: 13939.435547
	Iteration 20F: 3 clusters Score -1.797944e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17979500.000000 Penalty: 13939.435547
	Iteration 21Q: 3 clusters Score -1.79795e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -17979536.000000 Penalty: 13939.435547
	Iteration 22Q: 3 clusters Score -1.797954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -17979580.000000 Penalty: 13939.435547
	Iteration 23Q: 3 clusters Score -1.797958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -17979608.000000 Penalty: 13939.435547
	Iteration 24Q: 3 clusters Score -1.797961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -17979616.000000 Penalty: 13939.435547
	Iteration 25Q: 3 clusters Score -1.797962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -17979616.000000 Penalty: 13939.435547
	Iteration 26Q: 3 clusters Score -1.797962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -17979618.000000 Penalty: 13939.435547
	Iteration 27Q: 3 clusters Score -1.797962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -17979620.000000 Penalty: 13939.435547
	Iteration 28Q: 3 clusters Score -1.797962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -17979614.000000 Penalty: 13939.435547
	Iteration 29Q: 3 clusters Score -1.797961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -17979614.000000 Penalty: 13939.435547
	Iteration 30Q: 3 clusters Score -1.797961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -17979612.000000 Penalty: 13939.435547
	Iteration 31Q: 3 clusters Score -1.797961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -17979620.000000 Penalty: 13939.435547
	Iteration 32Q: 3 clusters Score -1.797962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86819 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -17979636.000000 Penalty: 13939.435547
	Iteration 33Q: 3 clusters Score -1.797964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -17979642.000000 Penalty: 13939.435547
	Iteration 34Q: 3 clusters Score -1.797964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -17979636.000000 Penalty: 13939.435547
	Iteration 35Q: 3 clusters Score -1.797964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17979646.000000 Penalty: 13939.435547
	Iteration 36Q: 3 clusters Score -1.797965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17979646.000000 Penalty: 13939.435547
	Iteration 37F: 3 clusters Score -1.797965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Entering Unmasked Estep 
Score: -7908326.000000 Penalty: 6462.348633
	Iteration 0F: 2 clusters Score -7908326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -7880255.000000 Penalty: 12924.697266
	Iteration 0F: 3 clusters Score -7880255 nChanged 16347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -7888856.000000 Penalty: 12924.697266
	Iteration 1F: 3 clusters Score -7888856 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -7889716.500000 Penalty: 12924.697266
	Iteration 2F: 3 clusters Score -7889716 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -7890390.000000 Penalty: 12924.697266
	Iteration 3Q: 3 clusters Score -7890390 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -7890966.500000 Penalty: 12924.697266
	Iteration 4Q: 3 clusters Score -7890966 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -7891466.500000 Penalty: 12924.697266
	Iteration 5Q: 3 clusters Score -7891466 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -7892036.500000 Penalty: 12924.697266
	Iteration 6Q: 3 clusters Score -7892036 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -7892517.000000 Penalty: 12924.697266
	Iteration 7Q: 3 clusters Score -7892517 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -7893131.000000 Penalty: 12924.697266
	Iteration 8Q: 3 clusters Score -7893131 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -7893762.000000 Penalty: 12924.697266
	Iteration 9Q: 3 clusters Score -7893762 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -7894557.000000 Penalty: 12924.697266
	Iteration 10Q: 3 clusters Score -7894557 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -7895449.000000 Penalty: 12924.697266
	Iteration 11Q: 3 clusters Score -7895449 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -7896484.000000 Penalty: 12924.697266
	Iteration 12Q: 3 clusters Score -7896484 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -7897704.000000 Penalty: 12924.697266
	Iteration 13Q: 3 clusters Score -7897704 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -7898833.000000 Penalty: 12924.697266
	Iteration 14Q: 3 clusters Score -7898833 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -7899926.500000 Penalty: 12924.697266
	Iteration 15Q: 3 clusters Score -7899926 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -7900825.500000 Penalty: 12924.697266
	Iteration 16Q: 3 clusters Score -7900826 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -7901458.000000 Penalty: 12924.697266
	Iteration 17Q: 3 clusters Score -7901458 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -7901890.000000 Penalty: 12924.697266
	Iteration 18Q: 3 clusters Score -7901890 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -7902272.000000 Penalty: 12924.697266
	Iteration 19Q: 3 clusters Score -7902272 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -7902579.000000 Penalty: 12924.697266
	Iteration 20F: 3 clusters Score -7902579 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -7902816.500000 Penalty: 12924.697266
	Iteration 21Q: 3 clusters Score -7902816 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -7903102.500000 Penalty: 12924.697266
	Iteration 22Q: 3 clusters Score -7903102 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -7903419.000000 Penalty: 12924.697266
	Iteration 23Q: 3 clusters Score -7903419 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -7903623.000000 Penalty: 12924.697266
	Iteration 24Q: 3 clusters Score -7903623 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -7903755.500000 Penalty: 12924.697266
	Iteration 25Q: 3 clusters Score -7903756 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -7903868.500000 Penalty: 12924.697266
	Iteration 26Q: 3 clusters Score -7903868 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -7903913.000000 Penalty: 12924.697266
	Iteration 27Q: 3 clusters Score -7903913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -7903924.500000 Penalty: 12924.697266
	Iteration 28Q: 3 clusters Score -7903924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -7903968.000000 Penalty: 12924.697266
	Iteration 29Q: 3 clusters Score -7903968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -7903967.500000 Penalty: 12924.697266
	Iteration 30Q: 3 clusters Score -7903968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -7903979.500000 Penalty: 12924.697266
	Iteration 31Q: 3 clusters Score -7903980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -7904000.500000 Penalty: 12924.697266
	Iteration 32Q: 3 clusters Score -7904000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -7903990.500000 Penalty: 12924.697266
	Iteration 33Q: 3 clusters Score -7903990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -7903987.000000 Penalty: 12924.697266
	Iteration 34Q: 3 clusters Score -7903987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -7904006.500000 Penalty: 12924.697266
	Iteration 35Q: 3 clusters Score -7904006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -7904011.000000 Penalty: 12924.697266
	Iteration 36Q: 3 clusters Score -7904011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -7904008.000000 Penalty: 12924.697266
	Iteration 37Q: 3 clusters Score -7904008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -7904010.000000 Penalty: 12924.697266
	Iteration 38Q: 3 clusters Score -7904010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -7904004.500000 Penalty: 12924.697266
	Iteration 39Q: 3 clusters Score -7904004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -7904013.000000 Penalty: 12924.697266
	Iteration 40F: 3 clusters Score -7904013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -7904014.000000 Penalty: 12924.697266
	Iteration 41Q: 3 clusters Score -7904014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -7904012.000000 Penalty: 12924.697266
	Iteration 42Q: 3 clusters Score -7904012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -7904009.000000 Penalty: 12924.697266
	Iteration 43Q: 3 clusters Score -7904009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -7904014.500000 Penalty: 12924.697266
	Iteration 44Q: 3 clusters Score -7904014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -7904016.500000 Penalty: 12924.697266
	Iteration 45Q: 3 clusters Score -7904016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -7904016.500000 Penalty: 12924.697266
	Iteration 46F: 3 clusters Score -7904016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Entering Unmasked Estep 
Score: -4916633.000000 Penalty: 6173.307129
	Iteration 0F: 2 clusters Score -4916633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -4897561.000000 Penalty: 12346.614258
	Iteration 0F: 3 clusters Score -4897561 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -4902867.000000 Penalty: 12346.614258
	Iteration 1F: 3 clusters Score -4902867 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -4903469.000000 Penalty: 12346.614258
	Iteration 2F: 3 clusters Score -4903469 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -4903877.500000 Penalty: 12346.614258
	Iteration 3Q: 3 clusters Score -4903878 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -4904177.000000 Penalty: 12346.614258
	Iteration 4Q: 3 clusters Score -4904177 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -4904395.500000 Penalty: 12346.614258
	Iteration 5Q: 3 clusters Score -4904396 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -4904588.500000 Penalty: 12346.614258
	Iteration 6Q: 3 clusters Score -4904588 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4904786.000000 Penalty: 12346.614258
	Iteration 7Q: 3 clusters Score -4904786 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4904932.000000 Penalty: 12346.614258
	Iteration 8Q: 3 clusters Score -4904932 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -4905080.000000 Penalty: 12346.614258
	Iteration 9Q: 3 clusters Score -4905080 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -4905286.000000 Penalty: 12346.614258
	Iteration 10Q: 3 clusters Score -4905286 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4905502.000000 Penalty: 12346.614258
	Iteration 11Q: 3 clusters Score -4905502 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4905700.500000 Penalty: 12346.614258
	Iteration 12Q: 3 clusters Score -4905700 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -4905903.000000 Penalty: 12346.614258
	Iteration 13Q: 3 clusters Score -4905903 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -4906208.000000 Penalty: 12346.614258
	Iteration 14Q: 3 clusters Score -4906208 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -4906533.500000 Penalty: 12346.614258
	Iteration 15Q: 3 clusters Score -4906534 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -4906913.500000 Penalty: 12346.614258
	Iteration 16Q: 3 clusters Score -4906914 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -4907307.000000 Penalty: 12346.614258
	Iteration 17Q: 3 clusters Score -4907307 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -4907736.500000 Penalty: 12346.614258
	Iteration 18Q: 3 clusters Score -4907736 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -4908208.000000 Penalty: 12346.614258
	Iteration 19Q: 3 clusters Score -4908208 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -4908680.000000 Penalty: 12346.614258
	Iteration 20F: 3 clusters Score -4908680 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -4909099.000000 Penalty: 12346.614258
	Iteration 21Q: 3 clusters Score -4909099 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4909476.000000 Penalty: 12346.614258
	Iteration 22Q: 3 clusters Score -4909476 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4909801.000000 Penalty: 12346.614258
	Iteration 23Q: 3 clusters Score -4909801 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4910091.000000 Penalty: 12346.614258
	Iteration 24Q: 3 clusters Score -4910091 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4910289.500000 Penalty: 12346.614258
	Iteration 25Q: 3 clusters Score -4910290 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4910505.000000 Penalty: 12346.614258
	Iteration 26Q: 3 clusters Score -4910505 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -4910660.000000 Penalty: 12346.614258
	Iteration 27Q: 3 clusters Score -4910660 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4910792.500000 Penalty: 12346.614258
	Iteration 28Q: 3 clusters Score -4910792 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -4910924.000000 Penalty: 12346.614258
	Iteration 29Q: 3 clusters Score -4910924 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -4911029.000000 Penalty: 12346.614258
	Iteration 30Q: 3 clusters Score -4911029 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4911121.000000 Penalty: 12346.614258
	Iteration 31Q: 3 clusters Score -4911121 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4911197.000000 Penalty: 12346.614258
	Iteration 32Q: 3 clusters Score -4911197 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4911257.500000 Penalty: 12346.614258
	Iteration 33Q: 3 clusters Score -4911258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4911276.500000 Penalty: 12346.614258
	Iteration 34Q: 3 clusters Score -4911276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4911307.500000 Penalty: 12346.614258
	Iteration 35Q: 3 clusters Score -4911308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4911349.500000 Penalty: 12346.614258
	Iteration 36Q: 3 clusters Score -4911350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4911366.000000 Penalty: 12346.614258
	Iteration 37Q: 3 clusters Score -4911366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4911408.000000 Penalty: 12346.614258
	Iteration 38Q: 3 clusters Score -4911408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4911412.500000 Penalty: 12346.614258
	Iteration 39Q: 3 clusters Score -4911412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4911428.500000 Penalty: 12346.614258
	Iteration 40F: 3 clusters Score -4911428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4911446.000000 Penalty: 12346.614258
	Iteration 41Q: 3 clusters Score -4911446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4911450.500000 Penalty: 12346.614258
	Iteration 42Q: 3 clusters Score -4911450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4911461.000000 Penalty: 12346.614258
	Iteration 43Q: 3 clusters Score -4911461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4911465.000000 Penalty: 12346.614258
	Iteration 44Q: 3 clusters Score -4911465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4911471.000000 Penalty: 12346.614258
	Iteration 45Q: 3 clusters Score -4911471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4911471.500000 Penalty: 12346.614258
	Iteration 46Q: 3 clusters Score -4911472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4911478.000000 Penalty: 12346.614258
	Iteration 47Q: 3 clusters Score -4911478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4911482.000000 Penalty: 12346.614258
	Iteration 48Q: 3 clusters Score -4911482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4911492.000000 Penalty: 12346.614258
	Iteration 49Q: 3 clusters Score -4911492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4911490.500000 Penalty: 12346.614258
	Iteration 50Q: 3 clusters Score -4911490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4911501.000000 Penalty: 12346.614258
	Iteration 51Q: 3 clusters Score -4911501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4911506.000000 Penalty: 12346.614258
	Iteration 52Q: 3 clusters Score -4911506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4911501.000000 Penalty: 12346.614258
	Iteration 53Q: 3 clusters Score -4911501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4911504.000000 Penalty: 12346.614258
	Iteration 54Q: 3 clusters Score -4911504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4911504.500000 Penalty: 12346.614258
	Iteration 55Q: 3 clusters Score -4911504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4911513.500000 Penalty: 12346.614258
	Iteration 56Q: 3 clusters Score -4911514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4911506.000000 Penalty: 12346.614258
	Iteration 57Q: 3 clusters Score -4911506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4911507.500000 Penalty: 12346.614258
	Iteration 58Q: 3 clusters Score -4911508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4911516.500000 Penalty: 12346.614258
	Iteration 59Q: 3 clusters Score -4911516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4911514.000000 Penalty: 12346.614258
	Iteration 60F: 3 clusters Score -4911514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4911512.000000 Penalty: 12346.614258
	Iteration 61Q: 3 clusters Score -4911512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4911513.500000 Penalty: 12346.614258
	Iteration 62Q: 3 clusters Score -4911514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4911513.500000 Penalty: 12346.614258
	Iteration 63F: 3 clusters Score -4911514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -125074.968750 Penalty: 4014.284424
	Iteration 0F: 2 clusters Score -125075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -121401.195312 Penalty: 8028.568848
	Iteration 0F: 3 clusters Score -121401.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -121814.140625 Penalty: 8028.568848
	Iteration 1F: 3 clusters Score -121814.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -122169.835938 Penalty: 8028.568848
	Iteration 2F: 3 clusters Score -122169.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -122505.070312 Penalty: 8028.568848
	Iteration 3F: 3 clusters Score -122505.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -122929.304688 Penalty: 8028.568848
	Iteration 4Q: 3 clusters Score -122929.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -123064.992188 Penalty: 8028.568848
	Iteration 5Q: 3 clusters Score -123065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -123143.718750 Penalty: 8028.568848
	Iteration 6Q: 3 clusters Score -123143.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -123271.953125 Penalty: 8028.568848
	Iteration 7Q: 3 clusters Score -123272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -123398.984375 Penalty: 8028.568848
	Iteration 8Q: 3 clusters Score -123399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -123599.234375 Penalty: 8028.568848
	Iteration 9Q: 3 clusters Score -123599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -123615.093750 Penalty: 8028.568848
	Iteration 10Q: 3 clusters Score -123615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -123623.367188 Penalty: 8028.568848
	Iteration 11Q: 3 clusters Score -123623.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -123623.367188 Penalty: 8028.568848
	Iteration 12F: 3 clusters Score -123623.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -54150.562500 Penalty: 3594.944336
	Iteration 0F: 2 clusters Score -54150.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51244.968750 Penalty: 7189.888672
	Iteration 0F: 3 clusters Score -51244.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51429.011719 Penalty: 7189.888672
	Iteration 1F: 3 clusters Score -51429.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51491.066406 Penalty: 7189.888672
	Iteration 2Q: 3 clusters Score -51491.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51587.355469 Penalty: 7189.888672
	Iteration 3Q: 3 clusters Score -51587.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51609.441406 Penalty: 7189.888672
	Iteration 4Q: 3 clusters Score -51609.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51634.628906 Penalty: 7189.888672
	Iteration 5Q: 3 clusters Score -51634.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51661.792969 Penalty: 7189.888672
	Iteration 6Q: 3 clusters Score -51661.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51667.472656 Penalty: 7189.888672
	Iteration 7Q: 3 clusters Score -51667.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51674.152344 Penalty: 7189.888672
	Iteration 8Q: 3 clusters Score -51674.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51674.152344 Penalty: 7189.888672
	Iteration 9F: 3 clusters Score -51674.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422960.000000 Penalty: 199048.500000
Iteration 124F: 26 clusters Score -8.942296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 695 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422992.000000 Penalty: 199048.500000
Iteration 125Q: 26 clusters Score -8.942299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87477 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 693 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423008.000000 Penalty: 199048.500000
Iteration 126Q: 26 clusters Score -8.942301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87476 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 693 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422984.000000 Penalty: 199048.500000
Iteration 127Q: 26 clusters Score -8.942298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22262 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87475 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 693 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422984.000000 Penalty: 199048.500000
Iteration 128Q: 26 clusters Score -8.942298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87476 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 693 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423000.000000 Penalty: 199048.500000
Iteration 129Q: 26 clusters Score -8.9423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 75273 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 17 contains 25576 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 87476 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 23834 members 
Mstep: Class 23 contains 693 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423000.000000 Penalty: 199048.500000
Iteration 130F: 26 clusters Score -8.9423e+07 nChanged 0
Entering ConstructFrom: 
Score: -89423000.000000 Penalty: 199048.500000
Entering ConstructFrom: 
Trying to split cluster 1 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -146921.046875 Penalty: 4112.429199
	Iteration 0F: 2 clusters Score -146921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -143014.921875 Penalty: 8224.858398
	Iteration 0F: 3 clusters Score -143014.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -143275.203125 Penalty: 8224.858398
	Iteration 1F: 3 clusters Score -143275.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -143388.171875 Penalty: 8224.858398
	Iteration 2Q: 3 clusters Score -143388.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -143454.687500 Penalty: 8224.858398
	Iteration 3Q: 3 clusters Score -143454.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -143500.375000 Penalty: 8224.858398
	Iteration 4Q: 3 clusters Score -143500.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -143520.843750 Penalty: 8224.858398
	Iteration 5Q: 3 clusters Score -143520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -143535.296875 Penalty: 8224.858398
	Iteration 6Q: 3 clusters Score -143535.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -143547.437500 Penalty: 8224.858398
	Iteration 7Q: 3 clusters Score -143547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -143557.421875 Penalty: 8224.858398
	Iteration 8Q: 3 clusters Score -143557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -143563.828125 Penalty: 8224.858398
	Iteration 9Q: 3 clusters Score -143563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -143583.953125 Penalty: 8224.858398
	Iteration 10Q: 3 clusters Score -143584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -143594.453125 Penalty: 8224.858398
	Iteration 11Q: 3 clusters Score -143594.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -143601.578125 Penalty: 8224.858398
	Iteration 12Q: 3 clusters Score -143601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -143610.703125 Penalty: 8224.858398
	Iteration 13Q: 3 clusters Score -143610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -143614.281250 Penalty: 8224.858398
	Iteration 14Q: 3 clusters Score -143614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -143617.453125 Penalty: 8224.858398
	Iteration 15Q: 3 clusters Score -143617.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -143617.453125 Penalty: 8224.858398
	Iteration 16F: 3 clusters Score -143617.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -67564.601562 Penalty: 3668.238770
	Iteration 0F: 2 clusters Score -67564.6 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 204 members 
Entering Unmasked Estep 
Score: -64441.246094 Penalty: 7336.477539
	Iteration 0F: 3 clusters Score -64441.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -64531.226562 Penalty: 7336.477539
	Iteration 1Q: 3 clusters Score -64531.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64562.496094 Penalty: 7336.477539
	Iteration 2Q: 3 clusters Score -64562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64592.675781 Penalty: 7336.477539
	Iteration 3Q: 3 clusters Score -64592.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64647.320312 Penalty: 7336.477539
	Iteration 4Q: 3 clusters Score -64647.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64658.074219 Penalty: 7336.477539
	Iteration 5Q: 3 clusters Score -64658.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64681.289062 Penalty: 7336.477539
	Iteration 6Q: 3 clusters Score -64681.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64723.964844 Penalty: 7336.477539
	Iteration 7Q: 3 clusters Score -64723.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64759.253906 Penalty: 7336.477539
	Iteration 8Q: 3 clusters Score -64759.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64774.617188 Penalty: 7336.477539
	Iteration 9Q: 3 clusters Score -64774.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64784.175781 Penalty: 7336.477539
	Iteration 10Q: 3 clusters Score -64784.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64796.343750 Penalty: 7336.477539
	Iteration 11Q: 3 clusters Score -64796.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64796.343750 Penalty: 7336.477539
	Iteration 12F: 3 clusters Score -64796.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -92137.492188 Penalty: 3814.962891
	Iteration 0F: 2 clusters Score -92137.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -88731.992188 Penalty: 7629.925781
	Iteration 0F: 3 clusters Score -88731.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88858.781250 Penalty: 7629.925781
	Iteration 1F: 3 clusters Score -88858.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -88877.906250 Penalty: 7629.925781
	Iteration 2Q: 3 clusters Score -88877.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -88889.164062 Penalty: 7629.925781
	Iteration 3Q: 3 clusters Score -88889.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -88909.023438 Penalty: 7629.925781
	Iteration 4Q: 3 clusters Score -88909.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -88914.343750 Penalty: 7629.925781
	Iteration 5Q: 3 clusters Score -88914.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -88914.343750 Penalty: 7629.925781
	Iteration 6F: 3 clusters Score -88914.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (75273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Entering Unmasked Estep 
Score: -15591572.000000 Penalty: 6877.687012
	Iteration 0F: 2 clusters Score -1.559157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -15539229.000000 Penalty: 13755.374023
	Iteration 0F: 3 clusters Score -1.553923e+07 nChanged 34147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -15557773.000000 Penalty: 13755.374023
	Iteration 1F: 3 clusters Score -1.555777e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -15558798.000000 Penalty: 13755.374023
	Iteration 2Q: 3 clusters Score -1.55588e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -15559686.000000 Penalty: 13755.374023
	Iteration 3Q: 3 clusters Score -1.555969e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -15560631.000000 Penalty: 13755.374023
	Iteration 4Q: 3 clusters Score -1.556063e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -15561549.000000 Penalty: 13755.374023
	Iteration 5Q: 3 clusters Score -1.556155e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -15562522.000000 Penalty: 13755.374023
	Iteration 6Q: 3 clusters Score -1.556252e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -15563608.000000 Penalty: 13755.374023
	Iteration 7Q: 3 clusters Score -1.556361e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -15564876.000000 Penalty: 13755.374023
	Iteration 8Q: 3 clusters Score -1.556488e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -15566332.000000 Penalty: 13755.374023
	Iteration 9Q: 3 clusters Score -1.556633e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -15568043.000000 Penalty: 13755.374023
	Iteration 10Q: 3 clusters Score -1.556804e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -15569528.000000 Penalty: 13755.374023
	Iteration 11Q: 3 clusters Score -1.556953e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -15571082.000000 Penalty: 13755.374023
	Iteration 12Q: 3 clusters Score -1.557108e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -15572601.000000 Penalty: 13755.374023
	Iteration 13Q: 3 clusters Score -1.55726e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -15574084.000000 Penalty: 13755.374023
	Iteration 14Q: 3 clusters Score -1.557408e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -15575683.000000 Penalty: 13755.374023
	Iteration 15Q: 3 clusters Score -1.557568e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -15577468.000000 Penalty: 13755.374023
	Iteration 16Q: 3 clusters Score -1.557747e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -15579205.000000 Penalty: 13755.374023
	Iteration 17Q: 3 clusters Score -1.55792e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -15580789.000000 Penalty: 13755.374023
	Iteration 18Q: 3 clusters Score -1.558079e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -15582041.000000 Penalty: 13755.374023
	Iteration 19Q: 3 clusters Score -1.558204e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -15582786.000000 Penalty: 13755.374023
	Iteration 20F: 3 clusters Score -1.558279e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -15583328.000000 Penalty: 13755.374023
	Iteration 21Q: 3 clusters Score -1.558333e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -15583754.000000 Penalty: 13755.374023
	Iteration 22Q: 3 clusters Score -1.558375e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -15584118.000000 Penalty: 13755.374023
	Iteration 23Q: 3 clusters Score -1.558412e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -15584417.000000 Penalty: 13755.374023
	Iteration 24Q: 3 clusters Score -1.558442e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -15584696.000000 Penalty: 13755.374023
	Iteration 25Q: 3 clusters Score -1.55847e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -15584949.000000 Penalty: 13755.374023
	Iteration 26Q: 3 clusters Score -1.558495e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -15585095.000000 Penalty: 13755.374023
	Iteration 27Q: 3 clusters Score -1.55851e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -15585261.000000 Penalty: 13755.374023
	Iteration 28Q: 3 clusters Score -1.558526e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -15585397.000000 Penalty: 13755.374023
	Iteration 29Q: 3 clusters Score -1.55854e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -15585468.000000 Penalty: 13755.374023
	Iteration 30Q: 3 clusters Score -1.558547e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -15585563.000000 Penalty: 13755.374023
	Iteration 31Q: 3 clusters Score -1.558556e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -15585649.000000 Penalty: 13755.374023
	Iteration 32Q: 3 clusters Score -1.558565e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -15585767.000000 Penalty: 13755.374023
	Iteration 33Q: 3 clusters Score -1.558577e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -15585812.000000 Penalty: 13755.374023
	Iteration 34Q: 3 clusters Score -1.558581e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -15585855.000000 Penalty: 13755.374023
	Iteration 35Q: 3 clusters Score -1.558586e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -15585897.000000 Penalty: 13755.374023
	Iteration 36Q: 3 clusters Score -1.55859e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -15585912.000000 Penalty: 13755.374023
	Iteration 37Q: 3 clusters Score -1.558591e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -15585914.000000 Penalty: 13755.374023
	Iteration 38Q: 3 clusters Score -1.558591e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -15585920.000000 Penalty: 13755.374023
	Iteration 39Q: 3 clusters Score -1.558592e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -15585949.000000 Penalty: 13755.374023
	Iteration 40F: 3 clusters Score -1.558595e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -15585966.000000 Penalty: 13755.374023
	Iteration 41Q: 3 clusters Score -1.558597e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -15585933.000000 Penalty: 13755.374023
	Iteration 42Q: 3 clusters Score -1.558593e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -15585947.000000 Penalty: 13755.374023
	Iteration 43Q: 3 clusters Score -1.558595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -15585981.000000 Penalty: 13755.374023
	Iteration 44Q: 3 clusters Score -1.558598e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -15585986.000000 Penalty: 13755.374023
	Iteration 45Q: 3 clusters Score -1.558599e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -15586023.000000 Penalty: 13755.374023
	Iteration 46Q: 3 clusters Score -1.558602e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
Score: -15585997.000000 Penalty: 13755.374023
	Iteration 47Q: 3 clusters Score -1.5586e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -15586021.000000 Penalty: 13755.374023
	Iteration 48Q: 3 clusters Score -1.558602e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -15586018.000000 Penalty: 13755.374023
	Iteration 49Q: 3 clusters Score -1.558602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -15586027.000000 Penalty: 13755.374023
	Iteration 50Q: 3 clusters Score -1.558603e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -15586039.000000 Penalty: 13755.374023
	Iteration 51Q: 3 clusters Score -1.558604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -15586050.000000 Penalty: 13755.374023
	Iteration 52Q: 3 clusters Score -1.558605e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -15586054.000000 Penalty: 13755.374023
	Iteration 53Q: 3 clusters Score -1.558605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -15586069.000000 Penalty: 13755.374023
	Iteration 54Q: 3 clusters Score -1.558607e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -15586084.000000 Penalty: 13755.374023
	Iteration 55Q: 3 clusters Score -1.558608e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -15586080.000000 Penalty: 13755.374023
	Iteration 56Q: 3 clusters Score -1.558608e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -15586098.000000 Penalty: 13755.374023
	Iteration 57Q: 3 clusters Score -1.55861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -15586117.000000 Penalty: 13755.374023
	Iteration 58Q: 3 clusters Score -1.558612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -15586129.000000 Penalty: 13755.374023
	Iteration 59Q: 3 clusters Score -1.558613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -15586142.000000 Penalty: 13755.374023
	Iteration 60F: 3 clusters Score -1.558614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -15586160.000000 Penalty: 13755.374023
	Iteration 61Q: 3 clusters Score -1.558616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -15586160.000000 Penalty: 13755.374023
	Iteration 62Q: 3 clusters Score -1.558616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -15586151.000000 Penalty: 13755.374023
	Iteration 63Q: 3 clusters Score -1.558615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -15586155.000000 Penalty: 13755.374023
	Iteration 64Q: 3 clusters Score -1.558616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -15586148.000000 Penalty: 13755.374023
	Iteration 65Q: 3 clusters Score -1.558615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -15586146.000000 Penalty: 13755.374023
	Iteration 66Q: 3 clusters Score -1.558615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -15586162.000000 Penalty: 13755.374023
	Iteration 67Q: 3 clusters Score -1.558616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -15586159.000000 Penalty: 13755.374023
	Iteration 68Q: 3 clusters Score -1.558616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -15586159.000000 Penalty: 13755.374023
	Iteration 69Q: 3 clusters Score -1.558616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -15586163.000000 Penalty: 13755.374023
	Iteration 70Q: 3 clusters Score -1.558616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -15586166.000000 Penalty: 13755.374023
	Iteration 71Q: 3 clusters Score -1.558617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -15586156.000000 Penalty: 13755.374023
	Iteration 72Q: 3 clusters Score -1.558616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -15586166.000000 Penalty: 13755.374023
	Iteration 73Q: 3 clusters Score -1.558617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -15586168.000000 Penalty: 13755.374023
	Iteration 74Q: 3 clusters Score -1.558617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -15586178.000000 Penalty: 13755.374023
	Iteration 75Q: 3 clusters Score -1.558618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -15586166.000000 Penalty: 13755.374023
	Iteration 76Q: 3 clusters Score -1.558617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -15586165.000000 Penalty: 13755.374023
	Iteration 77Q: 3 clusters Score -1.558616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -15586166.000000 Penalty: 13755.374023
	Iteration 78Q: 3 clusters Score -1.558617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
Score: -15586162.000000 Penalty: 13755.374023
	Iteration 79Q: 3 clusters Score -1.558616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -15586145.000000 Penalty: 13755.374023
	Iteration 80F: 3 clusters Score -1.558614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -15586149.000000 Penalty: 13755.374023
	Iteration 81Q: 3 clusters Score -1.558615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -15586145.000000 Penalty: 13755.374023
	Iteration 82Q: 3 clusters Score -1.558614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -15586148.000000 Penalty: 13755.374023
	Iteration 83Q: 3 clusters Score -1.558615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -15586142.000000 Penalty: 13755.374023
	Iteration 84Q: 3 clusters Score -1.558614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -15586149.000000 Penalty: 13755.374023
	Iteration 85Q: 3 clusters Score -1.558615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 70957 members 
Entering Unmasked Estep 
Score: -15586150.000000 Penalty: 13755.374023
	Iteration 86Q: 3 clusters Score -1.558615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -15586161.000000 Penalty: 13755.374023
	Iteration 87Q: 3 clusters Score -1.558616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -15586156.000000 Penalty: 13755.374023
	Iteration 88Q: 3 clusters Score -1.558616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -15586145.000000 Penalty: 13755.374023
	Iteration 89Q: 3 clusters Score -1.558614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -15586160.000000 Penalty: 13755.374023
	Iteration 90Q: 3 clusters Score -1.558616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -15586155.000000 Penalty: 13755.374023
	Iteration 91Q: 3 clusters Score -1.558616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -15586163.000000 Penalty: 13755.374023
	Iteration 92Q: 3 clusters Score -1.558616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -15586161.000000 Penalty: 13755.374023
	Iteration 93Q: 3 clusters Score -1.558616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -15586162.000000 Penalty: 13755.374023
	Iteration 94Q: 3 clusters Score -1.558616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -15586174.000000 Penalty: 13755.374023
	Iteration 95Q: 3 clusters Score -1.558617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -15586180.000000 Penalty: 13755.374023
	Iteration 96Q: 3 clusters Score -1.558618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -15586160.000000 Penalty: 13755.374023
	Iteration 97Q: 3 clusters Score -1.558616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -15586172.000000 Penalty: 13755.374023
	Iteration 98Q: 3 clusters Score -1.558617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -15586175.000000 Penalty: 13755.374023
	Iteration 99Q: 3 clusters Score -1.558618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -15586194.000000 Penalty: 13755.374023
	Iteration 100F: 3 clusters Score -1.558619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 71080 members 
Entering Unmasked Estep 
Score: -15586180.000000 Penalty: 13755.374023
	Iteration 101Q: 3 clusters Score -1.558618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -15586166.000000 Penalty: 13755.374023
	Iteration 102Q: 3 clusters Score -1.558617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -15586169.000000 Penalty: 13755.374023
	Iteration 103Q: 3 clusters Score -1.558617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -15586163.000000 Penalty: 13755.374023
	Iteration 104Q: 3 clusters Score -1.558616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -15586152.000000 Penalty: 13755.374023
	Iteration 105Q: 3 clusters Score -1.558615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -15586153.000000 Penalty: 13755.374023
	Iteration 106Q: 3 clusters Score -1.558615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -15586160.000000 Penalty: 13755.374023
	Iteration 107Q: 3 clusters Score -1.558616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -15586180.000000 Penalty: 13755.374023
	Iteration 108Q: 3 clusters Score -1.558618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -15586164.000000 Penalty: 13755.374023
	Iteration 109Q: 3 clusters Score -1.558616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -15586158.000000 Penalty: 13755.374023
	Iteration 110Q: 3 clusters Score -1.558616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -15586174.000000 Penalty: 13755.374023
	Iteration 111Q: 3 clusters Score -1.558617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -15586173.000000 Penalty: 13755.374023
	Iteration 112Q: 3 clusters Score -1.558617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -15586151.000000 Penalty: 13755.374023
	Iteration 113Q: 3 clusters Score -1.558615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -15586161.000000 Penalty: 13755.374023
	Iteration 114Q: 3 clusters Score -1.558616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -15586158.000000 Penalty: 13755.374023
	Iteration 115Q: 3 clusters Score -1.558616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -15586168.000000 Penalty: 13755.374023
	Iteration 116Q: 3 clusters Score -1.558617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -15586165.000000 Penalty: 13755.374023
	Iteration 117Q: 3 clusters Score -1.558616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -15586160.000000 Penalty: 13755.374023
	Iteration 118Q: 3 clusters Score -1.558616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -15586163.000000 Penalty: 13755.374023
	Iteration 119Q: 3 clusters Score -1.558616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -15586158.000000 Penalty: 13755.374023
	Iteration 120F: 3 clusters Score -1.558616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Entering Unmasked Estep 
Score: -8785802.000000 Penalty: 6525.203125
	Iteration 0F: 2 clusters Score -8785802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -8754929.000000 Penalty: 13050.406250
	Iteration 0F: 3 clusters Score -8754929 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -8764761.000000 Penalty: 13050.406250
	Iteration 1F: 3 clusters Score -8764761 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -8765527.000000 Penalty: 13050.406250
	Iteration 2F: 3 clusters Score -8765527 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -8766050.000000 Penalty: 13050.406250
	Iteration 3Q: 3 clusters Score -8766050 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -8766455.000000 Penalty: 13050.406250
	Iteration 4Q: 3 clusters Score -8766455 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -8766814.000000 Penalty: 13050.406250
	Iteration 5Q: 3 clusters Score -8766814 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -8767122.000000 Penalty: 13050.406250
	Iteration 6Q: 3 clusters Score -8767122 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -8767386.000000 Penalty: 13050.406250
	Iteration 7Q: 3 clusters Score -8767386 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -8767644.000000 Penalty: 13050.406250
	Iteration 8Q: 3 clusters Score -8767644 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -8767944.000000 Penalty: 13050.406250
	Iteration 9Q: 3 clusters Score -8767944 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -8768315.000000 Penalty: 13050.406250
	Iteration 10Q: 3 clusters Score -8768315 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -8768738.000000 Penalty: 13050.406250
	Iteration 11Q: 3 clusters Score -8768738 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -8769327.000000 Penalty: 13050.406250
	Iteration 12Q: 3 clusters Score -8769327 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -8770023.000000 Penalty: 13050.406250
	Iteration 13Q: 3 clusters Score -8770023 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -8770826.000000 Penalty: 13050.406250
	Iteration 14Q: 3 clusters Score -8770826 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -8771883.000000 Penalty: 13050.406250
	Iteration 15Q: 3 clusters Score -8771883 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -8773024.000000 Penalty: 13050.406250
	Iteration 16Q: 3 clusters Score -8773024 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -8774306.000000 Penalty: 13050.406250
	Iteration 17Q: 3 clusters Score -8774306 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -8775344.000000 Penalty: 13050.406250
	Iteration 18Q: 3 clusters Score -8775344 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -8776370.000000 Penalty: 13050.406250
	Iteration 19Q: 3 clusters Score -8776370 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -8777213.000000 Penalty: 13050.406250
	Iteration 20F: 3 clusters Score -8777213 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8777897.000000 Penalty: 13050.406250
	Iteration 21Q: 3 clusters Score -8777897 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8778350.000000 Penalty: 13050.406250
	Iteration 22Q: 3 clusters Score -8778350 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8778790.000000 Penalty: 13050.406250
	Iteration 23Q: 3 clusters Score -8778790 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8779104.000000 Penalty: 13050.406250
	Iteration 24Q: 3 clusters Score -8779104 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8779330.000000 Penalty: 13050.406250
	Iteration 25Q: 3 clusters Score -8779330 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8779502.000000 Penalty: 13050.406250
	Iteration 26Q: 3 clusters Score -8779502 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8779599.000000 Penalty: 13050.406250
	Iteration 27Q: 3 clusters Score -8779599 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8779692.000000 Penalty: 13050.406250
	Iteration 28Q: 3 clusters Score -8779692 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8779751.000000 Penalty: 13050.406250
	Iteration 29Q: 3 clusters Score -8779751 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8779811.000000 Penalty: 13050.406250
	Iteration 30Q: 3 clusters Score -8779811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8779853.000000 Penalty: 13050.406250
	Iteration 31Q: 3 clusters Score -8779853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8779872.000000 Penalty: 13050.406250
	Iteration 32Q: 3 clusters Score -8779872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8779893.000000 Penalty: 13050.406250
	Iteration 33Q: 3 clusters Score -8779893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8779905.000000 Penalty: 13050.406250
	Iteration 34Q: 3 clusters Score -8779905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8779916.000000 Penalty: 13050.406250
	Iteration 35Q: 3 clusters Score -8779916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8779936.000000 Penalty: 13050.406250
	Iteration 36Q: 3 clusters Score -8779936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8779960.000000 Penalty: 13050.406250
	Iteration 37Q: 3 clusters Score -8779960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8779966.000000 Penalty: 13050.406250
	Iteration 38Q: 3 clusters Score -8779966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8779982.000000 Penalty: 13050.406250
	Iteration 39Q: 3 clusters Score -8779982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8779994.000000 Penalty: 13050.406250
	Iteration 40F: 3 clusters Score -8779994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8779995.000000 Penalty: 13050.406250
	Iteration 41Q: 3 clusters Score -8779995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8779998.000000 Penalty: 13050.406250
	Iteration 42Q: 3 clusters Score -8779998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8780001.000000 Penalty: 13050.406250
	Iteration 43Q: 3 clusters Score -8780001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8780013.000000 Penalty: 13050.406250
	Iteration 44Q: 3 clusters Score -8780013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8780020.000000 Penalty: 13050.406250
	Iteration 45Q: 3 clusters Score -8780020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8780009.000000 Penalty: 13050.406250
	Iteration 46Q: 3 clusters Score -8780009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8780018.000000 Penalty: 13050.406250
	Iteration 47Q: 3 clusters Score -8780018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8780017.000000 Penalty: 13050.406250
	Iteration 48Q: 3 clusters Score -8780017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8780022.000000 Penalty: 13050.406250
	Iteration 49Q: 3 clusters Score -8780022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8780017.000000 Penalty: 13050.406250
	Iteration 50Q: 3 clusters Score -8780017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8780013.000000 Penalty: 13050.406250
	Iteration 51Q: 3 clusters Score -8780013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8780015.000000 Penalty: 13050.406250
	Iteration 52Q: 3 clusters Score -8780015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8780021.000000 Penalty: 13050.406250
	Iteration 53Q: 3 clusters Score -8780021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8780015.000000 Penalty: 13050.406250
	Iteration 54Q: 3 clusters Score -8780015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8780018.000000 Penalty: 13050.406250
	Iteration 55Q: 3 clusters Score -8780018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8780023.000000 Penalty: 13050.406250
	Iteration 56Q: 3 clusters Score -8780023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8780021.000000 Penalty: 13050.406250
	Iteration 57Q: 3 clusters Score -8780021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8780022.000000 Penalty: 13050.406250
	Iteration 58Q: 3 clusters Score -8780022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8780022.000000 Penalty: 13050.406250
	Iteration 59F: 3 clusters Score -8780022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Entering Unmasked Estep 
Score: -4551484.500000 Penalty: 6120.549316
	Iteration 0F: 2 clusters Score -4551484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -4533806.500000 Penalty: 12241.098633
	Iteration 0F: 3 clusters Score -4533806 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4538254.000000 Penalty: 12241.098633
	Iteration 1F: 3 clusters Score -4538254 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4538902.000000 Penalty: 12241.098633
	Iteration 2F: 3 clusters Score -4538902 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4539343.000000 Penalty: 12241.098633
	Iteration 3Q: 3 clusters Score -4539343 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4539674.000000 Penalty: 12241.098633
	Iteration 4Q: 3 clusters Score -4539674 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4539947.500000 Penalty: 12241.098633
	Iteration 5Q: 3 clusters Score -4539948 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4540268.500000 Penalty: 12241.098633
	Iteration 6Q: 3 clusters Score -4540268 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -4540524.500000 Penalty: 12241.098633
	Iteration 7Q: 3 clusters Score -4540524 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4540798.000000 Penalty: 12241.098633
	Iteration 8Q: 3 clusters Score -4540798 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -4541106.000000 Penalty: 12241.098633
	Iteration 9Q: 3 clusters Score -4541106 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -4541466.500000 Penalty: 12241.098633
	Iteration 10Q: 3 clusters Score -4541466 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -4541861.500000 Penalty: 12241.098633
	Iteration 11Q: 3 clusters Score -4541862 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -4542368.000000 Penalty: 12241.098633
	Iteration 12Q: 3 clusters Score -4542368 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4542950.000000 Penalty: 12241.098633
	Iteration 13Q: 3 clusters Score -4542950 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4543513.500000 Penalty: 12241.098633
	Iteration 14Q: 3 clusters Score -4543514 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4543983.500000 Penalty: 12241.098633
	Iteration 15Q: 3 clusters Score -4543984 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4544420.000000 Penalty: 12241.098633
	Iteration 16Q: 3 clusters Score -4544420 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4544771.000000 Penalty: 12241.098633
	Iteration 17Q: 3 clusters Score -4544771 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4545021.500000 Penalty: 12241.098633
	Iteration 18Q: 3 clusters Score -4545022 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4545261.000000 Penalty: 12241.098633
	Iteration 19Q: 3 clusters Score -4545261 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4545436.000000 Penalty: 12241.098633
	Iteration 20F: 3 clusters Score -4545436 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4545575.500000 Penalty: 12241.098633
	Iteration 21Q: 3 clusters Score -4545576 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4545700.500000 Penalty: 12241.098633
	Iteration 22Q: 3 clusters Score -4545700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4545782.500000 Penalty: 12241.098633
	Iteration 23Q: 3 clusters Score -4545782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4545851.000000 Penalty: 12241.098633
	Iteration 24Q: 3 clusters Score -4545851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4545920.000000 Penalty: 12241.098633
	Iteration 25Q: 3 clusters Score -4545920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4545974.500000 Penalty: 12241.098633
	Iteration 26Q: 3 clusters Score -4545974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4546007.500000 Penalty: 12241.098633
	Iteration 27Q: 3 clusters Score -4546008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4546032.000000 Penalty: 12241.098633
	Iteration 28Q: 3 clusters Score -4546032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4546049.000000 Penalty: 12241.098633
	Iteration 29Q: 3 clusters Score -4546049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4546063.000000 Penalty: 12241.098633
	Iteration 30Q: 3 clusters Score -4546063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4546073.500000 Penalty: 12241.098633
	Iteration 31Q: 3 clusters Score -4546074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4546086.500000 Penalty: 12241.098633
	Iteration 32Q: 3 clusters Score -4546086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4546098.500000 Penalty: 12241.098633
	Iteration 33Q: 3 clusters Score -4546098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4546107.500000 Penalty: 12241.098633
	Iteration 34Q: 3 clusters Score -4546108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4546124.000000 Penalty: 12241.098633
	Iteration 35Q: 3 clusters Score -4546124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4546128.000000 Penalty: 12241.098633
	Iteration 36Q: 3 clusters Score -4546128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4546137.500000 Penalty: 12241.098633
	Iteration 37Q: 3 clusters Score -4546138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4546140.000000 Penalty: 12241.098633
	Iteration 38Q: 3 clusters Score -4546140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4546153.500000 Penalty: 12241.098633
	Iteration 39Q: 3 clusters Score -4546154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4546174.500000 Penalty: 12241.098633
	Iteration 40F: 3 clusters Score -4546174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4546179.000000 Penalty: 12241.098633
	Iteration 41Q: 3 clusters Score -4546179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4546184.500000 Penalty: 12241.098633
	Iteration 42Q: 3 clusters Score -4546184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4546183.000000 Penalty: 12241.098633
	Iteration 43Q: 3 clusters Score -4546183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4546188.500000 Penalty: 12241.098633
	Iteration 44Q: 3 clusters Score -4546188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4546188.500000 Penalty: 12241.098633
	Iteration 45Q: 3 clusters Score -4546188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4546190.000000 Penalty: 12241.098633
	Iteration 46Q: 3 clusters Score -4546190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4546190.500000 Penalty: 12241.098633
	Iteration 47Q: 3 clusters Score -4546190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4546192.000000 Penalty: 12241.098633
	Iteration 48Q: 3 clusters Score -4546192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4546195.500000 Penalty: 12241.098633
	Iteration 49Q: 3 clusters Score -4546196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4546202.000000 Penalty: 12241.098633
	Iteration 50Q: 3 clusters Score -4546202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4546202.500000 Penalty: 12241.098633
	Iteration 51Q: 3 clusters Score -4546202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4546202.500000 Penalty: 12241.098633
	Iteration 52Q: 3 clusters Score -4546202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4546198.000000 Penalty: 12241.098633
	Iteration 53Q: 3 clusters Score -4546198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4546201.000000 Penalty: 12241.098633
	Iteration 54Q: 3 clusters Score -4546201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4546210.500000 Penalty: 12241.098633
	Iteration 55Q: 3 clusters Score -4546210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4546210.000000 Penalty: 12241.098633
	Iteration 56Q: 3 clusters Score -4546210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4546211.000000 Penalty: 12241.098633
	Iteration 57Q: 3 clusters Score -4546211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4546211.000000 Penalty: 12241.098633
	Iteration 58Q: 3 clusters Score -4546211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4546213.000000 Penalty: 12241.098633
	Iteration 59Q: 3 clusters Score -4546213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4546211.500000 Penalty: 12241.098633
	Iteration 60F: 3 clusters Score -4546212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4546218.000000 Penalty: 12241.098633
	Iteration 61Q: 3 clusters Score -4546218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4546216.500000 Penalty: 12241.098633
	Iteration 62Q: 3 clusters Score -4546216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4546213.000000 Penalty: 12241.098633
	Iteration 63Q: 3 clusters Score -4546213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4546214.000000 Penalty: 12241.098633
	Iteration 64Q: 3 clusters Score -4546214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4546219.500000 Penalty: 12241.098633
	Iteration 65Q: 3 clusters Score -4546220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4546224.000000 Penalty: 12241.098633
	Iteration 66Q: 3 clusters Score -4546224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4546223.000000 Penalty: 12241.098633
	Iteration 67Q: 3 clusters Score -4546223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4546223.500000 Penalty: 12241.098633
	Iteration 68Q: 3 clusters Score -4546224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4546223.500000 Penalty: 12241.098633
	Iteration 69F: 3 clusters Score -4546224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Entering Unmasked Estep 
Score: -4873807.000000 Penalty: 6167.237305
	Iteration 0F: 2 clusters Score -4873807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -4855030.500000 Penalty: 12334.474609
	Iteration 0F: 3 clusters Score -4855030 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -4860167.000000 Penalty: 12334.474609
	Iteration 1F: 3 clusters Score -4860167 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -4860824.000000 Penalty: 12334.474609
	Iteration 2F: 3 clusters Score -4860824 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -4861272.000000 Penalty: 12334.474609
	Iteration 3Q: 3 clusters Score -4861272 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4861604.500000 Penalty: 12334.474609
	Iteration 4Q: 3 clusters Score -4861604 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -4861840.500000 Penalty: 12334.474609
	Iteration 5Q: 3 clusters Score -4861840 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -4862059.500000 Penalty: 12334.474609
	Iteration 6Q: 3 clusters Score -4862060 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -4862262.000000 Penalty: 12334.474609
	Iteration 7Q: 3 clusters Score -4862262 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4862464.500000 Penalty: 12334.474609
	Iteration 8Q: 3 clusters Score -4862464 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -4862679.000000 Penalty: 12334.474609
	Iteration 9Q: 3 clusters Score -4862679 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4862885.500000 Penalty: 12334.474609
	Iteration 10Q: 3 clusters Score -4862886 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -4863114.000000 Penalty: 12334.474609
	Iteration 11Q: 3 clusters Score -4863114 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -4863328.500000 Penalty: 12334.474609
	Iteration 12Q: 3 clusters Score -4863328 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4863513.000000 Penalty: 12334.474609
	Iteration 13Q: 3 clusters Score -4863513 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4863745.500000 Penalty: 12334.474609
	Iteration 14Q: 3 clusters Score -4863746 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4863984.500000 Penalty: 12334.474609
	Iteration 15Q: 3 clusters Score -4863984 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4864222.500000 Penalty: 12334.474609
	Iteration 16Q: 3 clusters Score -4864222 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -4864485.000000 Penalty: 12334.474609
	Iteration 17Q: 3 clusters Score -4864485 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -4864783.500000 Penalty: 12334.474609
	Iteration 18Q: 3 clusters Score -4864784 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4865184.000000 Penalty: 12334.474609
	Iteration 19Q: 3 clusters Score -4865184 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -4865546.500000 Penalty: 12334.474609
	Iteration 20F: 3 clusters Score -4865546 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -4865919.000000 Penalty: 12334.474609
	Iteration 21Q: 3 clusters Score -4865919 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4866289.500000 Penalty: 12334.474609
	Iteration 22Q: 3 clusters Score -4866290 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -4866709.000000 Penalty: 12334.474609
	Iteration 23Q: 3 clusters Score -4866709 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4867008.000000 Penalty: 12334.474609
	Iteration 24Q: 3 clusters Score -4867008 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4867301.000000 Penalty: 12334.474609
	Iteration 25Q: 3 clusters Score -4867301 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4867537.500000 Penalty: 12334.474609
	Iteration 26Q: 3 clusters Score -4867538 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -4867781.500000 Penalty: 12334.474609
	Iteration 27Q: 3 clusters Score -4867782 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4867981.000000 Penalty: 12334.474609
	Iteration 28Q: 3 clusters Score -4867981 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4868147.500000 Penalty: 12334.474609
	Iteration 29Q: 3 clusters Score -4868148 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4868228.000000 Penalty: 12334.474609
	Iteration 30Q: 3 clusters Score -4868228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4868296.000000 Penalty: 12334.474609
	Iteration 31Q: 3 clusters Score -4868296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4868341.000000 Penalty: 12334.474609
	Iteration 32Q: 3 clusters Score -4868341 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4868379.000000 Penalty: 12334.474609
	Iteration 33Q: 3 clusters Score -4868379 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4868418.000000 Penalty: 12334.474609
	Iteration 34Q: 3 clusters Score -4868418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -4868438.000000 Penalty: 12334.474609
	Iteration 35Q: 3 clusters Score -4868438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4868450.000000 Penalty: 12334.474609
	Iteration 36Q: 3 clusters Score -4868450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -4868491.500000 Penalty: 12334.474609
	Iteration 37Q: 3 clusters Score -4868492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -4868508.500000 Penalty: 12334.474609
	Iteration 38Q: 3 clusters Score -4868508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -4868514.500000 Penalty: 12334.474609
	Iteration 39Q: 3 clusters Score -4868514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -4868517.500000 Penalty: 12334.474609
	Iteration 40F: 3 clusters Score -4868518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -4868524.000000 Penalty: 12334.474609
	Iteration 41Q: 3 clusters Score -4868524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4868525.500000 Penalty: 12334.474609
	Iteration 42Q: 3 clusters Score -4868526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4868536.500000 Penalty: 12334.474609
	Iteration 43Q: 3 clusters Score -4868536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -4868540.500000 Penalty: 12334.474609
	Iteration 44Q: 3 clusters Score -4868540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4868541.500000 Penalty: 12334.474609
	Iteration 45Q: 3 clusters Score -4868542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4868542.500000 Penalty: 12334.474609
	Iteration 46Q: 3 clusters Score -4868542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -4868544.500000 Penalty: 12334.474609
	Iteration 47Q: 3 clusters Score -4868544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -4868536.500000 Penalty: 12334.474609
	Iteration 48Q: 3 clusters Score -4868536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4868534.500000 Penalty: 12334.474609
	Iteration 49Q: 3 clusters Score -4868534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4868546.500000 Penalty: 12334.474609
	Iteration 50Q: 3 clusters Score -4868546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4868546.000000 Penalty: 12334.474609
	Iteration 51Q: 3 clusters Score -4868546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4868542.000000 Penalty: 12334.474609
	Iteration 52Q: 3 clusters Score -4868542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4868542.000000 Penalty: 12334.474609
	Iteration 53F: 3 clusters Score -4868542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -70961.890625 Penalty: 3610.321777
	Iteration 0F: 2 clusters Score -70961.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67867.648438 Penalty: 7220.643555
	Iteration 0F: 3 clusters Score -67867.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -67933.843750 Penalty: 7220.643555
	Iteration 1Q: 3 clusters Score -67933.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -67959.835938 Penalty: 7220.643555
	Iteration 2Q: 3 clusters Score -67959.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -67970.406250 Penalty: 7220.643555
	Iteration 3Q: 3 clusters Score -67970.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -67970.406250 Penalty: 7220.643555
	Iteration 4F: 3 clusters Score -67970.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -277478.812500 Penalty: 4417.078613
	Iteration 0F: 2 clusters Score -277478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -273003.968750 Penalty: 8834.157227
	Iteration 0F: 3 clusters Score -273004 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -273437.031250 Penalty: 8834.157227
	Iteration 1F: 3 clusters Score -273437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -273549.468750 Penalty: 8834.157227
	Iteration 2Q: 3 clusters Score -273549.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -273593.750000 Penalty: 8834.157227
	Iteration 3Q: 3 clusters Score -273593.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -273608.156250 Penalty: 8834.157227
	Iteration 4Q: 3 clusters Score -273608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -273615.625000 Penalty: 8834.157227
	Iteration 5Q: 3 clusters Score -273615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -273616.718750 Penalty: 8834.157227
	Iteration 6Q: 3 clusters Score -273616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -273619.125000 Penalty: 8834.157227
	Iteration 7Q: 3 clusters Score -273619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -273622.156250 Penalty: 8834.157227
	Iteration 8Q: 3 clusters Score -273622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -273630.312500 Penalty: 8834.157227
	Iteration 9Q: 3 clusters Score -273630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -273635.375000 Penalty: 8834.157227
	Iteration 10Q: 3 clusters Score -273635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -273639.656250 Penalty: 8834.157227
	Iteration 11Q: 3 clusters Score -273639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -273641.656250 Penalty: 8834.157227
	Iteration 12Q: 3 clusters Score -273641.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -273641.656250 Penalty: 8834.157227
	Iteration 13F: 3 clusters Score -273641.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -107585.867188 Penalty: 3870.368164
	Iteration 0F: 2 clusters Score -107585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -104062.445312 Penalty: 7740.736328
	Iteration 0F: 3 clusters Score -104062.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -104290.898438 Penalty: 7740.736328
	Iteration 1F: 3 clusters Score -104290.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -104367.429688 Penalty: 7740.736328
	Iteration 2Q: 3 clusters Score -104367.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -104435.156250 Penalty: 7740.736328
	Iteration 3Q: 3 clusters Score -104435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -104465.656250 Penalty: 7740.736328
	Iteration 4Q: 3 clusters Score -104465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -104468.890625 Penalty: 7740.736328
	Iteration 5Q: 3 clusters Score -104468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -104472.710938 Penalty: 7740.736328
	Iteration 6Q: 3 clusters Score -104472.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -104472.710938 Penalty: 7740.736328
	Iteration 7F: 3 clusters Score -104472.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Entering Unmasked Estep 
Score: -4586733.500000 Penalty: 6131.487305
	Iteration 0F: 2 clusters Score -4586734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4568865.000000 Penalty: 12262.974609
	Iteration 0F: 3 clusters Score -4568865 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -4573765.500000 Penalty: 12262.974609
	Iteration 1F: 3 clusters Score -4573766 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4574644.000000 Penalty: 12262.974609
	Iteration 2F: 3 clusters Score -4574644 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4575264.500000 Penalty: 12262.974609
	Iteration 3F: 3 clusters Score -4575264 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4575835.000000 Penalty: 12262.974609
	Iteration 4Q: 3 clusters Score -4575835 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -4576326.000000 Penalty: 12262.974609
	Iteration 5Q: 3 clusters Score -4576326 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -4576857.000000 Penalty: 12262.974609
	Iteration 6Q: 3 clusters Score -4576857 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -4577344.500000 Penalty: 12262.974609
	Iteration 7Q: 3 clusters Score -4577344 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4577826.000000 Penalty: 12262.974609
	Iteration 8Q: 3 clusters Score -4577826 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -4578265.000000 Penalty: 12262.974609
	Iteration 9Q: 3 clusters Score -4578265 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -4578690.000000 Penalty: 12262.974609
	Iteration 10Q: 3 clusters Score -4578690 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -4579130.000000 Penalty: 12262.974609
	Iteration 11Q: 3 clusters Score -4579130 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -4579526.000000 Penalty: 12262.974609
	Iteration 12Q: 3 clusters Score -4579526 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4579833.000000 Penalty: 12262.974609
	Iteration 13Q: 3 clusters Score -4579833 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -4580125.500000 Penalty: 12262.974609
	Iteration 14Q: 3 clusters Score -4580126 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4580361.500000 Penalty: 12262.974609
	Iteration 15Q: 3 clusters Score -4580362 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4580547.000000 Penalty: 12262.974609
	Iteration 16Q: 3 clusters Score -4580547 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4580697.000000 Penalty: 12262.974609
	Iteration 17Q: 3 clusters Score -4580697 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -4580871.500000 Penalty: 12262.974609
	Iteration 18Q: 3 clusters Score -4580872 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -4581026.000000 Penalty: 12262.974609
	Iteration 19Q: 3 clusters Score -4581026 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -4581127.000000 Penalty: 12262.974609
	Iteration 20F: 3 clusters Score -4581127 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4581271.000000 Penalty: 12262.974609
	Iteration 21Q: 3 clusters Score -4581271 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4581367.500000 Penalty: 12262.974609
	Iteration 22Q: 3 clusters Score -4581368 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -4581461.000000 Penalty: 12262.974609
	Iteration 23Q: 3 clusters Score -4581461 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -4581523.000000 Penalty: 12262.974609
	Iteration 24Q: 3 clusters Score -4581523 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -4581567.500000 Penalty: 12262.974609
	Iteration 25Q: 3 clusters Score -4581568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4581588.000000 Penalty: 12262.974609
	Iteration 26Q: 3 clusters Score -4581588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -4581627.500000 Penalty: 12262.974609
	Iteration 27Q: 3 clusters Score -4581628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -4581670.000000 Penalty: 12262.974609
	Iteration 28Q: 3 clusters Score -4581670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4581662.500000 Penalty: 12262.974609
	Iteration 29Q: 3 clusters Score -4581662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -4581679.500000 Penalty: 12262.974609
	Iteration 30Q: 3 clusters Score -4581680 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4581693.000000 Penalty: 12262.974609
	Iteration 31Q: 3 clusters Score -4581693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -4581693.500000 Penalty: 12262.974609
	Iteration 32Q: 3 clusters Score -4581694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -4581716.000000 Penalty: 12262.974609
	Iteration 33Q: 3 clusters Score -4581716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -4581719.500000 Penalty: 12262.974609
	Iteration 34Q: 3 clusters Score -4581720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4581722.500000 Penalty: 12262.974609
	Iteration 35Q: 3 clusters Score -4581722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -4581728.500000 Penalty: 12262.974609
	Iteration 36Q: 3 clusters Score -4581728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -4581736.000000 Penalty: 12262.974609
	Iteration 37Q: 3 clusters Score -4581736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4581746.500000 Penalty: 12262.974609
	Iteration 38Q: 3 clusters Score -4581746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -4581753.000000 Penalty: 12262.974609
	Iteration 39Q: 3 clusters Score -4581753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -4581748.500000 Penalty: 12262.974609
	Iteration 40F: 3 clusters Score -4581748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4581749.000000 Penalty: 12262.974609
	Iteration 41Q: 3 clusters Score -4581749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4581746.000000 Penalty: 12262.974609
	Iteration 42Q: 3 clusters Score -4581746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -4581757.500000 Penalty: 12262.974609
	Iteration 43Q: 3 clusters Score -4581758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -4581760.500000 Penalty: 12262.974609
	Iteration 44Q: 3 clusters Score -4581760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4581769.500000 Penalty: 12262.974609
	Iteration 45Q: 3 clusters Score -4581770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4581778.500000 Penalty: 12262.974609
	Iteration 46Q: 3 clusters Score -4581778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4581783.000000 Penalty: 12262.974609
	Iteration 47Q: 3 clusters Score -4581783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -4581796.500000 Penalty: 12262.974609
	Iteration 48Q: 3 clusters Score -4581796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4581802.500000 Penalty: 12262.974609
	Iteration 49Q: 3 clusters Score -4581802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4581816.500000 Penalty: 12262.974609
	Iteration 50Q: 3 clusters Score -4581816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4581811.500000 Penalty: 12262.974609
	Iteration 51Q: 3 clusters Score -4581812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4581815.000000 Penalty: 12262.974609
	Iteration 52Q: 3 clusters Score -4581815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4581820.500000 Penalty: 12262.974609
	Iteration 53Q: 3 clusters Score -4581820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -4581817.500000 Penalty: 12262.974609
	Iteration 54Q: 3 clusters Score -4581818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4581830.500000 Penalty: 12262.974609
	Iteration 55Q: 3 clusters Score -4581830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4581828.000000 Penalty: 12262.974609
	Iteration 56Q: 3 clusters Score -4581828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4581840.000000 Penalty: 12262.974609
	Iteration 57Q: 3 clusters Score -4581840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4581849.000000 Penalty: 12262.974609
	Iteration 58Q: 3 clusters Score -4581849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4581842.500000 Penalty: 12262.974609
	Iteration 59Q: 3 clusters Score -4581842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4581859.500000 Penalty: 12262.974609
	Iteration 60F: 3 clusters Score -4581860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4581863.000000 Penalty: 12262.974609
	Iteration 61Q: 3 clusters Score -4581863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4581867.000000 Penalty: 12262.974609
	Iteration 62Q: 3 clusters Score -4581867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4581883.000000 Penalty: 12262.974609
	Iteration 63Q: 3 clusters Score -4581883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4581873.000000 Penalty: 12262.974609
	Iteration 64Q: 3 clusters Score -4581873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -4581883.000000 Penalty: 12262.974609
	Iteration 65Q: 3 clusters Score -4581883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4581894.500000 Penalty: 12262.974609
	Iteration 66Q: 3 clusters Score -4581894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -4581887.000000 Penalty: 12262.974609
	Iteration 67Q: 3 clusters Score -4581887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4581883.500000 Penalty: 12262.974609
	Iteration 68Q: 3 clusters Score -4581884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4581888.000000 Penalty: 12262.974609
	Iteration 69Q: 3 clusters Score -4581888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -4581888.500000 Penalty: 12262.974609
	Iteration 70Q: 3 clusters Score -4581888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4581893.500000 Penalty: 12262.974609
	Iteration 71Q: 3 clusters Score -4581894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -4581897.500000 Penalty: 12262.974609
	Iteration 72Q: 3 clusters Score -4581898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -4581898.000000 Penalty: 12262.974609
	Iteration 73Q: 3 clusters Score -4581898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4581905.500000 Penalty: 12262.974609
	Iteration 74Q: 3 clusters Score -4581906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -4581905.000000 Penalty: 12262.974609
	Iteration 75Q: 3 clusters Score -4581905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -4581904.500000 Penalty: 12262.974609
	Iteration 76Q: 3 clusters Score -4581904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4581903.500000 Penalty: 12262.974609
	Iteration 77Q: 3 clusters Score -4581904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4581907.000000 Penalty: 12262.974609
	Iteration 78Q: 3 clusters Score -4581907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4581907.000000 Penalty: 12262.974609
	Iteration 79F: 3 clusters Score -4581907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -105845.617188 Penalty: 3900.514404
	Iteration 0F: 2 clusters Score -105845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -102298.851562 Penalty: 7801.028809
	Iteration 0F: 3 clusters Score -102298.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -102466.265625 Penalty: 7801.028809
	Iteration 1F: 3 clusters Score -102466.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -102564.593750 Penalty: 7801.028809
	Iteration 2Q: 3 clusters Score -102564.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102630.804688 Penalty: 7801.028809
	Iteration 3Q: 3 clusters Score -102630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -102672.617188 Penalty: 7801.028809
	Iteration 4Q: 3 clusters Score -102672.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -102725.929688 Penalty: 7801.028809
	Iteration 5Q: 3 clusters Score -102725.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -102839.429688 Penalty: 7801.028809
	Iteration 6Q: 3 clusters Score -102839.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -102914.992188 Penalty: 7801.028809
	Iteration 7Q: 3 clusters Score -102915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103065.859375 Penalty: 7801.028809
	Iteration 8Q: 3 clusters Score -103065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103107.812500 Penalty: 7801.028809
	Iteration 9Q: 3 clusters Score -103107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103121.867188 Penalty: 7801.028809
	Iteration 10Q: 3 clusters Score -103121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103127.390625 Penalty: 7801.028809
	Iteration 11Q: 3 clusters Score -103127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103127.585938 Penalty: 7801.028809
	Iteration 12F: 3 clusters Score -103127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103163.875000 Penalty: 7801.028809
	Iteration 13Q: 3 clusters Score -103163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103167.937500 Penalty: 7801.028809
	Iteration 14Q: 3 clusters Score -103167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103181.960938 Penalty: 7801.028809
	Iteration 15Q: 3 clusters Score -103182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103214.640625 Penalty: 7801.028809
	Iteration 16Q: 3 clusters Score -103214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103231.148438 Penalty: 7801.028809
	Iteration 17Q: 3 clusters Score -103231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103246.335938 Penalty: 7801.028809
	Iteration 18Q: 3 clusters Score -103246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103254.484375 Penalty: 7801.028809
	Iteration 19Q: 3 clusters Score -103254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103274.546875 Penalty: 7801.028809
	Iteration 20F: 3 clusters Score -103274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103311.453125 Penalty: 7801.028809
	Iteration 21Q: 3 clusters Score -103311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103366.632812 Penalty: 7801.028809
	Iteration 22Q: 3 clusters Score -103366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103385.335938 Penalty: 7801.028809
	Iteration 23Q: 3 clusters Score -103385.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103405.992188 Penalty: 7801.028809
	Iteration 24Q: 3 clusters Score -103406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103412.460938 Penalty: 7801.028809
	Iteration 25Q: 3 clusters Score -103412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103434.101562 Penalty: 7801.028809
	Iteration 26Q: 3 clusters Score -103434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103477.015625 Penalty: 7801.028809
	Iteration 27Q: 3 clusters Score -103477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103520.140625 Penalty: 7801.028809
	Iteration 28Q: 3 clusters Score -103520.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103571.046875 Penalty: 7801.028809
	Iteration 29Q: 3 clusters Score -103571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103602.531250 Penalty: 7801.028809
	Iteration 30Q: 3 clusters Score -103602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103635.812500 Penalty: 7801.028809
	Iteration 31Q: 3 clusters Score -103635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103641.007812 Penalty: 7801.028809
	Iteration 32Q: 3 clusters Score -103641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103647.710938 Penalty: 7801.028809
	Iteration 33Q: 3 clusters Score -103647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103658.859375 Penalty: 7801.028809
	Iteration 34Q: 3 clusters Score -103658.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103683.281250 Penalty: 7801.028809
	Iteration 35Q: 3 clusters Score -103683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103696.656250 Penalty: 7801.028809
	Iteration 36Q: 3 clusters Score -103696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103696.656250 Penalty: 7801.028809
	Iteration 37F: 3 clusters Score -103696.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -1265097.625000 Penalty: 5352.769531
	Iteration 0F: 2 clusters Score -1265098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1257174.625000 Penalty: 10705.539062
	Iteration 0F: 3 clusters Score -1257175 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1258660.375000 Penalty: 10705.539062
	Iteration 1F: 3 clusters Score -1258660 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1259038.000000 Penalty: 10705.539062
	Iteration 2F: 3 clusters Score -1259038 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1259243.250000 Penalty: 10705.539062
	Iteration 3Q: 3 clusters Score -1259243 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1259370.375000 Penalty: 10705.539062
	Iteration 4Q: 3 clusters Score -1259370 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1259471.625000 Penalty: 10705.539062
	Iteration 5Q: 3 clusters Score -1259472 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1259555.125000 Penalty: 10705.539062
	Iteration 6Q: 3 clusters Score -1259555 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1259617.125000 Penalty: 10705.539062
	Iteration 7Q: 3 clusters Score -1259617 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1259683.000000 Penalty: 10705.539062
	Iteration 8Q: 3 clusters Score -1259683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1259733.875000 Penalty: 10705.539062
	Iteration 9Q: 3 clusters Score -1259734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1259776.500000 Penalty: 10705.539062
	Iteration 10Q: 3 clusters Score -1259776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1259811.500000 Penalty: 10705.539062
	Iteration 11Q: 3 clusters Score -1259812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1259834.750000 Penalty: 10705.539062
	Iteration 12Q: 3 clusters Score -1259835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1259862.500000 Penalty: 10705.539062
	Iteration 13Q: 3 clusters Score -1259862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1259885.875000 Penalty: 10705.539062
	Iteration 14Q: 3 clusters Score -1259886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1259902.125000 Penalty: 10705.539062
	Iteration 15Q: 3 clusters Score -1259902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1259920.750000 Penalty: 10705.539062
	Iteration 16Q: 3 clusters Score -1259921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1259942.750000 Penalty: 10705.539062
	Iteration 17Q: 3 clusters Score -1259943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1259957.250000 Penalty: 10705.539062
	Iteration 18Q: 3 clusters Score -1259957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1259969.000000 Penalty: 10705.539062
	Iteration 19Q: 3 clusters Score -1259969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1259985.375000 Penalty: 10705.539062
	Iteration 20F: 3 clusters Score -1259985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1260002.500000 Penalty: 10705.539062
	Iteration 21Q: 3 clusters Score -1260002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1260018.625000 Penalty: 10705.539062
	Iteration 22Q: 3 clusters Score -1260019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1260028.125000 Penalty: 10705.539062
	Iteration 23Q: 3 clusters Score -1260028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1260035.125000 Penalty: 10705.539062
	Iteration 24Q: 3 clusters Score -1260035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1260050.750000 Penalty: 10705.539062
	Iteration 25Q: 3 clusters Score -1260051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1260061.875000 Penalty: 10705.539062
	Iteration 26Q: 3 clusters Score -1260062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1260072.625000 Penalty: 10705.539062
	Iteration 27Q: 3 clusters Score -1260073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1260077.375000 Penalty: 10705.539062
	Iteration 28Q: 3 clusters Score -1260077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1260085.875000 Penalty: 10705.539062
	Iteration 29Q: 3 clusters Score -1260086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1260091.375000 Penalty: 10705.539062
	Iteration 30Q: 3 clusters Score -1260091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1260096.125000 Penalty: 10705.539062
	Iteration 31Q: 3 clusters Score -1260096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1260102.750000 Penalty: 10705.539062
	Iteration 32Q: 3 clusters Score -1260103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1260108.875000 Penalty: 10705.539062
	Iteration 33Q: 3 clusters Score -1260109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1260111.875000 Penalty: 10705.539062
	Iteration 34Q: 3 clusters Score -1260112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1260116.250000 Penalty: 10705.539062
	Iteration 35Q: 3 clusters Score -1260116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1260126.000000 Penalty: 10705.539062
	Iteration 36Q: 3 clusters Score -1260126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1260131.250000 Penalty: 10705.539062
	Iteration 37Q: 3 clusters Score -1260131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1260131.875000 Penalty: 10705.539062
	Iteration 38Q: 3 clusters Score -1260132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1260134.250000 Penalty: 10705.539062
	Iteration 39Q: 3 clusters Score -1260134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1260146.875000 Penalty: 10705.539062
	Iteration 40F: 3 clusters Score -1260147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1260157.375000 Penalty: 10705.539062
	Iteration 41Q: 3 clusters Score -1260157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1260164.875000 Penalty: 10705.539062
	Iteration 42Q: 3 clusters Score -1260165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1260170.125000 Penalty: 10705.539062
	Iteration 43Q: 3 clusters Score -1260170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1260178.250000 Penalty: 10705.539062
	Iteration 44Q: 3 clusters Score -1260178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1260184.000000 Penalty: 10705.539062
	Iteration 45Q: 3 clusters Score -1260184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1260190.875000 Penalty: 10705.539062
	Iteration 46Q: 3 clusters Score -1260191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1260193.125000 Penalty: 10705.539062
	Iteration 47Q: 3 clusters Score -1260193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1260199.750000 Penalty: 10705.539062
	Iteration 48Q: 3 clusters Score -1260200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1260209.125000 Penalty: 10705.539062
	Iteration 49Q: 3 clusters Score -1260209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1260219.000000 Penalty: 10705.539062
	Iteration 50Q: 3 clusters Score -1260219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1260229.750000 Penalty: 10705.539062
	Iteration 51Q: 3 clusters Score -1260230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1260247.125000 Penalty: 10705.539062
	Iteration 52Q: 3 clusters Score -1260247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1260267.375000 Penalty: 10705.539062
	Iteration 53Q: 3 clusters Score -1260267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1260288.125000 Penalty: 10705.539062
	Iteration 54Q: 3 clusters Score -1260288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1260311.250000 Penalty: 10705.539062
	Iteration 55Q: 3 clusters Score -1260311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1260338.125000 Penalty: 10705.539062
	Iteration 56Q: 3 clusters Score -1260338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1260364.750000 Penalty: 10705.539062
	Iteration 57Q: 3 clusters Score -1260365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1260390.625000 Penalty: 10705.539062
	Iteration 58Q: 3 clusters Score -1260391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1260421.500000 Penalty: 10705.539062
	Iteration 59Q: 3 clusters Score -1260422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1260439.000000 Penalty: 10705.539062
	Iteration 60F: 3 clusters Score -1260439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1260463.000000 Penalty: 10705.539062
	Iteration 61Q: 3 clusters Score -1260463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1260487.125000 Penalty: 10705.539062
	Iteration 62Q: 3 clusters Score -1260487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1260506.500000 Penalty: 10705.539062
	Iteration 63Q: 3 clusters Score -1260506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1260524.875000 Penalty: 10705.539062
	Iteration 64Q: 3 clusters Score -1260525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1260537.750000 Penalty: 10705.539062
	Iteration 65Q: 3 clusters Score -1260538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1260547.250000 Penalty: 10705.539062
	Iteration 66Q: 3 clusters Score -1260547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1260560.125000 Penalty: 10705.539062
	Iteration 67Q: 3 clusters Score -1260560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1260572.000000 Penalty: 10705.539062
	Iteration 68Q: 3 clusters Score -1260572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1260587.375000 Penalty: 10705.539062
	Iteration 69Q: 3 clusters Score -1260587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1260607.250000 Penalty: 10705.539062
	Iteration 70Q: 3 clusters Score -1260607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1260624.000000 Penalty: 10705.539062
	Iteration 71Q: 3 clusters Score -1260624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1260639.500000 Penalty: 10705.539062
	Iteration 72Q: 3 clusters Score -1260640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1260659.625000 Penalty: 10705.539062
	Iteration 73Q: 3 clusters Score -1260660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1260678.625000 Penalty: 10705.539062
	Iteration 74Q: 3 clusters Score -1260679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1260699.375000 Penalty: 10705.539062
	Iteration 75Q: 3 clusters Score -1260699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1260721.000000 Penalty: 10705.539062
	Iteration 76Q: 3 clusters Score -1260721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1260744.875000 Penalty: 10705.539062
	Iteration 77Q: 3 clusters Score -1260745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1260760.750000 Penalty: 10705.539062
	Iteration 78Q: 3 clusters Score -1260761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1260781.000000 Penalty: 10705.539062
	Iteration 79Q: 3 clusters Score -1260781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1260804.500000 Penalty: 10705.539062
	Iteration 80F: 3 clusters Score -1260804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1260827.875000 Penalty: 10705.539062
	Iteration 81Q: 3 clusters Score -1260828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1260849.125000 Penalty: 10705.539062
	Iteration 82Q: 3 clusters Score -1260849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1260873.875000 Penalty: 10705.539062
	Iteration 83Q: 3 clusters Score -1260874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1260913.625000 Penalty: 10705.539062
	Iteration 84Q: 3 clusters Score -1260914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1260943.500000 Penalty: 10705.539062
	Iteration 85Q: 3 clusters Score -1260944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1260972.875000 Penalty: 10705.539062
	Iteration 86Q: 3 clusters Score -1260973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1260997.875000 Penalty: 10705.539062
	Iteration 87Q: 3 clusters Score -1260998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1261027.375000 Penalty: 10705.539062
	Iteration 88Q: 3 clusters Score -1261027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1261065.125000 Penalty: 10705.539062
	Iteration 89Q: 3 clusters Score -1261065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1261127.875000 Penalty: 10705.539062
	Iteration 90Q: 3 clusters Score -1261128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1261193.125000 Penalty: 10705.539062
	Iteration 91Q: 3 clusters Score -1261193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1261257.625000 Penalty: 10705.539062
	Iteration 92Q: 3 clusters Score -1261258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1261332.500000 Penalty: 10705.539062
	Iteration 93Q: 3 clusters Score -1261332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1261390.250000 Penalty: 10705.539062
	Iteration 94Q: 3 clusters Score -1261390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1261432.625000 Penalty: 10705.539062
	Iteration 95Q: 3 clusters Score -1261433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1261474.125000 Penalty: 10705.539062
	Iteration 96Q: 3 clusters Score -1261474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1261503.250000 Penalty: 10705.539062
	Iteration 97Q: 3 clusters Score -1261503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1261525.625000 Penalty: 10705.539062
	Iteration 98Q: 3 clusters Score -1261526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1261538.125000 Penalty: 10705.539062
	Iteration 99Q: 3 clusters Score -1261538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1261545.750000 Penalty: 10705.539062
	Iteration 100F: 3 clusters Score -1261546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1261554.000000 Penalty: 10705.539062
	Iteration 101Q: 3 clusters Score -1261554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1261555.500000 Penalty: 10705.539062
	Iteration 102Q: 3 clusters Score -1261556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1261562.250000 Penalty: 10705.539062
	Iteration 103Q: 3 clusters Score -1261562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1261566.000000 Penalty: 10705.539062
	Iteration 104Q: 3 clusters Score -1261566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1261573.625000 Penalty: 10705.539062
	Iteration 105Q: 3 clusters Score -1261574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1261576.875000 Penalty: 10705.539062
	Iteration 106Q: 3 clusters Score -1261577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1261583.000000 Penalty: 10705.539062
	Iteration 107Q: 3 clusters Score -1261583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1261586.375000 Penalty: 10705.539062
	Iteration 108Q: 3 clusters Score -1261586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1261589.875000 Penalty: 10705.539062
	Iteration 109Q: 3 clusters Score -1261590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1261591.750000 Penalty: 10705.539062
	Iteration 110Q: 3 clusters Score -1261592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1261594.125000 Penalty: 10705.539062
	Iteration 111Q: 3 clusters Score -1261594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1261597.000000 Penalty: 10705.539062
	Iteration 112Q: 3 clusters Score -1261597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1261595.625000 Penalty: 10705.539062
	Iteration 113Q: 3 clusters Score -1261596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1261595.625000 Penalty: 10705.539062
	Iteration 114F: 3 clusters Score -1261596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Entering Unmasked Estep 
Score: -2269760.250000 Penalty: 5704.812012
	Iteration 0F: 2 clusters Score -2269760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2258781.500000 Penalty: 11409.624023
	Iteration 0F: 3 clusters Score -2258782 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2261113.250000 Penalty: 11409.624023
	Iteration 1F: 3 clusters Score -2261113 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2261630.750000 Penalty: 11409.624023
	Iteration 2F: 3 clusters Score -2261631 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2261986.500000 Penalty: 11409.624023
	Iteration 3F: 3 clusters Score -2261986 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2262306.000000 Penalty: 11409.624023
	Iteration 4Q: 3 clusters Score -2262306 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2262593.250000 Penalty: 11409.624023
	Iteration 5Q: 3 clusters Score -2262593 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2262892.750000 Penalty: 11409.624023
	Iteration 6Q: 3 clusters Score -2262893 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2263218.250000 Penalty: 11409.624023
	Iteration 7Q: 3 clusters Score -2263218 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2263519.250000 Penalty: 11409.624023
	Iteration 8Q: 3 clusters Score -2263519 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2263842.250000 Penalty: 11409.624023
	Iteration 9Q: 3 clusters Score -2263842 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2264176.500000 Penalty: 11409.624023
	Iteration 10Q: 3 clusters Score -2264176 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2264495.250000 Penalty: 11409.624023
	Iteration 11Q: 3 clusters Score -2264495 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2264746.000000 Penalty: 11409.624023
	Iteration 12Q: 3 clusters Score -2264746 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2264986.500000 Penalty: 11409.624023
	Iteration 13Q: 3 clusters Score -2264986 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2265219.250000 Penalty: 11409.624023
	Iteration 14Q: 3 clusters Score -2265219 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2265426.000000 Penalty: 11409.624023
	Iteration 15Q: 3 clusters Score -2265426 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2265621.250000 Penalty: 11409.624023
	Iteration 16Q: 3 clusters Score -2265621 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2265868.000000 Penalty: 11409.624023
	Iteration 17Q: 3 clusters Score -2265868 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2266190.250000 Penalty: 11409.624023
	Iteration 18Q: 3 clusters Score -2266190 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2266467.250000 Penalty: 11409.624023
	Iteration 19Q: 3 clusters Score -2266467 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2266684.250000 Penalty: 11409.624023
	Iteration 20F: 3 clusters Score -2266684 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2266825.500000 Penalty: 11409.624023
	Iteration 21Q: 3 clusters Score -2266826 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2266926.000000 Penalty: 11409.624023
	Iteration 22Q: 3 clusters Score -2266926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2266976.500000 Penalty: 11409.624023
	Iteration 23Q: 3 clusters Score -2266976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2267005.250000 Penalty: 11409.624023
	Iteration 24Q: 3 clusters Score -2267005 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2267017.750000 Penalty: 11409.624023
	Iteration 25Q: 3 clusters Score -2267018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2267031.750000 Penalty: 11409.624023
	Iteration 26Q: 3 clusters Score -2267032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2267040.000000 Penalty: 11409.624023
	Iteration 27Q: 3 clusters Score -2267040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2267050.000000 Penalty: 11409.624023
	Iteration 28Q: 3 clusters Score -2267050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2267053.500000 Penalty: 11409.624023
	Iteration 29Q: 3 clusters Score -2267054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2267052.000000 Penalty: 11409.624023
	Iteration 30Q: 3 clusters Score -2267052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2267055.000000 Penalty: 11409.624023
	Iteration 31Q: 3 clusters Score -2267055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2267053.750000 Penalty: 11409.624023
	Iteration 32Q: 3 clusters Score -2267054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2267053.500000 Penalty: 11409.624023
	Iteration 33Q: 3 clusters Score -2267054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2267051.750000 Penalty: 11409.624023
	Iteration 34Q: 3 clusters Score -2267052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2267051.500000 Penalty: 11409.624023
	Iteration 35Q: 3 clusters Score -2267052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2267053.250000 Penalty: 11409.624023
	Iteration 36Q: 3 clusters Score -2267053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2267053.500000 Penalty: 11409.624023
	Iteration 37Q: 3 clusters Score -2267054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2267050.500000 Penalty: 11409.624023
	Iteration 38Q: 3 clusters Score -2267050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2267052.250000 Penalty: 11409.624023
	Iteration 39Q: 3 clusters Score -2267052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2267049.250000 Penalty: 11409.624023
	Iteration 40F: 3 clusters Score -2267049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2267051.000000 Penalty: 11409.624023
	Iteration 41Q: 3 clusters Score -2267051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2267054.500000 Penalty: 11409.624023
	Iteration 42Q: 3 clusters Score -2267054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2267052.750000 Penalty: 11409.624023
	Iteration 43Q: 3 clusters Score -2267053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2267052.750000 Penalty: 11409.624023
	Iteration 44F: 3 clusters Score -2267053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Entering Unmasked Estep 
Score: -2555610.500000 Penalty: 5799.245605
	Iteration 0F: 2 clusters Score -2555610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2543556.750000 Penalty: 11598.491211
	Iteration 0F: 3 clusters Score -2543557 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2546367.750000 Penalty: 11598.491211
	Iteration 1F: 3 clusters Score -2546368 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2547092.500000 Penalty: 11598.491211
	Iteration 2F: 3 clusters Score -2547092 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2547691.000000 Penalty: 11598.491211
	Iteration 3F: 3 clusters Score -2547691 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2548262.000000 Penalty: 11598.491211
	Iteration 4F: 3 clusters Score -2548262 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2548822.250000 Penalty: 11598.491211
	Iteration 5Q: 3 clusters Score -2548822 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2549380.250000 Penalty: 11598.491211
	Iteration 6F: 3 clusters Score -2549380 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2549857.500000 Penalty: 11598.491211
	Iteration 7Q: 3 clusters Score -2549858 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2550240.000000 Penalty: 11598.491211
	Iteration 8Q: 3 clusters Score -2550240 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2550539.500000 Penalty: 11598.491211
	Iteration 9Q: 3 clusters Score -2550540 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2550779.750000 Penalty: 11598.491211
	Iteration 10Q: 3 clusters Score -2550780 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2550990.750000 Penalty: 11598.491211
	Iteration 11Q: 3 clusters Score -2550991 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2551164.750000 Penalty: 11598.491211
	Iteration 12Q: 3 clusters Score -2551165 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2551318.250000 Penalty: 11598.491211
	Iteration 13Q: 3 clusters Score -2551318 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2551441.750000 Penalty: 11598.491211
	Iteration 14Q: 3 clusters Score -2551442 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2551571.000000 Penalty: 11598.491211
	Iteration 15Q: 3 clusters Score -2551571 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2551689.000000 Penalty: 11598.491211
	Iteration 16Q: 3 clusters Score -2551689 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2551792.500000 Penalty: 11598.491211
	Iteration 17Q: 3 clusters Score -2551792 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2551888.500000 Penalty: 11598.491211
	Iteration 18Q: 3 clusters Score -2551888 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2551957.250000 Penalty: 11598.491211
	Iteration 19Q: 3 clusters Score -2551957 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2552021.250000 Penalty: 11598.491211
	Iteration 20F: 3 clusters Score -2552021 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2552094.250000 Penalty: 11598.491211
	Iteration 21Q: 3 clusters Score -2552094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2552149.500000 Penalty: 11598.491211
	Iteration 22Q: 3 clusters Score -2552150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2552197.500000 Penalty: 11598.491211
	Iteration 23Q: 3 clusters Score -2552198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2552218.500000 Penalty: 11598.491211
	Iteration 24Q: 3 clusters Score -2552218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2552250.250000 Penalty: 11598.491211
	Iteration 25Q: 3 clusters Score -2552250 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2552290.750000 Penalty: 11598.491211
	Iteration 26Q: 3 clusters Score -2552291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2552327.750000 Penalty: 11598.491211
	Iteration 27Q: 3 clusters Score -2552328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2552350.500000 Penalty: 11598.491211
	Iteration 28Q: 3 clusters Score -2552350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2552370.750000 Penalty: 11598.491211
	Iteration 29Q: 3 clusters Score -2552371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2552392.000000 Penalty: 11598.491211
	Iteration 30Q: 3 clusters Score -2552392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2552404.500000 Penalty: 11598.491211
	Iteration 31Q: 3 clusters Score -2552404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2552426.000000 Penalty: 11598.491211
	Iteration 32Q: 3 clusters Score -2552426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2552436.250000 Penalty: 11598.491211
	Iteration 33Q: 3 clusters Score -2552436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2552445.750000 Penalty: 11598.491211
	Iteration 34Q: 3 clusters Score -2552446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2552466.750000 Penalty: 11598.491211
	Iteration 35Q: 3 clusters Score -2552467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2552468.250000 Penalty: 11598.491211
	Iteration 36Q: 3 clusters Score -2552468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2552474.750000 Penalty: 11598.491211
	Iteration 37Q: 3 clusters Score -2552475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2552488.500000 Penalty: 11598.491211
	Iteration 38Q: 3 clusters Score -2552488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2552492.000000 Penalty: 11598.491211
	Iteration 39Q: 3 clusters Score -2552492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2552506.500000 Penalty: 11598.491211
	Iteration 40F: 3 clusters Score -2552506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2552518.750000 Penalty: 11598.491211
	Iteration 41Q: 3 clusters Score -2552519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2552526.250000 Penalty: 11598.491211
	Iteration 42Q: 3 clusters Score -2552526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2552524.000000 Penalty: 11598.491211
	Iteration 43Q: 3 clusters Score -2552524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2552529.250000 Penalty: 11598.491211
	Iteration 44Q: 3 clusters Score -2552529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2552535.500000 Penalty: 11598.491211
	Iteration 45Q: 3 clusters Score -2552536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2552539.500000 Penalty: 11598.491211
	Iteration 46Q: 3 clusters Score -2552540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2552539.500000 Penalty: 11598.491211
	Iteration 47Q: 3 clusters Score -2552540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2552545.000000 Penalty: 11598.491211
	Iteration 48Q: 3 clusters Score -2552545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2552539.750000 Penalty: 11598.491211
	Iteration 49Q: 3 clusters Score -2552540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2552538.000000 Penalty: 11598.491211
	Iteration 50Q: 3 clusters Score -2552538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2552540.500000 Penalty: 11598.491211
	Iteration 51Q: 3 clusters Score -2552540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2552544.500000 Penalty: 11598.491211
	Iteration 52Q: 3 clusters Score -2552544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2552540.250000 Penalty: 11598.491211
	Iteration 53Q: 3 clusters Score -2552540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2552544.000000 Penalty: 11598.491211
	Iteration 54Q: 3 clusters Score -2552544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2552542.750000 Penalty: 11598.491211
	Iteration 55Q: 3 clusters Score -2552543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2552541.750000 Penalty: 11598.491211
	Iteration 56Q: 3 clusters Score -2552542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2552545.000000 Penalty: 11598.491211
	Iteration 57Q: 3 clusters Score -2552545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2552546.250000 Penalty: 11598.491211
	Iteration 58Q: 3 clusters Score -2552546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2552543.750000 Penalty: 11598.491211
	Iteration 59Q: 3 clusters Score -2552544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2552546.750000 Penalty: 11598.491211
	Iteration 60F: 3 clusters Score -2552547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2552551.500000 Penalty: 11598.491211
	Iteration 61Q: 3 clusters Score -2552552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2552550.500000 Penalty: 11598.491211
	Iteration 62Q: 3 clusters Score -2552550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2552547.250000 Penalty: 11598.491211
	Iteration 63Q: 3 clusters Score -2552547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2552546.250000 Penalty: 11598.491211
	Iteration 64Q: 3 clusters Score -2552546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2552551.500000 Penalty: 11598.491211
	Iteration 65Q: 3 clusters Score -2552552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2552551.000000 Penalty: 11598.491211
	Iteration 66Q: 3 clusters Score -2552551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2552555.750000 Penalty: 11598.491211
	Iteration 67Q: 3 clusters Score -2552556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2552555.500000 Penalty: 11598.491211
	Iteration 68Q: 3 clusters Score -2552556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2552555.500000 Penalty: 11598.491211
	Iteration 69F: 3 clusters Score -2552556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Entering Unmasked Estep 
Score: -6238914.500000 Penalty: 6350.289062
	Iteration 0F: 2 clusters Score -6238914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -6215072.000000 Penalty: 12700.578125
	Iteration 0F: 3 clusters Score -6215072 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -6222305.000000 Penalty: 12700.578125
	Iteration 1F: 3 clusters Score -6222305 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -6223240.000000 Penalty: 12700.578125
	Iteration 2F: 3 clusters Score -6223240 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -6224048.500000 Penalty: 12700.578125
	Iteration 3F: 3 clusters Score -6224048 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -6224826.500000 Penalty: 12700.578125
	Iteration 4Q: 3 clusters Score -6224826 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -6225641.000000 Penalty: 12700.578125
	Iteration 5Q: 3 clusters Score -6225641 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -6226393.000000 Penalty: 12700.578125
	Iteration 6Q: 3 clusters Score -6226393 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -6227240.500000 Penalty: 12700.578125
	Iteration 7Q: 3 clusters Score -6227240 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -6228063.000000 Penalty: 12700.578125
	Iteration 8Q: 3 clusters Score -6228063 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -6228820.000000 Penalty: 12700.578125
	Iteration 9Q: 3 clusters Score -6228820 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -6229592.000000 Penalty: 12700.578125
	Iteration 10Q: 3 clusters Score -6229592 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -6230216.500000 Penalty: 12700.578125
	Iteration 11Q: 3 clusters Score -6230216 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -6230739.500000 Penalty: 12700.578125
	Iteration 12Q: 3 clusters Score -6230740 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -6231178.500000 Penalty: 12700.578125
	Iteration 13Q: 3 clusters Score -6231178 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -6231506.000000 Penalty: 12700.578125
	Iteration 14Q: 3 clusters Score -6231506 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -6231735.500000 Penalty: 12700.578125
	Iteration 15Q: 3 clusters Score -6231736 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -6231815.000000 Penalty: 12700.578125
	Iteration 16Q: 3 clusters Score -6231815 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -6231908.000000 Penalty: 12700.578125
	Iteration 17Q: 3 clusters Score -6231908 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -6231994.000000 Penalty: 12700.578125
	Iteration 18Q: 3 clusters Score -6231994 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -6232038.000000 Penalty: 12700.578125
	Iteration 19Q: 3 clusters Score -6232038 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -6232087.500000 Penalty: 12700.578125
	Iteration 20F: 3 clusters Score -6232088 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -6232126.500000 Penalty: 12700.578125
	Iteration 21Q: 3 clusters Score -6232126 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -6232163.000000 Penalty: 12700.578125
	Iteration 22Q: 3 clusters Score -6232163 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -6232190.000000 Penalty: 12700.578125
	Iteration 23Q: 3 clusters Score -6232190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -6232209.500000 Penalty: 12700.578125
	Iteration 24Q: 3 clusters Score -6232210 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -6232229.500000 Penalty: 12700.578125
	Iteration 25Q: 3 clusters Score -6232230 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -6232248.000000 Penalty: 12700.578125
	Iteration 26Q: 3 clusters Score -6232248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -6232270.500000 Penalty: 12700.578125
	Iteration 27Q: 3 clusters Score -6232270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -6232295.500000 Penalty: 12700.578125
	Iteration 28Q: 3 clusters Score -6232296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -6232309.000000 Penalty: 12700.578125
	Iteration 29Q: 3 clusters Score -6232309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -6232303.000000 Penalty: 12700.578125
	Iteration 30Q: 3 clusters Score -6232303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -6232324.500000 Penalty: 12700.578125
	Iteration 31Q: 3 clusters Score -6232324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -6232327.500000 Penalty: 12700.578125
	Iteration 32Q: 3 clusters Score -6232328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -6232326.000000 Penalty: 12700.578125
	Iteration 33Q: 3 clusters Score -6232326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -6232314.500000 Penalty: 12700.578125
	Iteration 34Q: 3 clusters Score -6232314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -6232314.000000 Penalty: 12700.578125
	Iteration 35Q: 3 clusters Score -6232314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -6232347.500000 Penalty: 12700.578125
	Iteration 36Q: 3 clusters Score -6232348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -6232340.500000 Penalty: 12700.578125
	Iteration 37Q: 3 clusters Score -6232340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -6232333.000000 Penalty: 12700.578125
	Iteration 38Q: 3 clusters Score -6232333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -6232333.500000 Penalty: 12700.578125
	Iteration 39Q: 3 clusters Score -6232334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -6232323.500000 Penalty: 12700.578125
	Iteration 40F: 3 clusters Score -6232324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -6232339.500000 Penalty: 12700.578125
	Iteration 41Q: 3 clusters Score -6232340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -6232334.500000 Penalty: 12700.578125
	Iteration 42Q: 3 clusters Score -6232334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -6232343.000000 Penalty: 12700.578125
	Iteration 43Q: 3 clusters Score -6232343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -6232339.000000 Penalty: 12700.578125
	Iteration 44Q: 3 clusters Score -6232339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -6232352.000000 Penalty: 12700.578125
	Iteration 45Q: 3 clusters Score -6232352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -6232370.500000 Penalty: 12700.578125
	Iteration 46Q: 3 clusters Score -6232370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -6232360.500000 Penalty: 12700.578125
	Iteration 47Q: 3 clusters Score -6232360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -6232357.500000 Penalty: 12700.578125
	Iteration 48Q: 3 clusters Score -6232358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -6232362.500000 Penalty: 12700.578125
	Iteration 49Q: 3 clusters Score -6232362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -6232368.000000 Penalty: 12700.578125
	Iteration 50Q: 3 clusters Score -6232368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -6232360.500000 Penalty: 12700.578125
	Iteration 51Q: 3 clusters Score -6232360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -6232370.500000 Penalty: 12700.578125
	Iteration 52Q: 3 clusters Score -6232370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -6232378.500000 Penalty: 12700.578125
	Iteration 53Q: 3 clusters Score -6232378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -6232366.500000 Penalty: 12700.578125
	Iteration 54Q: 3 clusters Score -6232366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -6232380.000000 Penalty: 12700.578125
	Iteration 55Q: 3 clusters Score -6232380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -6232383.500000 Penalty: 12700.578125
	Iteration 56Q: 3 clusters Score -6232384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -6232396.500000 Penalty: 12700.578125
	Iteration 57Q: 3 clusters Score -6232396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -6232404.500000 Penalty: 12700.578125
	Iteration 58Q: 3 clusters Score -6232404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -6232407.500000 Penalty: 12700.578125
	Iteration 59Q: 3 clusters Score -6232408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -6232405.500000 Penalty: 12700.578125
	Iteration 60F: 3 clusters Score -6232406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -6232406.000000 Penalty: 12700.578125
	Iteration 61Q: 3 clusters Score -6232406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -6232403.000000 Penalty: 12700.578125
	Iteration 62Q: 3 clusters Score -6232403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -6232414.000000 Penalty: 12700.578125
	Iteration 63Q: 3 clusters Score -6232414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -6232408.000000 Penalty: 12700.578125
	Iteration 64Q: 3 clusters Score -6232408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -6232419.000000 Penalty: 12700.578125
	Iteration 65Q: 3 clusters Score -6232419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -6232417.000000 Penalty: 12700.578125
	Iteration 66Q: 3 clusters Score -6232417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -6232411.500000 Penalty: 12700.578125
	Iteration 67Q: 3 clusters Score -6232412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -6232414.500000 Penalty: 12700.578125
	Iteration 68Q: 3 clusters Score -6232414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -6232419.000000 Penalty: 12700.578125
	Iteration 69Q: 3 clusters Score -6232419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -6232417.500000 Penalty: 12700.578125
	Iteration 70Q: 3 clusters Score -6232418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -6232425.000000 Penalty: 12700.578125
	Iteration 71Q: 3 clusters Score -6232425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -6232422.000000 Penalty: 12700.578125
	Iteration 72Q: 3 clusters Score -6232422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -6232425.000000 Penalty: 12700.578125
	Iteration 73Q: 3 clusters Score -6232425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -6232424.000000 Penalty: 12700.578125
	Iteration 74Q: 3 clusters Score -6232424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -6232414.500000 Penalty: 12700.578125
	Iteration 75Q: 3 clusters Score -6232414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -6232423.500000 Penalty: 12700.578125
	Iteration 76Q: 3 clusters Score -6232424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -6232412.500000 Penalty: 12700.578125
	Iteration 77Q: 3 clusters Score -6232412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -6232414.000000 Penalty: 12700.578125
	Iteration 78Q: 3 clusters Score -6232414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -6232409.000000 Penalty: 12700.578125
	Iteration 79Q: 3 clusters Score -6232409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -6232408.500000 Penalty: 12700.578125
	Iteration 80F: 3 clusters Score -6232408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -6232406.500000 Penalty: 12700.578125
	Iteration 81Q: 3 clusters Score -6232406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -6232406.500000 Penalty: 12700.578125
	Iteration 82Q: 3 clusters Score -6232406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -6232415.000000 Penalty: 12700.578125
	Iteration 83Q: 3 clusters Score -6232415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -6232417.500000 Penalty: 12700.578125
	Iteration 84Q: 3 clusters Score -6232418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -6232421.500000 Penalty: 12700.578125
	Iteration 85Q: 3 clusters Score -6232422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -6232419.500000 Penalty: 12700.578125
	Iteration 86Q: 3 clusters Score -6232420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -6232422.500000 Penalty: 12700.578125
	Iteration 87Q: 3 clusters Score -6232422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -6232420.000000 Penalty: 12700.578125
	Iteration 88Q: 3 clusters Score -6232420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -6232418.000000 Penalty: 12700.578125
	Iteration 89Q: 3 clusters Score -6232418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -6232427.500000 Penalty: 12700.578125
	Iteration 90Q: 3 clusters Score -6232428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -6232420.500000 Penalty: 12700.578125
	Iteration 91Q: 3 clusters Score -6232420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -6232424.000000 Penalty: 12700.578125
	Iteration 92Q: 3 clusters Score -6232424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -6232430.000000 Penalty: 12700.578125
	Iteration 93Q: 3 clusters Score -6232430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -6232430.500000 Penalty: 12700.578125
	Iteration 94Q: 3 clusters Score -6232430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -6232424.500000 Penalty: 12700.578125
	Iteration 95Q: 3 clusters Score -6232424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -6232426.000000 Penalty: 12700.578125
	Iteration 96Q: 3 clusters Score -6232426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -6232415.500000 Penalty: 12700.578125
	Iteration 97Q: 3 clusters Score -6232416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -6232422.500000 Penalty: 12700.578125
	Iteration 98Q: 3 clusters Score -6232422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -6232418.000000 Penalty: 12700.578125
	Iteration 99Q: 3 clusters Score -6232418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -6232422.500000 Penalty: 12700.578125
	Iteration 100F: 3 clusters Score -6232422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -6232421.000000 Penalty: 12700.578125
	Iteration 101Q: 3 clusters Score -6232421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -6232423.500000 Penalty: 12700.578125
	Iteration 102Q: 3 clusters Score -6232424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -6232423.500000 Penalty: 12700.578125
	Iteration 103F: 3 clusters Score -6232424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Entering Unmasked Estep 
Score: -5241293.000000 Penalty: 6216.513184
	Iteration 0F: 2 clusters Score -5241293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -5221255.000000 Penalty: 12433.026367
	Iteration 0F: 3 clusters Score -5221255 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -5226914.000000 Penalty: 12433.026367
	Iteration 1F: 3 clusters Score -5226914 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -5227581.500000 Penalty: 12433.026367
	Iteration 2F: 3 clusters Score -5227582 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -5228130.500000 Penalty: 12433.026367
	Iteration 3Q: 3 clusters Score -5228130 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5228612.000000 Penalty: 12433.026367
	Iteration 4Q: 3 clusters Score -5228612 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -5229086.500000 Penalty: 12433.026367
	Iteration 5Q: 3 clusters Score -5229086 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -5229606.000000 Penalty: 12433.026367
	Iteration 6Q: 3 clusters Score -5229606 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -5230224.500000 Penalty: 12433.026367
	Iteration 7Q: 3 clusters Score -5230224 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -5230942.000000 Penalty: 12433.026367
	Iteration 8Q: 3 clusters Score -5230942 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -5231723.000000 Penalty: 12433.026367
	Iteration 9Q: 3 clusters Score -5231723 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -5232542.000000 Penalty: 12433.026367
	Iteration 10Q: 3 clusters Score -5232542 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -5233346.000000 Penalty: 12433.026367
	Iteration 11Q: 3 clusters Score -5233346 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -5234040.500000 Penalty: 12433.026367
	Iteration 12Q: 3 clusters Score -5234040 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5234702.000000 Penalty: 12433.026367
	Iteration 13Q: 3 clusters Score -5234702 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5235279.500000 Penalty: 12433.026367
	Iteration 14Q: 3 clusters Score -5235280 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5235685.500000 Penalty: 12433.026367
	Iteration 15Q: 3 clusters Score -5235686 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5235982.000000 Penalty: 12433.026367
	Iteration 16Q: 3 clusters Score -5235982 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5236163.000000 Penalty: 12433.026367
	Iteration 17Q: 3 clusters Score -5236163 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5236284.000000 Penalty: 12433.026367
	Iteration 18Q: 3 clusters Score -5236284 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -5236360.000000 Penalty: 12433.026367
	Iteration 19Q: 3 clusters Score -5236360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5236410.000000 Penalty: 12433.026367
	Iteration 20F: 3 clusters Score -5236410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5236422.500000 Penalty: 12433.026367
	Iteration 21Q: 3 clusters Score -5236422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5236454.000000 Penalty: 12433.026367
	Iteration 22Q: 3 clusters Score -5236454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5236457.500000 Penalty: 12433.026367
	Iteration 23Q: 3 clusters Score -5236458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5236487.500000 Penalty: 12433.026367
	Iteration 24Q: 3 clusters Score -5236488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5236510.000000 Penalty: 12433.026367
	Iteration 25Q: 3 clusters Score -5236510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5236527.000000 Penalty: 12433.026367
	Iteration 26Q: 3 clusters Score -5236527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5236530.500000 Penalty: 12433.026367
	Iteration 27Q: 3 clusters Score -5236530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5236542.000000 Penalty: 12433.026367
	Iteration 28Q: 3 clusters Score -5236542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5236556.000000 Penalty: 12433.026367
	Iteration 29Q: 3 clusters Score -5236556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5236563.500000 Penalty: 12433.026367
	Iteration 30Q: 3 clusters Score -5236564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5236558.500000 Penalty: 12433.026367
	Iteration 31Q: 3 clusters Score -5236558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5236563.500000 Penalty: 12433.026367
	Iteration 32Q: 3 clusters Score -5236564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5236564.000000 Penalty: 12433.026367
	Iteration 33Q: 3 clusters Score -5236564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5236575.500000 Penalty: 12433.026367
	Iteration 34Q: 3 clusters Score -5236576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5236567.000000 Penalty: 12433.026367
	Iteration 35Q: 3 clusters Score -5236567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5236570.000000 Penalty: 12433.026367
	Iteration 36Q: 3 clusters Score -5236570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5236576.000000 Penalty: 12433.026367
	Iteration 37Q: 3 clusters Score -5236576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5236572.000000 Penalty: 12433.026367
	Iteration 38Q: 3 clusters Score -5236572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5236572.000000 Penalty: 12433.026367
	Iteration 39F: 3 clusters Score -5236572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Entering Unmasked Estep 
Score: -2485611.750000 Penalty: 5768.080078
	Iteration 0F: 2 clusters Score -2485612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2473962.750000 Penalty: 11536.160156
	Iteration 0F: 3 clusters Score -2473963 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2476680.750000 Penalty: 11536.160156
	Iteration 1F: 3 clusters Score -2476681 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2477447.750000 Penalty: 11536.160156
	Iteration 2F: 3 clusters Score -2477448 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2478085.000000 Penalty: 11536.160156
	Iteration 3F: 3 clusters Score -2478085 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2478571.250000 Penalty: 11536.160156
	Iteration 4F: 3 clusters Score -2478571 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2479014.750000 Penalty: 11536.160156
	Iteration 5F: 3 clusters Score -2479015 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2479391.250000 Penalty: 11536.160156
	Iteration 6Q: 3 clusters Score -2479391 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2479726.000000 Penalty: 11536.160156
	Iteration 7Q: 3 clusters Score -2479726 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2480043.250000 Penalty: 11536.160156
	Iteration 8Q: 3 clusters Score -2480043 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2480340.000000 Penalty: 11536.160156
	Iteration 9Q: 3 clusters Score -2480340 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2480629.250000 Penalty: 11536.160156
	Iteration 10Q: 3 clusters Score -2480629 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2480878.500000 Penalty: 11536.160156
	Iteration 11Q: 3 clusters Score -2480878 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2481101.500000 Penalty: 11536.160156
	Iteration 12Q: 3 clusters Score -2481102 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2481284.500000 Penalty: 11536.160156
	Iteration 13Q: 3 clusters Score -2481284 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2481448.250000 Penalty: 11536.160156
	Iteration 14Q: 3 clusters Score -2481448 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2481562.750000 Penalty: 11536.160156
	Iteration 15Q: 3 clusters Score -2481563 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2481649.000000 Penalty: 11536.160156
	Iteration 16Q: 3 clusters Score -2481649 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2481708.500000 Penalty: 11536.160156
	Iteration 17Q: 3 clusters Score -2481708 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2481768.500000 Penalty: 11536.160156
	Iteration 18Q: 3 clusters Score -2481768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2481821.750000 Penalty: 11536.160156
	Iteration 19Q: 3 clusters Score -2481822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2481866.000000 Penalty: 11536.160156
	Iteration 20F: 3 clusters Score -2481866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2481905.000000 Penalty: 11536.160156
	Iteration 21Q: 3 clusters Score -2481905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2481949.750000 Penalty: 11536.160156
	Iteration 22Q: 3 clusters Score -2481950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2481985.750000 Penalty: 11536.160156
	Iteration 23Q: 3 clusters Score -2481986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2481998.250000 Penalty: 11536.160156
	Iteration 24Q: 3 clusters Score -2481998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2482024.500000 Penalty: 11536.160156
	Iteration 25Q: 3 clusters Score -2482024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2482036.750000 Penalty: 11536.160156
	Iteration 26Q: 3 clusters Score -2482037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2482049.750000 Penalty: 11536.160156
	Iteration 27Q: 3 clusters Score -2482050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2482059.250000 Penalty: 11536.160156
	Iteration 28Q: 3 clusters Score -2482059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2482064.250000 Penalty: 11536.160156
	Iteration 29Q: 3 clusters Score -2482064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2482074.250000 Penalty: 11536.160156
	Iteration 30Q: 3 clusters Score -2482074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2482086.500000 Penalty: 11536.160156
	Iteration 31Q: 3 clusters Score -2482086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2482090.250000 Penalty: 11536.160156
	Iteration 32Q: 3 clusters Score -2482090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2482088.000000 Penalty: 11536.160156
	Iteration 33Q: 3 clusters Score -2482088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2482091.750000 Penalty: 11536.160156
	Iteration 34Q: 3 clusters Score -2482092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2482094.750000 Penalty: 11536.160156
	Iteration 35Q: 3 clusters Score -2482095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2482095.250000 Penalty: 11536.160156
	Iteration 36Q: 3 clusters Score -2482095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2482094.250000 Penalty: 11536.160156
	Iteration 37Q: 3 clusters Score -2482094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2482097.250000 Penalty: 11536.160156
	Iteration 38Q: 3 clusters Score -2482097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2482101.000000 Penalty: 11536.160156
	Iteration 39Q: 3 clusters Score -2482101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2482102.500000 Penalty: 11536.160156
	Iteration 40F: 3 clusters Score -2482102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2482099.000000 Penalty: 11536.160156
	Iteration 41Q: 3 clusters Score -2482099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2482100.250000 Penalty: 11536.160156
	Iteration 42Q: 3 clusters Score -2482100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2482101.750000 Penalty: 11536.160156
	Iteration 43Q: 3 clusters Score -2482102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2482102.250000 Penalty: 11536.160156
	Iteration 44Q: 3 clusters Score -2482102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2482102.250000 Penalty: 11536.160156
	Iteration 45Q: 3 clusters Score -2482102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2482107.250000 Penalty: 11536.160156
	Iteration 46Q: 3 clusters Score -2482107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2482106.000000 Penalty: 11536.160156
	Iteration 47Q: 3 clusters Score -2482106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2482106.500000 Penalty: 11536.160156
	Iteration 48Q: 3 clusters Score -2482106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2482106.500000 Penalty: 11536.160156
	Iteration 49F: 3 clusters Score -2482106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -161619.421875 Penalty: 4118.347656
	Iteration 0F: 2 clusters Score -161619.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -157732.203125 Penalty: 8236.695312
	Iteration 0F: 3 clusters Score -157732.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -158054.437500 Penalty: 8236.695312
	Iteration 1F: 3 clusters Score -158054.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -158157.296875 Penalty: 8236.695312
	Iteration 2Q: 3 clusters Score -158157.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -158226.281250 Penalty: 8236.695312
	Iteration 3Q: 3 clusters Score -158226.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -158260.968750 Penalty: 8236.695312
	Iteration 4Q: 3 clusters Score -158261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -158275.781250 Penalty: 8236.695312
	Iteration 5Q: 3 clusters Score -158275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -158287.968750 Penalty: 8236.695312
	Iteration 6Q: 3 clusters Score -158288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -158294.578125 Penalty: 8236.695312
	Iteration 7Q: 3 clusters Score -158294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -158298.937500 Penalty: 8236.695312
	Iteration 8Q: 3 clusters Score -158298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -158301.500000 Penalty: 8236.695312
	Iteration 9Q: 3 clusters Score -158301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -158305.203125 Penalty: 8236.695312
	Iteration 10Q: 3 clusters Score -158305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -158307.750000 Penalty: 8236.695312
	Iteration 11Q: 3 clusters Score -158307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -158307.750000 Penalty: 8236.695312
	Iteration 12F: 3 clusters Score -158307.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Entering Unmasked Estep 
Score: -17985056.000000 Penalty: 6969.710938
	Iteration 0F: 2 clusters Score -1.798506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -17925000.000000 Penalty: 13939.421875
	Iteration 0F: 3 clusters Score -1.7925e+07 nChanged 39519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -17946920.000000 Penalty: 13939.421875
	Iteration 1F: 3 clusters Score -1.794692e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -17948202.000000 Penalty: 13939.421875
	Iteration 2Q: 3 clusters Score -1.79482e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -17949478.000000 Penalty: 13939.421875
	Iteration 3Q: 3 clusters Score -1.794948e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -17950884.000000 Penalty: 13939.421875
	Iteration 4Q: 3 clusters Score -1.795088e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -17952764.000000 Penalty: 13939.421875
	Iteration 5Q: 3 clusters Score -1.795276e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -17955596.000000 Penalty: 13939.421875
	Iteration 6F: 3 clusters Score -1.79556e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -17959712.000000 Penalty: 13939.421875
	Iteration 7F: 3 clusters Score -1.795971e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -17964878.000000 Penalty: 13939.421875
	Iteration 8F: 3 clusters Score -1.796488e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
Score: -17970306.000000 Penalty: 13939.421875
	Iteration 9F: 3 clusters Score -1.797031e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -17974652.000000 Penalty: 13939.421875
	Iteration 10F: 3 clusters Score -1.797465e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -17977284.000000 Penalty: 13939.421875
	Iteration 11Q: 3 clusters Score -1.797728e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -17978486.000000 Penalty: 13939.421875
	Iteration 12Q: 3 clusters Score -1.797849e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 86387 members 
Entering Unmasked Estep 
Score: -17979024.000000 Penalty: 13939.421875
	Iteration 13Q: 3 clusters Score -1.797902e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -17979244.000000 Penalty: 13939.421875
	Iteration 14Q: 3 clusters Score -1.797924e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -17979416.000000 Penalty: 13939.421875
	Iteration 15Q: 3 clusters Score -1.797942e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 86745 members 
Entering Unmasked Estep 
Score: -17979522.000000 Penalty: 13939.421875
	Iteration 16Q: 3 clusters Score -1.797952e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -17979572.000000 Penalty: 13939.421875
	Iteration 17Q: 3 clusters Score -1.797957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -17979630.000000 Penalty: 13939.421875
	Iteration 18Q: 3 clusters Score -1.797963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 86824 members 
Entering Unmasked Estep 
Score: -17979632.000000 Penalty: 13939.421875
	Iteration 19Q: 3 clusters Score -1.797963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -17979656.000000 Penalty: 13939.421875
	Iteration 20F: 3 clusters Score -1.797966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -17979684.000000 Penalty: 13939.421875
	Iteration 21Q: 3 clusters Score -1.797968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -17979710.000000 Penalty: 13939.421875
	Iteration 22Q: 3 clusters Score -1.797971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -17979714.000000 Penalty: 13939.421875
	Iteration 23Q: 3 clusters Score -1.797971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -17979738.000000 Penalty: 13939.421875
	Iteration 24Q: 3 clusters Score -1.797974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -17979762.000000 Penalty: 13939.421875
	Iteration 25Q: 3 clusters Score -1.797976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -17979756.000000 Penalty: 13939.421875
	Iteration 26Q: 3 clusters Score -1.797976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -17979788.000000 Penalty: 13939.421875
	Iteration 27Q: 3 clusters Score -1.797979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -17979782.000000 Penalty: 13939.421875
	Iteration 28Q: 3 clusters Score -1.797978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
Score: -17979800.000000 Penalty: 13939.421875
	Iteration 29Q: 3 clusters Score -1.79798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -17979784.000000 Penalty: 13939.421875
	Iteration 30Q: 3 clusters Score -1.797978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -17979784.000000 Penalty: 13939.421875
	Iteration 31F: 3 clusters Score -1.797978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Entering Unmasked Estep 
Score: -7908326.000000 Penalty: 6462.348633
	Iteration 0F: 2 clusters Score -7908326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -7880301.500000 Penalty: 12924.697266
	Iteration 0F: 3 clusters Score -7880302 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -7889167.000000 Penalty: 12924.697266
	Iteration 1F: 3 clusters Score -7889167 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7890170.000000 Penalty: 12924.697266
	Iteration 2F: 3 clusters Score -7890170 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -7890985.500000 Penalty: 12924.697266
	Iteration 3Q: 3 clusters Score -7890986 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -7891868.000000 Penalty: 12924.697266
	Iteration 4Q: 3 clusters Score -7891868 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -7892774.000000 Penalty: 12924.697266
	Iteration 5Q: 3 clusters Score -7892774 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -7893818.000000 Penalty: 12924.697266
	Iteration 6Q: 3 clusters Score -7893818 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -7895076.500000 Penalty: 12924.697266
	Iteration 7Q: 3 clusters Score -7895076 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -7896412.000000 Penalty: 12924.697266
	Iteration 8F: 3 clusters Score -7896412 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -7897755.000000 Penalty: 12924.697266
	Iteration 9Q: 3 clusters Score -7897755 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -7899234.500000 Penalty: 12924.697266
	Iteration 10Q: 3 clusters Score -7899234 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -7900719.500000 Penalty: 12924.697266
	Iteration 11Q: 3 clusters Score -7900720 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -7901939.000000 Penalty: 12924.697266
	Iteration 12Q: 3 clusters Score -7901939 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -7902706.000000 Penalty: 12924.697266
	Iteration 13Q: 3 clusters Score -7902706 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -7903084.000000 Penalty: 12924.697266
	Iteration 14Q: 3 clusters Score -7903084 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -7903289.500000 Penalty: 12924.697266
	Iteration 15Q: 3 clusters Score -7903290 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -7903395.000000 Penalty: 12924.697266
	Iteration 16Q: 3 clusters Score -7903395 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -7903445.000000 Penalty: 12924.697266
	Iteration 17Q: 3 clusters Score -7903445 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -7903471.500000 Penalty: 12924.697266
	Iteration 18Q: 3 clusters Score -7903472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -7903477.500000 Penalty: 12924.697266
	Iteration 19Q: 3 clusters Score -7903478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -7903503.500000 Penalty: 12924.697266
	Iteration 20F: 3 clusters Score -7903504 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -7903523.500000 Penalty: 12924.697266
	Iteration 21Q: 3 clusters Score -7903524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -7903520.500000 Penalty: 12924.697266
	Iteration 22Q: 3 clusters Score -7903520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -7903528.000000 Penalty: 12924.697266
	Iteration 23Q: 3 clusters Score -7903528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -7903517.000000 Penalty: 12924.697266
	Iteration 24Q: 3 clusters Score -7903517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -7903521.000000 Penalty: 12924.697266
	Iteration 25Q: 3 clusters Score -7903521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -7903531.000000 Penalty: 12924.697266
	Iteration 26Q: 3 clusters Score -7903531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -7903542.000000 Penalty: 12924.697266
	Iteration 27Q: 3 clusters Score -7903542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -7903556.000000 Penalty: 12924.697266
	Iteration 28Q: 3 clusters Score -7903556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -7903556.000000 Penalty: 12924.697266
	Iteration 29Q: 3 clusters Score -7903556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -7903548.000000 Penalty: 12924.697266
	Iteration 30Q: 3 clusters Score -7903548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -7903541.000000 Penalty: 12924.697266
	Iteration 31Q: 3 clusters Score -7903541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -7903540.500000 Penalty: 12924.697266
	Iteration 32Q: 3 clusters Score -7903540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -7903540.500000 Penalty: 12924.697266
	Iteration 33Q: 3 clusters Score -7903540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7903538.500000 Penalty: 12924.697266
	Iteration 34Q: 3 clusters Score -7903538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7903538.500000 Penalty: 12924.697266
	Iteration 35F: 3 clusters Score -7903538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Entering Unmasked Estep 
Score: -4916633.000000 Penalty: 6173.307129
	Iteration 0F: 2 clusters Score -4916633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4897686.000000 Penalty: 12346.614258
	Iteration 0F: 3 clusters Score -4897686 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -4902917.000000 Penalty: 12346.614258
	Iteration 1F: 3 clusters Score -4902917 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4903627.500000 Penalty: 12346.614258
	Iteration 2F: 3 clusters Score -4903628 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -4904133.000000 Penalty: 12346.614258
	Iteration 3F: 3 clusters Score -4904133 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -4904561.500000 Penalty: 12346.614258
	Iteration 4Q: 3 clusters Score -4904562 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -4904931.000000 Penalty: 12346.614258
	Iteration 5Q: 3 clusters Score -4904931 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4905306.500000 Penalty: 12346.614258
	Iteration 6Q: 3 clusters Score -4905306 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -4905658.000000 Penalty: 12346.614258
	Iteration 7Q: 3 clusters Score -4905658 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4906008.000000 Penalty: 12346.614258
	Iteration 8Q: 3 clusters Score -4906008 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -4906337.000000 Penalty: 12346.614258
	Iteration 9Q: 3 clusters Score -4906337 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -4906773.500000 Penalty: 12346.614258
	Iteration 10Q: 3 clusters Score -4906774 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4907201.000000 Penalty: 12346.614258
	Iteration 11Q: 3 clusters Score -4907201 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4907670.500000 Penalty: 12346.614258
	Iteration 12Q: 3 clusters Score -4907670 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4908192.500000 Penalty: 12346.614258
	Iteration 13Q: 3 clusters Score -4908192 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4908681.500000 Penalty: 12346.614258
	Iteration 14Q: 3 clusters Score -4908682 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4909081.000000 Penalty: 12346.614258
	Iteration 15Q: 3 clusters Score -4909081 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4909422.500000 Penalty: 12346.614258
	Iteration 16Q: 3 clusters Score -4909422 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4909710.500000 Penalty: 12346.614258
	Iteration 17Q: 3 clusters Score -4909710 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -4909967.000000 Penalty: 12346.614258
	Iteration 18Q: 3 clusters Score -4909967 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4910147.500000 Penalty: 12346.614258
	Iteration 19Q: 3 clusters Score -4910148 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4910292.000000 Penalty: 12346.614258
	Iteration 20F: 3 clusters Score -4910292 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4910464.500000 Penalty: 12346.614258
	Iteration 21Q: 3 clusters Score -4910464 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4910592.500000 Penalty: 12346.614258
	Iteration 22Q: 3 clusters Score -4910592 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4910721.500000 Penalty: 12346.614258
	Iteration 23Q: 3 clusters Score -4910722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -4910823.500000 Penalty: 12346.614258
	Iteration 24Q: 3 clusters Score -4910824 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -4910898.000000 Penalty: 12346.614258
	Iteration 25Q: 3 clusters Score -4910898 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -4910962.500000 Penalty: 12346.614258
	Iteration 26Q: 3 clusters Score -4910962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4911032.500000 Penalty: 12346.614258
	Iteration 27Q: 3 clusters Score -4911032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4911059.500000 Penalty: 12346.614258
	Iteration 28Q: 3 clusters Score -4911060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -4911100.000000 Penalty: 12346.614258
	Iteration 29Q: 3 clusters Score -4911100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -4911134.500000 Penalty: 12346.614258
	Iteration 30Q: 3 clusters Score -4911134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4911160.000000 Penalty: 12346.614258
	Iteration 31Q: 3 clusters Score -4911160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -4911183.500000 Penalty: 12346.614258
	Iteration 32Q: 3 clusters Score -4911184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -4911215.000000 Penalty: 12346.614258
	Iteration 33Q: 3 clusters Score -4911215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4911248.500000 Penalty: 12346.614258
	Iteration 34Q: 3 clusters Score -4911248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -4911261.000000 Penalty: 12346.614258
	Iteration 35Q: 3 clusters Score -4911261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4911286.000000 Penalty: 12346.614258
	Iteration 36Q: 3 clusters Score -4911286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4911306.500000 Penalty: 12346.614258
	Iteration 37Q: 3 clusters Score -4911306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -4911325.000000 Penalty: 12346.614258
	Iteration 38Q: 3 clusters Score -4911325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4911336.000000 Penalty: 12346.614258
	Iteration 39Q: 3 clusters Score -4911336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -4911347.000000 Penalty: 12346.614258
	Iteration 40F: 3 clusters Score -4911347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4911361.000000 Penalty: 12346.614258
	Iteration 41Q: 3 clusters Score -4911361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4911368.000000 Penalty: 12346.614258
	Iteration 42Q: 3 clusters Score -4911368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -4911366.000000 Penalty: 12346.614258
	Iteration 43Q: 3 clusters Score -4911366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4911368.000000 Penalty: 12346.614258
	Iteration 44Q: 3 clusters Score -4911368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -4911370.500000 Penalty: 12346.614258
	Iteration 45Q: 3 clusters Score -4911370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -4911376.000000 Penalty: 12346.614258
	Iteration 46Q: 3 clusters Score -4911376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -4911370.500000 Penalty: 12346.614258
	Iteration 47Q: 3 clusters Score -4911370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -4911375.000000 Penalty: 12346.614258
	Iteration 48Q: 3 clusters Score -4911375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4911375.500000 Penalty: 12346.614258
	Iteration 49Q: 3 clusters Score -4911376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -4911384.500000 Penalty: 12346.614258
	Iteration 50Q: 3 clusters Score -4911384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -4911383.000000 Penalty: 12346.614258
	Iteration 51Q: 3 clusters Score -4911383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -4911381.000000 Penalty: 12346.614258
	Iteration 52Q: 3 clusters Score -4911381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4911379.500000 Penalty: 12346.614258
	Iteration 53Q: 3 clusters Score -4911380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4911388.500000 Penalty: 12346.614258
	Iteration 54Q: 3 clusters Score -4911388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -4911390.000000 Penalty: 12346.614258
	Iteration 55Q: 3 clusters Score -4911390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4911394.500000 Penalty: 12346.614258
	Iteration 56Q: 3 clusters Score -4911394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4911396.000000 Penalty: 12346.614258
	Iteration 57Q: 3 clusters Score -4911396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4911396.000000 Penalty: 12346.614258
	Iteration 58F: 3 clusters Score -4911396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -123406.617188 Penalty: 4006.380859
	Iteration 0F: 2 clusters Score -123406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -119689.148438 Penalty: 8012.761719
	Iteration 0F: 3 clusters Score -119689.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -120022.734375 Penalty: 8012.761719
	Iteration 1F: 3 clusters Score -120022.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -120155.734375 Penalty: 8012.761719
	Iteration 2Q: 3 clusters Score -120155.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -120254.070312 Penalty: 8012.761719
	Iteration 3Q: 3 clusters Score -120254.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -120312.046875 Penalty: 8012.761719
	Iteration 4Q: 3 clusters Score -120312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -120400.992188 Penalty: 8012.761719
	Iteration 5Q: 3 clusters Score -120401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -120500.781250 Penalty: 8012.761719
	Iteration 6Q: 3 clusters Score -120500.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -120608.617188 Penalty: 8012.761719
	Iteration 7Q: 3 clusters Score -120608.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -120782.296875 Penalty: 8012.761719
	Iteration 8Q: 3 clusters Score -120782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -120943.679688 Penalty: 8012.761719
	Iteration 9Q: 3 clusters Score -120943.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -121227.382812 Penalty: 8012.761719
	Iteration 10Q: 3 clusters Score -121227.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -121600.703125 Penalty: 8012.761719
	Iteration 11Q: 3 clusters Score -121600.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -121783.445312 Penalty: 8012.761719
	Iteration 12Q: 3 clusters Score -121783.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -121904.382812 Penalty: 8012.761719
	Iteration 13Q: 3 clusters Score -121904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -121991.132812 Penalty: 8012.761719
	Iteration 14Q: 3 clusters Score -121991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -122068.375000 Penalty: 8012.761719
	Iteration 15Q: 3 clusters Score -122068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -122171.570312 Penalty: 8012.761719
	Iteration 16Q: 3 clusters Score -122171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -122368.578125 Penalty: 8012.761719
	Iteration 17Q: 3 clusters Score -122368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -122415.445312 Penalty: 8012.761719
	Iteration 18Q: 3 clusters Score -122415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -122464.765625 Penalty: 8012.761719
	Iteration 19Q: 3 clusters Score -122464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -122504.695312 Penalty: 8012.761719
	Iteration 20F: 3 clusters Score -122504.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -122573.734375 Penalty: 8012.761719
	Iteration 21Q: 3 clusters Score -122573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -122652.695312 Penalty: 8012.761719
	Iteration 22Q: 3 clusters Score -122652.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -122820.968750 Penalty: 8012.761719
	Iteration 23Q: 3 clusters Score -122821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -123094.179688 Penalty: 8012.761719
	Iteration 24Q: 3 clusters Score -123094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -123115.539062 Penalty: 8012.761719
	Iteration 25Q: 3 clusters Score -123115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -123120.593750 Penalty: 8012.761719
	Iteration 26Q: 3 clusters Score -123120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -123120.593750 Penalty: 8012.761719
	Iteration 27F: 3 clusters Score -123120.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -52425.289062 Penalty: 3575.609863
	Iteration 0F: 2 clusters Score -52425.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49640.539062 Penalty: 7151.219727
	Iteration 0F: 3 clusters Score -49640.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49907.894531 Penalty: 7151.219727
	Iteration 1F: 3 clusters Score -49907.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50058.621094 Penalty: 7151.219727
	Iteration 2Q: 3 clusters Score -50058.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50301.679688 Penalty: 7151.219727
	Iteration 3Q: 3 clusters Score -50301.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50357.894531 Penalty: 7151.219727
	Iteration 4Q: 3 clusters Score -50357.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50454.527344 Penalty: 7151.219727
	Iteration 5Q: 3 clusters Score -50454.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50490.761719 Penalty: 7151.219727
	Iteration 6Q: 3 clusters Score -50490.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50490.761719 Penalty: 7151.219727
	Iteration 7F: 3 clusters Score -50490.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -129569.593750 Penalty: 4024.665771
	Iteration 0F: 2 clusters Score -129569.6 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 352 members 
Entering Unmasked Estep 
Score: -125850.851562 Penalty: 8049.331543
	Iteration 0F: 3 clusters Score -125850.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -126188.460938 Penalty: 8049.331543
	Iteration 1F: 3 clusters Score -126188.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -126376.625000 Penalty: 8049.331543
	Iteration 2Q: 3 clusters Score -126376.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -126562.359375 Penalty: 8049.331543
	Iteration 3Q: 3 clusters Score -126562.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -126724.031250 Penalty: 8049.331543
	Iteration 4Q: 3 clusters Score -126724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -126877.554688 Penalty: 8049.331543
	Iteration 5Q: 3 clusters Score -126877.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -127076.632812 Penalty: 8049.331543
	Iteration 6Q: 3 clusters Score -127076.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -127332.101562 Penalty: 8049.331543
	Iteration 7Q: 3 clusters Score -127332.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -127790.796875 Penalty: 8049.331543
	Iteration 8Q: 3 clusters Score -127790.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -128227.367188 Penalty: 8049.331543
	Iteration 9Q: 3 clusters Score -128227.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -128333.976562 Penalty: 8049.331543
	Iteration 10Q: 3 clusters Score -128334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -128403.085938 Penalty: 8049.331543
	Iteration 11Q: 3 clusters Score -128403.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -128448.835938 Penalty: 8049.331543
	Iteration 12Q: 3 clusters Score -128448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -128496.289062 Penalty: 8049.331543
	Iteration 13Q: 3 clusters Score -128496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -128523.187500 Penalty: 8049.331543
	Iteration 14Q: 3 clusters Score -128523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -128547.179688 Penalty: 8049.331543
	Iteration 15Q: 3 clusters Score -128547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -128580.593750 Penalty: 8049.331543
	Iteration 16Q: 3 clusters Score -128580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -128594.992188 Penalty: 8049.331543
	Iteration 17Q: 3 clusters Score -128595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -128606.632812 Penalty: 8049.331543
	Iteration 18Q: 3 clusters Score -128606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -128620.515625 Penalty: 8049.331543
	Iteration 19Q: 3 clusters Score -128620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -128641.296875 Penalty: 8049.331543
	Iteration 20F: 3 clusters Score -128641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -128662.953125 Penalty: 8049.331543
	Iteration 21Q: 3 clusters Score -128663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -128662.953125 Penalty: 8049.331543
	Iteration 22F: 3 clusters Score -128663 nChanged 0
--- Evaluating fit on full set of 1326027 points ---
Entering Unmasked Estep 
Score: -268752544.000000 Penalty: 215871.000000
22->26 Clusters: Score -268752544.000000, best is -268745824.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 442009 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 20085 members 
Mstep: Class 3 contains 20112 members 
Mstep: Class 4 contains 19983 members 
Mstep: Class 5 contains 20061 members 
Mstep: Class 6 contains 19816 members 
Mstep: Class 7 contains 20307 members 
Mstep: Class 8 contains 20089 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 20085 members 
Mstep: Class 11 contains 20203 members 
Mstep: Class 12 contains 20285 members 
Mstep: Class 13 contains 19982 members 
Mstep: Class 14 contains 19941 members 
Mstep: Class 15 contains 19900 members 
Mstep: Class 16 contains 19926 members 
Mstep: Class 17 contains 20129 members 
Mstep: Class 18 contains 20094 members 
Mstep: Class 19 contains 20164 members 
Mstep: Class 20 contains 20173 members 
Mstep: Class 21 contains 20388 members 
Mstep: Class 22 contains 20058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 480.718506 but Gain 7961.937500
Score: -85044784.000000 Penalty: 167200.734375
Iteration 0F: 22 clusters Score -8.504478e+07 nChanged 417111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 25262 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 5 contains 88583 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 4779 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 17854 members 
Mstep: Class 10 contains 17972 members 
Mstep: Class 11 contains 17124 members 
Mstep: Class 12 contains 10098 members 
Mstep: Class 13 contains 9852 members 
Mstep: Class 14 contains 3420 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 44218 members 
Mstep: Class 18 contains 16726 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 20849 members 
Mstep: Class 21 contains 8756 members 
Mstep: Class 22 contains 47901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1637.174072 but Gain 7961.937500
Score: -87800616.000000 Penalty: 159238.796875
Iteration 1F: 21 clusters Score -8.780062e+07 nChanged 179542
Entering Unmasked Mstep 
Mstep: Class 0 contains 1356 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 24588 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 5 contains 115567 members 
Mstep: Class 6 contains 10431 members 
Mstep: Class 7 contains 1660 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 14189 members 
Mstep: Class 10 contains 17571 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 2261 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 53386 members 
Mstep: Class 18 contains 7643 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 66910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2633.935303 but Gain 7961.937500
Score: -88639232.000000 Penalty: 151276.859375
Iteration 2F: 20 clusters Score -8.863923e+07 nChanged 128404
Entering Unmasked Mstep 
Mstep: Class 0 contains 522 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 16741 members 
Mstep: Class 3 contains 1584 members 
Mstep: Class 5 contains 120954 members 
Mstep: Class 6 contains 13170 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 8762 members 
Mstep: Class 10 contains 11538 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 73989 members 
Mstep: Class 18 contains 7474 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 25043 members 
Mstep: Class 22 contains 66283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 6003.211426 but Gain 7961.937500
Score: -88962176.000000 Penalty: 143314.921875
Iteration 3F: 19 clusters Score -8.896218e+07 nChanged 91270
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 1597 members 
Mstep: Class 5 contains 130234 members 
Mstep: Class 6 contains 16605 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 7355 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 1285 members 
Mstep: Class 14 contains 554 members 
Mstep: Class 15 contains 7643 members 
Mstep: Class 16 contains 92801 members 
Mstep: Class 18 contains 5376 members 
Mstep: Class 19 contains 4268 members 
Mstep: Class 20 contains 23377 members 
Mstep: Class 22 contains 58050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 5173.655273 but Gain 7961.937500
Score: -89144208.000000 Penalty: 135352.984375
Iteration 4F: 18 clusters Score -8.914421e+07 nChanged 59803
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 7879 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 5 contains 139694 members 
Mstep: Class 6 contains 18881 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 4943 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 6480 members 
Mstep: Class 16 contains 103221 members 
Mstep: Class 19 contains 4721 members 
Mstep: Class 20 contains 23404 members 
Mstep: Class 22 contains 49090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 6575.629395 but Gain 7961.945312
Score: -89250312.000000 Penalty: 127391.039062
Iteration 5F: 17 clusters Score -8.925031e+07 nChanged 36455
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 6956 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 5 contains 146799 members 
Mstep: Class 6 contains 21935 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 4900 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 547 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 6154 members 
Mstep: Class 16 contains 106632 members 
Mstep: Class 19 contains 5474 members 
Mstep: Class 20 contains 21793 members 
Mstep: Class 22 contains 44041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89289680.000000 Penalty: 127391.039062
Iteration 6F: 17 clusters Score -8.928968e+07 nChanged 20681
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 5 contains 149390 members 
Mstep: Class 6 contains 23180 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 5103 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 107533 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 21013 members 
Mstep: Class 22 contains 42238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89307528.000000 Penalty: 127391.039062
Iteration 7Q: 17 clusters Score -8.930753e+07 nChanged 14166
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 6876 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 5 contains 150337 members 
Mstep: Class 6 contains 23822 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 6309 members 
Mstep: Class 16 contains 107735 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 20601 members 
Mstep: Class 22 contains 41832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89318088.000000 Penalty: 127391.039062
Iteration 8Q: 17 clusters Score -8.931809e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 7403 members 
Mstep: Class 3 contains 1478 members 
Mstep: Class 5 contains 150637 members 
Mstep: Class 6 contains 24111 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 5825 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 624 members 
Mstep: Class 15 contains 6637 members 
Mstep: Class 16 contains 107621 members 
Mstep: Class 19 contains 6898 members 
Mstep: Class 20 contains 20389 members 
Mstep: Class 22 contains 41705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89324560.000000 Penalty: 127391.039062
Iteration 9Q: 17 clusters Score -8.932456e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 8157 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 5 contains 150544 members 
Mstep: Class 6 contains 24265 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6001 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 7020 members 
Mstep: Class 16 contains 107294 members 
Mstep: Class 19 contains 7185 members 
Mstep: Class 20 contains 20293 members 
Mstep: Class 22 contains 41734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89328608.000000 Penalty: 127391.039062
Iteration 10Q: 17 clusters Score -8.932861e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 8905 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 5 contains 150234 members 
Mstep: Class 6 contains 24339 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6124 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 7427 members 
Mstep: Class 16 contains 106835 members 
Mstep: Class 19 contains 7414 members 
Mstep: Class 20 contains 20252 members 
Mstep: Class 22 contains 41988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89331760.000000 Penalty: 127391.039062
Iteration 11Q: 17 clusters Score -8.933176e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 9591 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 5 contains 149723 members 
Mstep: Class 6 contains 24319 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1160 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 7808 members 
Mstep: Class 16 contains 106423 members 
Mstep: Class 19 contains 7674 members 
Mstep: Class 20 contains 20218 members 
Mstep: Class 22 contains 42384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89333680.000000 Penalty: 127391.039062
Iteration 12Q: 17 clusters Score -8.933368e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 10293 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 5 contains 149094 members 
Mstep: Class 6 contains 24226 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6192 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 8096 members 
Mstep: Class 16 contains 106028 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 20199 members 
Mstep: Class 22 contains 42903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89335616.000000 Penalty: 127391.039062
Iteration 13Q: 17 clusters Score -8.933562e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 10937 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 5 contains 148302 members 
Mstep: Class 6 contains 24108 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6216 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 8377 members 
Mstep: Class 16 contains 105679 members 
Mstep: Class 19 contains 8124 members 
Mstep: Class 20 contains 20184 members 
Mstep: Class 22 contains 43552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89336616.000000 Penalty: 127391.039062
Iteration 14Q: 17 clusters Score -8.933662e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 5 contains 147343 members 
Mstep: Class 6 contains 23950 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6242 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 16 contains 105373 members 
Mstep: Class 19 contains 8299 members 
Mstep: Class 20 contains 20169 members 
Mstep: Class 22 contains 44378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89338008.000000 Penalty: 127391.039062
Iteration 15Q: 17 clusters Score -8.933801e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 12108 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 5 contains 146174 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6270 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 8769 members 
Mstep: Class 16 contains 105145 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 20151 members 
Mstep: Class 22 contains 45351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89339104.000000 Penalty: 127391.039062
Iteration 16Q: 17 clusters Score -8.93391e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 12672 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 5 contains 144833 members 
Mstep: Class 6 contains 23645 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 8941 members 
Mstep: Class 16 contains 104940 members 
Mstep: Class 19 contains 8539 members 
Mstep: Class 20 contains 20130 members 
Mstep: Class 22 contains 46500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89340312.000000 Penalty: 127391.039062
Iteration 17Q: 17 clusters Score -8.934031e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 13208 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 5 contains 143101 members 
Mstep: Class 6 contains 23448 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6321 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 9098 members 
Mstep: Class 16 contains 104785 members 
Mstep: Class 19 contains 8644 members 
Mstep: Class 20 contains 20111 members 
Mstep: Class 22 contains 47975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89342072.000000 Penalty: 127391.039062
Iteration 18Q: 17 clusters Score -8.934207e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 13689 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 5 contains 140899 members 
Mstep: Class 6 contains 23280 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6348 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 9229 members 
Mstep: Class 16 contains 104674 members 
Mstep: Class 19 contains 8716 members 
Mstep: Class 20 contains 20093 members 
Mstep: Class 22 contains 49849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89344264.000000 Penalty: 127391.039062
Iteration 19Q: 17 clusters Score -8.934426e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 14117 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 5 contains 138520 members 
Mstep: Class 6 contains 23059 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6371 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 9335 members 
Mstep: Class 16 contains 104584 members 
Mstep: Class 19 contains 8787 members 
Mstep: Class 20 contains 20086 members 
Mstep: Class 22 contains 51921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89347808.000000 Penalty: 127391.039062
Iteration 20F: 17 clusters Score -8.934781e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 14782 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 5 contains 135984 members 
Mstep: Class 6 contains 22767 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 9464 members 
Mstep: Class 16 contains 104343 members 
Mstep: Class 19 contains 9062 members 
Mstep: Class 20 contains 20046 members 
Mstep: Class 22 contains 54062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89351128.000000 Penalty: 127391.039062
Iteration 21Q: 17 clusters Score -8.935113e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 15308 members 
Mstep: Class 3 contains 1338 members 
Mstep: Class 5 contains 133637 members 
Mstep: Class 6 contains 22547 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6367 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1241 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 104134 members 
Mstep: Class 19 contains 9317 members 
Mstep: Class 20 contains 20028 members 
Mstep: Class 22 contains 55980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89353568.000000 Penalty: 127391.039062
Iteration 22Q: 17 clusters Score -8.935357e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 15725 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 5 contains 131367 members 
Mstep: Class 6 contains 22313 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6359 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9691 members 
Mstep: Class 16 contains 103960 members 
Mstep: Class 19 contains 9605 members 
Mstep: Class 20 contains 20012 members 
Mstep: Class 22 contains 57836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89354808.000000 Penalty: 127391.039062
Iteration 23Q: 17 clusters Score -8.935481e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 16070 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 5 contains 129253 members 
Mstep: Class 6 contains 22092 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6350 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1255 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9764 members 
Mstep: Class 16 contains 103828 members 
Mstep: Class 19 contains 9872 members 
Mstep: Class 20 contains 19994 members 
Mstep: Class 22 contains 59550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89356008.000000 Penalty: 127391.039062
Iteration 24Q: 17 clusters Score -8.935601e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 16409 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 5 contains 127343 members 
Mstep: Class 6 contains 21889 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9817 members 
Mstep: Class 16 contains 103700 members 
Mstep: Class 19 contains 10132 members 
Mstep: Class 20 contains 19985 members 
Mstep: Class 22 contains 61041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89357120.000000 Penalty: 127391.039062
Iteration 25Q: 17 clusters Score -8.935712e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 16704 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 5 contains 125605 members 
Mstep: Class 6 contains 21725 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6327 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9831 members 
Mstep: Class 16 contains 103595 members 
Mstep: Class 19 contains 10413 members 
Mstep: Class 20 contains 19975 members 
Mstep: Class 22 contains 62355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89358208.000000 Penalty: 127391.039062
Iteration 26Q: 17 clusters Score -8.935821e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 17009 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 5 contains 124016 members 
Mstep: Class 6 contains 21588 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6322 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9841 members 
Mstep: Class 16 contains 103509 members 
Mstep: Class 19 contains 10676 members 
Mstep: Class 20 contains 19954 members 
Mstep: Class 22 contains 63447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89359112.000000 Penalty: 127391.039062
Iteration 27Q: 17 clusters Score -8.935911e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 17312 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 5 contains 122526 members 
Mstep: Class 6 contains 21456 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6325 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9834 members 
Mstep: Class 16 contains 103441 members 
Mstep: Class 19 contains 10953 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 22 contains 64352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89359968.000000 Penalty: 127391.039062
Iteration 28Q: 17 clusters Score -8.935997e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 17612 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 121100 members 
Mstep: Class 6 contains 21339 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6333 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9827 members 
Mstep: Class 16 contains 103378 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 19933 members 
Mstep: Class 22 contains 65115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89360728.000000 Penalty: 127391.039062
Iteration 29Q: 17 clusters Score -8.936073e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 17934 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 119829 members 
Mstep: Class 6 contains 21239 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6338 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9801 members 
Mstep: Class 16 contains 103315 members 
Mstep: Class 19 contains 11631 members 
Mstep: Class 20 contains 19919 members 
Mstep: Class 22 contains 65691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89361248.000000 Penalty: 127391.039062
Iteration 30Q: 17 clusters Score -8.936125e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 18310 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 118660 members 
Mstep: Class 6 contains 21115 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6331 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9773 members 
Mstep: Class 16 contains 103244 members 
Mstep: Class 19 contains 12033 members 
Mstep: Class 20 contains 19910 members 
Mstep: Class 22 contains 66144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89361904.000000 Penalty: 127391.039062
Iteration 31Q: 17 clusters Score -8.93619e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 18602 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 117673 members 
Mstep: Class 6 contains 21014 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9735 members 
Mstep: Class 16 contains 103190 members 
Mstep: Class 19 contains 12481 members 
Mstep: Class 20 contains 19896 members 
Mstep: Class 22 contains 66397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89362896.000000 Penalty: 127391.039062
Iteration 32Q: 17 clusters Score -8.93629e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 18870 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 116758 members 
Mstep: Class 6 contains 20928 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6326 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9717 members 
Mstep: Class 16 contains 103147 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 19887 members 
Mstep: Class 22 contains 66514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89363504.000000 Penalty: 127391.039062
Iteration 33Q: 17 clusters Score -8.93635e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 19134 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 115954 members 
Mstep: Class 6 contains 20805 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9721 members 
Mstep: Class 16 contains 103097 members 
Mstep: Class 19 contains 13709 members 
Mstep: Class 20 contains 19874 members 
Mstep: Class 22 contains 66487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89364224.000000 Penalty: 127391.039062
Iteration 34Q: 17 clusters Score -8.936422e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 19366 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 115224 members 
Mstep: Class 6 contains 20704 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9712 members 
Mstep: Class 16 contains 103057 members 
Mstep: Class 19 contains 14526 members 
Mstep: Class 20 contains 19863 members 
Mstep: Class 22 contains 66294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89365952.000000 Penalty: 127391.039062
Iteration 35Q: 17 clusters Score -8.936595e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 19603 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 114536 members 
Mstep: Class 6 contains 20601 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6322 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9706 members 
Mstep: Class 16 contains 103005 members 
Mstep: Class 19 contains 15479 members 
Mstep: Class 20 contains 19850 members 
Mstep: Class 22 contains 65921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89367488.000000 Penalty: 127391.039062
Iteration 36Q: 17 clusters Score -8.936749e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 19823 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 113941 members 
Mstep: Class 6 contains 20514 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9711 members 
Mstep: Class 16 contains 102948 members 
Mstep: Class 19 contains 16517 members 
Mstep: Class 20 contains 19838 members 
Mstep: Class 22 contains 65352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89369120.000000 Penalty: 127391.039062
Iteration 37Q: 17 clusters Score -8.936912e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 20030 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 5 contains 113356 members 
Mstep: Class 6 contains 20421 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6326 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1262 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9724 members 
Mstep: Class 16 contains 102895 members 
Mstep: Class 19 contains 17619 members 
Mstep: Class 20 contains 19825 members 
Mstep: Class 22 contains 64556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89371296.000000 Penalty: 127391.039062
Iteration 38Q: 17 clusters Score -8.93713e+07 nChanged 4573
Entering ConstructFrom: 
Score: -89371296.000000 Penalty: 127391.039062
Entering ConstructFrom: 
Trying to split cluster 1 (62492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Entering Unmasked Estep 
Score: -12837301.000000 Penalty: 6763.711426
	Iteration 0F: 2 clusters Score -1.28373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -12793486.000000 Penalty: 13527.422852
	Iteration 0F: 3 clusters Score -1.279349e+07 nChanged 27855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -12808667.000000 Penalty: 13527.422852
	Iteration 1F: 3 clusters Score -1.280867e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -12810025.000000 Penalty: 13527.422852
	Iteration 2F: 3 clusters Score -1.281002e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -12811560.000000 Penalty: 13527.422852
	Iteration 3F: 3 clusters Score -1.281156e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -12813841.000000 Penalty: 13527.422852
	Iteration 4F: 3 clusters Score -1.281384e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -12817345.000000 Penalty: 13527.422852
	Iteration 5F: 3 clusters Score -1.281734e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -12821711.000000 Penalty: 13527.422852
	Iteration 6F: 3 clusters Score -1.282171e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -12826064.000000 Penalty: 13527.422852
	Iteration 7F: 3 clusters Score -1.282606e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -12829237.000000 Penalty: 13527.422852
	Iteration 8F: 3 clusters Score -1.282924e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -12831293.000000 Penalty: 13527.422852
	Iteration 9F: 3 clusters Score -1.283129e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -12832644.000000 Penalty: 13527.422852
	Iteration 10Q: 3 clusters Score -1.283264e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -12833504.000000 Penalty: 13527.422852
	Iteration 11Q: 3 clusters Score -1.28335e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -12834025.000000 Penalty: 13527.422852
	Iteration 12Q: 3 clusters Score -1.283402e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -12834396.000000 Penalty: 13527.422852
	Iteration 13Q: 3 clusters Score -1.28344e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -12834596.000000 Penalty: 13527.422852
	Iteration 14Q: 3 clusters Score -1.28346e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -12834645.000000 Penalty: 13527.422852
	Iteration 15Q: 3 clusters Score -1.283464e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -12834715.000000 Penalty: 13527.422852
	Iteration 16Q: 3 clusters Score -1.283472e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -12834759.000000 Penalty: 13527.422852
	Iteration 17Q: 3 clusters Score -1.283476e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -12834780.000000 Penalty: 13527.422852
	Iteration 18Q: 3 clusters Score -1.283478e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -12834852.000000 Penalty: 13527.422852
	Iteration 19Q: 3 clusters Score -1.283485e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -12834873.000000 Penalty: 13527.422852
	Iteration 20F: 3 clusters Score -1.283487e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -12834960.000000 Penalty: 13527.422852
	Iteration 21Q: 3 clusters Score -1.283496e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -12834973.000000 Penalty: 13527.422852
	Iteration 22Q: 3 clusters Score -1.283497e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -12835007.000000 Penalty: 13527.422852
	Iteration 23Q: 3 clusters Score -1.283501e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -12835030.000000 Penalty: 13527.422852
	Iteration 24Q: 3 clusters Score -1.283503e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -12835087.000000 Penalty: 13527.422852
	Iteration 25Q: 3 clusters Score -1.283509e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -12835132.000000 Penalty: 13527.422852
	Iteration 26Q: 3 clusters Score -1.283513e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -12835171.000000 Penalty: 13527.422852
	Iteration 27Q: 3 clusters Score -1.283517e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -12835245.000000 Penalty: 13527.422852
	Iteration 28Q: 3 clusters Score -1.283524e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -12835280.000000 Penalty: 13527.422852
	Iteration 29Q: 3 clusters Score -1.283528e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -12835351.000000 Penalty: 13527.422852
	Iteration 30Q: 3 clusters Score -1.283535e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -12835388.000000 Penalty: 13527.422852
	Iteration 31Q: 3 clusters Score -1.283539e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -12835416.000000 Penalty: 13527.422852
	Iteration 32Q: 3 clusters Score -1.283542e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -12835434.000000 Penalty: 13527.422852
	Iteration 33Q: 3 clusters Score -1.283543e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -12835483.000000 Penalty: 13527.422852
	Iteration 34Q: 3 clusters Score -1.283548e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -12835496.000000 Penalty: 13527.422852
	Iteration 35Q: 3 clusters Score -1.28355e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -12835490.000000 Penalty: 13527.422852
	Iteration 36Q: 3 clusters Score -1.283549e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -12835460.000000 Penalty: 13527.422852
	Iteration 37Q: 3 clusters Score -1.283546e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -12835453.000000 Penalty: 13527.422852
	Iteration 38Q: 3 clusters Score -1.283545e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -12835471.000000 Penalty: 13527.422852
	Iteration 39Q: 3 clusters Score -1.283547e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -12835470.000000 Penalty: 13527.422852
	Iteration 40F: 3 clusters Score -1.283547e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -12835466.000000 Penalty: 13527.422852
	Iteration 41Q: 3 clusters Score -1.283547e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -12835484.000000 Penalty: 13527.422852
	Iteration 42Q: 3 clusters Score -1.283548e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -12835511.000000 Penalty: 13527.422852
	Iteration 43Q: 3 clusters Score -1.283551e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -12835485.000000 Penalty: 13527.422852
	Iteration 44Q: 3 clusters Score -1.283548e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -12835485.000000 Penalty: 13527.422852
	Iteration 45Q: 3 clusters Score -1.283548e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -12835463.000000 Penalty: 13527.422852
	Iteration 46Q: 3 clusters Score -1.283546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -12835468.000000 Penalty: 13527.422852
	Iteration 47Q: 3 clusters Score -1.283547e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -12835507.000000 Penalty: 13527.422852
	Iteration 48Q: 3 clusters Score -1.283551e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -12835509.000000 Penalty: 13527.422852
	Iteration 49Q: 3 clusters Score -1.283551e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -12835504.000000 Penalty: 13527.422852
	Iteration 50Q: 3 clusters Score -1.28355e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -12835525.000000 Penalty: 13527.422852
	Iteration 51Q: 3 clusters Score -1.283552e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -12835533.000000 Penalty: 13527.422852
	Iteration 52Q: 3 clusters Score -1.283553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -12835545.000000 Penalty: 13527.422852
	Iteration 53Q: 3 clusters Score -1.283554e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -12835533.000000 Penalty: 13527.422852
	Iteration 54Q: 3 clusters Score -1.283553e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -12835552.000000 Penalty: 13527.422852
	Iteration 55Q: 3 clusters Score -1.283555e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -12835548.000000 Penalty: 13527.422852
	Iteration 56Q: 3 clusters Score -1.283555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -12835543.000000 Penalty: 13527.422852
	Iteration 57Q: 3 clusters Score -1.283554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -12835533.000000 Penalty: 13527.422852
	Iteration 58Q: 3 clusters Score -1.283553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -12835540.000000 Penalty: 13527.422852
	Iteration 59Q: 3 clusters Score -1.283554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -12835542.000000 Penalty: 13527.422852
	Iteration 60F: 3 clusters Score -1.283554e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -12835550.000000 Penalty: 13527.422852
	Iteration 61Q: 3 clusters Score -1.283555e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -12835553.000000 Penalty: 13527.422852
	Iteration 62Q: 3 clusters Score -1.283555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -12835547.000000 Penalty: 13527.422852
	Iteration 63Q: 3 clusters Score -1.283555e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -12835555.000000 Penalty: 13527.422852
	Iteration 64Q: 3 clusters Score -1.283556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -12835543.000000 Penalty: 13527.422852
	Iteration 65Q: 3 clusters Score -1.283554e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -12835537.000000 Penalty: 13527.422852
	Iteration 66Q: 3 clusters Score -1.283554e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -12835544.000000 Penalty: 13527.422852
	Iteration 67Q: 3 clusters Score -1.283554e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -12835571.000000 Penalty: 13527.422852
	Iteration 68Q: 3 clusters Score -1.283557e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -12835584.000000 Penalty: 13527.422852
	Iteration 69Q: 3 clusters Score -1.283558e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -12835578.000000 Penalty: 13527.422852
	Iteration 70Q: 3 clusters Score -1.283558e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -12835584.000000 Penalty: 13527.422852
	Iteration 71Q: 3 clusters Score -1.283558e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -12835590.000000 Penalty: 13527.422852
	Iteration 72Q: 3 clusters Score -1.283559e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -12835577.000000 Penalty: 13527.422852
	Iteration 73Q: 3 clusters Score -1.283558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -12835568.000000 Penalty: 13527.422852
	Iteration 74Q: 3 clusters Score -1.283557e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -12835573.000000 Penalty: 13527.422852
	Iteration 75Q: 3 clusters Score -1.283557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -12835567.000000 Penalty: 13527.422852
	Iteration 76Q: 3 clusters Score -1.283557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -12835564.000000 Penalty: 13527.422852
	Iteration 77Q: 3 clusters Score -1.283556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -12835546.000000 Penalty: 13527.422852
	Iteration 78Q: 3 clusters Score -1.283555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -12835564.000000 Penalty: 13527.422852
	Iteration 79Q: 3 clusters Score -1.283556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -12835564.000000 Penalty: 13527.422852
	Iteration 80F: 3 clusters Score -1.283556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -12835566.000000 Penalty: 13527.422852
	Iteration 81Q: 3 clusters Score -1.283557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -12835578.000000 Penalty: 13527.422852
	Iteration 82Q: 3 clusters Score -1.283558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -12835567.000000 Penalty: 13527.422852
	Iteration 83Q: 3 clusters Score -1.283557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -12835582.000000 Penalty: 13527.422852
	Iteration 84Q: 3 clusters Score -1.283558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -12835581.000000 Penalty: 13527.422852
	Iteration 85Q: 3 clusters Score -1.283558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -12835584.000000 Penalty: 13527.422852
	Iteration 86Q: 3 clusters Score -1.283558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -12835577.000000 Penalty: 13527.422852
	Iteration 87Q: 3 clusters Score -1.283558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -12835579.000000 Penalty: 13527.422852
	Iteration 88Q: 3 clusters Score -1.283558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -12835581.000000 Penalty: 13527.422852
	Iteration 89Q: 3 clusters Score -1.283558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -12835581.000000 Penalty: 13527.422852
	Iteration 90Q: 3 clusters Score -1.283558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -12835589.000000 Penalty: 13527.422852
	Iteration 91Q: 3 clusters Score -1.283559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -12835582.000000 Penalty: 13527.422852
	Iteration 92Q: 3 clusters Score -1.283558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -12835596.000000 Penalty: 13527.422852
	Iteration 93Q: 3 clusters Score -1.28356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -12835587.000000 Penalty: 13527.422852
	Iteration 94Q: 3 clusters Score -1.283559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -12835592.000000 Penalty: 13527.422852
	Iteration 95Q: 3 clusters Score -1.283559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -12835587.000000 Penalty: 13527.422852
	Iteration 96Q: 3 clusters Score -1.283559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -12835583.000000 Penalty: 13527.422852
	Iteration 97Q: 3 clusters Score -1.283558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -12835581.000000 Penalty: 13527.422852
	Iteration 98Q: 3 clusters Score -1.283558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -12835581.000000 Penalty: 13527.422852
	Iteration 99F: 3 clusters Score -1.283558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Entering Unmasked Estep 
Score: -3998971.500000 Penalty: 6072.102051
	Iteration 0F: 2 clusters Score -3998972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3982237.750000 Penalty: 12144.204102
	Iteration 0F: 3 clusters Score -3982238 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3986624.000000 Penalty: 12144.204102
	Iteration 1F: 3 clusters Score -3986624 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3987337.000000 Penalty: 12144.204102
	Iteration 2F: 3 clusters Score -3987337 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3987861.000000 Penalty: 12144.204102
	Iteration 3F: 3 clusters Score -3987861 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3988328.000000 Penalty: 12144.204102
	Iteration 4Q: 3 clusters Score -3988328 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3988737.250000 Penalty: 12144.204102
	Iteration 5Q: 3 clusters Score -3988737 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3989127.750000 Penalty: 12144.204102
	Iteration 6Q: 3 clusters Score -3989128 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3989545.500000 Penalty: 12144.204102
	Iteration 7Q: 3 clusters Score -3989546 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3989996.750000 Penalty: 12144.204102
	Iteration 8Q: 3 clusters Score -3989997 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3990468.250000 Penalty: 12144.204102
	Iteration 9Q: 3 clusters Score -3990468 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3990880.000000 Penalty: 12144.204102
	Iteration 10Q: 3 clusters Score -3990880 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3991289.250000 Penalty: 12144.204102
	Iteration 11Q: 3 clusters Score -3991289 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3991689.000000 Penalty: 12144.204102
	Iteration 12Q: 3 clusters Score -3991689 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3992059.750000 Penalty: 12144.204102
	Iteration 13Q: 3 clusters Score -3992060 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3992398.750000 Penalty: 12144.204102
	Iteration 14Q: 3 clusters Score -3992399 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3992713.250000 Penalty: 12144.204102
	Iteration 15Q: 3 clusters Score -3992713 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3992973.500000 Penalty: 12144.204102
	Iteration 16Q: 3 clusters Score -3992974 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3993177.250000 Penalty: 12144.204102
	Iteration 17Q: 3 clusters Score -3993177 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3993350.000000 Penalty: 12144.204102
	Iteration 18Q: 3 clusters Score -3993350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3993481.750000 Penalty: 12144.204102
	Iteration 19Q: 3 clusters Score -3993482 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3993584.250000 Penalty: 12144.204102
	Iteration 20F: 3 clusters Score -3993584 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3993665.250000 Penalty: 12144.204102
	Iteration 21Q: 3 clusters Score -3993665 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3993723.000000 Penalty: 12144.204102
	Iteration 22Q: 3 clusters Score -3993723 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3993765.000000 Penalty: 12144.204102
	Iteration 23Q: 3 clusters Score -3993765 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3993803.750000 Penalty: 12144.204102
	Iteration 24Q: 3 clusters Score -3993804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3993825.500000 Penalty: 12144.204102
	Iteration 25Q: 3 clusters Score -3993826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3993862.500000 Penalty: 12144.204102
	Iteration 26Q: 3 clusters Score -3993862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3993882.500000 Penalty: 12144.204102
	Iteration 27Q: 3 clusters Score -3993882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3993891.250000 Penalty: 12144.204102
	Iteration 28Q: 3 clusters Score -3993891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3993894.500000 Penalty: 12144.204102
	Iteration 29Q: 3 clusters Score -3993894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3993919.750000 Penalty: 12144.204102
	Iteration 30Q: 3 clusters Score -3993920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3993935.250000 Penalty: 12144.204102
	Iteration 31Q: 3 clusters Score -3993935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3993953.000000 Penalty: 12144.204102
	Iteration 32Q: 3 clusters Score -3993953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3993947.500000 Penalty: 12144.204102
	Iteration 33Q: 3 clusters Score -3993948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3993971.750000 Penalty: 12144.204102
	Iteration 34Q: 3 clusters Score -3993972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3993975.500000 Penalty: 12144.204102
	Iteration 35Q: 3 clusters Score -3993976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3993984.250000 Penalty: 12144.204102
	Iteration 36Q: 3 clusters Score -3993984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3993990.750000 Penalty: 12144.204102
	Iteration 37Q: 3 clusters Score -3993991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3993993.500000 Penalty: 12144.204102
	Iteration 38Q: 3 clusters Score -3993994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3993990.250000 Penalty: 12144.204102
	Iteration 39Q: 3 clusters Score -3993990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3993996.500000 Penalty: 12144.204102
	Iteration 40F: 3 clusters Score -3993996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3994001.500000 Penalty: 12144.204102
	Iteration 41Q: 3 clusters Score -3994002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3994010.500000 Penalty: 12144.204102
	Iteration 42Q: 3 clusters Score -3994010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3994014.500000 Penalty: 12144.204102
	Iteration 43Q: 3 clusters Score -3994014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3994022.750000 Penalty: 12144.204102
	Iteration 44Q: 3 clusters Score -3994023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3994032.750000 Penalty: 12144.204102
	Iteration 45Q: 3 clusters Score -3994033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3994038.250000 Penalty: 12144.204102
	Iteration 46Q: 3 clusters Score -3994038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3994044.750000 Penalty: 12144.204102
	Iteration 47Q: 3 clusters Score -3994045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3994042.250000 Penalty: 12144.204102
	Iteration 48Q: 3 clusters Score -3994042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3994042.500000 Penalty: 12144.204102
	Iteration 49Q: 3 clusters Score -3994042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3994047.250000 Penalty: 12144.204102
	Iteration 50Q: 3 clusters Score -3994047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3994046.250000 Penalty: 12144.204102
	Iteration 51Q: 3 clusters Score -3994046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3994045.250000 Penalty: 12144.204102
	Iteration 52Q: 3 clusters Score -3994045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3994044.500000 Penalty: 12144.204102
	Iteration 53Q: 3 clusters Score -3994044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3994052.000000 Penalty: 12144.204102
	Iteration 54Q: 3 clusters Score -3994052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3994059.250000 Penalty: 12144.204102
	Iteration 55Q: 3 clusters Score -3994059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3994053.750000 Penalty: 12144.204102
	Iteration 56Q: 3 clusters Score -3994054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3994055.750000 Penalty: 12144.204102
	Iteration 57Q: 3 clusters Score -3994056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3994055.000000 Penalty: 12144.204102
	Iteration 58Q: 3 clusters Score -3994055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3994058.250000 Penalty: 12144.204102
	Iteration 59Q: 3 clusters Score -3994058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3994061.250000 Penalty: 12144.204102
	Iteration 60F: 3 clusters Score -3994061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3994065.250000 Penalty: 12144.204102
	Iteration 61Q: 3 clusters Score -3994065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3994068.750000 Penalty: 12144.204102
	Iteration 62Q: 3 clusters Score -3994069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3994070.500000 Penalty: 12144.204102
	Iteration 63Q: 3 clusters Score -3994070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3994069.000000 Penalty: 12144.204102
	Iteration 64Q: 3 clusters Score -3994069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3994071.000000 Penalty: 12144.204102
	Iteration 65Q: 3 clusters Score -3994071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3994071.000000 Penalty: 12144.204102
	Iteration 66F: 3 clusters Score -3994071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -228479.187500 Penalty: 4403.365234
	Iteration 0F: 2 clusters Score -228479.2 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 655 members 
Entering Unmasked Estep 
Score: -224489.531250 Penalty: 8806.730469
	Iteration 0F: 3 clusters Score -224489.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -225911.609375 Penalty: 8806.730469
	Iteration 1F: 3 clusters Score -225911.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -227193.843750 Penalty: 8806.730469
	Iteration 2F: 3 clusters Score -227193.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -228434.765625 Penalty: 8806.730469
	Iteration 3F: 3 clusters Score -228434.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229635.000000 Penalty: 8806.730469
	Iteration 4F: 3 clusters Score -229635 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -230502.140625 Penalty: 8806.730469
	Iteration 5F: 3 clusters Score -230502.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -230895.500000 Penalty: 8806.730469
	Iteration 6Q: 3 clusters Score -230895.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -231040.421875 Penalty: 8806.730469
	Iteration 7Q: 3 clusters Score -231040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -231052.859375 Penalty: 8806.730469
	Iteration 8Q: 3 clusters Score -231052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -231055.562500 Penalty: 8806.730469
	Iteration 9Q: 3 clusters Score -231055.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -231055.562500 Penalty: 8806.730469
	Iteration 10F: 3 clusters Score -231055.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 20204 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 112777 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6331 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 102868 members 
Mstep: Class 19 contains 18686 members 
Mstep: Class 20 contains 19805 members 
Mstep: Class 22 contains 63559 members 
Entering Unmasked Estep 
Score: -89372160.000000 Penalty: 135352.984375
Splitting cluster 3 changes total score from -89371296.000000 to -89372160.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (112777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Entering Unmasked Estep 
Score: -23225422.000000 Penalty: 7125.314941
	Iteration 0F: 2 clusters Score -2.322542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -23148940.000000 Penalty: 14250.629883
	Iteration 0F: 3 clusters Score -2.314894e+07 nChanged 51869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -23177900.000000 Penalty: 14250.629883
	Iteration 1F: 3 clusters Score -2.31779e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -23180066.000000 Penalty: 14250.629883
	Iteration 2Q: 3 clusters Score -2.318007e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -23183142.000000 Penalty: 14250.629883
	Iteration 3Q: 3 clusters Score -2.318314e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -23186278.000000 Penalty: 14250.629883
	Iteration 4F: 3 clusters Score -2.318628e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -23189504.000000 Penalty: 14250.629883
	Iteration 5F: 3 clusters Score -2.31895e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -23192906.000000 Penalty: 14250.629883
	Iteration 6F: 3 clusters Score -2.319291e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -23197038.000000 Penalty: 14250.629883
	Iteration 7F: 3 clusters Score -2.319704e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -23201336.000000 Penalty: 14250.629883
	Iteration 8F: 3 clusters Score -2.320134e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -23205342.000000 Penalty: 14250.629883
	Iteration 9F: 3 clusters Score -2.320534e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -23208864.000000 Penalty: 14250.629883
	Iteration 10Q: 3 clusters Score -2.320886e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -23211918.000000 Penalty: 14250.629883
	Iteration 11Q: 3 clusters Score -2.321192e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -23215034.000000 Penalty: 14250.629883
	Iteration 12Q: 3 clusters Score -2.321503e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -23217752.000000 Penalty: 14250.629883
	Iteration 13Q: 3 clusters Score -2.321775e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -23219644.000000 Penalty: 14250.629883
	Iteration 14Q: 3 clusters Score -2.321964e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -23220856.000000 Penalty: 14250.629883
	Iteration 15Q: 3 clusters Score -2.322086e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -23221740.000000 Penalty: 14250.629883
	Iteration 16Q: 3 clusters Score -2.322174e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -23222274.000000 Penalty: 14250.629883
	Iteration 17Q: 3 clusters Score -2.322227e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -23222764.000000 Penalty: 14250.629883
	Iteration 18Q: 3 clusters Score -2.322276e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -23223056.000000 Penalty: 14250.629883
	Iteration 19Q: 3 clusters Score -2.322306e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -23223310.000000 Penalty: 14250.629883
	Iteration 20F: 3 clusters Score -2.322331e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 98898 members 
Entering Unmasked Estep 
Score: -23223414.000000 Penalty: 14250.629883
	Iteration 21Q: 3 clusters Score -2.322341e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -23223512.000000 Penalty: 14250.629883
	Iteration 22Q: 3 clusters Score -2.322351e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 99870 members 
Entering Unmasked Estep 
Score: -23223656.000000 Penalty: 14250.629883
	Iteration 23Q: 3 clusters Score -2.322366e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
Score: -23223738.000000 Penalty: 14250.629883
	Iteration 24Q: 3 clusters Score -2.322374e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -23223816.000000 Penalty: 14250.629883
	Iteration 25Q: 3 clusters Score -2.322382e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 100999 members 
Entering Unmasked Estep 
Score: -23223872.000000 Penalty: 14250.629883
	Iteration 26Q: 3 clusters Score -2.322387e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 101303 members 
Entering Unmasked Estep 
Score: -23223918.000000 Penalty: 14250.629883
	Iteration 27Q: 3 clusters Score -2.322392e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -23224036.000000 Penalty: 14250.629883
	Iteration 28Q: 3 clusters Score -2.322404e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -23224086.000000 Penalty: 14250.629883
	Iteration 29Q: 3 clusters Score -2.322409e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 101858 members 
Entering Unmasked Estep 
Score: -23224150.000000 Penalty: 14250.629883
	Iteration 30Q: 3 clusters Score -2.322415e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -23224170.000000 Penalty: 14250.629883
	Iteration 31Q: 3 clusters Score -2.322417e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -23224172.000000 Penalty: 14250.629883
	Iteration 32Q: 3 clusters Score -2.322417e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 102269 members 
Entering Unmasked Estep 
Score: -23224220.000000 Penalty: 14250.629883
	Iteration 33Q: 3 clusters Score -2.322422e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 102391 members 
Entering Unmasked Estep 
Score: -23224254.000000 Penalty: 14250.629883
	Iteration 34Q: 3 clusters Score -2.322425e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 102506 members 
Entering Unmasked Estep 
Score: -23224210.000000 Penalty: 14250.629883
	Iteration 35Q: 3 clusters Score -2.322421e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -23224222.000000 Penalty: 14250.629883
	Iteration 36Q: 3 clusters Score -2.322422e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 102735 members 
Entering Unmasked Estep 
Score: -23224266.000000 Penalty: 14250.629883
	Iteration 37Q: 3 clusters Score -2.322427e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 102835 members 
Entering Unmasked Estep 
Score: -23224250.000000 Penalty: 14250.629883
	Iteration 38Q: 3 clusters Score -2.322425e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 102918 members 
Entering Unmasked Estep 
Score: -23224256.000000 Penalty: 14250.629883
	Iteration 39Q: 3 clusters Score -2.322426e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 103005 members 
Entering Unmasked Estep 
Score: -23224230.000000 Penalty: 14250.629883
	Iteration 40F: 3 clusters Score -2.322423e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -23224250.000000 Penalty: 14250.629883
	Iteration 41Q: 3 clusters Score -2.322425e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 103175 members 
Entering Unmasked Estep 
Score: -23224276.000000 Penalty: 14250.629883
	Iteration 42Q: 3 clusters Score -2.322428e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -23224294.000000 Penalty: 14250.629883
	Iteration 43Q: 3 clusters Score -2.322429e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -23224244.000000 Penalty: 14250.629883
	Iteration 44Q: 3 clusters Score -2.322424e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
Score: -23224264.000000 Penalty: 14250.629883
	Iteration 45Q: 3 clusters Score -2.322426e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -23224332.000000 Penalty: 14250.629883
	Iteration 46Q: 3 clusters Score -2.322433e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -23224296.000000 Penalty: 14250.629883
	Iteration 47Q: 3 clusters Score -2.32243e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 103771 members 
Entering Unmasked Estep 
Score: -23224316.000000 Penalty: 14250.629883
	Iteration 48Q: 3 clusters Score -2.322432e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 103850 members 
Entering Unmasked Estep 
Score: -23224354.000000 Penalty: 14250.629883
	Iteration 49Q: 3 clusters Score -2.322435e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 103919 members 
Entering Unmasked Estep 
Score: -23224358.000000 Penalty: 14250.629883
	Iteration 50Q: 3 clusters Score -2.322436e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -23224374.000000 Penalty: 14250.629883
	Iteration 51Q: 3 clusters Score -2.322437e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 104052 members 
Entering Unmasked Estep 
Score: -23224364.000000 Penalty: 14250.629883
	Iteration 52Q: 3 clusters Score -2.322436e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 104108 members 
Entering Unmasked Estep 
Score: -23224394.000000 Penalty: 14250.629883
	Iteration 53Q: 3 clusters Score -2.322439e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -23224360.000000 Penalty: 14250.629883
	Iteration 54Q: 3 clusters Score -2.322436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 104217 members 
Entering Unmasked Estep 
Score: -23224370.000000 Penalty: 14250.629883
	Iteration 55Q: 3 clusters Score -2.322437e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -23224378.000000 Penalty: 14250.629883
	Iteration 56Q: 3 clusters Score -2.322438e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -23224402.000000 Penalty: 14250.629883
	Iteration 57Q: 3 clusters Score -2.32244e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -23224420.000000 Penalty: 14250.629883
	Iteration 58Q: 3 clusters Score -2.322442e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
Score: -23224388.000000 Penalty: 14250.629883
	Iteration 59Q: 3 clusters Score -2.322439e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -23224430.000000 Penalty: 14250.629883
	Iteration 60F: 3 clusters Score -2.322443e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 104572 members 
Entering Unmasked Estep 
Score: -23224448.000000 Penalty: 14250.629883
	Iteration 61Q: 3 clusters Score -2.322445e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -23224462.000000 Penalty: 14250.629883
	Iteration 62Q: 3 clusters Score -2.322446e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 104637 members 
Entering Unmasked Estep 
Score: -23224444.000000 Penalty: 14250.629883
	Iteration 63Q: 3 clusters Score -2.322444e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -23224456.000000 Penalty: 14250.629883
	Iteration 64Q: 3 clusters Score -2.322446e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 104734 members 
Entering Unmasked Estep 
Score: -23224490.000000 Penalty: 14250.629883
	Iteration 65Q: 3 clusters Score -2.322449e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 104779 members 
Entering Unmasked Estep 
Score: -23224496.000000 Penalty: 14250.629883
	Iteration 66Q: 3 clusters Score -2.32245e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 104828 members 
Entering Unmasked Estep 
Score: -23224504.000000 Penalty: 14250.629883
	Iteration 67Q: 3 clusters Score -2.32245e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -23224504.000000 Penalty: 14250.629883
	Iteration 68Q: 3 clusters Score -2.32245e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -23224560.000000 Penalty: 14250.629883
	Iteration 69Q: 3 clusters Score -2.322456e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
Score: -23224616.000000 Penalty: 14250.629883
	Iteration 70Q: 3 clusters Score -2.322462e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 105079 members 
Entering Unmasked Estep 
Score: -23224638.000000 Penalty: 14250.629883
	Iteration 71Q: 3 clusters Score -2.322464e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -23224626.000000 Penalty: 14250.629883
	Iteration 72Q: 3 clusters Score -2.322463e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
Score: -23224616.000000 Penalty: 14250.629883
	Iteration 73Q: 3 clusters Score -2.322462e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -23224598.000000 Penalty: 14250.629883
	Iteration 74Q: 3 clusters Score -2.32246e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 105317 members 
Entering Unmasked Estep 
Score: -23224580.000000 Penalty: 14250.629883
	Iteration 75Q: 3 clusters Score -2.322458e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 105376 members 
Entering Unmasked Estep 
Score: -23224596.000000 Penalty: 14250.629883
	Iteration 76Q: 3 clusters Score -2.32246e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -23224606.000000 Penalty: 14250.629883
	Iteration 77Q: 3 clusters Score -2.322461e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -23224620.000000 Penalty: 14250.629883
	Iteration 78Q: 3 clusters Score -2.322462e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 105531 members 
Entering Unmasked Estep 
Score: -23224634.000000 Penalty: 14250.629883
	Iteration 79Q: 3 clusters Score -2.322463e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 105563 members 
Entering Unmasked Estep 
Score: -23224630.000000 Penalty: 14250.629883
	Iteration 80F: 3 clusters Score -2.322463e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 105611 members 
Entering Unmasked Estep 
Score: -23224676.000000 Penalty: 14250.629883
	Iteration 81Q: 3 clusters Score -2.322468e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 105653 members 
Entering Unmasked Estep 
Score: -23224650.000000 Penalty: 14250.629883
	Iteration 82Q: 3 clusters Score -2.322465e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 105697 members 
Entering Unmasked Estep 
Score: -23224638.000000 Penalty: 14250.629883
	Iteration 83Q: 3 clusters Score -2.322464e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -23224652.000000 Penalty: 14250.629883
	Iteration 84Q: 3 clusters Score -2.322465e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -23224644.000000 Penalty: 14250.629883
	Iteration 85Q: 3 clusters Score -2.322464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -23224654.000000 Penalty: 14250.629883
	Iteration 86Q: 3 clusters Score -2.322465e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 105869 members 
Entering Unmasked Estep 
Score: -23224674.000000 Penalty: 14250.629883
	Iteration 87Q: 3 clusters Score -2.322467e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -23224672.000000 Penalty: 14250.629883
	Iteration 88Q: 3 clusters Score -2.322467e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -23224706.000000 Penalty: 14250.629883
	Iteration 89Q: 3 clusters Score -2.322471e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -23224732.000000 Penalty: 14250.629883
	Iteration 90Q: 3 clusters Score -2.322473e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -23224716.000000 Penalty: 14250.629883
	Iteration 91Q: 3 clusters Score -2.322472e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -23224764.000000 Penalty: 14250.629883
	Iteration 92Q: 3 clusters Score -2.322476e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -23224738.000000 Penalty: 14250.629883
	Iteration 93Q: 3 clusters Score -2.322474e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -23224798.000000 Penalty: 14250.629883
	Iteration 94Q: 3 clusters Score -2.32248e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -23224772.000000 Penalty: 14250.629883
	Iteration 95Q: 3 clusters Score -2.322477e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 106303 members 
Entering Unmasked Estep 
Score: -23224774.000000 Penalty: 14250.629883
	Iteration 96Q: 3 clusters Score -2.322477e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -23224840.000000 Penalty: 14250.629883
	Iteration 97Q: 3 clusters Score -2.322484e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 106421 members 
Entering Unmasked Estep 
Score: -23224850.000000 Penalty: 14250.629883
	Iteration 98Q: 3 clusters Score -2.322485e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -23224824.000000 Penalty: 14250.629883
	Iteration 99Q: 3 clusters Score -2.322482e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 106529 members 
Entering Unmasked Estep 
Score: -23224842.000000 Penalty: 14250.629883
	Iteration 100F: 3 clusters Score -2.322484e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -23224856.000000 Penalty: 14250.629883
	Iteration 101Q: 3 clusters Score -2.322486e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -23224844.000000 Penalty: 14250.629883
	Iteration 102Q: 3 clusters Score -2.322484e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -23224886.000000 Penalty: 14250.629883
	Iteration 103Q: 3 clusters Score -2.322489e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -23224920.000000 Penalty: 14250.629883
	Iteration 104Q: 3 clusters Score -2.322492e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -23224902.000000 Penalty: 14250.629883
	Iteration 105Q: 3 clusters Score -2.32249e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 106920 members 
Entering Unmasked Estep 
Score: -23224928.000000 Penalty: 14250.629883
	Iteration 106Q: 3 clusters Score -2.322493e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 106996 members 
Entering Unmasked Estep 
Score: -23224984.000000 Penalty: 14250.629883
	Iteration 107Q: 3 clusters Score -2.322498e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -23225002.000000 Penalty: 14250.629883
	Iteration 108Q: 3 clusters Score -2.3225e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 107167 members 
Entering Unmasked Estep 
Score: -23225082.000000 Penalty: 14250.629883
	Iteration 109Q: 3 clusters Score -2.322508e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 107281 members 
Entering Unmasked Estep 
Score: -23225136.000000 Penalty: 14250.629883
	Iteration 110Q: 3 clusters Score -2.322514e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -23225186.000000 Penalty: 14250.629883
	Iteration 111Q: 3 clusters Score -2.322519e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -23225272.000000 Penalty: 14250.629883
	Iteration 112Q: 3 clusters Score -2.322527e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 107663 members 
Entering Unmasked Estep 
Score: -23225346.000000 Penalty: 14250.629883
	Iteration 113Q: 3 clusters Score -2.322535e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 107833 members 
Entering Unmasked Estep 
Score: -23225432.000000 Penalty: 14250.629883
	Iteration 114Q: 3 clusters Score -2.322543e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -23225594.000000 Penalty: 14250.629883
	Iteration 115Q: 3 clusters Score -2.322559e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 108206 members 
Entering Unmasked Estep 
Score: -23225808.000000 Penalty: 14250.629883
	Iteration 116Q: 3 clusters Score -2.322581e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -23226160.000000 Penalty: 14250.629883
	Iteration 117Q: 3 clusters Score -2.322616e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 108606 members 
Entering Unmasked Estep 
Score: -23226588.000000 Penalty: 14250.629883
	Iteration 118Q: 3 clusters Score -2.322659e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -23226746.000000 Penalty: 14250.629883
	Iteration 119Q: 3 clusters Score -2.322675e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 108714 members 
Entering Unmasked Estep 
Score: -23226808.000000 Penalty: 14250.629883
	Iteration 120F: 3 clusters Score -2.322681e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 108719 members 
Entering Unmasked Estep 
Score: -23226872.000000 Penalty: 14250.629883
	Iteration 121Q: 3 clusters Score -2.322687e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -23226888.000000 Penalty: 14250.629883
	Iteration 122Q: 3 clusters Score -2.322689e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -23226892.000000 Penalty: 14250.629883
	Iteration 123Q: 3 clusters Score -2.322689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 108672 members 
Entering Unmasked Estep 
Score: -23226890.000000 Penalty: 14250.629883
	Iteration 124Q: 3 clusters Score -2.322689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 108669 members 
Entering Unmasked Estep 
Score: -23226884.000000 Penalty: 14250.629883
	Iteration 125Q: 3 clusters Score -2.322688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -23226860.000000 Penalty: 14250.629883
	Iteration 126Q: 3 clusters Score -2.322686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 108665 members 
Entering Unmasked Estep 
Score: -23226888.000000 Penalty: 14250.629883
	Iteration 127Q: 3 clusters Score -2.322689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 108663 members 
Entering Unmasked Estep 
Score: -23226896.000000 Penalty: 14250.629883
	Iteration 128Q: 3 clusters Score -2.32269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 108661 members 
Entering Unmasked Estep 
Score: -23226886.000000 Penalty: 14250.629883
	Iteration 129Q: 3 clusters Score -2.322689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 108660 members 
Entering Unmasked Estep 
Score: -23226898.000000 Penalty: 14250.629883
	Iteration 130Q: 3 clusters Score -2.32269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 108660 members 
Entering Unmasked Estep 
Score: -23226898.000000 Penalty: 14250.629883
	Iteration 131F: 3 clusters Score -2.32269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 20204 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 108660 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6331 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 102868 members 
Mstep: Class 19 contains 18686 members 
Mstep: Class 20 contains 19805 members 
Mstep: Class 22 contains 63559 members 
Entering Unmasked Estep 
Score: -89373048.000000 Penalty: 143314.921875
Splitting cluster 5 changes total score from -89371296.000000 to -89373048.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (20332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Entering Unmasked Estep 
Score: -4014997.000000 Penalty: 6075.970215
	Iteration 0F: 2 clusters Score -4014997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3998398.500000 Penalty: 12151.940430
	Iteration 0F: 3 clusters Score -3998398 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -4002858.750000 Penalty: 12151.940430
	Iteration 1F: 3 clusters Score -4002859 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -4003626.500000 Penalty: 12151.940430
	Iteration 2F: 3 clusters Score -4003626 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -4004289.750000 Penalty: 12151.940430
	Iteration 3F: 3 clusters Score -4004290 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -4004842.750000 Penalty: 12151.940430
	Iteration 4Q: 3 clusters Score -4004843 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4005386.500000 Penalty: 12151.940430
	Iteration 5Q: 3 clusters Score -4005386 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4005965.000000 Penalty: 12151.940430
	Iteration 6Q: 3 clusters Score -4005965 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4006593.500000 Penalty: 12151.940430
	Iteration 7Q: 3 clusters Score -4006594 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -4007371.500000 Penalty: 12151.940430
	Iteration 8Q: 3 clusters Score -4007372 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -4008193.250000 Penalty: 12151.940430
	Iteration 9Q: 3 clusters Score -4008193 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -4008980.000000 Penalty: 12151.940430
	Iteration 10Q: 3 clusters Score -4008980 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -4009596.000000 Penalty: 12151.940430
	Iteration 11Q: 3 clusters Score -4009596 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -4010064.750000 Penalty: 12151.940430
	Iteration 12Q: 3 clusters Score -4010065 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -4010379.500000 Penalty: 12151.940430
	Iteration 13Q: 3 clusters Score -4010380 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -4010569.500000 Penalty: 12151.940430
	Iteration 14Q: 3 clusters Score -4010570 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4010689.250000 Penalty: 12151.940430
	Iteration 15Q: 3 clusters Score -4010689 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -4010780.750000 Penalty: 12151.940430
	Iteration 16Q: 3 clusters Score -4010781 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -4010838.250000 Penalty: 12151.940430
	Iteration 17Q: 3 clusters Score -4010838 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -4010891.750000 Penalty: 12151.940430
	Iteration 18Q: 3 clusters Score -4010892 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -4010916.500000 Penalty: 12151.940430
	Iteration 19Q: 3 clusters Score -4010916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -4010942.750000 Penalty: 12151.940430
	Iteration 20F: 3 clusters Score -4010943 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -4010968.500000 Penalty: 12151.940430
	Iteration 21Q: 3 clusters Score -4010968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -4010993.500000 Penalty: 12151.940430
	Iteration 22Q: 3 clusters Score -4010994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -4011002.250000 Penalty: 12151.940430
	Iteration 23Q: 3 clusters Score -4011002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -4011035.750000 Penalty: 12151.940430
	Iteration 24Q: 3 clusters Score -4011036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4011042.250000 Penalty: 12151.940430
	Iteration 25Q: 3 clusters Score -4011042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -4011053.500000 Penalty: 12151.940430
	Iteration 26Q: 3 clusters Score -4011054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -4011056.750000 Penalty: 12151.940430
	Iteration 27Q: 3 clusters Score -4011057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -4011073.750000 Penalty: 12151.940430
	Iteration 28Q: 3 clusters Score -4011074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4011068.250000 Penalty: 12151.940430
	Iteration 29Q: 3 clusters Score -4011068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -4011076.250000 Penalty: 12151.940430
	Iteration 30Q: 3 clusters Score -4011076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4011075.500000 Penalty: 12151.940430
	Iteration 31Q: 3 clusters Score -4011076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -4011077.750000 Penalty: 12151.940430
	Iteration 32Q: 3 clusters Score -4011078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -4011082.000000 Penalty: 12151.940430
	Iteration 33Q: 3 clusters Score -4011082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -4011086.250000 Penalty: 12151.940430
	Iteration 34Q: 3 clusters Score -4011086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4011100.500000 Penalty: 12151.940430
	Iteration 35Q: 3 clusters Score -4011100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -4011112.000000 Penalty: 12151.940430
	Iteration 36Q: 3 clusters Score -4011112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -4011118.000000 Penalty: 12151.940430
	Iteration 37Q: 3 clusters Score -4011118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4011113.250000 Penalty: 12151.940430
	Iteration 38Q: 3 clusters Score -4011113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4011103.000000 Penalty: 12151.940430
	Iteration 39Q: 3 clusters Score -4011103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4011113.000000 Penalty: 12151.940430
	Iteration 40F: 3 clusters Score -4011113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -4011121.750000 Penalty: 12151.940430
	Iteration 41Q: 3 clusters Score -4011122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -4011119.000000 Penalty: 12151.940430
	Iteration 42Q: 3 clusters Score -4011119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -4011118.750000 Penalty: 12151.940430
	Iteration 43Q: 3 clusters Score -4011119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -4011121.250000 Penalty: 12151.940430
	Iteration 44Q: 3 clusters Score -4011121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4011123.750000 Penalty: 12151.940430
	Iteration 45Q: 3 clusters Score -4011124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -4011123.750000 Penalty: 12151.940430
	Iteration 46Q: 3 clusters Score -4011124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4011127.500000 Penalty: 12151.940430
	Iteration 47Q: 3 clusters Score -4011128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4011128.500000 Penalty: 12151.940430
	Iteration 48Q: 3 clusters Score -4011128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -4011126.750000 Penalty: 12151.940430
	Iteration 49Q: 3 clusters Score -4011127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4011127.500000 Penalty: 12151.940430
	Iteration 50Q: 3 clusters Score -4011128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -4011126.750000 Penalty: 12151.940430
	Iteration 51Q: 3 clusters Score -4011127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4011130.250000 Penalty: 12151.940430
	Iteration 52Q: 3 clusters Score -4011130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -4011132.500000 Penalty: 12151.940430
	Iteration 53Q: 3 clusters Score -4011132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -4011132.500000 Penalty: 12151.940430
	Iteration 54F: 3 clusters Score -4011132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102467.562500 Penalty: 3872.571045
	Iteration 0F: 2 clusters Score -102467.6 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 276 members 
Entering Unmasked Estep 
Score: -98945.031250 Penalty: 7745.142090
	Iteration 0F: 3 clusters Score -98945.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99148.257812 Penalty: 7745.142090
	Iteration 1F: 3 clusters Score -99148.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -99200.984375 Penalty: 7745.142090
	Iteration 2Q: 3 clusters Score -99200.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99284.132812 Penalty: 7745.142090
	Iteration 3Q: 3 clusters Score -99284.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -99350.171875 Penalty: 7745.142090
	Iteration 4Q: 3 clusters Score -99350.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -99408.148438 Penalty: 7745.142090
	Iteration 5Q: 3 clusters Score -99408.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -99478.882812 Penalty: 7745.142090
	Iteration 6Q: 3 clusters Score -99478.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -99506.492188 Penalty: 7745.142090
	Iteration 7Q: 3 clusters Score -99506.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -99537.968750 Penalty: 7745.142090
	Iteration 8Q: 3 clusters Score -99537.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -99562.695312 Penalty: 7745.142090
	Iteration 9Q: 3 clusters Score -99562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -99583.757812 Penalty: 7745.142090
	Iteration 10Q: 3 clusters Score -99583.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -99587.507812 Penalty: 7745.142090
	Iteration 11Q: 3 clusters Score -99587.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -99604.710938 Penalty: 7745.142090
	Iteration 12Q: 3 clusters Score -99604.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99606.875000 Penalty: 7745.142090
	Iteration 13Q: 3 clusters Score -99606.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99606.875000 Penalty: 7745.142090
	Iteration 14F: 3 clusters Score -99606.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -1241106.750000 Penalty: 5361.343262
	Iteration 0F: 2 clusters Score -1241107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1233423.875000 Penalty: 10722.686523
	Iteration 0F: 3 clusters Score -1233424 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1236441.750000 Penalty: 10722.686523
	Iteration 1F: 3 clusters Score -1236442 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1239998.250000 Penalty: 10722.686523
	Iteration 2F: 3 clusters Score -1239998 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1242345.875000 Penalty: 10722.686523
	Iteration 3F: 3 clusters Score -1242346 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1243393.875000 Penalty: 10722.686523
	Iteration 4F: 3 clusters Score -1243394 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1243925.125000 Penalty: 10722.686523
	Iteration 5Q: 3 clusters Score -1243925 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1244243.500000 Penalty: 10722.686523
	Iteration 6Q: 3 clusters Score -1244244 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1244487.750000 Penalty: 10722.686523
	Iteration 7Q: 3 clusters Score -1244488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1244721.125000 Penalty: 10722.686523
	Iteration 8Q: 3 clusters Score -1244721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1244932.125000 Penalty: 10722.686523
	Iteration 9Q: 3 clusters Score -1244932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1245089.375000 Penalty: 10722.686523
	Iteration 10Q: 3 clusters Score -1245089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1245235.750000 Penalty: 10722.686523
	Iteration 11Q: 3 clusters Score -1245236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1245371.000000 Penalty: 10722.686523
	Iteration 12Q: 3 clusters Score -1245371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1245459.000000 Penalty: 10722.686523
	Iteration 13Q: 3 clusters Score -1245459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1245523.500000 Penalty: 10722.686523
	Iteration 14Q: 3 clusters Score -1245524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1245555.125000 Penalty: 10722.686523
	Iteration 15Q: 3 clusters Score -1245555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1245583.250000 Penalty: 10722.686523
	Iteration 16Q: 3 clusters Score -1245583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1245596.625000 Penalty: 10722.686523
	Iteration 17Q: 3 clusters Score -1245597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1245618.625000 Penalty: 10722.686523
	Iteration 18Q: 3 clusters Score -1245619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1245618.625000 Penalty: 10722.686523
	Iteration 19F: 3 clusters Score -1245619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 20204 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 108660 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 502 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 102868 members 
Mstep: Class 19 contains 18686 members 
Mstep: Class 20 contains 19805 members 
Mstep: Class 22 contains 63559 members 
Entering Unmasked Estep 
Score: -89375016.000000 Penalty: 151276.859375
Splitting cluster 9 changes total score from -89371296.000000 to -89375016.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -130960.773438 Penalty: 4051.519531
	Iteration 0F: 2 clusters Score -130960.8 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 365 members 
Entering Unmasked Estep 
Score: -127209.921875 Penalty: 8103.039062
	Iteration 0F: 3 clusters Score -127209.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -127576.929688 Penalty: 8103.039062
	Iteration 1F: 3 clusters Score -127576.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -127872.632812 Penalty: 8103.039062
	Iteration 2F: 3 clusters Score -127872.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -128141.023438 Penalty: 8103.039062
	Iteration 3Q: 3 clusters Score -128141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -128297.757812 Penalty: 8103.039062
	Iteration 4Q: 3 clusters Score -128297.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -128433.484375 Penalty: 8103.039062
	Iteration 5Q: 3 clusters Score -128433.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -128640.609375 Penalty: 8103.039062
	Iteration 6Q: 3 clusters Score -128640.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -128827.023438 Penalty: 8103.039062
	Iteration 7Q: 3 clusters Score -128827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -129116.562500 Penalty: 8103.039062
	Iteration 8Q: 3 clusters Score -129116.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -129458.640625 Penalty: 8103.039062
	Iteration 9Q: 3 clusters Score -129458.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -129612.148438 Penalty: 8103.039062
	Iteration 10Q: 3 clusters Score -129612.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -129701.617188 Penalty: 8103.039062
	Iteration 11Q: 3 clusters Score -129701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -129764.351562 Penalty: 8103.039062
	Iteration 12Q: 3 clusters Score -129764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -129805.695312 Penalty: 8103.039062
	Iteration 13Q: 3 clusters Score -129805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -129832.453125 Penalty: 8103.039062
	Iteration 14Q: 3 clusters Score -129832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -129854.453125 Penalty: 8103.039062
	Iteration 15Q: 3 clusters Score -129854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -129860.796875 Penalty: 8103.039062
	Iteration 16Q: 3 clusters Score -129860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -129870.484375 Penalty: 8103.039062
	Iteration 17Q: 3 clusters Score -129870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -129873.812500 Penalty: 8103.039062
	Iteration 18F: 3 clusters Score -129873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -129881.968750 Penalty: 8103.039062
	Iteration 19Q: 3 clusters Score -129882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -129881.968750 Penalty: 8103.039062
	Iteration 20F: 3 clusters Score -129882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -99732.359375 Penalty: 3856.979248
	Iteration 0F: 2 clusters Score -99732.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96397.960938 Penalty: 7713.958496
	Iteration 0F: 3 clusters Score -96397.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96701.859375 Penalty: 7713.958496
	Iteration 1F: 3 clusters Score -96701.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -96813.632812 Penalty: 7713.958496
	Iteration 2Q: 3 clusters Score -96813.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96856.656250 Penalty: 7713.958496
	Iteration 3Q: 3 clusters Score -96856.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96875.820312 Penalty: 7713.958496
	Iteration 4Q: 3 clusters Score -96875.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96875.820312 Penalty: 7713.958496
	Iteration 5F: 3 clusters Score -96875.82 nChanged 0
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: -243132.578125 Penalty: 4374.497559
	Iteration 0F: 2 clusters Score -243132.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -238835.953125 Penalty: 8748.995117
	Iteration 0F: 3 clusters Score -238836 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -239270.468750 Penalty: 8748.995117
	Iteration 1F: 3 clusters Score -239270.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -239403.687500 Penalty: 8748.995117
	Iteration 2Q: 3 clusters Score -239403.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -239458.921875 Penalty: 8748.995117
	Iteration 3Q: 3 clusters Score -239458.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -239508.703125 Penalty: 8748.995117
	Iteration 4Q: 3 clusters Score -239508.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -239530.781250 Penalty: 8748.995117
	Iteration 5Q: 3 clusters Score -239530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -239544.671875 Penalty: 8748.995117
	Iteration 6Q: 3 clusters Score -239544.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -239570.921875 Penalty: 8748.995117
	Iteration 7Q: 3 clusters Score -239570.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -239593.875000 Penalty: 8748.995117
	Iteration 8Q: 3 clusters Score -239593.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -239612.234375 Penalty: 8748.995117
	Iteration 9Q: 3 clusters Score -239612.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -239631.109375 Penalty: 8748.995117
	Iteration 10Q: 3 clusters Score -239631.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -239652.796875 Penalty: 8748.995117
	Iteration 11Q: 3 clusters Score -239652.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -239677.125000 Penalty: 8748.995117
	Iteration 12Q: 3 clusters Score -239677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -239684.656250 Penalty: 8748.995117
	Iteration 13Q: 3 clusters Score -239684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -239695.328125 Penalty: 8748.995117
	Iteration 14Q: 3 clusters Score -239695.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -239702.796875 Penalty: 8748.995117
	Iteration 15Q: 3 clusters Score -239702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -239720.812500 Penalty: 8748.995117
	Iteration 16Q: 3 clusters Score -239720.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -239737.156250 Penalty: 8748.995117
	Iteration 17Q: 3 clusters Score -239737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -239753.093750 Penalty: 8748.995117
	Iteration 18Q: 3 clusters Score -239753.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -239767.046875 Penalty: 8748.995117
	Iteration 19Q: 3 clusters Score -239767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -239788.437500 Penalty: 8748.995117
	Iteration 20F: 3 clusters Score -239788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -239806.734375 Penalty: 8748.995117
	Iteration 21Q: 3 clusters Score -239806.7 nChanged 9
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: -239829.953125 Penalty: 8748.995117
	Iteration 22Q: 3 clusters Score -239830 nChanged 10
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: -239854.718750 Penalty: 8748.995117
	Iteration 23Q: 3 clusters Score -239854.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -239875.937500 Penalty: 8748.995117
	Iteration 24Q: 3 clusters Score -239875.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -239904.812500 Penalty: 8748.995117
	Iteration 25Q: 3 clusters Score -239904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -239934.875000 Penalty: 8748.995117
	Iteration 26Q: 3 clusters Score -239934.9 nChanged 16
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: -239996.718750 Penalty: 8748.995117
	Iteration 27Q: 3 clusters Score -239996.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -240113.937500 Penalty: 8748.995117
	Iteration 28Q: 3 clusters Score -240113.9 nChanged 36
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: -240315.796875 Penalty: 8748.995117
	Iteration 29Q: 3 clusters Score -240315.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -240768.953125 Penalty: 8748.995117
	Iteration 30Q: 3 clusters Score -240769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -241294.906250 Penalty: 8748.995117
	Iteration 31F: 3 clusters Score -241294.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -241938.687500 Penalty: 8748.995117
	Iteration 32F: 3 clusters Score -241938.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -242365.640625 Penalty: 8748.995117
	Iteration 33F: 3 clusters Score -242365.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -242681.843750 Penalty: 8748.995117
	Iteration 34Q: 3 clusters Score -242681.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -242833.875000 Penalty: 8748.995117
	Iteration 35Q: 3 clusters Score -242833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -242897.187500 Penalty: 8748.995117
	Iteration 36Q: 3 clusters Score -242897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -242954.015625 Penalty: 8748.995117
	Iteration 37Q: 3 clusters Score -242954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -243046.640625 Penalty: 8748.995117
	Iteration 38Q: 3 clusters Score -243046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -243103.281250 Penalty: 8748.995117
	Iteration 39Q: 3 clusters Score -243103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -243115.062500 Penalty: 8748.995117
	Iteration 40F: 3 clusters Score -243115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -243125.531250 Penalty: 8748.995117
	Iteration 41Q: 3 clusters Score -243125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -243167.468750 Penalty: 8748.995117
	Iteration 42Q: 3 clusters Score -243167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -243169.156250 Penalty: 8748.995117
	Iteration 43Q: 3 clusters Score -243169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -243169.156250 Penalty: 8748.995117
	Iteration 44F: 3 clusters Score -243169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 20204 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 108660 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 502 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 388 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 102868 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 19 contains 18686 members 
Mstep: Class 20 contains 19805 members 
Mstep: Class 22 contains 63559 members 
Entering Unmasked Estep 
Score: -89371624.000000 Penalty: 159238.796875
Splitting cluster 13 changes total score from -89371296.000000 to -89371624.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -126558.226562 Penalty: 4023.807373
	Iteration 0F: 2 clusters Score -126558.2 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 327 members 
Entering Unmasked Estep 
Score: -122881.273438 Penalty: 8047.614746
	Iteration 0F: 3 clusters Score -122881.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -123128.820312 Penalty: 8047.614746
	Iteration 1F: 3 clusters Score -123128.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -123296.210938 Penalty: 8047.614746
	Iteration 2Q: 3 clusters Score -123296.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -123355.390625 Penalty: 8047.614746
	Iteration 3Q: 3 clusters Score -123355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -123453.742188 Penalty: 8047.614746
	Iteration 4Q: 3 clusters Score -123453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -123524.039062 Penalty: 8047.614746
	Iteration 5Q: 3 clusters Score -123524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -123553.398438 Penalty: 8047.614746
	Iteration 6Q: 3 clusters Score -123553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -123557.179688 Penalty: 8047.614746
	Iteration 7Q: 3 clusters Score -123557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -123562.656250 Penalty: 8047.614746
	Iteration 8Q: 3 clusters Score -123562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -123569.578125 Penalty: 8047.614746
	Iteration 9Q: 3 clusters Score -123569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -123575.093750 Penalty: 8047.614746
	Iteration 10Q: 3 clusters Score -123575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -123577.632812 Penalty: 8047.614746
	Iteration 11Q: 3 clusters Score -123577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -123586.414062 Penalty: 8047.614746
	Iteration 12Q: 3 clusters Score -123586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -123592.156250 Penalty: 8047.614746
	Iteration 13Q: 3 clusters Score -123592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -123597.062500 Penalty: 8047.614746
	Iteration 14Q: 3 clusters Score -123597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -123597.062500 Penalty: 8047.614746
	Iteration 15F: 3 clusters Score -123597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Entering Unmasked Estep 
Score: -1927965.500000 Penalty: 5627.582520
	Iteration 0F: 2 clusters Score -1927966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1917851.500000 Penalty: 11255.165039
	Iteration 0F: 3 clusters Score -1917852 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1919885.125000 Penalty: 11255.165039
	Iteration 1F: 3 clusters Score -1919885 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1920337.000000 Penalty: 11255.165039
	Iteration 2F: 3 clusters Score -1920337 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1920623.500000 Penalty: 11255.165039
	Iteration 3Q: 3 clusters Score -1920624 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1920844.500000 Penalty: 11255.165039
	Iteration 4Q: 3 clusters Score -1920844 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1921034.625000 Penalty: 11255.165039
	Iteration 5Q: 3 clusters Score -1921035 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1921201.000000 Penalty: 11255.165039
	Iteration 6Q: 3 clusters Score -1921201 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1921350.125000 Penalty: 11255.165039
	Iteration 7Q: 3 clusters Score -1921350 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1921525.000000 Penalty: 11255.165039
	Iteration 8Q: 3 clusters Score -1921525 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1921724.250000 Penalty: 11255.165039
	Iteration 9Q: 3 clusters Score -1921724 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1921913.125000 Penalty: 11255.165039
	Iteration 10Q: 3 clusters Score -1921913 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1922102.500000 Penalty: 11255.165039
	Iteration 11Q: 3 clusters Score -1922102 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1922279.250000 Penalty: 11255.165039
	Iteration 12Q: 3 clusters Score -1922279 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1922420.000000 Penalty: 11255.165039
	Iteration 13Q: 3 clusters Score -1922420 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1922535.625000 Penalty: 11255.165039
	Iteration 14Q: 3 clusters Score -1922536 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1922639.625000 Penalty: 11255.165039
	Iteration 15Q: 3 clusters Score -1922640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1922738.250000 Penalty: 11255.165039
	Iteration 16Q: 3 clusters Score -1922738 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1922846.875000 Penalty: 11255.165039
	Iteration 17Q: 3 clusters Score -1922847 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1922929.000000 Penalty: 11255.165039
	Iteration 18Q: 3 clusters Score -1922929 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1923010.250000 Penalty: 11255.165039
	Iteration 19Q: 3 clusters Score -1923010 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1923098.750000 Penalty: 11255.165039
	Iteration 20F: 3 clusters Score -1923099 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1923165.875000 Penalty: 11255.165039
	Iteration 21Q: 3 clusters Score -1923166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1923215.625000 Penalty: 11255.165039
	Iteration 22Q: 3 clusters Score -1923216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1923258.000000 Penalty: 11255.165039
	Iteration 23Q: 3 clusters Score -1923258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1923303.500000 Penalty: 11255.165039
	Iteration 24Q: 3 clusters Score -1923304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1923332.250000 Penalty: 11255.165039
	Iteration 25Q: 3 clusters Score -1923332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1923358.250000 Penalty: 11255.165039
	Iteration 26Q: 3 clusters Score -1923358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1923378.000000 Penalty: 11255.165039
	Iteration 27Q: 3 clusters Score -1923378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1923397.750000 Penalty: 11255.165039
	Iteration 28Q: 3 clusters Score -1923398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1923411.500000 Penalty: 11255.165039
	Iteration 29Q: 3 clusters Score -1923412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1923422.625000 Penalty: 11255.165039
	Iteration 30Q: 3 clusters Score -1923423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1923440.875000 Penalty: 11255.165039
	Iteration 31Q: 3 clusters Score -1923441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1923454.250000 Penalty: 11255.165039
	Iteration 32Q: 3 clusters Score -1923454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1923464.000000 Penalty: 11255.165039
	Iteration 33Q: 3 clusters Score -1923464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1923469.375000 Penalty: 11255.165039
	Iteration 34Q: 3 clusters Score -1923469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1923472.500000 Penalty: 11255.165039
	Iteration 35Q: 3 clusters Score -1923472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1923491.000000 Penalty: 11255.165039
	Iteration 36Q: 3 clusters Score -1923491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1923496.125000 Penalty: 11255.165039
	Iteration 37Q: 3 clusters Score -1923496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1923506.125000 Penalty: 11255.165039
	Iteration 38Q: 3 clusters Score -1923506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1923512.500000 Penalty: 11255.165039
	Iteration 39Q: 3 clusters Score -1923512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1923521.375000 Penalty: 11255.165039
	Iteration 40F: 3 clusters Score -1923521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1923521.375000 Penalty: 11255.165039
	Iteration 41Q: 3 clusters Score -1923521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1923526.250000 Penalty: 11255.165039
	Iteration 42Q: 3 clusters Score -1923526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1923527.875000 Penalty: 11255.165039
	Iteration 43Q: 3 clusters Score -1923528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1923535.875000 Penalty: 11255.165039
	Iteration 44Q: 3 clusters Score -1923536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1923534.750000 Penalty: 11255.165039
	Iteration 45Q: 3 clusters Score -1923535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1923533.875000 Penalty: 11255.165039
	Iteration 46Q: 3 clusters Score -1923534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1923543.000000 Penalty: 11255.165039
	Iteration 47Q: 3 clusters Score -1923543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1923546.375000 Penalty: 11255.165039
	Iteration 48Q: 3 clusters Score -1923546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1923554.000000 Penalty: 11255.165039
	Iteration 49Q: 3 clusters Score -1923554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1923558.625000 Penalty: 11255.165039
	Iteration 50Q: 3 clusters Score -1923559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1923561.250000 Penalty: 11255.165039
	Iteration 51Q: 3 clusters Score -1923561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1923568.500000 Penalty: 11255.165039
	Iteration 52Q: 3 clusters Score -1923568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1923569.625000 Penalty: 11255.165039
	Iteration 53Q: 3 clusters Score -1923570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1923570.875000 Penalty: 11255.165039
	Iteration 54Q: 3 clusters Score -1923571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1923572.250000 Penalty: 11255.165039
	Iteration 55Q: 3 clusters Score -1923572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1923575.125000 Penalty: 11255.165039
	Iteration 56Q: 3 clusters Score -1923575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1923575.500000 Penalty: 11255.165039
	Iteration 57Q: 3 clusters Score -1923576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1923577.875000 Penalty: 11255.165039
	Iteration 58Q: 3 clusters Score -1923578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1923587.375000 Penalty: 11255.165039
	Iteration 59Q: 3 clusters Score -1923587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1923588.500000 Penalty: 11255.165039
	Iteration 60F: 3 clusters Score -1923588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1923589.375000 Penalty: 11255.165039
	Iteration 61Q: 3 clusters Score -1923589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1923593.000000 Penalty: 11255.165039
	Iteration 62Q: 3 clusters Score -1923593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1923595.750000 Penalty: 11255.165039
	Iteration 63Q: 3 clusters Score -1923596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1923595.625000 Penalty: 11255.165039
	Iteration 64Q: 3 clusters Score -1923596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1923595.625000 Penalty: 11255.165039
	Iteration 65F: 3 clusters Score -1923596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (102868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Entering Unmasked Estep 
Score: -21122776.000000 Penalty: 7068.985840
	Iteration 0F: 2 clusters Score -2.112278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -21052436.000000 Penalty: 14137.971680
	Iteration 0F: 3 clusters Score -2.105244e+07 nChanged 47131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -21079160.000000 Penalty: 14137.971680
	Iteration 1F: 3 clusters Score -2.107916e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -21081624.000000 Penalty: 14137.971680
	Iteration 2F: 3 clusters Score -2.108162e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -21085176.000000 Penalty: 14137.971680
	Iteration 3F: 3 clusters Score -2.108518e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -21090682.000000 Penalty: 14137.971680
	Iteration 4F: 3 clusters Score -2.109068e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -21098460.000000 Penalty: 14137.971680
	Iteration 5F: 3 clusters Score -2.109846e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76891 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -21107372.000000 Penalty: 14137.971680
	Iteration 6F: 3 clusters Score -2.110737e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -21116328.000000 Penalty: 14137.971680
	Iteration 7F: 3 clusters Score -2.111633e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85322 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -21123392.000000 Penalty: 14137.971680
	Iteration 8F: 3 clusters Score -2.112339e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -21127656.000000 Penalty: 14137.971680
	Iteration 9Q: 3 clusters Score -2.112766e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -21129736.000000 Penalty: 14137.971680
	Iteration 10Q: 3 clusters Score -2.112974e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -21130822.000000 Penalty: 14137.971680
	Iteration 11Q: 3 clusters Score -2.113082e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -21131310.000000 Penalty: 14137.971680
	Iteration 12Q: 3 clusters Score -2.113131e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -21131532.000000 Penalty: 14137.971680
	Iteration 13Q: 3 clusters Score -2.113153e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -21131604.000000 Penalty: 14137.971680
	Iteration 14Q: 3 clusters Score -2.11316e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -21131626.000000 Penalty: 14137.971680
	Iteration 15Q: 3 clusters Score -2.113163e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -21131674.000000 Penalty: 14137.971680
	Iteration 16Q: 3 clusters Score -2.113167e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -21131692.000000 Penalty: 14137.971680
	Iteration 17Q: 3 clusters Score -2.113169e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -21131742.000000 Penalty: 14137.971680
	Iteration 18Q: 3 clusters Score -2.113174e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -21131740.000000 Penalty: 14137.971680
	Iteration 19Q: 3 clusters Score -2.113174e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -21131734.000000 Penalty: 14137.971680
	Iteration 20F: 3 clusters Score -2.113173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -21131746.000000 Penalty: 14137.971680
	Iteration 21Q: 3 clusters Score -2.113175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -21131746.000000 Penalty: 14137.971680
	Iteration 22Q: 3 clusters Score -2.113175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -21131770.000000 Penalty: 14137.971680
	Iteration 23Q: 3 clusters Score -2.113177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -21131768.000000 Penalty: 14137.971680
	Iteration 24Q: 3 clusters Score -2.113177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86122 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -21131786.000000 Penalty: 14137.971680
	Iteration 25Q: 3 clusters Score -2.113179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -21131778.000000 Penalty: 14137.971680
	Iteration 26Q: 3 clusters Score -2.113178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86116 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -21131782.000000 Penalty: 14137.971680
	Iteration 27Q: 3 clusters Score -2.113178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -21131788.000000 Penalty: 14137.971680
	Iteration 28Q: 3 clusters Score -2.113179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86116 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -21131770.000000 Penalty: 14137.971680
	Iteration 29Q: 3 clusters Score -2.113177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -21131774.000000 Penalty: 14137.971680
	Iteration 30Q: 3 clusters Score -2.113177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -21131770.000000 Penalty: 14137.971680
	Iteration 31Q: 3 clusters Score -2.113177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -21131770.000000 Penalty: 14137.971680
	Iteration 32F: 3 clusters Score -2.113177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 20204 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 108660 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 502 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 388 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 86111 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 16757 members 
Mstep: Class 19 contains 18686 members 
Mstep: Class 20 contains 19805 members 
Mstep: Class 22 contains 63559 members 
Entering Unmasked Estep 
Score: -89379712.000000 Penalty: 167200.734375
Splitting cluster 16 changes total score from -89371296.000000 to -89379712.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 19 (18686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Entering Unmasked Estep 
Score: -3826258.500000 Penalty: 6024.262207
	Iteration 0F: 2 clusters Score -3826258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3810648.000000 Penalty: 12048.524414
	Iteration 0F: 3 clusters Score -3810648 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3814680.250000 Penalty: 12048.524414
	Iteration 1F: 3 clusters Score -3814680 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3815297.750000 Penalty: 12048.524414
	Iteration 2F: 3 clusters Score -3815298 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3815810.000000 Penalty: 12048.524414
	Iteration 3F: 3 clusters Score -3815810 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3816402.750000 Penalty: 12048.524414
	Iteration 4Q: 3 clusters Score -3816403 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3817098.750000 Penalty: 12048.524414
	Iteration 5Q: 3 clusters Score -3817099 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3817818.750000 Penalty: 12048.524414
	Iteration 6F: 3 clusters Score -3817819 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3818527.250000 Penalty: 12048.524414
	Iteration 7F: 3 clusters Score -3818527 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3819365.000000 Penalty: 12048.524414
	Iteration 8F: 3 clusters Score -3819365 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3820347.500000 Penalty: 12048.524414
	Iteration 9F: 3 clusters Score -3820348 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3821353.000000 Penalty: 12048.524414
	Iteration 10F: 3 clusters Score -3821353 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3822262.750000 Penalty: 12048.524414
	Iteration 11F: 3 clusters Score -3822263 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3822995.250000 Penalty: 12048.524414
	Iteration 12Q: 3 clusters Score -3822995 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3823537.000000 Penalty: 12048.524414
	Iteration 13Q: 3 clusters Score -3823537 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3823881.000000 Penalty: 12048.524414
	Iteration 14Q: 3 clusters Score -3823881 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3824161.750000 Penalty: 12048.524414
	Iteration 15Q: 3 clusters Score -3824162 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3824422.000000 Penalty: 12048.524414
	Iteration 16Q: 3 clusters Score -3824422 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3824688.500000 Penalty: 12048.524414
	Iteration 17Q: 3 clusters Score -3824688 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3824931.250000 Penalty: 12048.524414
	Iteration 18Q: 3 clusters Score -3824931 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3825181.500000 Penalty: 12048.524414
	Iteration 19Q: 3 clusters Score -3825182 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3825381.750000 Penalty: 12048.524414
	Iteration 20F: 3 clusters Score -3825382 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3825527.500000 Penalty: 12048.524414
	Iteration 21Q: 3 clusters Score -3825528 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3825617.250000 Penalty: 12048.524414
	Iteration 22Q: 3 clusters Score -3825617 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3825703.250000 Penalty: 12048.524414
	Iteration 23Q: 3 clusters Score -3825703 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3825781.250000 Penalty: 12048.524414
	Iteration 24Q: 3 clusters Score -3825781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3825851.250000 Penalty: 12048.524414
	Iteration 25Q: 3 clusters Score -3825851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3825897.000000 Penalty: 12048.524414
	Iteration 26Q: 3 clusters Score -3825897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3825957.750000 Penalty: 12048.524414
	Iteration 27Q: 3 clusters Score -3825958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3826020.500000 Penalty: 12048.524414
	Iteration 28Q: 3 clusters Score -3826020 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3826083.000000 Penalty: 12048.524414
	Iteration 29Q: 3 clusters Score -3826083 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3826176.250000 Penalty: 12048.524414
	Iteration 30Q: 3 clusters Score -3826176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3826292.000000 Penalty: 12048.524414
	Iteration 31Q: 3 clusters Score -3826292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3826409.500000 Penalty: 12048.524414
	Iteration 32Q: 3 clusters Score -3826410 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3826601.500000 Penalty: 12048.524414
	Iteration 33Q: 3 clusters Score -3826602 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3826762.000000 Penalty: 12048.524414
	Iteration 34Q: 3 clusters Score -3826762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3826922.250000 Penalty: 12048.524414
	Iteration 35Q: 3 clusters Score -3826922 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3827062.750000 Penalty: 12048.524414
	Iteration 36Q: 3 clusters Score -3827063 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3827162.000000 Penalty: 12048.524414
	Iteration 37Q: 3 clusters Score -3827162 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3827196.750000 Penalty: 12048.524414
	Iteration 38Q: 3 clusters Score -3827197 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3827241.500000 Penalty: 12048.524414
	Iteration 39Q: 3 clusters Score -3827242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3827258.000000 Penalty: 12048.524414
	Iteration 40F: 3 clusters Score -3827258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3827270.000000 Penalty: 12048.524414
	Iteration 41Q: 3 clusters Score -3827270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3827270.750000 Penalty: 12048.524414
	Iteration 42Q: 3 clusters Score -3827271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3827269.250000 Penalty: 12048.524414
	Iteration 43Q: 3 clusters Score -3827269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3827272.500000 Penalty: 12048.524414
	Iteration 44Q: 3 clusters Score -3827272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3827278.500000 Penalty: 12048.524414
	Iteration 45Q: 3 clusters Score -3827278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3827286.500000 Penalty: 12048.524414
	Iteration 46Q: 3 clusters Score -3827286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3827281.750000 Penalty: 12048.524414
	Iteration 47Q: 3 clusters Score -3827282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3827285.500000 Penalty: 12048.524414
	Iteration 48Q: 3 clusters Score -3827286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3827285.000000 Penalty: 12048.524414
	Iteration 49Q: 3 clusters Score -3827285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3827286.250000 Penalty: 12048.524414
	Iteration 50Q: 3 clusters Score -3827286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3827286.250000 Penalty: 12048.524414
	Iteration 51F: 3 clusters Score -3827286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 20204 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 108660 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 502 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 388 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 86111 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 16757 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 19805 members 
Mstep: Class 21 contains 13752 members 
Mstep: Class 22 contains 63559 members 
Entering Unmasked Estep 
Score: -89378672.000000 Penalty: 175162.671875
Splitting cluster 19 changes total score from -89371296.000000 to -89378672.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 20 (19805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Entering Unmasked Estep 
Score: -4013588.250000 Penalty: 6059.885254
	Iteration 0F: 2 clusters Score -4013588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3997298.250000 Penalty: 12119.770508
	Iteration 0F: 3 clusters Score -3997298 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4001447.000000 Penalty: 12119.770508
	Iteration 1F: 3 clusters Score -4001447 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -4002133.750000 Penalty: 12119.770508
	Iteration 2F: 3 clusters Score -4002134 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -4002614.000000 Penalty: 12119.770508
	Iteration 3F: 3 clusters Score -4002614 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -4003006.250000 Penalty: 12119.770508
	Iteration 4Q: 3 clusters Score -4003006 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4003325.250000 Penalty: 12119.770508
	Iteration 5Q: 3 clusters Score -4003325 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4003589.250000 Penalty: 12119.770508
	Iteration 6Q: 3 clusters Score -4003589 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -4003855.250000 Penalty: 12119.770508
	Iteration 7Q: 3 clusters Score -4003855 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4004074.500000 Penalty: 12119.770508
	Iteration 8Q: 3 clusters Score -4004074 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -4004298.000000 Penalty: 12119.770508
	Iteration 9Q: 3 clusters Score -4004298 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -4004503.250000 Penalty: 12119.770508
	Iteration 10Q: 3 clusters Score -4004503 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4004676.000000 Penalty: 12119.770508
	Iteration 11Q: 3 clusters Score -4004676 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -4004831.250000 Penalty: 12119.770508
	Iteration 12Q: 3 clusters Score -4004831 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4004982.500000 Penalty: 12119.770508
	Iteration 13Q: 3 clusters Score -4004982 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4005111.250000 Penalty: 12119.770508
	Iteration 14Q: 3 clusters Score -4005111 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -4005260.250000 Penalty: 12119.770508
	Iteration 15Q: 3 clusters Score -4005260 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -4005383.500000 Penalty: 12119.770508
	Iteration 16Q: 3 clusters Score -4005384 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4005528.000000 Penalty: 12119.770508
	Iteration 17Q: 3 clusters Score -4005528 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4005672.750000 Penalty: 12119.770508
	Iteration 18Q: 3 clusters Score -4005673 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4005833.000000 Penalty: 12119.770508
	Iteration 19Q: 3 clusters Score -4005833 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -4006020.500000 Penalty: 12119.770508
	Iteration 20F: 3 clusters Score -4006020 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -4006225.500000 Penalty: 12119.770508
	Iteration 21Q: 3 clusters Score -4006226 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4006496.500000 Penalty: 12119.770508
	Iteration 22Q: 3 clusters Score -4006496 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -4006791.750000 Penalty: 12119.770508
	Iteration 23Q: 3 clusters Score -4006792 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -4007118.750000 Penalty: 12119.770508
	Iteration 24Q: 3 clusters Score -4007119 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4007456.000000 Penalty: 12119.770508
	Iteration 25Q: 3 clusters Score -4007456 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4007774.500000 Penalty: 12119.770508
	Iteration 26Q: 3 clusters Score -4007774 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4008022.750000 Penalty: 12119.770508
	Iteration 27Q: 3 clusters Score -4008023 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -4008283.000000 Penalty: 12119.770508
	Iteration 28Q: 3 clusters Score -4008283 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4008518.250000 Penalty: 12119.770508
	Iteration 29Q: 3 clusters Score -4008518 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4008730.000000 Penalty: 12119.770508
	Iteration 30Q: 3 clusters Score -4008730 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4008895.000000 Penalty: 12119.770508
	Iteration 31Q: 3 clusters Score -4008895 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4009019.750000 Penalty: 12119.770508
	Iteration 32Q: 3 clusters Score -4009020 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -4009105.750000 Penalty: 12119.770508
	Iteration 33Q: 3 clusters Score -4009106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -4009168.750000 Penalty: 12119.770508
	Iteration 34Q: 3 clusters Score -4009169 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4009224.750000 Penalty: 12119.770508
	Iteration 35Q: 3 clusters Score -4009225 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4009252.250000 Penalty: 12119.770508
	Iteration 36Q: 3 clusters Score -4009252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4009270.000000 Penalty: 12119.770508
	Iteration 37Q: 3 clusters Score -4009270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4009297.750000 Penalty: 12119.770508
	Iteration 38Q: 3 clusters Score -4009298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4009303.750000 Penalty: 12119.770508
	Iteration 39Q: 3 clusters Score -4009304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4009342.500000 Penalty: 12119.770508
	Iteration 40F: 3 clusters Score -4009342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4009444.250000 Penalty: 12119.770508
	Iteration 41Q: 3 clusters Score -4009444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4009671.500000 Penalty: 12119.770508
	Iteration 42Q: 3 clusters Score -4009672 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4009938.250000 Penalty: 12119.770508
	Iteration 43Q: 3 clusters Score -4009938 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4010257.250000 Penalty: 12119.770508
	Iteration 44Q: 3 clusters Score -4010257 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4010521.750000 Penalty: 12119.770508
	Iteration 45Q: 3 clusters Score -4010522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4010698.250000 Penalty: 12119.770508
	Iteration 46Q: 3 clusters Score -4010698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -4010785.750000 Penalty: 12119.770508
	Iteration 47Q: 3 clusters Score -4010786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4010828.500000 Penalty: 12119.770508
	Iteration 48Q: 3 clusters Score -4010828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4010924.250000 Penalty: 12119.770508
	Iteration 49Q: 3 clusters Score -4010924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4010952.750000 Penalty: 12119.770508
	Iteration 50Q: 3 clusters Score -4010953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4010973.500000 Penalty: 12119.770508
	Iteration 51Q: 3 clusters Score -4010974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4010994.250000 Penalty: 12119.770508
	Iteration 52Q: 3 clusters Score -4010994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4010999.500000 Penalty: 12119.770508
	Iteration 53Q: 3 clusters Score -4011000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -4011010.500000 Penalty: 12119.770508
	Iteration 54Q: 3 clusters Score -4011010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -4011015.250000 Penalty: 12119.770508
	Iteration 55Q: 3 clusters Score -4011015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4011015.000000 Penalty: 12119.770508
	Iteration 56Q: 3 clusters Score -4011015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4011013.750000 Penalty: 12119.770508
	Iteration 57Q: 3 clusters Score -4011014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4011011.750000 Penalty: 12119.770508
	Iteration 58Q: 3 clusters Score -4011012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4011008.250000 Penalty: 12119.770508
	Iteration 59Q: 3 clusters Score -4011008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4011056.500000 Penalty: 12119.770508
	Iteration 60F: 3 clusters Score -4011056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4011080.500000 Penalty: 12119.770508
	Iteration 61Q: 3 clusters Score -4011080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4011089.000000 Penalty: 12119.770508
	Iteration 62Q: 3 clusters Score -4011089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4011096.750000 Penalty: 12119.770508
	Iteration 63Q: 3 clusters Score -4011097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4011109.750000 Penalty: 12119.770508
	Iteration 64Q: 3 clusters Score -4011110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4011110.500000 Penalty: 12119.770508
	Iteration 65Q: 3 clusters Score -4011110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4011114.750000 Penalty: 12119.770508
	Iteration 66Q: 3 clusters Score -4011115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4011120.000000 Penalty: 12119.770508
	Iteration 67Q: 3 clusters Score -4011120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4011116.750000 Penalty: 12119.770508
	Iteration 68Q: 3 clusters Score -4011117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4011129.750000 Penalty: 12119.770508
	Iteration 69Q: 3 clusters Score -4011130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4011135.750000 Penalty: 12119.770508
	Iteration 70Q: 3 clusters Score -4011136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4011132.500000 Penalty: 12119.770508
	Iteration 71Q: 3 clusters Score -4011132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4011136.250000 Penalty: 12119.770508
	Iteration 72Q: 3 clusters Score -4011136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4011136.250000 Penalty: 12119.770508
	Iteration 73F: 3 clusters Score -4011136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (63559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Entering Unmasked Estep 
Score: -13164874.000000 Penalty: 6774.081055
	Iteration 0F: 2 clusters Score -1.316487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -13120469.000000 Penalty: 13548.162109
	Iteration 0F: 3 clusters Score -1.312047e+07 nChanged 28357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -13135768.000000 Penalty: 13548.162109
	Iteration 1F: 3 clusters Score -1.313577e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -13137112.000000 Penalty: 13548.162109
	Iteration 2F: 3 clusters Score -1.313711e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -13138771.000000 Penalty: 13548.162109
	Iteration 3F: 3 clusters Score -1.313877e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -13140767.000000 Penalty: 13548.162109
	Iteration 4F: 3 clusters Score -1.314077e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -13143107.000000 Penalty: 13548.162109
	Iteration 5F: 3 clusters Score -1.314311e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -13145409.000000 Penalty: 13548.162109
	Iteration 6F: 3 clusters Score -1.314541e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -13147239.000000 Penalty: 13548.162109
	Iteration 7F: 3 clusters Score -1.314724e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -13148618.000000 Penalty: 13548.162109
	Iteration 8Q: 3 clusters Score -1.314862e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -13149881.000000 Penalty: 13548.162109
	Iteration 9Q: 3 clusters Score -1.314988e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -13151165.000000 Penalty: 13548.162109
	Iteration 10Q: 3 clusters Score -1.315116e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -13152581.000000 Penalty: 13548.162109
	Iteration 11Q: 3 clusters Score -1.315258e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -13154166.000000 Penalty: 13548.162109
	Iteration 12Q: 3 clusters Score -1.315417e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -13155863.000000 Penalty: 13548.162109
	Iteration 13Q: 3 clusters Score -1.315586e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -13157754.000000 Penalty: 13548.162109
	Iteration 14Q: 3 clusters Score -1.315775e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -13159979.000000 Penalty: 13548.162109
	Iteration 15Q: 3 clusters Score -1.315998e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -13162052.000000 Penalty: 13548.162109
	Iteration 16Q: 3 clusters Score -1.316205e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -13163150.000000 Penalty: 13548.162109
	Iteration 17Q: 3 clusters Score -1.316315e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -13163530.000000 Penalty: 13548.162109
	Iteration 18Q: 3 clusters Score -1.316353e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -13163711.000000 Penalty: 13548.162109
	Iteration 19Q: 3 clusters Score -1.316371e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -13163770.000000 Penalty: 13548.162109
	Iteration 20F: 3 clusters Score -1.316377e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -13163795.000000 Penalty: 13548.162109
	Iteration 21Q: 3 clusters Score -1.31638e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -13163816.000000 Penalty: 13548.162109
	Iteration 22Q: 3 clusters Score -1.316382e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -13163850.000000 Penalty: 13548.162109
	Iteration 23Q: 3 clusters Score -1.316385e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -13163862.000000 Penalty: 13548.162109
	Iteration 24Q: 3 clusters Score -1.316386e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -13163850.000000 Penalty: 13548.162109
	Iteration 25Q: 3 clusters Score -1.316385e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -13163858.000000 Penalty: 13548.162109
	Iteration 26Q: 3 clusters Score -1.316386e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -13163868.000000 Penalty: 13548.162109
	Iteration 27Q: 3 clusters Score -1.316387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -13163847.000000 Penalty: 13548.162109
	Iteration 28Q: 3 clusters Score -1.316385e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -13163873.000000 Penalty: 13548.162109
	Iteration 29Q: 3 clusters Score -1.316387e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -13163904.000000 Penalty: 13548.162109
	Iteration 30Q: 3 clusters Score -1.31639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -13163900.000000 Penalty: 13548.162109
	Iteration 31Q: 3 clusters Score -1.31639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -13163906.000000 Penalty: 13548.162109
	Iteration 32Q: 3 clusters Score -1.316391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -13163895.000000 Penalty: 13548.162109
	Iteration 33Q: 3 clusters Score -1.31639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -13163895.000000 Penalty: 13548.162109
	Iteration 34Q: 3 clusters Score -1.31639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -13163907.000000 Penalty: 13548.162109
	Iteration 35Q: 3 clusters Score -1.316391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -13163919.000000 Penalty: 13548.162109
	Iteration 36Q: 3 clusters Score -1.316392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -13163905.000000 Penalty: 13548.162109
	Iteration 37Q: 3 clusters Score -1.31639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -13163900.000000 Penalty: 13548.162109
	Iteration 38Q: 3 clusters Score -1.31639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -13163884.000000 Penalty: 13548.162109
	Iteration 39Q: 3 clusters Score -1.316388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -13163894.000000 Penalty: 13548.162109
	Iteration 40F: 3 clusters Score -1.316389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -13163892.000000 Penalty: 13548.162109
	Iteration 41Q: 3 clusters Score -1.316389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -13163894.000000 Penalty: 13548.162109
	Iteration 42Q: 3 clusters Score -1.316389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -13163896.000000 Penalty: 13548.162109
	Iteration 43Q: 3 clusters Score -1.31639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -13163901.000000 Penalty: 13548.162109
	Iteration 44Q: 3 clusters Score -1.31639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -13163903.000000 Penalty: 13548.162109
	Iteration 45Q: 3 clusters Score -1.31639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -13163900.000000 Penalty: 13548.162109
	Iteration 46Q: 3 clusters Score -1.31639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -13163905.000000 Penalty: 13548.162109
	Iteration 47Q: 3 clusters Score -1.31639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -13163909.000000 Penalty: 13548.162109
	Iteration 48Q: 3 clusters Score -1.316391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -13163904.000000 Penalty: 13548.162109
	Iteration 49Q: 3 clusters Score -1.31639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -13163912.000000 Penalty: 13548.162109
	Iteration 50Q: 3 clusters Score -1.316391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -13163910.000000 Penalty: 13548.162109
	Iteration 51Q: 3 clusters Score -1.316391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -13163906.000000 Penalty: 13548.162109
	Iteration 52Q: 3 clusters Score -1.316391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -13163909.000000 Penalty: 13548.162109
	Iteration 53Q: 3 clusters Score -1.316391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -13163913.000000 Penalty: 13548.162109
	Iteration 54Q: 3 clusters Score -1.316391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -13163912.000000 Penalty: 13548.162109
	Iteration 55Q: 3 clusters Score -1.316391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -13163896.000000 Penalty: 13548.162109
	Iteration 56Q: 3 clusters Score -1.31639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -13163896.000000 Penalty: 13548.162109
	Iteration 57F: 3 clusters Score -1.31639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 20204 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 388 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 86111 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 19805 members 
Mstep: Class 22 contains 63559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 5948.160645 but Gain 7961.937500
Score: -89386864.000000 Penalty: 167200.734375
Iteration 39Q: 22 clusters Score -8.938686e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 20599 members 
Mstep: Class 3 contains 550 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 20040 members 
Mstep: Class 7 contains 106855 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6575 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9852 members 
Mstep: Class 16 contains 86844 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 16997 members 
Mstep: Class 19 contains 5124 members 
Mstep: Class 20 contains 18451 members 
Mstep: Class 21 contains 14342 members 
Mstep: Class 22 contains 62870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89396296.000000 Penalty: 167200.734375
Iteration 40F: 22 clusters Score -8.93963e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 20279 members 
Mstep: Class 3 contains 606 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 5001 members 
Mstep: Class 6 contains 19720 members 
Mstep: Class 7 contains 105846 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6963 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9845 members 
Mstep: Class 16 contains 87136 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 17513 members 
Mstep: Class 19 contains 5216 members 
Mstep: Class 20 contains 17453 members 
Mstep: Class 21 contains 15829 members 
Mstep: Class 22 contains 62204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89401808.000000 Penalty: 167200.734375
Iteration 41Q: 22 clusters Score -8.940181e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 20010 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 919 members 
Mstep: Class 5 contains 5207 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 104885 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9893 members 
Mstep: Class 16 contains 87405 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 17826 members 
Mstep: Class 19 contains 5304 members 
Mstep: Class 20 contains 16738 members 
Mstep: Class 21 contains 16904 members 
Mstep: Class 22 contains 61611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89405232.000000 Penalty: 167200.734375
Iteration 42Q: 22 clusters Score -8.940523e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 19813 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 923 members 
Mstep: Class 5 contains 5368 members 
Mstep: Class 6 contains 19375 members 
Mstep: Class 7 contains 104028 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7338 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 9970 members 
Mstep: Class 16 contains 87617 members 
Mstep: Class 17 contains 887 members 
Mstep: Class 18 contains 18071 members 
Mstep: Class 19 contains 5378 members 
Mstep: Class 20 contains 16171 members 
Mstep: Class 21 contains 17687 members 
Mstep: Class 22 contains 61127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89407808.000000 Penalty: 167200.734375
Iteration 43Q: 22 clusters Score -8.940781e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 19617 members 
Mstep: Class 3 contains 612 members 
Mstep: Class 4 contains 931 members 
Mstep: Class 5 contains 5486 members 
Mstep: Class 6 contains 19249 members 
Mstep: Class 7 contains 103299 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7430 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10031 members 
Mstep: Class 16 contains 87783 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 18283 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 15727 members 
Mstep: Class 21 contains 18382 members 
Mstep: Class 22 contains 60847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89409488.000000 Penalty: 167200.734375
Iteration 44Q: 22 clusters Score -8.940949e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 19513 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 941 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 6 contains 19136 members 
Mstep: Class 7 contains 102741 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7480 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10095 members 
Mstep: Class 16 contains 87861 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 18468 members 
Mstep: Class 19 contains 5467 members 
Mstep: Class 20 contains 15402 members 
Mstep: Class 21 contains 18939 members 
Mstep: Class 22 contains 60685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89410032.000000 Penalty: 167200.734375
Iteration 45Q: 22 clusters Score -8.941003e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 19446 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 949 members 
Mstep: Class 5 contains 5649 members 
Mstep: Class 6 contains 19027 members 
Mstep: Class 7 contains 102228 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7533 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10168 members 
Mstep: Class 16 contains 87948 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 5482 members 
Mstep: Class 20 contains 15101 members 
Mstep: Class 21 contains 19376 members 
Mstep: Class 22 contains 60680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89411032.000000 Penalty: 167200.734375
Iteration 46Q: 22 clusters Score -8.941103e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 19402 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 18988 members 
Mstep: Class 7 contains 101825 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7568 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10252 members 
Mstep: Class 16 contains 88001 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 18772 members 
Mstep: Class 19 contains 5505 members 
Mstep: Class 20 contains 14838 members 
Mstep: Class 21 contains 19735 members 
Mstep: Class 22 contains 60686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89411320.000000 Penalty: 167200.734375
Iteration 47Q: 22 clusters Score -8.941132e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 19334 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5728 members 
Mstep: Class 6 contains 18969 members 
Mstep: Class 7 contains 101492 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10314 members 
Mstep: Class 16 contains 88037 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 18920 members 
Mstep: Class 19 contains 5520 members 
Mstep: Class 20 contains 14621 members 
Mstep: Class 21 contains 20011 members 
Mstep: Class 22 contains 60762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89411888.000000 Penalty: 167200.734375
Iteration 48Q: 22 clusters Score -8.941189e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 19243 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 18953 members 
Mstep: Class 7 contains 101215 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7606 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10382 members 
Mstep: Class 16 contains 88074 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19034 members 
Mstep: Class 19 contains 5539 members 
Mstep: Class 20 contains 14446 members 
Mstep: Class 21 contains 20256 members 
Mstep: Class 22 contains 60856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412232.000000 Penalty: 167200.734375
Iteration 49Q: 22 clusters Score -8.941223e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 19170 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 18942 members 
Mstep: Class 7 contains 101017 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7625 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10423 members 
Mstep: Class 16 contains 88083 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19146 members 
Mstep: Class 19 contains 5546 members 
Mstep: Class 20 contains 14324 members 
Mstep: Class 21 contains 20431 members 
Mstep: Class 22 contains 60934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412176.000000 Penalty: 167200.734375
Iteration 50Q: 22 clusters Score -8.941218e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 18903 members 
Mstep: Class 7 contains 100830 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 88102 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19223 members 
Mstep: Class 19 contains 5557 members 
Mstep: Class 20 contains 14203 members 
Mstep: Class 21 contains 20578 members 
Mstep: Class 22 contains 61007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412352.000000 Penalty: 167200.734375
Iteration 51Q: 22 clusters Score -8.941235e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 19078 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5793 members 
Mstep: Class 6 contains 18866 members 
Mstep: Class 7 contains 100673 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7643 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10538 members 
Mstep: Class 16 contains 88116 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19305 members 
Mstep: Class 19 contains 5566 members 
Mstep: Class 20 contains 14103 members 
Mstep: Class 21 contains 20724 members 
Mstep: Class 22 contains 61075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412528.000000 Penalty: 167200.734375
Iteration 52Q: 22 clusters Score -8.941253e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 19027 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5801 members 
Mstep: Class 6 contains 18838 members 
Mstep: Class 7 contains 100547 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7656 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10582 members 
Mstep: Class 16 contains 88118 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19368 members 
Mstep: Class 19 contains 5572 members 
Mstep: Class 20 contains 14018 members 
Mstep: Class 21 contains 20850 members 
Mstep: Class 22 contains 61128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412608.000000 Penalty: 167200.734375
Iteration 53Q: 22 clusters Score -8.941261e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 18824 members 
Mstep: Class 7 contains 100444 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7668 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10615 members 
Mstep: Class 16 contains 88124 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19425 members 
Mstep: Class 19 contains 5578 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 20956 members 
Mstep: Class 22 contains 61177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412568.000000 Penalty: 167200.734375
Iteration 54Q: 22 clusters Score -8.941257e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 18942 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 18806 members 
Mstep: Class 7 contains 100360 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7673 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10645 members 
Mstep: Class 16 contains 88128 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19473 members 
Mstep: Class 19 contains 5586 members 
Mstep: Class 20 contains 13879 members 
Mstep: Class 21 contains 21053 members 
Mstep: Class 22 contains 61213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412584.000000 Penalty: 167200.734375
Iteration 55Q: 22 clusters Score -8.941258e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 18896 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 18780 members 
Mstep: Class 7 contains 100288 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7676 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10698 members 
Mstep: Class 16 contains 88144 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19510 members 
Mstep: Class 19 contains 5589 members 
Mstep: Class 20 contains 13824 members 
Mstep: Class 21 contains 21131 members 
Mstep: Class 22 contains 61245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412728.000000 Penalty: 167200.734375
Iteration 56Q: 22 clusters Score -8.941273e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 18866 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 18753 members 
Mstep: Class 7 contains 100212 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7678 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 88144 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19538 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 13786 members 
Mstep: Class 21 contains 21199 members 
Mstep: Class 22 contains 61278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412880.000000 Penalty: 167200.734375
Iteration 57Q: 22 clusters Score -8.941288e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 18847 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5828 members 
Mstep: Class 6 contains 18737 members 
Mstep: Class 7 contains 100132 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7676 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 88159 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19552 members 
Mstep: Class 19 contains 5595 members 
Mstep: Class 20 contains 13754 members 
Mstep: Class 21 contains 21256 members 
Mstep: Class 22 contains 61306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413056.000000 Penalty: 167200.734375
Iteration 58Q: 22 clusters Score -8.941306e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 18834 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5832 members 
Mstep: Class 6 contains 18714 members 
Mstep: Class 7 contains 100066 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7685 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10837 members 
Mstep: Class 16 contains 88150 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19574 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 13717 members 
Mstep: Class 21 contains 21306 members 
Mstep: Class 22 contains 61343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413248.000000 Penalty: 167200.734375
Iteration 59Q: 22 clusters Score -8.941325e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 18821 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 5835 members 
Mstep: Class 6 contains 18696 members 
Mstep: Class 7 contains 100000 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7695 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10871 members 
Mstep: Class 16 contains 88160 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19589 members 
Mstep: Class 19 contains 5596 members 
Mstep: Class 20 contains 13670 members 
Mstep: Class 21 contains 21357 members 
Mstep: Class 22 contains 61381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413296.000000 Penalty: 167200.734375
Iteration 60F: 22 clusters Score -8.94133e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 18819 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5839 members 
Mstep: Class 6 contains 18675 members 
Mstep: Class 7 contains 99929 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7700 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10908 members 
Mstep: Class 16 contains 88160 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19613 members 
Mstep: Class 19 contains 5600 members 
Mstep: Class 20 contains 13637 members 
Mstep: Class 21 contains 21410 members 
Mstep: Class 22 contains 61418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413296.000000 Penalty: 167200.734375
Iteration 61Q: 22 clusters Score -8.94133e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 18792 members 
Mstep: Class 3 contains 598 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5845 members 
Mstep: Class 6 contains 18650 members 
Mstep: Class 7 contains 99858 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7703 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10950 members 
Mstep: Class 16 contains 88167 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19634 members 
Mstep: Class 19 contains 5604 members 
Mstep: Class 20 contains 13606 members 
Mstep: Class 21 contains 21473 members 
Mstep: Class 22 contains 61454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413440.000000 Penalty: 167200.734375
Iteration 62Q: 22 clusters Score -8.941344e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 18762 members 
Mstep: Class 3 contains 598 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 18624 members 
Mstep: Class 7 contains 99796 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7700 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 10997 members 
Mstep: Class 16 contains 88166 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19664 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 13578 members 
Mstep: Class 21 contains 21530 members 
Mstep: Class 22 contains 61487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413256.000000 Penalty: 167200.734375
Iteration 63Q: 22 clusters Score -8.941326e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 18760 members 
Mstep: Class 3 contains 598 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 18597 members 
Mstep: Class 7 contains 99751 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7701 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11022 members 
Mstep: Class 16 contains 88149 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19693 members 
Mstep: Class 19 contains 5608 members 
Mstep: Class 20 contains 13550 members 
Mstep: Class 21 contains 21584 members 
Mstep: Class 22 contains 61512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413296.000000 Penalty: 167200.734375
Iteration 64Q: 22 clusters Score -8.94133e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 18745 members 
Mstep: Class 3 contains 598 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5860 members 
Mstep: Class 6 contains 18575 members 
Mstep: Class 7 contains 99715 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7703 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11041 members 
Mstep: Class 16 contains 88152 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19715 members 
Mstep: Class 19 contains 5608 members 
Mstep: Class 20 contains 13523 members 
Mstep: Class 21 contains 21634 members 
Mstep: Class 22 contains 61544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413224.000000 Penalty: 167200.734375
Iteration 65Q: 22 clusters Score -8.941322e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 18728 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5860 members 
Mstep: Class 6 contains 18566 members 
Mstep: Class 7 contains 99686 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7704 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11061 members 
Mstep: Class 16 contains 88155 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 5608 members 
Mstep: Class 20 contains 13495 members 
Mstep: Class 21 contains 21665 members 
Mstep: Class 22 contains 61558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413288.000000 Penalty: 167200.734375
Iteration 66Q: 22 clusters Score -8.941329e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 18720 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 18550 members 
Mstep: Class 7 contains 99663 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7701 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11071 members 
Mstep: Class 16 contains 88147 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19777 members 
Mstep: Class 19 contains 5615 members 
Mstep: Class 20 contains 13471 members 
Mstep: Class 21 contains 21695 members 
Mstep: Class 22 contains 61567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413240.000000 Penalty: 167200.734375
Iteration 67Q: 22 clusters Score -8.941324e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 18709 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5864 members 
Mstep: Class 6 contains 18532 members 
Mstep: Class 7 contains 99637 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7698 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11094 members 
Mstep: Class 16 contains 88148 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19799 members 
Mstep: Class 19 contains 5615 members 
Mstep: Class 20 contains 13449 members 
Mstep: Class 21 contains 21723 members 
Mstep: Class 22 contains 61581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413192.000000 Penalty: 167200.734375
Iteration 68Q: 22 clusters Score -8.941319e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 18688 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5864 members 
Mstep: Class 6 contains 18516 members 
Mstep: Class 7 contains 99615 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7699 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 88147 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19825 members 
Mstep: Class 19 contains 5617 members 
Mstep: Class 20 contains 13430 members 
Mstep: Class 21 contains 21758 members 
Mstep: Class 22 contains 61593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413104.000000 Penalty: 167200.734375
Iteration 69Q: 22 clusters Score -8.94131e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 18687 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5864 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 7 contains 99587 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7699 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11136 members 
Mstep: Class 16 contains 88144 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19850 members 
Mstep: Class 19 contains 5620 members 
Mstep: Class 20 contains 13408 members 
Mstep: Class 21 contains 21780 members 
Mstep: Class 22 contains 61605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413160.000000 Penalty: 167200.734375
Iteration 70Q: 22 clusters Score -8.941316e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5864 members 
Mstep: Class 6 contains 18488 members 
Mstep: Class 7 contains 99560 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11158 members 
Mstep: Class 16 contains 88140 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19874 members 
Mstep: Class 19 contains 5622 members 
Mstep: Class 20 contains 13388 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 61623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413168.000000 Penalty: 167200.734375
Iteration 71Q: 22 clusters Score -8.941317e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 18654 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5865 members 
Mstep: Class 6 contains 18478 members 
Mstep: Class 7 contains 99533 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7708 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11178 members 
Mstep: Class 16 contains 88141 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19887 members 
Mstep: Class 19 contains 5624 members 
Mstep: Class 20 contains 13369 members 
Mstep: Class 21 contains 21826 members 
Mstep: Class 22 contains 61638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413224.000000 Penalty: 167200.734375
Iteration 72Q: 22 clusters Score -8.941322e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 18639 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5867 members 
Mstep: Class 6 contains 18469 members 
Mstep: Class 7 contains 99508 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7710 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11193 members 
Mstep: Class 16 contains 88143 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19900 members 
Mstep: Class 19 contains 5627 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 21854 members 
Mstep: Class 22 contains 61651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413168.000000 Penalty: 167200.734375
Iteration 73Q: 22 clusters Score -8.941317e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 18630 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5870 members 
Mstep: Class 6 contains 18462 members 
Mstep: Class 7 contains 99484 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11204 members 
Mstep: Class 16 contains 88140 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19910 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 13332 members 
Mstep: Class 21 contains 21878 members 
Mstep: Class 22 contains 61660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413272.000000 Penalty: 167200.734375
Iteration 74Q: 22 clusters Score -8.941327e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 18607 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 18458 members 
Mstep: Class 7 contains 99469 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11218 members 
Mstep: Class 16 contains 88144 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19925 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 13312 members 
Mstep: Class 21 contains 21902 members 
Mstep: Class 22 contains 61664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413312.000000 Penalty: 167200.734375
Iteration 75Q: 22 clusters Score -8.941331e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 18599 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 99451 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7714 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11231 members 
Mstep: Class 16 contains 88142 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19938 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 13301 members 
Mstep: Class 21 contains 21927 members 
Mstep: Class 22 contains 61671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413312.000000 Penalty: 167200.734375
Iteration 76Q: 22 clusters Score -8.941331e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 18598 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 18440 members 
Mstep: Class 7 contains 99434 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11243 members 
Mstep: Class 16 contains 88138 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19949 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 13293 members 
Mstep: Class 21 contains 21943 members 
Mstep: Class 22 contains 61678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413424.000000 Penalty: 167200.734375
Iteration 77Q: 22 clusters Score -8.941342e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 18597 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5880 members 
Mstep: Class 6 contains 18437 members 
Mstep: Class 7 contains 99416 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11250 members 
Mstep: Class 16 contains 88133 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19960 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 13286 members 
Mstep: Class 21 contains 21963 members 
Mstep: Class 22 contains 61682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413416.000000 Penalty: 167200.734375
Iteration 78Q: 22 clusters Score -8.941342e+07 nChanged 103
Entering ConstructFrom: 
Score: -89413416.000000 Penalty: 167200.734375
Entering ConstructFrom: 
Trying to split cluster 1 (64492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Entering Unmasked Estep 
Score: -13279815.000000 Penalty: 6783.006348
	Iteration 0F: 2 clusters Score -1.327982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -13234929.000000 Penalty: 13566.012695
	Iteration 0F: 3 clusters Score -1.323493e+07 nChanged 28726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -13250467.000000 Penalty: 13566.012695
	Iteration 1F: 3 clusters Score -1.325047e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -13251900.000000 Penalty: 13566.012695
	Iteration 2F: 3 clusters Score -1.32519e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -13253550.000000 Penalty: 13566.012695
	Iteration 3F: 3 clusters Score -1.325355e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -13255828.000000 Penalty: 13566.012695
	Iteration 4F: 3 clusters Score -1.325583e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -13259087.000000 Penalty: 13566.012695
	Iteration 5F: 3 clusters Score -1.325909e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -13263417.000000 Penalty: 13566.012695
	Iteration 6F: 3 clusters Score -1.326342e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -13268320.000000 Penalty: 13566.012695
	Iteration 7F: 3 clusters Score -1.326832e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -13272512.000000 Penalty: 13566.012695
	Iteration 8F: 3 clusters Score -1.327251e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -13275264.000000 Penalty: 13566.012695
	Iteration 9F: 3 clusters Score -1.327526e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -13276544.000000 Penalty: 13566.012695
	Iteration 10Q: 3 clusters Score -1.327654e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -13277452.000000 Penalty: 13566.012695
	Iteration 11Q: 3 clusters Score -1.327745e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -13278162.000000 Penalty: 13566.012695
	Iteration 12Q: 3 clusters Score -1.327816e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -13278985.000000 Penalty: 13566.012695
	Iteration 13Q: 3 clusters Score -1.327898e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -13279643.000000 Penalty: 13566.012695
	Iteration 14Q: 3 clusters Score -1.327964e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -13280086.000000 Penalty: 13566.012695
	Iteration 15Q: 3 clusters Score -1.328009e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -13280502.000000 Penalty: 13566.012695
	Iteration 16Q: 3 clusters Score -1.32805e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -13280805.000000 Penalty: 13566.012695
	Iteration 17Q: 3 clusters Score -1.32808e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -13281073.000000 Penalty: 13566.012695
	Iteration 18Q: 3 clusters Score -1.328107e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -13281298.000000 Penalty: 13566.012695
	Iteration 19Q: 3 clusters Score -1.32813e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -13281466.000000 Penalty: 13566.012695
	Iteration 20F: 3 clusters Score -1.328147e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -13281484.000000 Penalty: 13566.012695
	Iteration 21Q: 3 clusters Score -1.328148e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -13281562.000000 Penalty: 13566.012695
	Iteration 22Q: 3 clusters Score -1.328156e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -13281653.000000 Penalty: 13566.012695
	Iteration 23Q: 3 clusters Score -1.328165e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -13281747.000000 Penalty: 13566.012695
	Iteration 24Q: 3 clusters Score -1.328175e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -13281791.000000 Penalty: 13566.012695
	Iteration 25Q: 3 clusters Score -1.328179e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -13281893.000000 Penalty: 13566.012695
	Iteration 26Q: 3 clusters Score -1.328189e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -13281967.000000 Penalty: 13566.012695
	Iteration 27Q: 3 clusters Score -1.328197e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -13282081.000000 Penalty: 13566.012695
	Iteration 28Q: 3 clusters Score -1.328208e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -13282161.000000 Penalty: 13566.012695
	Iteration 29Q: 3 clusters Score -1.328216e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -13282213.000000 Penalty: 13566.012695
	Iteration 30Q: 3 clusters Score -1.328221e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -13282319.000000 Penalty: 13566.012695
	Iteration 31Q: 3 clusters Score -1.328232e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -13282364.000000 Penalty: 13566.012695
	Iteration 32Q: 3 clusters Score -1.328236e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -13282502.000000 Penalty: 13566.012695
	Iteration 33Q: 3 clusters Score -1.32825e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -13282547.000000 Penalty: 13566.012695
	Iteration 34Q: 3 clusters Score -1.328255e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -13282658.000000 Penalty: 13566.012695
	Iteration 35Q: 3 clusters Score -1.328266e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -13282693.000000 Penalty: 13566.012695
	Iteration 36Q: 3 clusters Score -1.328269e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -13282696.000000 Penalty: 13566.012695
	Iteration 37Q: 3 clusters Score -1.32827e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -13282734.000000 Penalty: 13566.012695
	Iteration 38Q: 3 clusters Score -1.328273e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -13282765.000000 Penalty: 13566.012695
	Iteration 39Q: 3 clusters Score -1.328276e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -13282827.000000 Penalty: 13566.012695
	Iteration 40F: 3 clusters Score -1.328283e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -13282867.000000 Penalty: 13566.012695
	Iteration 41Q: 3 clusters Score -1.328287e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -13282906.000000 Penalty: 13566.012695
	Iteration 42Q: 3 clusters Score -1.328291e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -13282934.000000 Penalty: 13566.012695
	Iteration 43Q: 3 clusters Score -1.328293e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -13282934.000000 Penalty: 13566.012695
	Iteration 44Q: 3 clusters Score -1.328293e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -13282933.000000 Penalty: 13566.012695
	Iteration 45Q: 3 clusters Score -1.328293e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -13282938.000000 Penalty: 13566.012695
	Iteration 46Q: 3 clusters Score -1.328294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -13282957.000000 Penalty: 13566.012695
	Iteration 47Q: 3 clusters Score -1.328296e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -13282937.000000 Penalty: 13566.012695
	Iteration 48Q: 3 clusters Score -1.328294e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -13282907.000000 Penalty: 13566.012695
	Iteration 49Q: 3 clusters Score -1.328291e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -13282892.000000 Penalty: 13566.012695
	Iteration 50Q: 3 clusters Score -1.328289e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -13282909.000000 Penalty: 13566.012695
	Iteration 51Q: 3 clusters Score -1.328291e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -13282908.000000 Penalty: 13566.012695
	Iteration 52Q: 3 clusters Score -1.328291e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -13282904.000000 Penalty: 13566.012695
	Iteration 53Q: 3 clusters Score -1.32829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -13282887.000000 Penalty: 13566.012695
	Iteration 54Q: 3 clusters Score -1.328289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -13282878.000000 Penalty: 13566.012695
	Iteration 55Q: 3 clusters Score -1.328288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -13282900.000000 Penalty: 13566.012695
	Iteration 56Q: 3 clusters Score -1.32829e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -13282902.000000 Penalty: 13566.012695
	Iteration 57Q: 3 clusters Score -1.32829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -13282903.000000 Penalty: 13566.012695
	Iteration 58Q: 3 clusters Score -1.32829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -13282898.000000 Penalty: 13566.012695
	Iteration 59Q: 3 clusters Score -1.32829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -13282904.000000 Penalty: 13566.012695
	Iteration 60F: 3 clusters Score -1.32829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -13282905.000000 Penalty: 13566.012695
	Iteration 61Q: 3 clusters Score -1.32829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -13282915.000000 Penalty: 13566.012695
	Iteration 62Q: 3 clusters Score -1.328292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -13282924.000000 Penalty: 13566.012695
	Iteration 63Q: 3 clusters Score -1.328292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -13282914.000000 Penalty: 13566.012695
	Iteration 64Q: 3 clusters Score -1.328291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -13282916.000000 Penalty: 13566.012695
	Iteration 65Q: 3 clusters Score -1.328292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -13282925.000000 Penalty: 13566.012695
	Iteration 66Q: 3 clusters Score -1.328292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -13282939.000000 Penalty: 13566.012695
	Iteration 67Q: 3 clusters Score -1.328294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -13282932.000000 Penalty: 13566.012695
	Iteration 68Q: 3 clusters Score -1.328293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -13282948.000000 Penalty: 13566.012695
	Iteration 69Q: 3 clusters Score -1.328295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -13282941.000000 Penalty: 13566.012695
	Iteration 70Q: 3 clusters Score -1.328294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -13282937.000000 Penalty: 13566.012695
	Iteration 71Q: 3 clusters Score -1.328294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -13282942.000000 Penalty: 13566.012695
	Iteration 72Q: 3 clusters Score -1.328294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -13282957.000000 Penalty: 13566.012695
	Iteration 73Q: 3 clusters Score -1.328296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -13282957.000000 Penalty: 13566.012695
	Iteration 74Q: 3 clusters Score -1.328296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -13282951.000000 Penalty: 13566.012695
	Iteration 75Q: 3 clusters Score -1.328295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -13282951.000000 Penalty: 13566.012695
	Iteration 76Q: 3 clusters Score -1.328295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -13282953.000000 Penalty: 13566.012695
	Iteration 77Q: 3 clusters Score -1.328295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -13282938.000000 Penalty: 13566.012695
	Iteration 78Q: 3 clusters Score -1.328294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -13282943.000000 Penalty: 13566.012695
	Iteration 79Q: 3 clusters Score -1.328294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -13282955.000000 Penalty: 13566.012695
	Iteration 80F: 3 clusters Score -1.328296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -13282946.000000 Penalty: 13566.012695
	Iteration 81Q: 3 clusters Score -1.328295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -13282947.000000 Penalty: 13566.012695
	Iteration 82Q: 3 clusters Score -1.328295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -13282933.000000 Penalty: 13566.012695
	Iteration 83Q: 3 clusters Score -1.328293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -13282925.000000 Penalty: 13566.012695
	Iteration 84Q: 3 clusters Score -1.328292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -13282925.000000 Penalty: 13566.012695
	Iteration 85Q: 3 clusters Score -1.328292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -13282933.000000 Penalty: 13566.012695
	Iteration 86Q: 3 clusters Score -1.328293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -13282940.000000 Penalty: 13566.012695
	Iteration 87Q: 3 clusters Score -1.328294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -13282948.000000 Penalty: 13566.012695
	Iteration 88Q: 3 clusters Score -1.328295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -13282939.000000 Penalty: 13566.012695
	Iteration 89Q: 3 clusters Score -1.328294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -13282945.000000 Penalty: 13566.012695
	Iteration 90Q: 3 clusters Score -1.328294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -13282949.000000 Penalty: 13566.012695
	Iteration 91Q: 3 clusters Score -1.328295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -13282953.000000 Penalty: 13566.012695
	Iteration 92Q: 3 clusters Score -1.328295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -13282951.000000 Penalty: 13566.012695
	Iteration 93Q: 3 clusters Score -1.328295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -13282951.000000 Penalty: 13566.012695
	Iteration 94F: 3 clusters Score -1.328295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 18591 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 18435 members 
Mstep: Class 7 contains 99401 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7717 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24383 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11250 members 
Mstep: Class 16 contains 88134 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19968 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 13276 members 
Mstep: Class 21 contains 21985 members 
Mstep: Class 22 contains 61687 members 
Entering Unmasked Estep 
Score: -89415888.000000 Penalty: 175162.671875
Splitting cluster 1 changes total score from -89413416.000000 to -89415888.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (18591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Entering Unmasked Estep 
Score: -3679371.500000 Penalty: 6021.140137
	Iteration 0F: 2 clusters Score -3679372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3663726.500000 Penalty: 12042.280273
	Iteration 0F: 3 clusters Score -3663726 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3667685.750000 Penalty: 12042.280273
	Iteration 1F: 3 clusters Score -3667686 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3668356.750000 Penalty: 12042.280273
	Iteration 2F: 3 clusters Score -3668357 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3668830.000000 Penalty: 12042.280273
	Iteration 3F: 3 clusters Score -3668830 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3669189.750000 Penalty: 12042.280273
	Iteration 4Q: 3 clusters Score -3669190 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3669526.250000 Penalty: 12042.280273
	Iteration 5Q: 3 clusters Score -3669526 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3669852.000000 Penalty: 12042.280273
	Iteration 6Q: 3 clusters Score -3669852 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3670177.500000 Penalty: 12042.280273
	Iteration 7Q: 3 clusters Score -3670178 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3670447.750000 Penalty: 12042.280273
	Iteration 8Q: 3 clusters Score -3670448 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3670704.250000 Penalty: 12042.280273
	Iteration 9Q: 3 clusters Score -3670704 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3670951.500000 Penalty: 12042.280273
	Iteration 10Q: 3 clusters Score -3670952 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3671225.250000 Penalty: 12042.280273
	Iteration 11Q: 3 clusters Score -3671225 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3671524.500000 Penalty: 12042.280273
	Iteration 12Q: 3 clusters Score -3671524 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3671790.000000 Penalty: 12042.280273
	Iteration 13Q: 3 clusters Score -3671790 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3672068.750000 Penalty: 12042.280273
	Iteration 14Q: 3 clusters Score -3672069 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3672329.500000 Penalty: 12042.280273
	Iteration 15Q: 3 clusters Score -3672330 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3672593.750000 Penalty: 12042.280273
	Iteration 16Q: 3 clusters Score -3672594 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3672818.000000 Penalty: 12042.280273
	Iteration 17Q: 3 clusters Score -3672818 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3673023.250000 Penalty: 12042.280273
	Iteration 18Q: 3 clusters Score -3673023 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3673225.750000 Penalty: 12042.280273
	Iteration 19Q: 3 clusters Score -3673226 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3673391.000000 Penalty: 12042.280273
	Iteration 20F: 3 clusters Score -3673391 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3673556.750000 Penalty: 12042.280273
	Iteration 21Q: 3 clusters Score -3673557 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3673732.500000 Penalty: 12042.280273
	Iteration 22Q: 3 clusters Score -3673732 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3673886.750000 Penalty: 12042.280273
	Iteration 23Q: 3 clusters Score -3673887 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3674024.750000 Penalty: 12042.280273
	Iteration 24Q: 3 clusters Score -3674025 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3674146.000000 Penalty: 12042.280273
	Iteration 25Q: 3 clusters Score -3674146 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3674226.250000 Penalty: 12042.280273
	Iteration 26Q: 3 clusters Score -3674226 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3674275.750000 Penalty: 12042.280273
	Iteration 27Q: 3 clusters Score -3674276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3674329.500000 Penalty: 12042.280273
	Iteration 28Q: 3 clusters Score -3674330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3674369.000000 Penalty: 12042.280273
	Iteration 29Q: 3 clusters Score -3674369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3674411.250000 Penalty: 12042.280273
	Iteration 30Q: 3 clusters Score -3674411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3674442.000000 Penalty: 12042.280273
	Iteration 31Q: 3 clusters Score -3674442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3674465.750000 Penalty: 12042.280273
	Iteration 32Q: 3 clusters Score -3674466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3674480.250000 Penalty: 12042.280273
	Iteration 33Q: 3 clusters Score -3674480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3674496.750000 Penalty: 12042.280273
	Iteration 34Q: 3 clusters Score -3674497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3674515.000000 Penalty: 12042.280273
	Iteration 35Q: 3 clusters Score -3674515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3674530.250000 Penalty: 12042.280273
	Iteration 36Q: 3 clusters Score -3674530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3674541.500000 Penalty: 12042.280273
	Iteration 37Q: 3 clusters Score -3674542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3674539.500000 Penalty: 12042.280273
	Iteration 38Q: 3 clusters Score -3674540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3674551.500000 Penalty: 12042.280273
	Iteration 39Q: 3 clusters Score -3674552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3674559.750000 Penalty: 12042.280273
	Iteration 40F: 3 clusters Score -3674560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3674574.750000 Penalty: 12042.280273
	Iteration 41Q: 3 clusters Score -3674575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3674585.000000 Penalty: 12042.280273
	Iteration 42Q: 3 clusters Score -3674585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3674592.750000 Penalty: 12042.280273
	Iteration 43Q: 3 clusters Score -3674593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3674606.750000 Penalty: 12042.280273
	Iteration 44Q: 3 clusters Score -3674607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3674609.000000 Penalty: 12042.280273
	Iteration 45Q: 3 clusters Score -3674609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3674621.750000 Penalty: 12042.280273
	Iteration 46Q: 3 clusters Score -3674622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3674629.250000 Penalty: 12042.280273
	Iteration 47Q: 3 clusters Score -3674629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3674630.500000 Penalty: 12042.280273
	Iteration 48Q: 3 clusters Score -3674630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3674626.250000 Penalty: 12042.280273
	Iteration 49Q: 3 clusters Score -3674626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3674630.500000 Penalty: 12042.280273
	Iteration 50Q: 3 clusters Score -3674630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3674629.000000 Penalty: 12042.280273
	Iteration 51Q: 3 clusters Score -3674629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3674627.000000 Penalty: 12042.280273
	Iteration 52Q: 3 clusters Score -3674627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3674634.250000 Penalty: 12042.280273
	Iteration 53Q: 3 clusters Score -3674634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3674630.250000 Penalty: 12042.280273
	Iteration 54Q: 3 clusters Score -3674630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3674627.500000 Penalty: 12042.280273
	Iteration 55Q: 3 clusters Score -3674628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3674629.500000 Penalty: 12042.280273
	Iteration 56Q: 3 clusters Score -3674630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3674631.000000 Penalty: 12042.280273
	Iteration 57Q: 3 clusters Score -3674631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3674629.250000 Penalty: 12042.280273
	Iteration 58Q: 3 clusters Score -3674629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3674629.250000 Penalty: 12042.280273
	Iteration 59F: 3 clusters Score -3674629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -104362.453125 Penalty: 3917.097900
	Iteration 0F: 2 clusters Score -104362.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -101075.210938 Penalty: 7834.195801
	Iteration 0F: 3 clusters Score -101075.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -101622.453125 Penalty: 7834.195801
	Iteration 1F: 3 clusters Score -101622.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101946.781250 Penalty: 7834.195801
	Iteration 2F: 3 clusters Score -101946.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -102207.335938 Penalty: 7834.195801
	Iteration 3F: 3 clusters Score -102207.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -102354.843750 Penalty: 7834.195801
	Iteration 4Q: 3 clusters Score -102354.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -102595.359375 Penalty: 7834.195801
	Iteration 5Q: 3 clusters Score -102595.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -102800.898438 Penalty: 7834.195801
	Iteration 6Q: 3 clusters Score -102800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -102858.789062 Penalty: 7834.195801
	Iteration 7Q: 3 clusters Score -102858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -102858.789062 Penalty: 7834.195801
	Iteration 8F: 3 clusters Score -102858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -168911.531250 Penalty: 4200.227051
	Iteration 0F: 2 clusters Score -168911.5 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 481 members 
Entering Unmasked Estep 
Score: -164992.718750 Penalty: 8400.454102
	Iteration 0F: 3 clusters Score -164992.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -165582.593750 Penalty: 8400.454102
	Iteration 1F: 3 clusters Score -165582.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -166078.406250 Penalty: 8400.454102
	Iteration 2F: 3 clusters Score -166078.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -167007.140625 Penalty: 8400.454102
	Iteration 3F: 3 clusters Score -167007.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -167388.578125 Penalty: 8400.454102
	Iteration 4F: 3 clusters Score -167388.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -167945.546875 Penalty: 8400.454102
	Iteration 5F: 3 clusters Score -167945.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -168210.750000 Penalty: 8400.454102
	Iteration 6Q: 3 clusters Score -168210.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -168478.390625 Penalty: 8400.454102
	Iteration 7Q: 3 clusters Score -168478.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -168755.906250 Penalty: 8400.454102
	Iteration 8Q: 3 clusters Score -168755.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -168996.468750 Penalty: 8400.454102
	Iteration 9Q: 3 clusters Score -168996.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -169123.296875 Penalty: 8400.454102
	Iteration 10Q: 3 clusters Score -169123.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -169312.437500 Penalty: 8400.454102
	Iteration 11Q: 3 clusters Score -169312.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -169555.296875 Penalty: 8400.454102
	Iteration 12Q: 3 clusters Score -169555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -169638.437500 Penalty: 8400.454102
	Iteration 13Q: 3 clusters Score -169638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -169718.140625 Penalty: 8400.454102
	Iteration 14Q: 3 clusters Score -169718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -169734.484375 Penalty: 8400.454102
	Iteration 15Q: 3 clusters Score -169734.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -169734.484375 Penalty: 8400.454102
	Iteration 16F: 3 clusters Score -169734.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 18591 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 308 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 18435 members 
Mstep: Class 7 contains 99401 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7717 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24383 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11250 members 
Mstep: Class 16 contains 88134 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19968 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 13276 members 
Mstep: Class 21 contains 21985 members 
Mstep: Class 22 contains 61687 members 
Mstep: Class 23 contains 643 members 
Entering Unmasked Estep 
Score: -89412904.000000 Penalty: 183124.609375
Splitting cluster 4 changes total score from -89413416.000000 to -89412904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Entering Unmasked Estep 
Score: -1216200.750000 Penalty: 5316.183105
	Iteration 0F: 2 clusters Score -1216201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1208485.250000 Penalty: 10632.366211
	Iteration 0F: 3 clusters Score -1208485 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1209736.750000 Penalty: 10632.366211
	Iteration 1F: 3 clusters Score -1209737 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1210083.250000 Penalty: 10632.366211
	Iteration 2F: 3 clusters Score -1210083 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1210287.500000 Penalty: 10632.366211
	Iteration 3Q: 3 clusters Score -1210288 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1210413.000000 Penalty: 10632.366211
	Iteration 4Q: 3 clusters Score -1210413 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1210508.375000 Penalty: 10632.366211
	Iteration 5Q: 3 clusters Score -1210508 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1210578.000000 Penalty: 10632.366211
	Iteration 6Q: 3 clusters Score -1210578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1210625.625000 Penalty: 10632.366211
	Iteration 7Q: 3 clusters Score -1210626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1210657.000000 Penalty: 10632.366211
	Iteration 8Q: 3 clusters Score -1210657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1210689.875000 Penalty: 10632.366211
	Iteration 9Q: 3 clusters Score -1210690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1210712.875000 Penalty: 10632.366211
	Iteration 10Q: 3 clusters Score -1210713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1210737.625000 Penalty: 10632.366211
	Iteration 11Q: 3 clusters Score -1210738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1210756.000000 Penalty: 10632.366211
	Iteration 12Q: 3 clusters Score -1210756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1210774.250000 Penalty: 10632.366211
	Iteration 13Q: 3 clusters Score -1210774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1210790.250000 Penalty: 10632.366211
	Iteration 14Q: 3 clusters Score -1210790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1210799.750000 Penalty: 10632.366211
	Iteration 15Q: 3 clusters Score -1210800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1210816.125000 Penalty: 10632.366211
	Iteration 16Q: 3 clusters Score -1210816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1210822.750000 Penalty: 10632.366211
	Iteration 17Q: 3 clusters Score -1210823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1210839.375000 Penalty: 10632.366211
	Iteration 18Q: 3 clusters Score -1210839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1210852.500000 Penalty: 10632.366211
	Iteration 19Q: 3 clusters Score -1210852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1210863.750000 Penalty: 10632.366211
	Iteration 20F: 3 clusters Score -1210864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1210873.750000 Penalty: 10632.366211
	Iteration 21Q: 3 clusters Score -1210874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1210879.375000 Penalty: 10632.366211
	Iteration 22Q: 3 clusters Score -1210879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1210879.750000 Penalty: 10632.366211
	Iteration 23Q: 3 clusters Score -1210880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1210884.375000 Penalty: 10632.366211
	Iteration 24Q: 3 clusters Score -1210884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1210889.750000 Penalty: 10632.366211
	Iteration 25Q: 3 clusters Score -1210890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1210891.750000 Penalty: 10632.366211
	Iteration 26Q: 3 clusters Score -1210892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1210896.500000 Penalty: 10632.366211
	Iteration 27Q: 3 clusters Score -1210896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1210900.750000 Penalty: 10632.366211
	Iteration 28Q: 3 clusters Score -1210901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1210905.375000 Penalty: 10632.366211
	Iteration 29Q: 3 clusters Score -1210905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1210909.125000 Penalty: 10632.366211
	Iteration 30Q: 3 clusters Score -1210909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1210910.625000 Penalty: 10632.366211
	Iteration 31Q: 3 clusters Score -1210911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1210913.125000 Penalty: 10632.366211
	Iteration 32Q: 3 clusters Score -1210913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1210915.250000 Penalty: 10632.366211
	Iteration 33Q: 3 clusters Score -1210915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1210916.750000 Penalty: 10632.366211
	Iteration 34Q: 3 clusters Score -1210917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1210917.000000 Penalty: 10632.366211
	Iteration 35Q: 3 clusters Score -1210917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1210917.000000 Penalty: 10632.366211
	Iteration 36F: 3 clusters Score -1210917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Entering Unmasked Estep 
Score: -3644265.750000 Penalty: 6015.979004
	Iteration 0F: 2 clusters Score -3644266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3628677.750000 Penalty: 12031.958008
	Iteration 0F: 3 clusters Score -3628678 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3632728.000000 Penalty: 12031.958008
	Iteration 1F: 3 clusters Score -3632728 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3633368.250000 Penalty: 12031.958008
	Iteration 2F: 3 clusters Score -3633368 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3633796.000000 Penalty: 12031.958008
	Iteration 3Q: 3 clusters Score -3633796 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3634139.250000 Penalty: 12031.958008
	Iteration 4Q: 3 clusters Score -3634139 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3634417.000000 Penalty: 12031.958008
	Iteration 5Q: 3 clusters Score -3634417 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3634714.750000 Penalty: 12031.958008
	Iteration 6Q: 3 clusters Score -3634715 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3635105.000000 Penalty: 12031.958008
	Iteration 7Q: 3 clusters Score -3635105 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3635507.250000 Penalty: 12031.958008
	Iteration 8Q: 3 clusters Score -3635507 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3635980.000000 Penalty: 12031.958008
	Iteration 9Q: 3 clusters Score -3635980 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3636495.000000 Penalty: 12031.958008
	Iteration 10Q: 3 clusters Score -3636495 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3637040.750000 Penalty: 12031.958008
	Iteration 11Q: 3 clusters Score -3637041 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3637627.500000 Penalty: 12031.958008
	Iteration 12Q: 3 clusters Score -3637628 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3638154.250000 Penalty: 12031.958008
	Iteration 13Q: 3 clusters Score -3638154 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3638538.250000 Penalty: 12031.958008
	Iteration 14Q: 3 clusters Score -3638538 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3638787.000000 Penalty: 12031.958008
	Iteration 15Q: 3 clusters Score -3638787 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3638929.000000 Penalty: 12031.958008
	Iteration 16Q: 3 clusters Score -3638929 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3639029.500000 Penalty: 12031.958008
	Iteration 17Q: 3 clusters Score -3639030 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3639088.250000 Penalty: 12031.958008
	Iteration 18Q: 3 clusters Score -3639088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3639147.750000 Penalty: 12031.958008
	Iteration 19Q: 3 clusters Score -3639148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3639162.250000 Penalty: 12031.958008
	Iteration 20F: 3 clusters Score -3639162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3639191.750000 Penalty: 12031.958008
	Iteration 21Q: 3 clusters Score -3639192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3639216.250000 Penalty: 12031.958008
	Iteration 22Q: 3 clusters Score -3639216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3639220.500000 Penalty: 12031.958008
	Iteration 23Q: 3 clusters Score -3639220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3639231.500000 Penalty: 12031.958008
	Iteration 24Q: 3 clusters Score -3639232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3639241.000000 Penalty: 12031.958008
	Iteration 25Q: 3 clusters Score -3639241 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3639256.250000 Penalty: 12031.958008
	Iteration 26Q: 3 clusters Score -3639256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3639261.750000 Penalty: 12031.958008
	Iteration 27Q: 3 clusters Score -3639262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -3639275.500000 Penalty: 12031.958008
	Iteration 28Q: 3 clusters Score -3639276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3639286.750000 Penalty: 12031.958008
	Iteration 29Q: 3 clusters Score -3639287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3639279.250000 Penalty: 12031.958008
	Iteration 30Q: 3 clusters Score -3639279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3639286.000000 Penalty: 12031.958008
	Iteration 31Q: 3 clusters Score -3639286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3639292.500000 Penalty: 12031.958008
	Iteration 32Q: 3 clusters Score -3639292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3639290.250000 Penalty: 12031.958008
	Iteration 33Q: 3 clusters Score -3639290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3639293.750000 Penalty: 12031.958008
	Iteration 34Q: 3 clusters Score -3639294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3639307.250000 Penalty: 12031.958008
	Iteration 35Q: 3 clusters Score -3639307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3639318.500000 Penalty: 12031.958008
	Iteration 36Q: 3 clusters Score -3639318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3639320.750000 Penalty: 12031.958008
	Iteration 37Q: 3 clusters Score -3639321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3639330.000000 Penalty: 12031.958008
	Iteration 38Q: 3 clusters Score -3639330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3639330.000000 Penalty: 12031.958008
	Iteration 39Q: 3 clusters Score -3639330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3639336.000000 Penalty: 12031.958008
	Iteration 40F: 3 clusters Score -3639336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3639341.500000 Penalty: 12031.958008
	Iteration 41Q: 3 clusters Score -3639342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3639338.750000 Penalty: 12031.958008
	Iteration 42Q: 3 clusters Score -3639339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3639340.500000 Penalty: 12031.958008
	Iteration 43Q: 3 clusters Score -3639340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3639346.000000 Penalty: 12031.958008
	Iteration 44Q: 3 clusters Score -3639346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3639343.250000 Penalty: 12031.958008
	Iteration 45Q: 3 clusters Score -3639343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3639337.000000 Penalty: 12031.958008
	Iteration 46Q: 3 clusters Score -3639337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3639338.500000 Penalty: 12031.958008
	Iteration 47Q: 3 clusters Score -3639338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3639336.750000 Penalty: 12031.958008
	Iteration 48Q: 3 clusters Score -3639337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3639338.500000 Penalty: 12031.958008
	Iteration 49Q: 3 clusters Score -3639338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3639335.750000 Penalty: 12031.958008
	Iteration 50Q: 3 clusters Score -3639336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3639338.750000 Penalty: 12031.958008
	Iteration 51Q: 3 clusters Score -3639339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3639338.750000 Penalty: 12031.958008
	Iteration 52F: 3 clusters Score -3639339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (99401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Entering Unmasked Estep 
Score: -20510782.000000 Penalty: 7047.986816
	Iteration 0F: 2 clusters Score -2.051078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -20442760.000000 Penalty: 14095.973633
	Iteration 0F: 3 clusters Score -2.044276e+07 nChanged 45295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -20467672.000000 Penalty: 14095.973633
	Iteration 1F: 3 clusters Score -2.046767e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -20469228.000000 Penalty: 14095.973633
	Iteration 2Q: 3 clusters Score -2.046923e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -20470616.000000 Penalty: 14095.973633
	Iteration 3Q: 3 clusters Score -2.047062e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -20472156.000000 Penalty: 14095.973633
	Iteration 4Q: 3 clusters Score -2.047216e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -20474016.000000 Penalty: 14095.973633
	Iteration 5Q: 3 clusters Score -2.047402e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -20476402.000000 Penalty: 14095.973633
	Iteration 6Q: 3 clusters Score -2.04764e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -20478912.000000 Penalty: 14095.973633
	Iteration 7F: 3 clusters Score -2.047891e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -20481898.000000 Penalty: 14095.973633
	Iteration 8F: 3 clusters Score -2.04819e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -20485018.000000 Penalty: 14095.973633
	Iteration 9F: 3 clusters Score -2.048502e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -20488184.000000 Penalty: 14095.973633
	Iteration 10Q: 3 clusters Score -2.048818e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -20491270.000000 Penalty: 14095.973633
	Iteration 11Q: 3 clusters Score -2.049127e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -20494696.000000 Penalty: 14095.973633
	Iteration 12Q: 3 clusters Score -2.04947e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -20498182.000000 Penalty: 14095.973633
	Iteration 13Q: 3 clusters Score -2.049818e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -20501028.000000 Penalty: 14095.973633
	Iteration 14Q: 3 clusters Score -2.050103e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -20502926.000000 Penalty: 14095.973633
	Iteration 15Q: 3 clusters Score -2.050293e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -20504020.000000 Penalty: 14095.973633
	Iteration 16Q: 3 clusters Score -2.050402e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -20504716.000000 Penalty: 14095.973633
	Iteration 17Q: 3 clusters Score -2.050472e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -20505238.000000 Penalty: 14095.973633
	Iteration 18Q: 3 clusters Score -2.050524e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -20505610.000000 Penalty: 14095.973633
	Iteration 19Q: 3 clusters Score -2.050561e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -20505824.000000 Penalty: 14095.973633
	Iteration 20F: 3 clusters Score -2.050582e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -20506030.000000 Penalty: 14095.973633
	Iteration 21Q: 3 clusters Score -2.050603e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -20506202.000000 Penalty: 14095.973633
	Iteration 22Q: 3 clusters Score -2.05062e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
Score: -20506360.000000 Penalty: 14095.973633
	Iteration 23Q: 3 clusters Score -2.050636e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -20506498.000000 Penalty: 14095.973633
	Iteration 24Q: 3 clusters Score -2.05065e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -20506554.000000 Penalty: 14095.973633
	Iteration 25Q: 3 clusters Score -2.050655e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -20506692.000000 Penalty: 14095.973633
	Iteration 26Q: 3 clusters Score -2.050669e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -20506726.000000 Penalty: 14095.973633
	Iteration 27Q: 3 clusters Score -2.050673e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 88070 members 
Entering Unmasked Estep 
Score: -20506814.000000 Penalty: 14095.973633
	Iteration 28Q: 3 clusters Score -2.050681e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -20506832.000000 Penalty: 14095.973633
	Iteration 29Q: 3 clusters Score -2.050683e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -20506826.000000 Penalty: 14095.973633
	Iteration 30Q: 3 clusters Score -2.050683e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -20506934.000000 Penalty: 14095.973633
	Iteration 31Q: 3 clusters Score -2.050693e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -20506962.000000 Penalty: 14095.973633
	Iteration 32Q: 3 clusters Score -2.050696e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -20506968.000000 Penalty: 14095.973633
	Iteration 33Q: 3 clusters Score -2.050697e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -20507044.000000 Penalty: 14095.973633
	Iteration 34Q: 3 clusters Score -2.050704e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -20507068.000000 Penalty: 14095.973633
	Iteration 35Q: 3 clusters Score -2.050707e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -20507050.000000 Penalty: 14095.973633
	Iteration 36Q: 3 clusters Score -2.050705e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -20507056.000000 Penalty: 14095.973633
	Iteration 37Q: 3 clusters Score -2.050706e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 89759 members 
Entering Unmasked Estep 
Score: -20507102.000000 Penalty: 14095.973633
	Iteration 38Q: 3 clusters Score -2.05071e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -20507134.000000 Penalty: 14095.973633
	Iteration 39Q: 3 clusters Score -2.050713e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -20507164.000000 Penalty: 14095.973633
	Iteration 40F: 3 clusters Score -2.050716e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -20507176.000000 Penalty: 14095.973633
	Iteration 41Q: 3 clusters Score -2.050718e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -20507164.000000 Penalty: 14095.973633
	Iteration 42Q: 3 clusters Score -2.050716e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -20507174.000000 Penalty: 14095.973633
	Iteration 43Q: 3 clusters Score -2.050717e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -20507174.000000 Penalty: 14095.973633
	Iteration 44Q: 3 clusters Score -2.050717e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -20507150.000000 Penalty: 14095.973633
	Iteration 45Q: 3 clusters Score -2.050715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -20507150.000000 Penalty: 14095.973633
	Iteration 46Q: 3 clusters Score -2.050715e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -20507176.000000 Penalty: 14095.973633
	Iteration 47Q: 3 clusters Score -2.050718e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 90426 members 
Entering Unmasked Estep 
Score: -20507202.000000 Penalty: 14095.973633
	Iteration 48Q: 3 clusters Score -2.05072e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 90482 members 
Entering Unmasked Estep 
Score: -20507204.000000 Penalty: 14095.973633
	Iteration 49Q: 3 clusters Score -2.05072e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -20507186.000000 Penalty: 14095.973633
	Iteration 50Q: 3 clusters Score -2.050719e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -20507210.000000 Penalty: 14095.973633
	Iteration 51Q: 3 clusters Score -2.050721e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -20507252.000000 Penalty: 14095.973633
	Iteration 52Q: 3 clusters Score -2.050725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -20507254.000000 Penalty: 14095.973633
	Iteration 53Q: 3 clusters Score -2.050725e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
Score: -20507250.000000 Penalty: 14095.973633
	Iteration 54Q: 3 clusters Score -2.050725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -20507286.000000 Penalty: 14095.973633
	Iteration 55Q: 3 clusters Score -2.050729e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -20507318.000000 Penalty: 14095.973633
	Iteration 56Q: 3 clusters Score -2.050732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 90750 members 
Entering Unmasked Estep 
Score: -20507322.000000 Penalty: 14095.973633
	Iteration 57Q: 3 clusters Score -2.050732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -20507318.000000 Penalty: 14095.973633
	Iteration 58Q: 3 clusters Score -2.050732e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -20507322.000000 Penalty: 14095.973633
	Iteration 59Q: 3 clusters Score -2.050732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -20507314.000000 Penalty: 14095.973633
	Iteration 60F: 3 clusters Score -2.050731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -20507316.000000 Penalty: 14095.973633
	Iteration 61Q: 3 clusters Score -2.050732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -20507318.000000 Penalty: 14095.973633
	Iteration 62Q: 3 clusters Score -2.050732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 90896 members 
Entering Unmasked Estep 
Score: -20507316.000000 Penalty: 14095.973633
	Iteration 63Q: 3 clusters Score -2.050732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -20507306.000000 Penalty: 14095.973633
	Iteration 64Q: 3 clusters Score -2.050731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -20507328.000000 Penalty: 14095.973633
	Iteration 65Q: 3 clusters Score -2.050733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -20507324.000000 Penalty: 14095.973633
	Iteration 66Q: 3 clusters Score -2.050732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 90961 members 
Entering Unmasked Estep 
Score: -20507324.000000 Penalty: 14095.973633
	Iteration 67Q: 3 clusters Score -2.050732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 90974 members 
Entering Unmasked Estep 
Score: -20507324.000000 Penalty: 14095.973633
	Iteration 68Q: 3 clusters Score -2.050732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 90984 members 
Entering Unmasked Estep 
Score: -20507324.000000 Penalty: 14095.973633
	Iteration 69Q: 3 clusters Score -2.050732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -20507338.000000 Penalty: 14095.973633
	Iteration 70Q: 3 clusters Score -2.050734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -20507342.000000 Penalty: 14095.973633
	Iteration 71Q: 3 clusters Score -2.050734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -20507324.000000 Penalty: 14095.973633
	Iteration 72Q: 3 clusters Score -2.050732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -20507328.000000 Penalty: 14095.973633
	Iteration 73Q: 3 clusters Score -2.050733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -20507340.000000 Penalty: 14095.973633
	Iteration 74Q: 3 clusters Score -2.050734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -20507334.000000 Penalty: 14095.973633
	Iteration 75Q: 3 clusters Score -2.050733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -20507330.000000 Penalty: 14095.973633
	Iteration 76Q: 3 clusters Score -2.050733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -20507340.000000 Penalty: 14095.973633
	Iteration 77Q: 3 clusters Score -2.050734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -20507338.000000 Penalty: 14095.973633
	Iteration 78Q: 3 clusters Score -2.050734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -20507316.000000 Penalty: 14095.973633
	Iteration 79Q: 3 clusters Score -2.050732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -20507326.000000 Penalty: 14095.973633
	Iteration 80F: 3 clusters Score -2.050733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -20507322.000000 Penalty: 14095.973633
	Iteration 81Q: 3 clusters Score -2.050732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -20507314.000000 Penalty: 14095.973633
	Iteration 82Q: 3 clusters Score -2.050731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -20507304.000000 Penalty: 14095.973633
	Iteration 83Q: 3 clusters Score -2.05073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -20507310.000000 Penalty: 14095.973633
	Iteration 84Q: 3 clusters Score -2.050731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -20507318.000000 Penalty: 14095.973633
	Iteration 85Q: 3 clusters Score -2.050732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -20507292.000000 Penalty: 14095.973633
	Iteration 86Q: 3 clusters Score -2.050729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -20507324.000000 Penalty: 14095.973633
	Iteration 87Q: 3 clusters Score -2.050732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -20507342.000000 Penalty: 14095.973633
	Iteration 88Q: 3 clusters Score -2.050734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -20507356.000000 Penalty: 14095.973633
	Iteration 89Q: 3 clusters Score -2.050736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -20507328.000000 Penalty: 14095.973633
	Iteration 90Q: 3 clusters Score -2.050733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -20507334.000000 Penalty: 14095.973633
	Iteration 91Q: 3 clusters Score -2.050733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -20507334.000000 Penalty: 14095.973633
	Iteration 92Q: 3 clusters Score -2.050733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 91142 members 
Entering Unmasked Estep 
Score: -20507332.000000 Penalty: 14095.973633
	Iteration 93Q: 3 clusters Score -2.050733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -20507336.000000 Penalty: 14095.973633
	Iteration 94Q: 3 clusters Score -2.050734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -20507318.000000 Penalty: 14095.973633
	Iteration 95Q: 3 clusters Score -2.050732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -20507326.000000 Penalty: 14095.973633
	Iteration 96Q: 3 clusters Score -2.050733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 91152 members 
Entering Unmasked Estep 
Score: -20507310.000000 Penalty: 14095.973633
	Iteration 97Q: 3 clusters Score -2.050731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -20507324.000000 Penalty: 14095.973633
	Iteration 98Q: 3 clusters Score -2.050732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 91155 members 
Entering Unmasked Estep 
Score: -20507322.000000 Penalty: 14095.973633
	Iteration 99Q: 3 clusters Score -2.050732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -20507312.000000 Penalty: 14095.973633
	Iteration 100F: 3 clusters Score -2.050731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -20507318.000000 Penalty: 14095.973633
	Iteration 101Q: 3 clusters Score -2.050732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
Score: -20507322.000000 Penalty: 14095.973633
	Iteration 102Q: 3 clusters Score -2.050732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -20507314.000000 Penalty: 14095.973633
	Iteration 103Q: 3 clusters Score -2.050731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -20507320.000000 Penalty: 14095.973633
	Iteration 104Q: 3 clusters Score -2.050732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -20507334.000000 Penalty: 14095.973633
	Iteration 105Q: 3 clusters Score -2.050733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -20507334.000000 Penalty: 14095.973633
	Iteration 106F: 3 clusters Score -2.050733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102467.562500 Penalty: 3872.571045
	Iteration 0F: 2 clusters Score -102467.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -98975.578125 Penalty: 7745.142090
	Iteration 0F: 3 clusters Score -98975.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99227.039062 Penalty: 7745.142090
	Iteration 1F: 3 clusters Score -99227.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -99330.312500 Penalty: 7745.142090
	Iteration 2Q: 3 clusters Score -99330.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99389.468750 Penalty: 7745.142090
	Iteration 3Q: 3 clusters Score -99389.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99465.226562 Penalty: 7745.142090
	Iteration 4Q: 3 clusters Score -99465.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -99534.203125 Penalty: 7745.142090
	Iteration 5Q: 3 clusters Score -99534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -99564.828125 Penalty: 7745.142090
	Iteration 6Q: 3 clusters Score -99564.83 nChanged 7
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: -99606.039062 Penalty: 7745.142090
	Iteration 7Q: 3 clusters Score -99606.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99627.476562 Penalty: 7745.142090
	Iteration 8Q: 3 clusters Score -99627.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99681.406250 Penalty: 7745.142090
	Iteration 9Q: 3 clusters Score -99681.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -99719.265625 Penalty: 7745.142090
	Iteration 10Q: 3 clusters Score -99719.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99755.632812 Penalty: 7745.142090
	Iteration 11Q: 3 clusters Score -99755.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99759.726562 Penalty: 7745.142090
	Iteration 12Q: 3 clusters Score -99759.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99767.703125 Penalty: 7745.142090
	Iteration 13Q: 3 clusters Score -99767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99773.828125 Penalty: 7745.142090
	Iteration 14Q: 3 clusters Score -99773.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99773.828125 Penalty: 7745.142090
	Iteration 15F: 3 clusters Score -99773.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Entering Unmasked Estep 
Score: -1530359.375000 Penalty: 5482.598633
	Iteration 0F: 2 clusters Score -1530359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1521659.125000 Penalty: 10965.197266
	Iteration 0F: 3 clusters Score -1521659 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1523388.125000 Penalty: 10965.197266
	Iteration 1F: 3 clusters Score -1523388 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1524022.375000 Penalty: 10965.197266
	Iteration 2F: 3 clusters Score -1524022 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1524977.375000 Penalty: 10965.197266
	Iteration 3F: 3 clusters Score -1524977 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1526324.500000 Penalty: 10965.197266
	Iteration 4F: 3 clusters Score -1526324 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1527547.000000 Penalty: 10965.197266
	Iteration 5F: 3 clusters Score -1527547 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1528349.625000 Penalty: 10965.197266
	Iteration 6F: 3 clusters Score -1528350 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1529104.125000 Penalty: 10965.197266
	Iteration 7F: 3 clusters Score -1529104 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1529814.750000 Penalty: 10965.197266
	Iteration 8F: 3 clusters Score -1529815 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1530554.750000 Penalty: 10965.197266
	Iteration 9F: 3 clusters Score -1530555 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1531367.250000 Penalty: 10965.197266
	Iteration 10F: 3 clusters Score -1531367 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1532153.875000 Penalty: 10965.197266
	Iteration 11Q: 3 clusters Score -1532154 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1532782.625000 Penalty: 10965.197266
	Iteration 12Q: 3 clusters Score -1532783 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1533316.250000 Penalty: 10965.197266
	Iteration 13Q: 3 clusters Score -1533316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1533689.875000 Penalty: 10965.197266
	Iteration 14Q: 3 clusters Score -1533690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1533743.250000 Penalty: 10965.197266
	Iteration 15Q: 3 clusters Score -1533743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1533751.000000 Penalty: 10965.197266
	Iteration 16Q: 3 clusters Score -1533751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1533759.500000 Penalty: 10965.197266
	Iteration 17Q: 3 clusters Score -1533760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1533761.375000 Penalty: 10965.197266
	Iteration 18Q: 3 clusters Score -1533761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1533763.500000 Penalty: 10965.197266
	Iteration 19Q: 3 clusters Score -1533764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1533763.500000 Penalty: 10965.197266
	Iteration 20F: 3 clusters Score -1533764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 18591 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 18435 members 
Mstep: Class 7 contains 99401 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24383 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11250 members 
Mstep: Class 16 contains 88134 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19968 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 13276 members 
Mstep: Class 21 contains 21985 members 
Mstep: Class 22 contains 61687 members 
Mstep: Class 23 contains 1281 members 
Entering Unmasked Estep 
Score: -89416784.000000 Penalty: 183124.609375
Splitting cluster 9 changes total score from -89413416.000000 to -89416784.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -103591.703125 Penalty: 3847.888184
	Iteration 0F: 2 clusters Score -103591.7 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 298 members 
Entering Unmasked Estep 
Score: -100192.929688 Penalty: 7695.776367
	Iteration 0F: 3 clusters Score -100192.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100399.437500 Penalty: 7695.776367
	Iteration 1F: 3 clusters Score -100399.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100480.015625 Penalty: 7695.776367
	Iteration 2Q: 3 clusters Score -100480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100507.125000 Penalty: 7695.776367
	Iteration 3Q: 3 clusters Score -100507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100519.085938 Penalty: 7695.776367
	Iteration 4Q: 3 clusters Score -100519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100519.085938 Penalty: 7695.776367
	Iteration 5F: 3 clusters Score -100519.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -130787.718750 Penalty: 4050.697754
	Iteration 0F: 2 clusters Score -130787.7 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 358 members 
Entering Unmasked Estep 
Score: -127098.062500 Penalty: 8101.395508
	Iteration 0F: 3 clusters Score -127098.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -127495.726562 Penalty: 8101.395508
	Iteration 1F: 3 clusters Score -127495.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -127795.593750 Penalty: 8101.395508
	Iteration 2Q: 3 clusters Score -127795.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -127962.312500 Penalty: 8101.395508
	Iteration 3Q: 3 clusters Score -127962.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -128127.648438 Penalty: 8101.395508
	Iteration 4Q: 3 clusters Score -128127.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -128560.031250 Penalty: 8101.395508
	Iteration 5Q: 3 clusters Score -128560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -128791.375000 Penalty: 8101.395508
	Iteration 6Q: 3 clusters Score -128791.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -128859.156250 Penalty: 8101.395508
	Iteration 7Q: 3 clusters Score -128859.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -128916.078125 Penalty: 8101.395508
	Iteration 8Q: 3 clusters Score -128916.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -128946.414062 Penalty: 8101.395508
	Iteration 9Q: 3 clusters Score -128946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -128957.281250 Penalty: 8101.395508
	Iteration 10Q: 3 clusters Score -128957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -128967.968750 Penalty: 8101.395508
	Iteration 11Q: 3 clusters Score -128968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128986.343750 Penalty: 8101.395508
	Iteration 12Q: 3 clusters Score -128986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128986.343750 Penalty: 8101.395508
	Iteration 13F: 3 clusters Score -128986.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -99908.726562 Penalty: 3858.106445
	Iteration 0F: 2 clusters Score -99908.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -96457.429688 Penalty: 7716.212891
	Iteration 0F: 3 clusters Score -96457.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -96615.781250 Penalty: 7716.212891
	Iteration 1F: 3 clusters Score -96615.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -96660.015625 Penalty: 7716.212891
	Iteration 2Q: 3 clusters Score -96660.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -96687.617188 Penalty: 7716.212891
	Iteration 3Q: 3 clusters Score -96687.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -96707.734375 Penalty: 7716.212891
	Iteration 4Q: 3 clusters Score -96707.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -96716.304688 Penalty: 7716.212891
	Iteration 5Q: 3 clusters Score -96716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -96726.132812 Penalty: 7716.212891
	Iteration 6Q: 3 clusters Score -96726.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -96734.398438 Penalty: 7716.212891
	Iteration 7Q: 3 clusters Score -96734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -96734.398438 Penalty: 7716.212891
	Iteration 8F: 3 clusters Score -96734.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -126558.226562 Penalty: 4023.807373
	Iteration 0F: 2 clusters Score -126558.2 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 367 members 
Entering Unmasked Estep 
Score: -122955.507812 Penalty: 8047.614746
	Iteration 0F: 3 clusters Score -122955.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -123329.164062 Penalty: 8047.614746
	Iteration 1F: 3 clusters Score -123329.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -123534.625000 Penalty: 8047.614746
	Iteration 2Q: 3 clusters Score -123534.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -123652.734375 Penalty: 8047.614746
	Iteration 3Q: 3 clusters Score -123652.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -123710.156250 Penalty: 8047.614746
	Iteration 4Q: 3 clusters Score -123710.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -123784.039062 Penalty: 8047.614746
	Iteration 5Q: 3 clusters Score -123784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -123827.843750 Penalty: 8047.614746
	Iteration 6Q: 3 clusters Score -123827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -123842.429688 Penalty: 8047.614746
	Iteration 7Q: 3 clusters Score -123842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -123844.859375 Penalty: 8047.614746
	Iteration 8Q: 3 clusters Score -123844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -123849.093750 Penalty: 8047.614746
	Iteration 9Q: 3 clusters Score -123849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -123859.804688 Penalty: 8047.614746
	Iteration 10Q: 3 clusters Score -123859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123866.304688 Penalty: 8047.614746
	Iteration 11Q: 3 clusters Score -123866.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123870.156250 Penalty: 8047.614746
	Iteration 12Q: 3 clusters Score -123870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123870.156250 Penalty: 8047.614746
	Iteration 13F: 3 clusters Score -123870.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Entering Unmasked Estep 
Score: -2211566.750000 Penalty: 5713.475586
	Iteration 0F: 2 clusters Score -2211567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2200558.750000 Penalty: 11426.951172
	Iteration 0F: 3 clusters Score -2200559 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2203055.000000 Penalty: 11426.951172
	Iteration 1F: 3 clusters Score -2203055 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2203594.500000 Penalty: 11426.951172
	Iteration 2F: 3 clusters Score -2203594 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2204012.000000 Penalty: 11426.951172
	Iteration 3F: 3 clusters Score -2204012 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2204290.000000 Penalty: 11426.951172
	Iteration 4Q: 3 clusters Score -2204290 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2204529.000000 Penalty: 11426.951172
	Iteration 5Q: 3 clusters Score -2204529 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2204776.000000 Penalty: 11426.951172
	Iteration 6Q: 3 clusters Score -2204776 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2205029.250000 Penalty: 11426.951172
	Iteration 7Q: 3 clusters Score -2205029 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2205299.750000 Penalty: 11426.951172
	Iteration 8Q: 3 clusters Score -2205300 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2205564.250000 Penalty: 11426.951172
	Iteration 9Q: 3 clusters Score -2205564 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2205860.250000 Penalty: 11426.951172
	Iteration 10Q: 3 clusters Score -2205860 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2206124.250000 Penalty: 11426.951172
	Iteration 11Q: 3 clusters Score -2206124 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2206352.250000 Penalty: 11426.951172
	Iteration 12Q: 3 clusters Score -2206352 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2206514.250000 Penalty: 11426.951172
	Iteration 13Q: 3 clusters Score -2206514 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2206646.250000 Penalty: 11426.951172
	Iteration 14Q: 3 clusters Score -2206646 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2206759.000000 Penalty: 11426.951172
	Iteration 15Q: 3 clusters Score -2206759 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2206841.000000 Penalty: 11426.951172
	Iteration 16Q: 3 clusters Score -2206841 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2206903.000000 Penalty: 11426.951172
	Iteration 17Q: 3 clusters Score -2206903 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2206954.000000 Penalty: 11426.951172
	Iteration 18Q: 3 clusters Score -2206954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2207000.750000 Penalty: 11426.951172
	Iteration 19Q: 3 clusters Score -2207001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2207034.500000 Penalty: 11426.951172
	Iteration 20F: 3 clusters Score -2207034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2207054.000000 Penalty: 11426.951172
	Iteration 21Q: 3 clusters Score -2207054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2207073.750000 Penalty: 11426.951172
	Iteration 22Q: 3 clusters Score -2207074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2207097.250000 Penalty: 11426.951172
	Iteration 23Q: 3 clusters Score -2207097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2207120.750000 Penalty: 11426.951172
	Iteration 24Q: 3 clusters Score -2207121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2207142.750000 Penalty: 11426.951172
	Iteration 25Q: 3 clusters Score -2207143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2207160.000000 Penalty: 11426.951172
	Iteration 26Q: 3 clusters Score -2207160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2207188.250000 Penalty: 11426.951172
	Iteration 27Q: 3 clusters Score -2207188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2207201.000000 Penalty: 11426.951172
	Iteration 28Q: 3 clusters Score -2207201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2207203.000000 Penalty: 11426.951172
	Iteration 29Q: 3 clusters Score -2207203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2207214.750000 Penalty: 11426.951172
	Iteration 30Q: 3 clusters Score -2207215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2207221.500000 Penalty: 11426.951172
	Iteration 31Q: 3 clusters Score -2207222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2207238.250000 Penalty: 11426.951172
	Iteration 32Q: 3 clusters Score -2207238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2207240.750000 Penalty: 11426.951172
	Iteration 33Q: 3 clusters Score -2207241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2207250.250000 Penalty: 11426.951172
	Iteration 34Q: 3 clusters Score -2207250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2207251.250000 Penalty: 11426.951172
	Iteration 35Q: 3 clusters Score -2207251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2207257.500000 Penalty: 11426.951172
	Iteration 36Q: 3 clusters Score -2207258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2207256.500000 Penalty: 11426.951172
	Iteration 37Q: 3 clusters Score -2207256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2207262.750000 Penalty: 11426.951172
	Iteration 38Q: 3 clusters Score -2207263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2207269.000000 Penalty: 11426.951172
	Iteration 39Q: 3 clusters Score -2207269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2207275.000000 Penalty: 11426.951172
	Iteration 40F: 3 clusters Score -2207275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2207273.250000 Penalty: 11426.951172
	Iteration 41Q: 3 clusters Score -2207273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2207272.750000 Penalty: 11426.951172
	Iteration 42Q: 3 clusters Score -2207273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2207276.000000 Penalty: 11426.951172
	Iteration 43Q: 3 clusters Score -2207276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2207274.250000 Penalty: 11426.951172
	Iteration 44Q: 3 clusters Score -2207274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2207277.500000 Penalty: 11426.951172
	Iteration 45Q: 3 clusters Score -2207278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2207278.500000 Penalty: 11426.951172
	Iteration 46Q: 3 clusters Score -2207278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2207278.250000 Penalty: 11426.951172
	Iteration 47Q: 3 clusters Score -2207278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2207282.500000 Penalty: 11426.951172
	Iteration 48Q: 3 clusters Score -2207282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2207282.750000 Penalty: 11426.951172
	Iteration 49Q: 3 clusters Score -2207283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2207285.250000 Penalty: 11426.951172
	Iteration 50Q: 3 clusters Score -2207285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2207290.500000 Penalty: 11426.951172
	Iteration 51Q: 3 clusters Score -2207290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2207288.500000 Penalty: 11426.951172
	Iteration 52Q: 3 clusters Score -2207288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2207289.250000 Penalty: 11426.951172
	Iteration 53Q: 3 clusters Score -2207289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2207290.250000 Penalty: 11426.951172
	Iteration 54Q: 3 clusters Score -2207290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2207295.750000 Penalty: 11426.951172
	Iteration 55Q: 3 clusters Score -2207296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2207295.750000 Penalty: 11426.951172
	Iteration 56Q: 3 clusters Score -2207296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2207290.250000 Penalty: 11426.951172
	Iteration 57Q: 3 clusters Score -2207290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2207288.000000 Penalty: 11426.951172
	Iteration 58Q: 3 clusters Score -2207288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2207292.500000 Penalty: 11426.951172
	Iteration 59Q: 3 clusters Score -2207292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2207290.250000 Penalty: 11426.951172
	Iteration 60F: 3 clusters Score -2207290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2207290.000000 Penalty: 11426.951172
	Iteration 61Q: 3 clusters Score -2207290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2207288.750000 Penalty: 11426.951172
	Iteration 62Q: 3 clusters Score -2207289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2207288.750000 Penalty: 11426.951172
	Iteration 63F: 3 clusters Score -2207289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Entering Unmasked Estep 
Score: -18121990.000000 Penalty: 6974.300781
	Iteration 0F: 2 clusters Score -1.812199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -18061622.000000 Penalty: 13948.601562
	Iteration 0F: 3 clusters Score -1.806162e+07 nChanged 39951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -18083372.000000 Penalty: 13948.601562
	Iteration 1F: 3 clusters Score -1.808337e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -18084426.000000 Penalty: 13948.601562
	Iteration 2Q: 3 clusters Score -1.808443e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -18085288.000000 Penalty: 13948.601562
	Iteration 3Q: 3 clusters Score -1.808529e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -18086078.000000 Penalty: 13948.601562
	Iteration 4Q: 3 clusters Score -1.808608e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -18086922.000000 Penalty: 13948.601562
	Iteration 5Q: 3 clusters Score -1.808692e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -18088108.000000 Penalty: 13948.601562
	Iteration 6Q: 3 clusters Score -1.808811e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -18089640.000000 Penalty: 13948.601562
	Iteration 7Q: 3 clusters Score -1.808964e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -18092100.000000 Penalty: 13948.601562
	Iteration 8F: 3 clusters Score -1.80921e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -18095892.000000 Penalty: 13948.601562
	Iteration 9F: 3 clusters Score -1.809589e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -18100892.000000 Penalty: 13948.601562
	Iteration 10F: 3 clusters Score -1.810089e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -18106480.000000 Penalty: 13948.601562
	Iteration 11F: 3 clusters Score -1.810648e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -18111186.000000 Penalty: 13948.601562
	Iteration 12F: 3 clusters Score -1.811119e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -18113604.000000 Penalty: 13948.601562
	Iteration 13Q: 3 clusters Score -1.81136e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -18114718.000000 Penalty: 13948.601562
	Iteration 14Q: 3 clusters Score -1.811472e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -18115214.000000 Penalty: 13948.601562
	Iteration 15Q: 3 clusters Score -1.811521e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -18115398.000000 Penalty: 13948.601562
	Iteration 16Q: 3 clusters Score -1.81154e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -18115512.000000 Penalty: 13948.601562
	Iteration 17Q: 3 clusters Score -1.811551e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -18115586.000000 Penalty: 13948.601562
	Iteration 18Q: 3 clusters Score -1.811559e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -18115652.000000 Penalty: 13948.601562
	Iteration 19Q: 3 clusters Score -1.811565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -18115696.000000 Penalty: 13948.601562
	Iteration 20F: 3 clusters Score -1.81157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87519 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18115724.000000 Penalty: 13948.601562
	Iteration 21Q: 3 clusters Score -1.811572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18115744.000000 Penalty: 13948.601562
	Iteration 22Q: 3 clusters Score -1.811574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18115766.000000 Penalty: 13948.601562
	Iteration 23Q: 3 clusters Score -1.811577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -18115780.000000 Penalty: 13948.601562
	Iteration 24Q: 3 clusters Score -1.811578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -18115786.000000 Penalty: 13948.601562
	Iteration 25Q: 3 clusters Score -1.811579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -18115818.000000 Penalty: 13948.601562
	Iteration 26Q: 3 clusters Score -1.811582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -18115824.000000 Penalty: 13948.601562
	Iteration 27Q: 3 clusters Score -1.811582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -18115824.000000 Penalty: 13948.601562
	Iteration 28Q: 3 clusters Score -1.811582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87553 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -18115824.000000 Penalty: 13948.601562
	Iteration 29Q: 3 clusters Score -1.811582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18115816.000000 Penalty: 13948.601562
	Iteration 30Q: 3 clusters Score -1.811582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -18115810.000000 Penalty: 13948.601562
	Iteration 31Q: 3 clusters Score -1.811581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -18115816.000000 Penalty: 13948.601562
	Iteration 32Q: 3 clusters Score -1.811582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -18115816.000000 Penalty: 13948.601562
	Iteration 33F: 3 clusters Score -1.811582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -173577.453125 Penalty: 4156.172363
	Iteration 0F: 2 clusters Score -173577.5 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 452 members 
Entering Unmasked Estep 
Score: -169586.453125 Penalty: 8312.344727
	Iteration 0F: 3 clusters Score -169586.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -169858.906250 Penalty: 8312.344727
	Iteration 1F: 3 clusters Score -169858.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -169951.312500 Penalty: 8312.344727
	Iteration 2Q: 3 clusters Score -169951.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -169992.765625 Penalty: 8312.344727
	Iteration 3Q: 3 clusters Score -169992.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170019.984375 Penalty: 8312.344727
	Iteration 4Q: 3 clusters Score -170020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -170032.531250 Penalty: 8312.344727
	Iteration 5Q: 3 clusters Score -170032.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170049.875000 Penalty: 8312.344727
	Iteration 6Q: 3 clusters Score -170049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -170053.359375 Penalty: 8312.344727
	Iteration 7Q: 3 clusters Score -170053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170058.984375 Penalty: 8312.344727
	Iteration 8Q: 3 clusters Score -170059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -170061.109375 Penalty: 8312.344727
	Iteration 9Q: 3 clusters Score -170061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170063.750000 Penalty: 8312.344727
	Iteration 10Q: 3 clusters Score -170063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170063.750000 Penalty: 8312.344727
	Iteration 11F: 3 clusters Score -170063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Entering Unmasked Estep 
Score: -4127707.750000 Penalty: 6064.905273
	Iteration 0F: 2 clusters Score -4127708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -4111127.500000 Penalty: 12129.810547
	Iteration 0F: 3 clusters Score -4111128 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -4115563.000000 Penalty: 12129.810547
	Iteration 1F: 3 clusters Score -4115563 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4116344.750000 Penalty: 12129.810547
	Iteration 2F: 3 clusters Score -4116345 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -4116934.000000 Penalty: 12129.810547
	Iteration 3F: 3 clusters Score -4116934 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -4117459.500000 Penalty: 12129.810547
	Iteration 4Q: 3 clusters Score -4117460 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4117935.000000 Penalty: 12129.810547
	Iteration 5Q: 3 clusters Score -4117935 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4118421.750000 Penalty: 12129.810547
	Iteration 6Q: 3 clusters Score -4118422 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -4118956.500000 Penalty: 12129.810547
	Iteration 7Q: 3 clusters Score -4118956 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -4119580.500000 Penalty: 12129.810547
	Iteration 8Q: 3 clusters Score -4119580 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4120318.500000 Penalty: 12129.810547
	Iteration 9Q: 3 clusters Score -4120318 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -4120957.250000 Penalty: 12129.810547
	Iteration 10Q: 3 clusters Score -4120957 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -4121522.500000 Penalty: 12129.810547
	Iteration 11Q: 3 clusters Score -4121522 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4121969.000000 Penalty: 12129.810547
	Iteration 12Q: 3 clusters Score -4121969 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -4122352.500000 Penalty: 12129.810547
	Iteration 13Q: 3 clusters Score -4122352 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -4122663.000000 Penalty: 12129.810547
	Iteration 14Q: 3 clusters Score -4122663 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4122889.750000 Penalty: 12129.810547
	Iteration 15Q: 3 clusters Score -4122890 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -4123085.250000 Penalty: 12129.810547
	Iteration 16Q: 3 clusters Score -4123085 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4123167.250000 Penalty: 12129.810547
	Iteration 17Q: 3 clusters Score -4123167 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -4123244.250000 Penalty: 12129.810547
	Iteration 18Q: 3 clusters Score -4123244 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -4123300.250000 Penalty: 12129.810547
	Iteration 19Q: 3 clusters Score -4123300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4123328.250000 Penalty: 12129.810547
	Iteration 20F: 3 clusters Score -4123328 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4123358.750000 Penalty: 12129.810547
	Iteration 21Q: 3 clusters Score -4123359 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -4123373.500000 Penalty: 12129.810547
	Iteration 22Q: 3 clusters Score -4123374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4123379.500000 Penalty: 12129.810547
	Iteration 23Q: 3 clusters Score -4123380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -4123382.750000 Penalty: 12129.810547
	Iteration 24Q: 3 clusters Score -4123383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4123382.250000 Penalty: 12129.810547
	Iteration 25Q: 3 clusters Score -4123382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4123392.500000 Penalty: 12129.810547
	Iteration 26Q: 3 clusters Score -4123392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -4123383.250000 Penalty: 12129.810547
	Iteration 27Q: 3 clusters Score -4123383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4123385.250000 Penalty: 12129.810547
	Iteration 28Q: 3 clusters Score -4123385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -4123385.750000 Penalty: 12129.810547
	Iteration 29Q: 3 clusters Score -4123386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -4123400.000000 Penalty: 12129.810547
	Iteration 30Q: 3 clusters Score -4123400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4123395.750000 Penalty: 12129.810547
	Iteration 31Q: 3 clusters Score -4123396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -4123402.750000 Penalty: 12129.810547
	Iteration 32Q: 3 clusters Score -4123403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -4123418.000000 Penalty: 12129.810547
	Iteration 33Q: 3 clusters Score -4123418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -4123429.750000 Penalty: 12129.810547
	Iteration 34Q: 3 clusters Score -4123430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -4123424.000000 Penalty: 12129.810547
	Iteration 35Q: 3 clusters Score -4123424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4123422.250000 Penalty: 12129.810547
	Iteration 36Q: 3 clusters Score -4123422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4123421.750000 Penalty: 12129.810547
	Iteration 37Q: 3 clusters Score -4123422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -4123420.500000 Penalty: 12129.810547
	Iteration 38Q: 3 clusters Score -4123420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4123427.000000 Penalty: 12129.810547
	Iteration 39Q: 3 clusters Score -4123427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4123429.000000 Penalty: 12129.810547
	Iteration 40F: 3 clusters Score -4123429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4123432.250000 Penalty: 12129.810547
	Iteration 41Q: 3 clusters Score -4123432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -4123436.750000 Penalty: 12129.810547
	Iteration 42Q: 3 clusters Score -4123437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4123435.000000 Penalty: 12129.810547
	Iteration 43Q: 3 clusters Score -4123435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4123428.250000 Penalty: 12129.810547
	Iteration 44Q: 3 clusters Score -4123428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -4123432.500000 Penalty: 12129.810547
	Iteration 45Q: 3 clusters Score -4123432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4123431.500000 Penalty: 12129.810547
	Iteration 46Q: 3 clusters Score -4123432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -4123434.000000 Penalty: 12129.810547
	Iteration 47Q: 3 clusters Score -4123434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -4123434.750000 Penalty: 12129.810547
	Iteration 48Q: 3 clusters Score -4123435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -4123430.750000 Penalty: 12129.810547
	Iteration 49Q: 3 clusters Score -4123431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -4123434.250000 Penalty: 12129.810547
	Iteration 50Q: 3 clusters Score -4123434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -4123442.750000 Penalty: 12129.810547
	Iteration 51Q: 3 clusters Score -4123443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -4123434.500000 Penalty: 12129.810547
	Iteration 52Q: 3 clusters Score -4123434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4123441.250000 Penalty: 12129.810547
	Iteration 53Q: 3 clusters Score -4123441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -4123437.500000 Penalty: 12129.810547
	Iteration 54Q: 3 clusters Score -4123438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4123435.500000 Penalty: 12129.810547
	Iteration 55Q: 3 clusters Score -4123436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4123441.750000 Penalty: 12129.810547
	Iteration 56Q: 3 clusters Score -4123442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -4123445.500000 Penalty: 12129.810547
	Iteration 57Q: 3 clusters Score -4123446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4123442.000000 Penalty: 12129.810547
	Iteration 58Q: 3 clusters Score -4123442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4123441.500000 Penalty: 12129.810547
	Iteration 59Q: 3 clusters Score -4123442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -4123441.000000 Penalty: 12129.810547
	Iteration 60F: 3 clusters Score -4123441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Entering Unmasked Estep 
Score: -1145516.375000 Penalty: 5290.228027
	Iteration 0F: 2 clusters Score -1145516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1138082.000000 Penalty: 10580.456055
	Iteration 0F: 3 clusters Score -1138082 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1139426.000000 Penalty: 10580.456055
	Iteration 1F: 3 clusters Score -1139426 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1139809.125000 Penalty: 10580.456055
	Iteration 2F: 3 clusters Score -1139809 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1140035.000000 Penalty: 10580.456055
	Iteration 3Q: 3 clusters Score -1140035 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1140194.375000 Penalty: 10580.456055
	Iteration 4Q: 3 clusters Score -1140194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1140303.625000 Penalty: 10580.456055
	Iteration 5Q: 3 clusters Score -1140304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1140395.375000 Penalty: 10580.456055
	Iteration 6Q: 3 clusters Score -1140395 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1140486.000000 Penalty: 10580.456055
	Iteration 7Q: 3 clusters Score -1140486 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1140563.750000 Penalty: 10580.456055
	Iteration 8Q: 3 clusters Score -1140564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1140635.125000 Penalty: 10580.456055
	Iteration 9Q: 3 clusters Score -1140635 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1140700.875000 Penalty: 10580.456055
	Iteration 10Q: 3 clusters Score -1140701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1140762.250000 Penalty: 10580.456055
	Iteration 11Q: 3 clusters Score -1140762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1140811.625000 Penalty: 10580.456055
	Iteration 12Q: 3 clusters Score -1140812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1140854.875000 Penalty: 10580.456055
	Iteration 13Q: 3 clusters Score -1140855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1140891.125000 Penalty: 10580.456055
	Iteration 14Q: 3 clusters Score -1140891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1140930.875000 Penalty: 10580.456055
	Iteration 15Q: 3 clusters Score -1140931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1140969.250000 Penalty: 10580.456055
	Iteration 16Q: 3 clusters Score -1140969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1141007.625000 Penalty: 10580.456055
	Iteration 17Q: 3 clusters Score -1141008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1141046.125000 Penalty: 10580.456055
	Iteration 18Q: 3 clusters Score -1141046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1141075.125000 Penalty: 10580.456055
	Iteration 19Q: 3 clusters Score -1141075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1141097.000000 Penalty: 10580.456055
	Iteration 20F: 3 clusters Score -1141097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1141115.625000 Penalty: 10580.456055
	Iteration 21Q: 3 clusters Score -1141116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1141134.375000 Penalty: 10580.456055
	Iteration 22Q: 3 clusters Score -1141134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1141155.750000 Penalty: 10580.456055
	Iteration 23Q: 3 clusters Score -1141156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1141173.000000 Penalty: 10580.456055
	Iteration 24Q: 3 clusters Score -1141173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1141191.500000 Penalty: 10580.456055
	Iteration 25Q: 3 clusters Score -1141192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1141202.500000 Penalty: 10580.456055
	Iteration 26Q: 3 clusters Score -1141202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1141218.500000 Penalty: 10580.456055
	Iteration 27Q: 3 clusters Score -1141218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1141229.000000 Penalty: 10580.456055
	Iteration 28Q: 3 clusters Score -1141229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1141239.500000 Penalty: 10580.456055
	Iteration 29Q: 3 clusters Score -1141240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1141245.125000 Penalty: 10580.456055
	Iteration 30Q: 3 clusters Score -1141245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1141247.125000 Penalty: 10580.456055
	Iteration 31Q: 3 clusters Score -1141247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1141247.625000 Penalty: 10580.456055
	Iteration 32Q: 3 clusters Score -1141248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1141253.125000 Penalty: 10580.456055
	Iteration 33Q: 3 clusters Score -1141253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1141255.875000 Penalty: 10580.456055
	Iteration 34Q: 3 clusters Score -1141256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1141251.500000 Penalty: 10580.456055
	Iteration 35Q: 3 clusters Score -1141252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1141253.000000 Penalty: 10580.456055
	Iteration 36Q: 3 clusters Score -1141253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1141254.875000 Penalty: 10580.456055
	Iteration 37Q: 3 clusters Score -1141255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1141254.625000 Penalty: 10580.456055
	Iteration 38Q: 3 clusters Score -1141255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1141258.500000 Penalty: 10580.456055
	Iteration 39Q: 3 clusters Score -1141258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1141262.875000 Penalty: 10580.456055
	Iteration 40F: 3 clusters Score -1141263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1141263.875000 Penalty: 10580.456055
	Iteration 41Q: 3 clusters Score -1141264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1141267.125000 Penalty: 10580.456055
	Iteration 42Q: 3 clusters Score -1141267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1141267.125000 Penalty: 10580.456055
	Iteration 43F: 3 clusters Score -1141267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Entering Unmasked Estep 
Score: -2681709.250000 Penalty: 5814.899414
	Iteration 0F: 2 clusters Score -2681709 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 6617 members 
Entering Unmasked Estep 
Score: -2669493.250000 Penalty: 11629.798828
	Iteration 0F: 3 clusters Score -2669493 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2672476.000000 Penalty: 11629.798828
	Iteration 1F: 3 clusters Score -2672476 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2673129.500000 Penalty: 11629.798828
	Iteration 2F: 3 clusters Score -2673130 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2673684.000000 Penalty: 11629.798828
	Iteration 3F: 3 clusters Score -2673684 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2674186.500000 Penalty: 11629.798828
	Iteration 4F: 3 clusters Score -2674186 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2674546.250000 Penalty: 11629.798828
	Iteration 5Q: 3 clusters Score -2674546 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2674867.000000 Penalty: 11629.798828
	Iteration 6Q: 3 clusters Score -2674867 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2675133.000000 Penalty: 11629.798828
	Iteration 7Q: 3 clusters Score -2675133 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2675398.500000 Penalty: 11629.798828
	Iteration 8Q: 3 clusters Score -2675398 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2675660.750000 Penalty: 11629.798828
	Iteration 9Q: 3 clusters Score -2675661 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2675936.000000 Penalty: 11629.798828
	Iteration 10Q: 3 clusters Score -2675936 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2676248.250000 Penalty: 11629.798828
	Iteration 11Q: 3 clusters Score -2676248 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2676542.750000 Penalty: 11629.798828
	Iteration 12Q: 3 clusters Score -2676543 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2676831.500000 Penalty: 11629.798828
	Iteration 13Q: 3 clusters Score -2676832 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2677121.500000 Penalty: 11629.798828
	Iteration 14Q: 3 clusters Score -2677122 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2677410.000000 Penalty: 11629.798828
	Iteration 15Q: 3 clusters Score -2677410 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2677643.750000 Penalty: 11629.798828
	Iteration 16Q: 3 clusters Score -2677644 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2677846.250000 Penalty: 11629.798828
	Iteration 17Q: 3 clusters Score -2677846 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2678005.250000 Penalty: 11629.798828
	Iteration 18Q: 3 clusters Score -2678005 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2678147.250000 Penalty: 11629.798828
	Iteration 19Q: 3 clusters Score -2678147 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2678256.000000 Penalty: 11629.798828
	Iteration 20F: 3 clusters Score -2678256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2678348.750000 Penalty: 11629.798828
	Iteration 21Q: 3 clusters Score -2678349 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2678411.000000 Penalty: 11629.798828
	Iteration 22Q: 3 clusters Score -2678411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2678467.750000 Penalty: 11629.798828
	Iteration 23Q: 3 clusters Score -2678468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2678493.750000 Penalty: 11629.798828
	Iteration 24Q: 3 clusters Score -2678494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2678517.000000 Penalty: 11629.798828
	Iteration 25Q: 3 clusters Score -2678517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2678536.500000 Penalty: 11629.798828
	Iteration 26Q: 3 clusters Score -2678536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2678553.250000 Penalty: 11629.798828
	Iteration 27Q: 3 clusters Score -2678553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2678564.750000 Penalty: 11629.798828
	Iteration 28Q: 3 clusters Score -2678565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2678570.750000 Penalty: 11629.798828
	Iteration 29Q: 3 clusters Score -2678571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2678587.000000 Penalty: 11629.798828
	Iteration 30Q: 3 clusters Score -2678587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2678596.000000 Penalty: 11629.798828
	Iteration 31Q: 3 clusters Score -2678596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2678601.750000 Penalty: 11629.798828
	Iteration 32Q: 3 clusters Score -2678602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2678608.250000 Penalty: 11629.798828
	Iteration 33Q: 3 clusters Score -2678608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2678619.250000 Penalty: 11629.798828
	Iteration 34Q: 3 clusters Score -2678619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2678621.500000 Penalty: 11629.798828
	Iteration 35Q: 3 clusters Score -2678622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2678632.750000 Penalty: 11629.798828
	Iteration 36Q: 3 clusters Score -2678633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2678638.500000 Penalty: 11629.798828
	Iteration 37Q: 3 clusters Score -2678638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2678649.000000 Penalty: 11629.798828
	Iteration 38Q: 3 clusters Score -2678649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2678652.500000 Penalty: 11629.798828
	Iteration 39Q: 3 clusters Score -2678652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2678660.000000 Penalty: 11629.798828
	Iteration 40F: 3 clusters Score -2678660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2678662.500000 Penalty: 11629.798828
	Iteration 41Q: 3 clusters Score -2678662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2678670.750000 Penalty: 11629.798828
	Iteration 42Q: 3 clusters Score -2678671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2678672.500000 Penalty: 11629.798828
	Iteration 43Q: 3 clusters Score -2678672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2678674.750000 Penalty: 11629.798828
	Iteration 44Q: 3 clusters Score -2678675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2678672.750000 Penalty: 11629.798828
	Iteration 45Q: 3 clusters Score -2678673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2678672.750000 Penalty: 11629.798828
	Iteration 46F: 3 clusters Score -2678673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Entering Unmasked Estep 
Score: -4520608.500000 Penalty: 6123.845703
	Iteration 0F: 2 clusters Score -4520608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -4502907.500000 Penalty: 12247.691406
	Iteration 0F: 3 clusters Score -4502908 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -4507460.500000 Penalty: 12247.691406
	Iteration 1F: 3 clusters Score -4507460 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -4508108.000000 Penalty: 12247.691406
	Iteration 2F: 3 clusters Score -4508108 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4508594.500000 Penalty: 12247.691406
	Iteration 3Q: 3 clusters Score -4508594 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -4509011.000000 Penalty: 12247.691406
	Iteration 4Q: 3 clusters Score -4509011 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -4509344.000000 Penalty: 12247.691406
	Iteration 5Q: 3 clusters Score -4509344 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -4509712.500000 Penalty: 12247.691406
	Iteration 6Q: 3 clusters Score -4509712 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -4510034.000000 Penalty: 12247.691406
	Iteration 7Q: 3 clusters Score -4510034 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -4510350.500000 Penalty: 12247.691406
	Iteration 8Q: 3 clusters Score -4510350 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4510632.000000 Penalty: 12247.691406
	Iteration 9Q: 3 clusters Score -4510632 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -4510932.500000 Penalty: 12247.691406
	Iteration 10Q: 3 clusters Score -4510932 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4511267.000000 Penalty: 12247.691406
	Iteration 11Q: 3 clusters Score -4511267 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -4511652.000000 Penalty: 12247.691406
	Iteration 12Q: 3 clusters Score -4511652 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -4512012.500000 Penalty: 12247.691406
	Iteration 13Q: 3 clusters Score -4512012 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -4512391.000000 Penalty: 12247.691406
	Iteration 14Q: 3 clusters Score -4512391 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4512753.000000 Penalty: 12247.691406
	Iteration 15Q: 3 clusters Score -4512753 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4513098.500000 Penalty: 12247.691406
	Iteration 16Q: 3 clusters Score -4513098 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -4513393.500000 Penalty: 12247.691406
	Iteration 17Q: 3 clusters Score -4513394 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -4513662.500000 Penalty: 12247.691406
	Iteration 18Q: 3 clusters Score -4513662 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -4513890.500000 Penalty: 12247.691406
	Iteration 19Q: 3 clusters Score -4513890 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -4514092.000000 Penalty: 12247.691406
	Iteration 20F: 3 clusters Score -4514092 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -4514239.000000 Penalty: 12247.691406
	Iteration 21Q: 3 clusters Score -4514239 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4514350.000000 Penalty: 12247.691406
	Iteration 22Q: 3 clusters Score -4514350 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -4514431.500000 Penalty: 12247.691406
	Iteration 23Q: 3 clusters Score -4514432 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4514503.500000 Penalty: 12247.691406
	Iteration 24Q: 3 clusters Score -4514504 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -4514581.000000 Penalty: 12247.691406
	Iteration 25Q: 3 clusters Score -4514581 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4514646.000000 Penalty: 12247.691406
	Iteration 26Q: 3 clusters Score -4514646 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -4514705.500000 Penalty: 12247.691406
	Iteration 27Q: 3 clusters Score -4514706 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4514777.500000 Penalty: 12247.691406
	Iteration 28Q: 3 clusters Score -4514778 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4514835.000000 Penalty: 12247.691406
	Iteration 29Q: 3 clusters Score -4514835 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -4514904.500000 Penalty: 12247.691406
	Iteration 30Q: 3 clusters Score -4514904 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4514965.500000 Penalty: 12247.691406
	Iteration 31Q: 3 clusters Score -4514966 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -4515027.500000 Penalty: 12247.691406
	Iteration 32Q: 3 clusters Score -4515028 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4515092.500000 Penalty: 12247.691406
	Iteration 33Q: 3 clusters Score -4515092 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -4515166.000000 Penalty: 12247.691406
	Iteration 34Q: 3 clusters Score -4515166 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -4515209.000000 Penalty: 12247.691406
	Iteration 35Q: 3 clusters Score -4515209 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -4515293.000000 Penalty: 12247.691406
	Iteration 36Q: 3 clusters Score -4515293 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -4515361.000000 Penalty: 12247.691406
	Iteration 37Q: 3 clusters Score -4515361 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -4515423.000000 Penalty: 12247.691406
	Iteration 38Q: 3 clusters Score -4515423 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4515452.000000 Penalty: 12247.691406
	Iteration 39Q: 3 clusters Score -4515452 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -4515488.000000 Penalty: 12247.691406
	Iteration 40F: 3 clusters Score -4515488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -4515501.000000 Penalty: 12247.691406
	Iteration 41Q: 3 clusters Score -4515501 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -4515533.500000 Penalty: 12247.691406
	Iteration 42Q: 3 clusters Score -4515534 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4515560.000000 Penalty: 12247.691406
	Iteration 43Q: 3 clusters Score -4515560 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -4515583.000000 Penalty: 12247.691406
	Iteration 44Q: 3 clusters Score -4515583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -4515628.500000 Penalty: 12247.691406
	Iteration 45Q: 3 clusters Score -4515628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -4515647.500000 Penalty: 12247.691406
	Iteration 46Q: 3 clusters Score -4515648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -4515687.000000 Penalty: 12247.691406
	Iteration 47Q: 3 clusters Score -4515687 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -4515714.500000 Penalty: 12247.691406
	Iteration 48Q: 3 clusters Score -4515714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -4515731.500000 Penalty: 12247.691406
	Iteration 49Q: 3 clusters Score -4515732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -4515729.500000 Penalty: 12247.691406
	Iteration 50Q: 3 clusters Score -4515730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -4515752.000000 Penalty: 12247.691406
	Iteration 51Q: 3 clusters Score -4515752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -4515761.500000 Penalty: 12247.691406
	Iteration 52Q: 3 clusters Score -4515762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -4515766.000000 Penalty: 12247.691406
	Iteration 53Q: 3 clusters Score -4515766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -4515767.000000 Penalty: 12247.691406
	Iteration 54Q: 3 clusters Score -4515767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -4515789.500000 Penalty: 12247.691406
	Iteration 55Q: 3 clusters Score -4515790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -4515790.000000 Penalty: 12247.691406
	Iteration 56Q: 3 clusters Score -4515790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -4515783.500000 Penalty: 12247.691406
	Iteration 57Q: 3 clusters Score -4515784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -4515799.000000 Penalty: 12247.691406
	Iteration 58Q: 3 clusters Score -4515799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -4515801.000000 Penalty: 12247.691406
	Iteration 59Q: 3 clusters Score -4515801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4515801.500000 Penalty: 12247.691406
	Iteration 60F: 3 clusters Score -4515802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -4515811.500000 Penalty: 12247.691406
	Iteration 61Q: 3 clusters Score -4515812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -4515805.500000 Penalty: 12247.691406
	Iteration 62Q: 3 clusters Score -4515806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -4515808.000000 Penalty: 12247.691406
	Iteration 63Q: 3 clusters Score -4515808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4515807.000000 Penalty: 12247.691406
	Iteration 64Q: 3 clusters Score -4515807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -4515803.500000 Penalty: 12247.691406
	Iteration 65Q: 3 clusters Score -4515804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -4515819.500000 Penalty: 12247.691406
	Iteration 66Q: 3 clusters Score -4515820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4515823.000000 Penalty: 12247.691406
	Iteration 67Q: 3 clusters Score -4515823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -4515828.500000 Penalty: 12247.691406
	Iteration 68Q: 3 clusters Score -4515828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4515825.500000 Penalty: 12247.691406
	Iteration 69Q: 3 clusters Score -4515826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4515824.500000 Penalty: 12247.691406
	Iteration 70Q: 3 clusters Score -4515824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -4515833.000000 Penalty: 12247.691406
	Iteration 71Q: 3 clusters Score -4515833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -4515821.500000 Penalty: 12247.691406
	Iteration 72Q: 3 clusters Score -4515822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -4515815.500000 Penalty: 12247.691406
	Iteration 73Q: 3 clusters Score -4515816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -4515829.000000 Penalty: 12247.691406
	Iteration 74Q: 3 clusters Score -4515829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -4515829.000000 Penalty: 12247.691406
	Iteration 75Q: 3 clusters Score -4515829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -4515826.500000 Penalty: 12247.691406
	Iteration 76Q: 3 clusters Score -4515826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -4515827.000000 Penalty: 12247.691406
	Iteration 77Q: 3 clusters Score -4515827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -4515836.000000 Penalty: 12247.691406
	Iteration 78Q: 3 clusters Score -4515836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4515831.000000 Penalty: 12247.691406
	Iteration 79Q: 3 clusters Score -4515831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4515831.000000 Penalty: 12247.691406
	Iteration 80F: 3 clusters Score -4515831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (61687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Entering Unmasked Estep 
Score: -12775031.000000 Penalty: 6755.769531
	Iteration 0F: 2 clusters Score -1.277503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -12731857.000000 Penalty: 13511.539062
	Iteration 0F: 3 clusters Score -1.273186e+07 nChanged 27367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -12746415.000000 Penalty: 13511.539062
	Iteration 1F: 3 clusters Score -1.274642e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -12747392.000000 Penalty: 13511.539062
	Iteration 2Q: 3 clusters Score -1.274739e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -12748127.000000 Penalty: 13511.539062
	Iteration 3Q: 3 clusters Score -1.274813e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -12748847.000000 Penalty: 13511.539062
	Iteration 4Q: 3 clusters Score -1.274885e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -12749660.000000 Penalty: 13511.539062
	Iteration 5Q: 3 clusters Score -1.274966e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -12750554.000000 Penalty: 13511.539062
	Iteration 6Q: 3 clusters Score -1.275055e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -12751516.000000 Penalty: 13511.539062
	Iteration 7Q: 3 clusters Score -1.275152e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -12752720.000000 Penalty: 13511.539062
	Iteration 8Q: 3 clusters Score -1.275272e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -12754180.000000 Penalty: 13511.539062
	Iteration 9Q: 3 clusters Score -1.275418e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -12756018.000000 Penalty: 13511.539062
	Iteration 10Q: 3 clusters Score -1.275602e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -12758195.000000 Penalty: 13511.539062
	Iteration 11Q: 3 clusters Score -1.27582e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -12760732.000000 Penalty: 13511.539062
	Iteration 12Q: 3 clusters Score -1.276073e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -12763304.000000 Penalty: 13511.539062
	Iteration 13Q: 3 clusters Score -1.27633e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -12765039.000000 Penalty: 13511.539062
	Iteration 14Q: 3 clusters Score -1.276504e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -12766030.000000 Penalty: 13511.539062
	Iteration 15Q: 3 clusters Score -1.276603e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -12766648.000000 Penalty: 13511.539062
	Iteration 16Q: 3 clusters Score -1.276665e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -12767050.000000 Penalty: 13511.539062
	Iteration 17Q: 3 clusters Score -1.276705e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -12767382.000000 Penalty: 13511.539062
	Iteration 18Q: 3 clusters Score -1.276738e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -12767722.000000 Penalty: 13511.539062
	Iteration 19Q: 3 clusters Score -1.276772e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -12767913.000000 Penalty: 13511.539062
	Iteration 20F: 3 clusters Score -1.276791e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -12768134.000000 Penalty: 13511.539062
	Iteration 21Q: 3 clusters Score -1.276813e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -12768208.000000 Penalty: 13511.539062
	Iteration 22Q: 3 clusters Score -1.276821e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -12768315.000000 Penalty: 13511.539062
	Iteration 23Q: 3 clusters Score -1.276832e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -12768403.000000 Penalty: 13511.539062
	Iteration 24Q: 3 clusters Score -1.27684e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -12768500.000000 Penalty: 13511.539062
	Iteration 25Q: 3 clusters Score -1.27685e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -12768589.000000 Penalty: 13511.539062
	Iteration 26Q: 3 clusters Score -1.276859e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -12768691.000000 Penalty: 13511.539062
	Iteration 27Q: 3 clusters Score -1.276869e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -12768766.000000 Penalty: 13511.539062
	Iteration 28Q: 3 clusters Score -1.276877e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -12768795.000000 Penalty: 13511.539062
	Iteration 29Q: 3 clusters Score -1.27688e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -12768868.000000 Penalty: 13511.539062
	Iteration 30Q: 3 clusters Score -1.276887e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -12768863.000000 Penalty: 13511.539062
	Iteration 31Q: 3 clusters Score -1.276886e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -12768922.000000 Penalty: 13511.539062
	Iteration 32Q: 3 clusters Score -1.276892e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -12768964.000000 Penalty: 13511.539062
	Iteration 33Q: 3 clusters Score -1.276896e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -12768998.000000 Penalty: 13511.539062
	Iteration 34Q: 3 clusters Score -1.2769e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -12769035.000000 Penalty: 13511.539062
	Iteration 35Q: 3 clusters Score -1.276904e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -12769028.000000 Penalty: 13511.539062
	Iteration 36Q: 3 clusters Score -1.276903e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -12769048.000000 Penalty: 13511.539062
	Iteration 37Q: 3 clusters Score -1.276905e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -12769086.000000 Penalty: 13511.539062
	Iteration 38Q: 3 clusters Score -1.276909e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -12769104.000000 Penalty: 13511.539062
	Iteration 39Q: 3 clusters Score -1.27691e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -12769110.000000 Penalty: 13511.539062
	Iteration 40F: 3 clusters Score -1.276911e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -12769136.000000 Penalty: 13511.539062
	Iteration 41Q: 3 clusters Score -1.276914e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -12769149.000000 Penalty: 13511.539062
	Iteration 42Q: 3 clusters Score -1.276915e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -12769173.000000 Penalty: 13511.539062
	Iteration 43Q: 3 clusters Score -1.276917e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -12769216.000000 Penalty: 13511.539062
	Iteration 44Q: 3 clusters Score -1.276922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -12769218.000000 Penalty: 13511.539062
	Iteration 45Q: 3 clusters Score -1.276922e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -12769220.000000 Penalty: 13511.539062
	Iteration 46Q: 3 clusters Score -1.276922e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -12769255.000000 Penalty: 13511.539062
	Iteration 47Q: 3 clusters Score -1.276926e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -12769263.000000 Penalty: 13511.539062
	Iteration 48Q: 3 clusters Score -1.276926e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -12769269.000000 Penalty: 13511.539062
	Iteration 49Q: 3 clusters Score -1.276927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -12769290.000000 Penalty: 13511.539062
	Iteration 50Q: 3 clusters Score -1.276929e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -12769290.000000 Penalty: 13511.539062
	Iteration 51Q: 3 clusters Score -1.276929e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -12769312.000000 Penalty: 13511.539062
	Iteration 52Q: 3 clusters Score -1.276931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -12769320.000000 Penalty: 13511.539062
	Iteration 53Q: 3 clusters Score -1.276932e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -12769358.000000 Penalty: 13511.539062
	Iteration 54Q: 3 clusters Score -1.276936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -12769398.000000 Penalty: 13511.539062
	Iteration 55Q: 3 clusters Score -1.27694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -12769377.000000 Penalty: 13511.539062
	Iteration 56Q: 3 clusters Score -1.276938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -12769384.000000 Penalty: 13511.539062
	Iteration 57Q: 3 clusters Score -1.276938e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -12769408.000000 Penalty: 13511.539062
	Iteration 58Q: 3 clusters Score -1.276941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -12769387.000000 Penalty: 13511.539062
	Iteration 59Q: 3 clusters Score -1.276939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -12769388.000000 Penalty: 13511.539062
	Iteration 60F: 3 clusters Score -1.276939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -12769399.000000 Penalty: 13511.539062
	Iteration 61Q: 3 clusters Score -1.27694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -12769417.000000 Penalty: 13511.539062
	Iteration 62Q: 3 clusters Score -1.276942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -12769418.000000 Penalty: 13511.539062
	Iteration 63Q: 3 clusters Score -1.276942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -12769409.000000 Penalty: 13511.539062
	Iteration 64Q: 3 clusters Score -1.276941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -12769419.000000 Penalty: 13511.539062
	Iteration 65Q: 3 clusters Score -1.276942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -12769435.000000 Penalty: 13511.539062
	Iteration 66Q: 3 clusters Score -1.276944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -12769432.000000 Penalty: 13511.539062
	Iteration 67Q: 3 clusters Score -1.276943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -12769438.000000 Penalty: 13511.539062
	Iteration 68Q: 3 clusters Score -1.276944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -12769444.000000 Penalty: 13511.539062
	Iteration 69Q: 3 clusters Score -1.276944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -12769451.000000 Penalty: 13511.539062
	Iteration 70Q: 3 clusters Score -1.276945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -12769449.000000 Penalty: 13511.539062
	Iteration 71Q: 3 clusters Score -1.276945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -12769472.000000 Penalty: 13511.539062
	Iteration 72Q: 3 clusters Score -1.276947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -12769470.000000 Penalty: 13511.539062
	Iteration 73Q: 3 clusters Score -1.276947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -12769475.000000 Penalty: 13511.539062
	Iteration 74Q: 3 clusters Score -1.276948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -12769478.000000 Penalty: 13511.539062
	Iteration 75Q: 3 clusters Score -1.276948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -12769482.000000 Penalty: 13511.539062
	Iteration 76Q: 3 clusters Score -1.276948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -12769492.000000 Penalty: 13511.539062
	Iteration 77Q: 3 clusters Score -1.276949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -12769479.000000 Penalty: 13511.539062
	Iteration 78Q: 3 clusters Score -1.276948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -12769489.000000 Penalty: 13511.539062
	Iteration 79Q: 3 clusters Score -1.276949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -12769488.000000 Penalty: 13511.539062
	Iteration 80F: 3 clusters Score -1.276949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -12769503.000000 Penalty: 13511.539062
	Iteration 81Q: 3 clusters Score -1.27695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -12769515.000000 Penalty: 13511.539062
	Iteration 82Q: 3 clusters Score -1.276952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -12769512.000000 Penalty: 13511.539062
	Iteration 83Q: 3 clusters Score -1.276951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -12769517.000000 Penalty: 13511.539062
	Iteration 84Q: 3 clusters Score -1.276952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -12769519.000000 Penalty: 13511.539062
	Iteration 85Q: 3 clusters Score -1.276952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -12769510.000000 Penalty: 13511.539062
	Iteration 86Q: 3 clusters Score -1.276951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -12769518.000000 Penalty: 13511.539062
	Iteration 87Q: 3 clusters Score -1.276952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -12769517.000000 Penalty: 13511.539062
	Iteration 88Q: 3 clusters Score -1.276952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -12769518.000000 Penalty: 13511.539062
	Iteration 89Q: 3 clusters Score -1.276952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -12769518.000000 Penalty: 13511.539062
	Iteration 90F: 3 clusters Score -1.276952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 18591 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 18435 members 
Mstep: Class 7 contains 99401 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11250 members 
Mstep: Class 16 contains 88134 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19968 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 13276 members 
Mstep: Class 21 contains 21985 members 
Mstep: Class 22 contains 61687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418976.000000 Penalty: 183124.609375
Iteration 79Q: 24 clusters Score -8.941898e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 18545 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 18604 members 
Mstep: Class 7 contains 99792 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 23503 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11481 members 
Mstep: Class 16 contains 88151 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19933 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 13224 members 
Mstep: Class 21 contains 22101 members 
Mstep: Class 22 contains 61346 members 
Mstep: Class 23 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420912.000000 Penalty: 183124.609375
Iteration 80F: 24 clusters Score -8.942091e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 18462 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 18343 members 
Mstep: Class 7 contains 99745 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24003 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11408 members 
Mstep: Class 16 contains 88082 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19921 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 22063 members 
Mstep: Class 22 contains 61138 members 
Mstep: Class 23 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421696.000000 Penalty: 183124.609375
Iteration 81Q: 24 clusters Score -8.94217e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 18388 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 18211 members 
Mstep: Class 7 contains 99681 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7464 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11400 members 
Mstep: Class 16 contains 88064 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19909 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 22075 members 
Mstep: Class 22 contains 61002 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421728.000000 Penalty: 183124.609375
Iteration 82Q: 24 clusters Score -8.942173e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 18336 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5879 members 
Mstep: Class 6 contains 18112 members 
Mstep: Class 7 contains 99653 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24343 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11418 members 
Mstep: Class 16 contains 88042 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19912 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 21 contains 22074 members 
Mstep: Class 22 contains 60892 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422032.000000 Penalty: 183124.609375
Iteration 83Q: 24 clusters Score -8.942203e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 18289 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5879 members 
Mstep: Class 6 contains 18058 members 
Mstep: Class 7 contains 99632 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7705 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24423 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11441 members 
Mstep: Class 16 contains 88041 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19910 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 21 contains 22075 members 
Mstep: Class 22 contains 60838 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422040.000000 Penalty: 183124.609375
Iteration 84Q: 24 clusters Score -8.942204e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 18264 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 18013 members 
Mstep: Class 7 contains 99590 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24478 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11462 members 
Mstep: Class 16 contains 88041 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19907 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 22082 members 
Mstep: Class 22 contains 60801 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421976.000000 Penalty: 183124.609375
Iteration 85Q: 24 clusters Score -8.942198e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 18245 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 17972 members 
Mstep: Class 7 contains 99555 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7848 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24524 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11466 members 
Mstep: Class 16 contains 88032 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19906 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 22080 members 
Mstep: Class 22 contains 60790 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422048.000000 Penalty: 183124.609375
Iteration 86Q: 24 clusters Score -8.942205e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 18240 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5879 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 99526 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7884 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24576 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11475 members 
Mstep: Class 16 contains 88031 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19903 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 13063 members 
Mstep: Class 21 contains 22087 members 
Mstep: Class 22 contains 60786 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422184.000000 Penalty: 183124.609375
Iteration 87Q: 24 clusters Score -8.942218e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 18229 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 17883 members 
Mstep: Class 7 contains 99491 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7914 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24620 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11490 members 
Mstep: Class 16 contains 88021 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19901 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 22096 members 
Mstep: Class 22 contains 60786 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422168.000000 Penalty: 183124.609375
Iteration 88Q: 24 clusters Score -8.942217e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 18232 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 17861 members 
Mstep: Class 7 contains 99479 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7940 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24649 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11477 members 
Mstep: Class 16 contains 88022 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19894 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 22112 members 
Mstep: Class 22 contains 60787 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422128.000000 Penalty: 183124.609375
Iteration 89Q: 24 clusters Score -8.942213e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 18249 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 17841 members 
Mstep: Class 7 contains 99456 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7961 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24670 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11469 members 
Mstep: Class 16 contains 88016 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 13043 members 
Mstep: Class 21 contains 22116 members 
Mstep: Class 22 contains 60788 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422000.000000 Penalty: 183124.609375
Iteration 90Q: 24 clusters Score -8.9422e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 18257 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 17814 members 
Mstep: Class 7 contains 99434 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11489 members 
Mstep: Class 16 contains 88006 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 13042 members 
Mstep: Class 21 contains 22118 members 
Mstep: Class 22 contains 60786 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421944.000000 Penalty: 183124.609375
Iteration 91Q: 24 clusters Score -8.942194e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 18260 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 17808 members 
Mstep: Class 7 contains 99422 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 7997 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24710 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11497 members 
Mstep: Class 16 contains 88003 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 22119 members 
Mstep: Class 22 contains 60782 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422016.000000 Penalty: 183124.609375
Iteration 92Q: 24 clusters Score -8.942202e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 18254 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 17788 members 
Mstep: Class 7 contains 99420 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24722 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11509 members 
Mstep: Class 16 contains 88000 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19892 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 22125 members 
Mstep: Class 22 contains 60778 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422200.000000 Penalty: 183124.609375
Iteration 93Q: 24 clusters Score -8.94222e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 18250 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 17759 members 
Mstep: Class 7 contains 99412 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8020 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24735 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11524 members 
Mstep: Class 16 contains 88003 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19896 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 22129 members 
Mstep: Class 22 contains 60778 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422120.000000 Penalty: 183124.609375
Iteration 94Q: 24 clusters Score -8.942212e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 18253 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 17725 members 
Mstep: Class 7 contains 99399 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8033 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24750 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11550 members 
Mstep: Class 16 contains 88002 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19892 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 13027 members 
Mstep: Class 21 contains 22129 members 
Mstep: Class 22 contains 60776 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422048.000000 Penalty: 183124.609375
Iteration 95Q: 24 clusters Score -8.942205e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 18262 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 99381 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8047 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24760 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11572 members 
Mstep: Class 16 contains 88003 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 13025 members 
Mstep: Class 21 contains 22133 members 
Mstep: Class 22 contains 60770 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422128.000000 Penalty: 183124.609375
Iteration 96Q: 24 clusters Score -8.942213e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 18269 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 17683 members 
Mstep: Class 7 contains 99372 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8059 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24771 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11580 members 
Mstep: Class 16 contains 87999 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19888 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 13022 members 
Mstep: Class 21 contains 22134 members 
Mstep: Class 22 contains 60769 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422208.000000 Penalty: 183124.609375
Iteration 97Q: 24 clusters Score -8.942221e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 18279 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 17649 members 
Mstep: Class 7 contains 99359 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8070 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24788 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11603 members 
Mstep: Class 16 contains 87991 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19891 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 13017 members 
Mstep: Class 21 contains 22133 members 
Mstep: Class 22 contains 60769 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422256.000000 Penalty: 183124.609375
Iteration 98Q: 24 clusters Score -8.942226e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 18289 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 17627 members 
Mstep: Class 7 contains 99337 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8076 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24804 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 87987 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19894 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 13014 members 
Mstep: Class 21 contains 22136 members 
Mstep: Class 22 contains 60765 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422288.000000 Penalty: 183124.609375
Iteration 99Q: 24 clusters Score -8.942229e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 18292 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 17610 members 
Mstep: Class 7 contains 99330 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8086 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24813 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11634 members 
Mstep: Class 16 contains 87986 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19892 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 13009 members 
Mstep: Class 21 contains 22139 members 
Mstep: Class 22 contains 60766 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422184.000000 Penalty: 183124.609375
Iteration 100F: 24 clusters Score -8.942218e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 18295 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 99320 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8095 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24829 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 87985 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19894 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 13003 members 
Mstep: Class 21 contains 22141 members 
Mstep: Class 22 contains 60768 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422192.000000 Penalty: 183124.609375
Iteration 101Q: 24 clusters Score -8.942219e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 18295 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 17572 members 
Mstep: Class 7 contains 99316 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8103 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24835 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11650 members 
Mstep: Class 16 contains 87982 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19895 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 13002 members 
Mstep: Class 21 contains 22151 members 
Mstep: Class 22 contains 60766 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422160.000000 Penalty: 183124.609375
Iteration 102Q: 24 clusters Score -8.942216e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 18283 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 17547 members 
Mstep: Class 7 contains 99311 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24843 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11662 members 
Mstep: Class 16 contains 87980 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19894 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 13002 members 
Mstep: Class 21 contains 22161 members 
Mstep: Class 22 contains 60772 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422144.000000 Penalty: 183124.609375
Iteration 103Q: 24 clusters Score -8.942214e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 18275 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 17513 members 
Mstep: Class 7 contains 99299 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8118 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24847 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 87980 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19896 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 13002 members 
Mstep: Class 21 contains 22171 members 
Mstep: Class 22 contains 60781 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422176.000000 Penalty: 183124.609375
Iteration 104Q: 24 clusters Score -8.942218e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 18275 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 17487 members 
Mstep: Class 7 contains 99282 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24860 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 87973 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19897 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 13002 members 
Mstep: Class 21 contains 22178 members 
Mstep: Class 22 contains 60786 members 
Mstep: Class 23 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422128.000000 Penalty: 183124.609375
Iteration 105Q: 24 clusters Score -8.942213e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 18273 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 17466 members 
Mstep: Class 7 contains 99273 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24866 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11718 members 
Mstep: Class 16 contains 87971 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19896 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 13002 members 
Mstep: Class 21 contains 22184 members 
Mstep: Class 22 contains 60789 members 
Mstep: Class 23 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 24 clusters Score -8.942225e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 18276 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 17443 members 
Mstep: Class 7 contains 99259 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8135 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24875 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11734 members 
Mstep: Class 16 contains 87966 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19896 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 13002 members 
Mstep: Class 21 contains 22193 members 
Mstep: Class 22 contains 60788 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422176.000000 Penalty: 183124.609375
Iteration 107Q: 24 clusters Score -8.942218e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 18273 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 17418 members 
Mstep: Class 7 contains 99248 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8140 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24880 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11762 members 
Mstep: Class 16 contains 87963 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19896 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 13002 members 
Mstep: Class 21 contains 22199 members 
Mstep: Class 22 contains 60788 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422136.000000 Penalty: 183124.609375
Iteration 108Q: 24 clusters Score -8.942214e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 18262 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 17394 members 
Mstep: Class 7 contains 99242 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8145 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24884 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11777 members 
Mstep: Class 16 contains 87965 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19895 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 13003 members 
Mstep: Class 21 contains 22208 members 
Mstep: Class 22 contains 60788 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422112.000000 Penalty: 183124.609375
Iteration 109Q: 24 clusters Score -8.942211e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 18258 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 17372 members 
Mstep: Class 7 contains 99238 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8148 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24889 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11793 members 
Mstep: Class 16 contains 87968 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19895 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 13001 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 60789 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422136.000000 Penalty: 183124.609375
Iteration 110Q: 24 clusters Score -8.942214e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 18247 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 17351 members 
Mstep: Class 7 contains 99236 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8150 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24898 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11805 members 
Mstep: Class 16 contains 87973 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19894 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 12998 members 
Mstep: Class 21 contains 22226 members 
Mstep: Class 22 contains 60788 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422008.000000 Penalty: 183124.609375
Iteration 111Q: 24 clusters Score -8.942201e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 18247 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 17330 members 
Mstep: Class 7 contains 99231 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8152 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24905 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 87974 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19894 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 12997 members 
Mstep: Class 21 contains 22229 members 
Mstep: Class 22 contains 60790 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421992.000000 Penalty: 183124.609375
Iteration 112Q: 24 clusters Score -8.942199e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 18241 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 17314 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8153 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24917 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11838 members 
Mstep: Class 16 contains 87978 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19893 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 12996 members 
Mstep: Class 21 contains 22230 members 
Mstep: Class 22 contains 60789 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421976.000000 Penalty: 183124.609375
Iteration 113Q: 24 clusters Score -8.942198e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 18242 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 17289 members 
Mstep: Class 7 contains 99222 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8152 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24925 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11858 members 
Mstep: Class 16 contains 87985 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 12993 members 
Mstep: Class 21 contains 22230 members 
Mstep: Class 22 contains 60787 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421928.000000 Penalty: 183124.609375
Iteration 114Q: 24 clusters Score -8.942193e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 18237 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 17266 members 
Mstep: Class 7 contains 99220 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8153 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24929 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11882 members 
Mstep: Class 16 contains 87989 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 12991 members 
Mstep: Class 21 contains 22232 members 
Mstep: Class 22 contains 60785 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421992.000000 Penalty: 183124.609375
Iteration 115Q: 24 clusters Score -8.942199e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 18236 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 17239 members 
Mstep: Class 7 contains 99219 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8157 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24938 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11898 members 
Mstep: Class 16 contains 87990 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 22231 members 
Mstep: Class 22 contains 60785 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421912.000000 Penalty: 183124.609375
Iteration 116Q: 24 clusters Score -8.942191e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 18237 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 17214 members 
Mstep: Class 7 contains 99212 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8160 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24944 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11917 members 
Mstep: Class 16 contains 87985 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19891 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 22229 members 
Mstep: Class 22 contains 60786 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422056.000000 Penalty: 183124.609375
Iteration 117Q: 24 clusters Score -8.942206e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 18237 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 17190 members 
Mstep: Class 7 contains 99214 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8160 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24949 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11932 members 
Mstep: Class 16 contains 87985 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 22229 members 
Mstep: Class 22 contains 60788 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422040.000000 Penalty: 183124.609375
Iteration 118Q: 24 clusters Score -8.942204e+07 nChanged 86
Entering ConstructFrom: 
Score: -89422040.000000 Penalty: 183124.609375
Entering ConstructFrom: 
Trying to split cluster 1 (40044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Entering Unmasked Estep 
Score: -8286644.500000 Penalty: 6491.112305
	Iteration 0F: 2 clusters Score -8286644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -8257459.000000 Penalty: 12982.224609
	Iteration 0F: 3 clusters Score -8257459 nChanged 17238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -8266581.500000 Penalty: 12982.224609
	Iteration 1F: 3 clusters Score -8266582 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -8267520.500000 Penalty: 12982.224609
	Iteration 2F: 3 clusters Score -8267520 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -8268236.000000 Penalty: 12982.224609
	Iteration 3Q: 3 clusters Score -8268236 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -8268945.500000 Penalty: 12982.224609
	Iteration 4Q: 3 clusters Score -8268946 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -8269633.000000 Penalty: 12982.224609
	Iteration 5Q: 3 clusters Score -8269633 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -8270381.000000 Penalty: 12982.224609
	Iteration 6Q: 3 clusters Score -8270381 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -8271291.500000 Penalty: 12982.224609
	Iteration 7Q: 3 clusters Score -8271292 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -8272370.500000 Penalty: 12982.224609
	Iteration 8Q: 3 clusters Score -8272370 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -8273614.000000 Penalty: 12982.224609
	Iteration 9Q: 3 clusters Score -8273614 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -8274949.000000 Penalty: 12982.224609
	Iteration 10Q: 3 clusters Score -8274949 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -8276173.500000 Penalty: 12982.224609
	Iteration 11Q: 3 clusters Score -8276174 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -8277204.500000 Penalty: 12982.224609
	Iteration 12Q: 3 clusters Score -8277204 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -8278029.000000 Penalty: 12982.224609
	Iteration 13Q: 3 clusters Score -8278029 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -8278646.500000 Penalty: 12982.224609
	Iteration 14Q: 3 clusters Score -8278646 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -8279086.500000 Penalty: 12982.224609
	Iteration 15Q: 3 clusters Score -8279086 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -8279394.000000 Penalty: 12982.224609
	Iteration 16Q: 3 clusters Score -8279394 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -8279564.000000 Penalty: 12982.224609
	Iteration 17Q: 3 clusters Score -8279564 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -8279672.500000 Penalty: 12982.224609
	Iteration 18Q: 3 clusters Score -8279672 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -8279772.500000 Penalty: 12982.224609
	Iteration 19Q: 3 clusters Score -8279772 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -8279814.500000 Penalty: 12982.224609
	Iteration 20F: 3 clusters Score -8279814 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -8279886.500000 Penalty: 12982.224609
	Iteration 21Q: 3 clusters Score -8279886 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -8279918.500000 Penalty: 12982.224609
	Iteration 22Q: 3 clusters Score -8279918 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -8279942.000000 Penalty: 12982.224609
	Iteration 23Q: 3 clusters Score -8279942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -8279967.500000 Penalty: 12982.224609
	Iteration 24Q: 3 clusters Score -8279968 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -8279996.500000 Penalty: 12982.224609
	Iteration 25Q: 3 clusters Score -8279996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -8279992.500000 Penalty: 12982.224609
	Iteration 26Q: 3 clusters Score -8279992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -8280041.000000 Penalty: 12982.224609
	Iteration 27Q: 3 clusters Score -8280041 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -8280038.500000 Penalty: 12982.224609
	Iteration 28Q: 3 clusters Score -8280038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -8280049.500000 Penalty: 12982.224609
	Iteration 29Q: 3 clusters Score -8280050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -8280096.500000 Penalty: 12982.224609
	Iteration 30Q: 3 clusters Score -8280096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -8280098.000000 Penalty: 12982.224609
	Iteration 31Q: 3 clusters Score -8280098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -8280083.000000 Penalty: 12982.224609
	Iteration 32Q: 3 clusters Score -8280083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -8280097.000000 Penalty: 12982.224609
	Iteration 33Q: 3 clusters Score -8280097 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -8280106.000000 Penalty: 12982.224609
	Iteration 34Q: 3 clusters Score -8280106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -8280107.000000 Penalty: 12982.224609
	Iteration 35Q: 3 clusters Score -8280107 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -8280122.000000 Penalty: 12982.224609
	Iteration 36Q: 3 clusters Score -8280122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -8280112.000000 Penalty: 12982.224609
	Iteration 37Q: 3 clusters Score -8280112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -8280126.500000 Penalty: 12982.224609
	Iteration 38Q: 3 clusters Score -8280126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -8280137.000000 Penalty: 12982.224609
	Iteration 39Q: 3 clusters Score -8280137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -8280142.000000 Penalty: 12982.224609
	Iteration 40F: 3 clusters Score -8280142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -8280155.000000 Penalty: 12982.224609
	Iteration 41Q: 3 clusters Score -8280155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -8280166.500000 Penalty: 12982.224609
	Iteration 42Q: 3 clusters Score -8280166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -8280172.500000 Penalty: 12982.224609
	Iteration 43Q: 3 clusters Score -8280172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -8280185.000000 Penalty: 12982.224609
	Iteration 44Q: 3 clusters Score -8280185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -8280182.000000 Penalty: 12982.224609
	Iteration 45Q: 3 clusters Score -8280182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -8280187.000000 Penalty: 12982.224609
	Iteration 46Q: 3 clusters Score -8280187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -8280193.500000 Penalty: 12982.224609
	Iteration 47Q: 3 clusters Score -8280194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -8280196.000000 Penalty: 12982.224609
	Iteration 48Q: 3 clusters Score -8280196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -8280195.000000 Penalty: 12982.224609
	Iteration 49Q: 3 clusters Score -8280195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -8280202.500000 Penalty: 12982.224609
	Iteration 50Q: 3 clusters Score -8280202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -8280209.000000 Penalty: 12982.224609
	Iteration 51Q: 3 clusters Score -8280209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -8280222.000000 Penalty: 12982.224609
	Iteration 52Q: 3 clusters Score -8280222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -8280212.500000 Penalty: 12982.224609
	Iteration 53Q: 3 clusters Score -8280212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -8280225.000000 Penalty: 12982.224609
	Iteration 54Q: 3 clusters Score -8280225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -8280221.500000 Penalty: 12982.224609
	Iteration 55Q: 3 clusters Score -8280222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -8280214.000000 Penalty: 12982.224609
	Iteration 56Q: 3 clusters Score -8280214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -8280227.000000 Penalty: 12982.224609
	Iteration 57Q: 3 clusters Score -8280227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -8280225.000000 Penalty: 12982.224609
	Iteration 58Q: 3 clusters Score -8280225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -8280246.500000 Penalty: 12982.224609
	Iteration 59Q: 3 clusters Score -8280246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -8280233.000000 Penalty: 12982.224609
	Iteration 60F: 3 clusters Score -8280233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -8280248.000000 Penalty: 12982.224609
	Iteration 61Q: 3 clusters Score -8280248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -8280245.500000 Penalty: 12982.224609
	Iteration 62Q: 3 clusters Score -8280246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -8280255.000000 Penalty: 12982.224609
	Iteration 63Q: 3 clusters Score -8280255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -8280257.000000 Penalty: 12982.224609
	Iteration 64Q: 3 clusters Score -8280257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -8280261.000000 Penalty: 12982.224609
	Iteration 65Q: 3 clusters Score -8280261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -8280269.500000 Penalty: 12982.224609
	Iteration 66Q: 3 clusters Score -8280270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -8280254.000000 Penalty: 12982.224609
	Iteration 67Q: 3 clusters Score -8280254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -8280248.500000 Penalty: 12982.224609
	Iteration 68Q: 3 clusters Score -8280248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -8280248.000000 Penalty: 12982.224609
	Iteration 69Q: 3 clusters Score -8280248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -8280242.500000 Penalty: 12982.224609
	Iteration 70Q: 3 clusters Score -8280242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -8280274.000000 Penalty: 12982.224609
	Iteration 71Q: 3 clusters Score -8280274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -8280279.000000 Penalty: 12982.224609
	Iteration 72Q: 3 clusters Score -8280279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -8280305.000000 Penalty: 12982.224609
	Iteration 73Q: 3 clusters Score -8280305 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -8280333.500000 Penalty: 12982.224609
	Iteration 74Q: 3 clusters Score -8280334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -8280305.500000 Penalty: 12982.224609
	Iteration 75Q: 3 clusters Score -8280306 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -8280309.500000 Penalty: 12982.224609
	Iteration 76Q: 3 clusters Score -8280310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -8280323.500000 Penalty: 12982.224609
	Iteration 77Q: 3 clusters Score -8280324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -8280339.000000 Penalty: 12982.224609
	Iteration 78Q: 3 clusters Score -8280339 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -8280374.000000 Penalty: 12982.224609
	Iteration 79Q: 3 clusters Score -8280374 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -8280391.000000 Penalty: 12982.224609
	Iteration 80F: 3 clusters Score -8280391 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -8280383.000000 Penalty: 12982.224609
	Iteration 81Q: 3 clusters Score -8280383 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -8280372.500000 Penalty: 12982.224609
	Iteration 82Q: 3 clusters Score -8280372 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -8280400.000000 Penalty: 12982.224609
	Iteration 83Q: 3 clusters Score -8280400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -8280419.500000 Penalty: 12982.224609
	Iteration 84Q: 3 clusters Score -8280420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -8280417.000000 Penalty: 12982.224609
	Iteration 85Q: 3 clusters Score -8280417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -8280440.000000 Penalty: 12982.224609
	Iteration 86Q: 3 clusters Score -8280440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -8280442.000000 Penalty: 12982.224609
	Iteration 87Q: 3 clusters Score -8280442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -8280440.500000 Penalty: 12982.224609
	Iteration 88Q: 3 clusters Score -8280440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -8280450.000000 Penalty: 12982.224609
	Iteration 89Q: 3 clusters Score -8280450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -8280483.000000 Penalty: 12982.224609
	Iteration 90Q: 3 clusters Score -8280483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -8280510.500000 Penalty: 12982.224609
	Iteration 91Q: 3 clusters Score -8280510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -8280524.000000 Penalty: 12982.224609
	Iteration 92Q: 3 clusters Score -8280524 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -8280533.500000 Penalty: 12982.224609
	Iteration 93Q: 3 clusters Score -8280534 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -8280514.500000 Penalty: 12982.224609
	Iteration 94Q: 3 clusters Score -8280514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -8280553.500000 Penalty: 12982.224609
	Iteration 95Q: 3 clusters Score -8280554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -8280578.000000 Penalty: 12982.224609
	Iteration 96Q: 3 clusters Score -8280578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -8280584.000000 Penalty: 12982.224609
	Iteration 97Q: 3 clusters Score -8280584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -8280602.000000 Penalty: 12982.224609
	Iteration 98Q: 3 clusters Score -8280602 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -8280622.000000 Penalty: 12982.224609
	Iteration 99Q: 3 clusters Score -8280622 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -8280599.500000 Penalty: 12982.224609
	Iteration 100F: 3 clusters Score -8280600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -8280611.000000 Penalty: 12982.224609
	Iteration 101Q: 3 clusters Score -8280611 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -8280641.000000 Penalty: 12982.224609
	Iteration 102Q: 3 clusters Score -8280641 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -8280679.500000 Penalty: 12982.224609
	Iteration 103Q: 3 clusters Score -8280680 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -8280706.500000 Penalty: 12982.224609
	Iteration 104Q: 3 clusters Score -8280706 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -8280694.000000 Penalty: 12982.224609
	Iteration 105Q: 3 clusters Score -8280694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -8280705.500000 Penalty: 12982.224609
	Iteration 106Q: 3 clusters Score -8280706 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -8280730.500000 Penalty: 12982.224609
	Iteration 107Q: 3 clusters Score -8280730 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -8280747.500000 Penalty: 12982.224609
	Iteration 108Q: 3 clusters Score -8280748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -8280746.000000 Penalty: 12982.224609
	Iteration 109Q: 3 clusters Score -8280746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -8280750.500000 Penalty: 12982.224609
	Iteration 110Q: 3 clusters Score -8280750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -8280772.500000 Penalty: 12982.224609
	Iteration 111Q: 3 clusters Score -8280772 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -8280796.500000 Penalty: 12982.224609
	Iteration 112Q: 3 clusters Score -8280796 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -8280822.500000 Penalty: 12982.224609
	Iteration 113Q: 3 clusters Score -8280822 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -8280857.500000 Penalty: 12982.224609
	Iteration 114Q: 3 clusters Score -8280858 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -8280881.500000 Penalty: 12982.224609
	Iteration 115Q: 3 clusters Score -8280882 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -8280906.500000 Penalty: 12982.224609
	Iteration 116Q: 3 clusters Score -8280906 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -8280911.000000 Penalty: 12982.224609
	Iteration 117Q: 3 clusters Score -8280911 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -8280956.000000 Penalty: 12982.224609
	Iteration 118Q: 3 clusters Score -8280956 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -8280981.500000 Penalty: 12982.224609
	Iteration 119Q: 3 clusters Score -8280982 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -8281022.000000 Penalty: 12982.224609
	Iteration 120F: 3 clusters Score -8281022 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -8281057.500000 Penalty: 12982.224609
	Iteration 121Q: 3 clusters Score -8281058 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -8281075.500000 Penalty: 12982.224609
	Iteration 122Q: 3 clusters Score -8281076 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -8281112.000000 Penalty: 12982.224609
	Iteration 123Q: 3 clusters Score -8281112 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -8281124.500000 Penalty: 12982.224609
	Iteration 124Q: 3 clusters Score -8281124 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -8281170.000000 Penalty: 12982.224609
	Iteration 125Q: 3 clusters Score -8281170 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -8281151.000000 Penalty: 12982.224609
	Iteration 126Q: 3 clusters Score -8281151 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -8281168.000000 Penalty: 12982.224609
	Iteration 127Q: 3 clusters Score -8281168 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -8281195.500000 Penalty: 12982.224609
	Iteration 128Q: 3 clusters Score -8281196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8281201.000000 Penalty: 12982.224609
	Iteration 129Q: 3 clusters Score -8281201 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -8281245.500000 Penalty: 12982.224609
	Iteration 130Q: 3 clusters Score -8281246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -8281267.500000 Penalty: 12982.224609
	Iteration 131Q: 3 clusters Score -8281268 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -8281275.000000 Penalty: 12982.224609
	Iteration 132Q: 3 clusters Score -8281275 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -8281325.000000 Penalty: 12982.224609
	Iteration 133Q: 3 clusters Score -8281325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -8281333.500000 Penalty: 12982.224609
	Iteration 134Q: 3 clusters Score -8281334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -8281340.000000 Penalty: 12982.224609
	Iteration 135Q: 3 clusters Score -8281340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -8281337.500000 Penalty: 12982.224609
	Iteration 136Q: 3 clusters Score -8281338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -8281370.500000 Penalty: 12982.224609
	Iteration 137Q: 3 clusters Score -8281370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -8281389.000000 Penalty: 12982.224609
	Iteration 138Q: 3 clusters Score -8281389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -8281387.000000 Penalty: 12982.224609
	Iteration 139Q: 3 clusters Score -8281387 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -8281406.000000 Penalty: 12982.224609
	Iteration 140F: 3 clusters Score -8281406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -8281410.000000 Penalty: 12982.224609
	Iteration 141Q: 3 clusters Score -8281410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -8281420.000000 Penalty: 12982.224609
	Iteration 142Q: 3 clusters Score -8281420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -8281398.000000 Penalty: 12982.224609
	Iteration 143Q: 3 clusters Score -8281398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -8281429.000000 Penalty: 12982.224609
	Iteration 144Q: 3 clusters Score -8281429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -8281434.000000 Penalty: 12982.224609
	Iteration 145Q: 3 clusters Score -8281434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -8281442.500000 Penalty: 12982.224609
	Iteration 146Q: 3 clusters Score -8281442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -8281446.500000 Penalty: 12982.224609
	Iteration 147Q: 3 clusters Score -8281446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -8281454.000000 Penalty: 12982.224609
	Iteration 148Q: 3 clusters Score -8281454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -8281455.500000 Penalty: 12982.224609
	Iteration 149Q: 3 clusters Score -8281456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -8281452.000000 Penalty: 12982.224609
	Iteration 150Q: 3 clusters Score -8281452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -8281465.000000 Penalty: 12982.224609
	Iteration 151Q: 3 clusters Score -8281465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -8281467.000000 Penalty: 12982.224609
	Iteration 152Q: 3 clusters Score -8281467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -8281480.500000 Penalty: 12982.224609
	Iteration 153Q: 3 clusters Score -8281480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -8281461.000000 Penalty: 12982.224609
	Iteration 154Q: 3 clusters Score -8281461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -8281475.000000 Penalty: 12982.224609
	Iteration 155Q: 3 clusters Score -8281475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -8281465.000000 Penalty: 12982.224609
	Iteration 156Q: 3 clusters Score -8281465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -8281475.500000 Penalty: 12982.224609
	Iteration 157Q: 3 clusters Score -8281476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -8281491.500000 Penalty: 12982.224609
	Iteration 158Q: 3 clusters Score -8281492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -8281484.000000 Penalty: 12982.224609
	Iteration 159Q: 3 clusters Score -8281484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -8281490.000000 Penalty: 12982.224609
	Iteration 160F: 3 clusters Score -8281490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -8281490.000000 Penalty: 12982.224609
	Iteration 161Q: 3 clusters Score -8281490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -8281495.500000 Penalty: 12982.224609
	Iteration 162Q: 3 clusters Score -8281496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -8281509.000000 Penalty: 12982.224609
	Iteration 163Q: 3 clusters Score -8281509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -8281515.500000 Penalty: 12982.224609
	Iteration 164Q: 3 clusters Score -8281516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -8281505.000000 Penalty: 12982.224609
	Iteration 165Q: 3 clusters Score -8281505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -8281505.500000 Penalty: 12982.224609
	Iteration 166Q: 3 clusters Score -8281506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -8281527.000000 Penalty: 12982.224609
	Iteration 167Q: 3 clusters Score -8281527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -8281509.500000 Penalty: 12982.224609
	Iteration 168Q: 3 clusters Score -8281510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -8281502.000000 Penalty: 12982.224609
	Iteration 169Q: 3 clusters Score -8281502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -8281502.000000 Penalty: 12982.224609
	Iteration 170Q: 3 clusters Score -8281502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -8281495.500000 Penalty: 12982.224609
	Iteration 171Q: 3 clusters Score -8281496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -8281511.000000 Penalty: 12982.224609
	Iteration 172Q: 3 clusters Score -8281511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -8281518.500000 Penalty: 12982.224609
	Iteration 173Q: 3 clusters Score -8281518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -8281526.000000 Penalty: 12982.224609
	Iteration 174Q: 3 clusters Score -8281526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -8281543.500000 Penalty: 12982.224609
	Iteration 175Q: 3 clusters Score -8281544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -8281525.000000 Penalty: 12982.224609
	Iteration 176Q: 3 clusters Score -8281525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -8281520.500000 Penalty: 12982.224609
	Iteration 177Q: 3 clusters Score -8281520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -8281513.000000 Penalty: 12982.224609
	Iteration 178Q: 3 clusters Score -8281513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -8281525.500000 Penalty: 12982.224609
	Iteration 179Q: 3 clusters Score -8281526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -8281533.500000 Penalty: 12982.224609
	Iteration 180F: 3 clusters Score -8281534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -8281536.000000 Penalty: 12982.224609
	Iteration 181Q: 3 clusters Score -8281536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -8281532.000000 Penalty: 12982.224609
	Iteration 182Q: 3 clusters Score -8281532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -8281537.000000 Penalty: 12982.224609
	Iteration 183Q: 3 clusters Score -8281537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -8281541.000000 Penalty: 12982.224609
	Iteration 184Q: 3 clusters Score -8281541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -8281537.000000 Penalty: 12982.224609
	Iteration 185Q: 3 clusters Score -8281537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -8281545.500000 Penalty: 12982.224609
	Iteration 186Q: 3 clusters Score -8281546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -8281547.500000 Penalty: 12982.224609
	Iteration 187Q: 3 clusters Score -8281548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -8281555.000000 Penalty: 12982.224609
	Iteration 188Q: 3 clusters Score -8281555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -8281575.000000 Penalty: 12982.224609
	Iteration 189Q: 3 clusters Score -8281575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -8281582.000000 Penalty: 12982.224609
	Iteration 190Q: 3 clusters Score -8281582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -8281589.500000 Penalty: 12982.224609
	Iteration 191Q: 3 clusters Score -8281590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -8281593.000000 Penalty: 12982.224609
	Iteration 192Q: 3 clusters Score -8281593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -8281602.500000 Penalty: 12982.224609
	Iteration 193Q: 3 clusters Score -8281602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8281603.500000 Penalty: 12982.224609
	Iteration 194Q: 3 clusters Score -8281604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -8281610.500000 Penalty: 12982.224609
	Iteration 195Q: 3 clusters Score -8281610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -8281613.500000 Penalty: 12982.224609
	Iteration 196Q: 3 clusters Score -8281614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -8281624.000000 Penalty: 12982.224609
	Iteration 197Q: 3 clusters Score -8281624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -8281632.000000 Penalty: 12982.224609
	Iteration 198Q: 3 clusters Score -8281632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -8281644.000000 Penalty: 12982.224609
	Iteration 199Q: 3 clusters Score -8281644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -8281646.500000 Penalty: 12982.224609
	Iteration 200F: 3 clusters Score -8281646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -8281652.000000 Penalty: 12982.224609
	Iteration 201Q: 3 clusters Score -8281652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -8281648.000000 Penalty: 12982.224609
	Iteration 202Q: 3 clusters Score -8281648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -8281669.500000 Penalty: 12982.224609
	Iteration 203Q: 3 clusters Score -8281670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -8281667.500000 Penalty: 12982.224609
	Iteration 204Q: 3 clusters Score -8281668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -8281673.000000 Penalty: 12982.224609
	Iteration 205Q: 3 clusters Score -8281673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -8281676.500000 Penalty: 12982.224609
	Iteration 206Q: 3 clusters Score -8281676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -8281677.000000 Penalty: 12982.224609
	Iteration 207Q: 3 clusters Score -8281677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -8281697.000000 Penalty: 12982.224609
	Iteration 208Q: 3 clusters Score -8281697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -8281685.000000 Penalty: 12982.224609
	Iteration 209Q: 3 clusters Score -8281685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -8281675.500000 Penalty: 12982.224609
	Iteration 210Q: 3 clusters Score -8281676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -8281683.000000 Penalty: 12982.224609
	Iteration 211Q: 3 clusters Score -8281683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -8281709.500000 Penalty: 12982.224609
	Iteration 212Q: 3 clusters Score -8281710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -8281711.000000 Penalty: 12982.224609
	Iteration 213Q: 3 clusters Score -8281711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -8281713.000000 Penalty: 12982.224609
	Iteration 214Q: 3 clusters Score -8281713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -8281715.000000 Penalty: 12982.224609
	Iteration 215Q: 3 clusters Score -8281715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -8281708.000000 Penalty: 12982.224609
	Iteration 216Q: 3 clusters Score -8281708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -8281725.500000 Penalty: 12982.224609
	Iteration 217Q: 3 clusters Score -8281726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -8281732.500000 Penalty: 12982.224609
	Iteration 218Q: 3 clusters Score -8281732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -8281747.000000 Penalty: 12982.224609
	Iteration 219Q: 3 clusters Score -8281747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -8281743.000000 Penalty: 12982.224609
	Iteration 220F: 3 clusters Score -8281743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -8281744.500000 Penalty: 12982.224609
	Iteration 221Q: 3 clusters Score -8281744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -8281758.000000 Penalty: 12982.224609
	Iteration 222Q: 3 clusters Score -8281758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -8281764.000000 Penalty: 12982.224609
	Iteration 223Q: 3 clusters Score -8281764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -8281753.000000 Penalty: 12982.224609
	Iteration 224Q: 3 clusters Score -8281753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -8281743.500000 Penalty: 12982.224609
	Iteration 225Q: 3 clusters Score -8281744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -8281747.000000 Penalty: 12982.224609
	Iteration 226Q: 3 clusters Score -8281747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -8281764.000000 Penalty: 12982.224609
	Iteration 227Q: 3 clusters Score -8281764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -8281763.000000 Penalty: 12982.224609
	Iteration 228Q: 3 clusters Score -8281763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -8281763.500000 Penalty: 12982.224609
	Iteration 229Q: 3 clusters Score -8281764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -8281770.500000 Penalty: 12982.224609
	Iteration 230Q: 3 clusters Score -8281770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -8281764.000000 Penalty: 12982.224609
	Iteration 231Q: 3 clusters Score -8281764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -8281763.500000 Penalty: 12982.224609
	Iteration 232Q: 3 clusters Score -8281764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -8281772.000000 Penalty: 12982.224609
	Iteration 233Q: 3 clusters Score -8281772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -8281776.500000 Penalty: 12982.224609
	Iteration 234Q: 3 clusters Score -8281776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -8281775.000000 Penalty: 12982.224609
	Iteration 235Q: 3 clusters Score -8281775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -8281764.000000 Penalty: 12982.224609
	Iteration 236Q: 3 clusters Score -8281764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -8281791.500000 Penalty: 12982.224609
	Iteration 237Q: 3 clusters Score -8281792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -8281785.500000 Penalty: 12982.224609
	Iteration 238Q: 3 clusters Score -8281786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -8281784.500000 Penalty: 12982.224609
	Iteration 239Q: 3 clusters Score -8281784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -8281791.500000 Penalty: 12982.224609
	Iteration 240F: 3 clusters Score -8281792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -8281805.000000 Penalty: 12982.224609
	Iteration 241Q: 3 clusters Score -8281805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -8281775.000000 Penalty: 12982.224609
	Iteration 242Q: 3 clusters Score -8281775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -8281781.000000 Penalty: 12982.224609
	Iteration 243Q: 3 clusters Score -8281781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -8281796.000000 Penalty: 12982.224609
	Iteration 244Q: 3 clusters Score -8281796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -8281793.000000 Penalty: 12982.224609
	Iteration 245Q: 3 clusters Score -8281793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -8281783.500000 Penalty: 12982.224609
	Iteration 246Q: 3 clusters Score -8281784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -8281789.000000 Penalty: 12982.224609
	Iteration 247Q: 3 clusters Score -8281789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -8281798.500000 Penalty: 12982.224609
	Iteration 248Q: 3 clusters Score -8281798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -8281805.500000 Penalty: 12982.224609
	Iteration 249Q: 3 clusters Score -8281806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -8281809.500000 Penalty: 12982.224609
	Iteration 250Q: 3 clusters Score -8281810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -8281811.500000 Penalty: 12982.224609
	Iteration 251Q: 3 clusters Score -8281812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -8281799.500000 Penalty: 12982.224609
	Iteration 252Q: 3 clusters Score -8281800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -8281797.000000 Penalty: 12982.224609
	Iteration 253Q: 3 clusters Score -8281797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -8281802.000000 Penalty: 12982.224609
	Iteration 254Q: 3 clusters Score -8281802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -8281799.500000 Penalty: 12982.224609
	Iteration 255Q: 3 clusters Score -8281800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -8281803.000000 Penalty: 12982.224609
	Iteration 256Q: 3 clusters Score -8281803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -8281802.500000 Penalty: 12982.224609
	Iteration 257Q: 3 clusters Score -8281802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -8281803.500000 Penalty: 12982.224609
	Iteration 258Q: 3 clusters Score -8281804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -8281803.500000 Penalty: 12982.224609
	Iteration 259F: 3 clusters Score -8281804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Entering Unmasked Estep 
Score: -3614060.000000 Penalty: 6009.465332
	Iteration 0F: 2 clusters Score -3614060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3598631.750000 Penalty: 12018.930664
	Iteration 0F: 3 clusters Score -3598632 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3602440.000000 Penalty: 12018.930664
	Iteration 1F: 3 clusters Score -3602440 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3603064.750000 Penalty: 12018.930664
	Iteration 2F: 3 clusters Score -3603065 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3603465.000000 Penalty: 12018.930664
	Iteration 3Q: 3 clusters Score -3603465 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3603793.500000 Penalty: 12018.930664
	Iteration 4Q: 3 clusters Score -3603794 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3604034.250000 Penalty: 12018.930664
	Iteration 5Q: 3 clusters Score -3604034 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3604223.250000 Penalty: 12018.930664
	Iteration 6Q: 3 clusters Score -3604223 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3604355.500000 Penalty: 12018.930664
	Iteration 7Q: 3 clusters Score -3604356 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3604472.750000 Penalty: 12018.930664
	Iteration 8Q: 3 clusters Score -3604473 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3604574.500000 Penalty: 12018.930664
	Iteration 9Q: 3 clusters Score -3604574 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3604679.250000 Penalty: 12018.930664
	Iteration 10Q: 3 clusters Score -3604679 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3604784.000000 Penalty: 12018.930664
	Iteration 11Q: 3 clusters Score -3604784 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3604849.500000 Penalty: 12018.930664
	Iteration 12Q: 3 clusters Score -3604850 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3604924.750000 Penalty: 12018.930664
	Iteration 13Q: 3 clusters Score -3604925 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3604974.750000 Penalty: 12018.930664
	Iteration 14Q: 3 clusters Score -3604975 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3605013.750000 Penalty: 12018.930664
	Iteration 15Q: 3 clusters Score -3605014 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3605066.250000 Penalty: 12018.930664
	Iteration 16Q: 3 clusters Score -3605066 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3605103.250000 Penalty: 12018.930664
	Iteration 17Q: 3 clusters Score -3605103 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3605156.250000 Penalty: 12018.930664
	Iteration 18Q: 3 clusters Score -3605156 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3605201.500000 Penalty: 12018.930664
	Iteration 19Q: 3 clusters Score -3605202 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3605251.750000 Penalty: 12018.930664
	Iteration 20F: 3 clusters Score -3605252 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3605309.000000 Penalty: 12018.930664
	Iteration 21Q: 3 clusters Score -3605309 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3605357.750000 Penalty: 12018.930664
	Iteration 22Q: 3 clusters Score -3605358 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3605410.750000 Penalty: 12018.930664
	Iteration 23Q: 3 clusters Score -3605411 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3605475.750000 Penalty: 12018.930664
	Iteration 24Q: 3 clusters Score -3605476 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3605519.500000 Penalty: 12018.930664
	Iteration 25Q: 3 clusters Score -3605520 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3605586.750000 Penalty: 12018.930664
	Iteration 26Q: 3 clusters Score -3605587 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3605672.750000 Penalty: 12018.930664
	Iteration 27Q: 3 clusters Score -3605673 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3605762.000000 Penalty: 12018.930664
	Iteration 28Q: 3 clusters Score -3605762 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3605842.000000 Penalty: 12018.930664
	Iteration 29Q: 3 clusters Score -3605842 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3605939.500000 Penalty: 12018.930664
	Iteration 30Q: 3 clusters Score -3605940 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3606054.500000 Penalty: 12018.930664
	Iteration 31Q: 3 clusters Score -3606054 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3606190.750000 Penalty: 12018.930664
	Iteration 32Q: 3 clusters Score -3606191 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3606340.250000 Penalty: 12018.930664
	Iteration 33Q: 3 clusters Score -3606340 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3606479.250000 Penalty: 12018.930664
	Iteration 34Q: 3 clusters Score -3606479 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3606633.250000 Penalty: 12018.930664
	Iteration 35Q: 3 clusters Score -3606633 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3606790.250000 Penalty: 12018.930664
	Iteration 36Q: 3 clusters Score -3606790 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3606948.750000 Penalty: 12018.930664
	Iteration 37Q: 3 clusters Score -3606949 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3607125.500000 Penalty: 12018.930664
	Iteration 38Q: 3 clusters Score -3607126 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3607284.250000 Penalty: 12018.930664
	Iteration 39Q: 3 clusters Score -3607284 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3607491.750000 Penalty: 12018.930664
	Iteration 40F: 3 clusters Score -3607492 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3607684.750000 Penalty: 12018.930664
	Iteration 41Q: 3 clusters Score -3607685 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3607916.500000 Penalty: 12018.930664
	Iteration 42Q: 3 clusters Score -3607916 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3608135.250000 Penalty: 12018.930664
	Iteration 43Q: 3 clusters Score -3608135 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3608287.500000 Penalty: 12018.930664
	Iteration 44Q: 3 clusters Score -3608288 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3608435.250000 Penalty: 12018.930664
	Iteration 45Q: 3 clusters Score -3608435 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3608556.750000 Penalty: 12018.930664
	Iteration 46Q: 3 clusters Score -3608557 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3608667.000000 Penalty: 12018.930664
	Iteration 47Q: 3 clusters Score -3608667 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3608765.500000 Penalty: 12018.930664
	Iteration 48Q: 3 clusters Score -3608766 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3608851.000000 Penalty: 12018.930664
	Iteration 49Q: 3 clusters Score -3608851 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3608933.750000 Penalty: 12018.930664
	Iteration 50Q: 3 clusters Score -3608934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3609003.500000 Penalty: 12018.930664
	Iteration 51Q: 3 clusters Score -3609004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3609058.000000 Penalty: 12018.930664
	Iteration 52Q: 3 clusters Score -3609058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3609096.000000 Penalty: 12018.930664
	Iteration 53Q: 3 clusters Score -3609096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3609121.500000 Penalty: 12018.930664
	Iteration 54Q: 3 clusters Score -3609122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3609151.500000 Penalty: 12018.930664
	Iteration 55Q: 3 clusters Score -3609152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3609178.750000 Penalty: 12018.930664
	Iteration 56Q: 3 clusters Score -3609179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3609198.500000 Penalty: 12018.930664
	Iteration 57Q: 3 clusters Score -3609198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3609220.750000 Penalty: 12018.930664
	Iteration 58Q: 3 clusters Score -3609221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3609259.000000 Penalty: 12018.930664
	Iteration 59Q: 3 clusters Score -3609259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3609270.000000 Penalty: 12018.930664
	Iteration 60F: 3 clusters Score -3609270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3609288.000000 Penalty: 12018.930664
	Iteration 61Q: 3 clusters Score -3609288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3609298.500000 Penalty: 12018.930664
	Iteration 62Q: 3 clusters Score -3609298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3609318.000000 Penalty: 12018.930664
	Iteration 63Q: 3 clusters Score -3609318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3609322.750000 Penalty: 12018.930664
	Iteration 64Q: 3 clusters Score -3609323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3609325.500000 Penalty: 12018.930664
	Iteration 65Q: 3 clusters Score -3609326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3609333.500000 Penalty: 12018.930664
	Iteration 66Q: 3 clusters Score -3609334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3609330.000000 Penalty: 12018.930664
	Iteration 67Q: 3 clusters Score -3609330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3609337.500000 Penalty: 12018.930664
	Iteration 68Q: 3 clusters Score -3609338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3609341.500000 Penalty: 12018.930664
	Iteration 69Q: 3 clusters Score -3609342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3609346.000000 Penalty: 12018.930664
	Iteration 70Q: 3 clusters Score -3609346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3609358.000000 Penalty: 12018.930664
	Iteration 71Q: 3 clusters Score -3609358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3609361.500000 Penalty: 12018.930664
	Iteration 72Q: 3 clusters Score -3609362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3609367.500000 Penalty: 12018.930664
	Iteration 73Q: 3 clusters Score -3609368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3609365.750000 Penalty: 12018.930664
	Iteration 74Q: 3 clusters Score -3609366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3609373.000000 Penalty: 12018.930664
	Iteration 75Q: 3 clusters Score -3609373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3609380.000000 Penalty: 12018.930664
	Iteration 76Q: 3 clusters Score -3609380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3609380.000000 Penalty: 12018.930664
	Iteration 77F: 3 clusters Score -3609380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -104539.835938 Penalty: 3918.119385
	Iteration 0F: 2 clusters Score -104539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101219.648438 Penalty: 7836.238770
	Iteration 0F: 3 clusters Score -101219.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -101572.500000 Penalty: 7836.238770
	Iteration 1F: 3 clusters Score -101572.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -101734.437500 Penalty: 7836.238770
	Iteration 2F: 3 clusters Score -101734.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -101800.742188 Penalty: 7836.238770
	Iteration 3Q: 3 clusters Score -101800.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -101891.054688 Penalty: 7836.238770
	Iteration 4Q: 3 clusters Score -101891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101948.382812 Penalty: 7836.238770
	Iteration 5Q: 3 clusters Score -101948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101987.085938 Penalty: 7836.238770
	Iteration 6Q: 3 clusters Score -101987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -101991.859375 Penalty: 7836.238770
	Iteration 7Q: 3 clusters Score -101991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101994.539062 Penalty: 7836.238770
	Iteration 8Q: 3 clusters Score -101994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -101995.093750 Penalty: 7836.238770
	Iteration 9Q: 3 clusters Score -101995.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -101995.093750 Penalty: 7836.238770
	Iteration 10F: 3 clusters Score -101995.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -168911.531250 Penalty: 4200.227051
	Iteration 0F: 2 clusters Score -168911.5 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 458 members 
Entering Unmasked Estep 
Score: -164972.843750 Penalty: 8400.454102
	Iteration 0F: 3 clusters Score -164972.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -165412.921875 Penalty: 8400.454102
	Iteration 1F: 3 clusters Score -165412.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -165615.046875 Penalty: 8400.454102
	Iteration 2F: 3 clusters Score -165615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -165745.281250 Penalty: 8400.454102
	Iteration 3Q: 3 clusters Score -165745.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166029.953125 Penalty: 8400.454102
	Iteration 4Q: 3 clusters Score -166030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -166422.781250 Penalty: 8400.454102
	Iteration 5F: 3 clusters Score -166422.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -166828.156250 Penalty: 8400.454102
	Iteration 6F: 3 clusters Score -166828.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -167179.656250 Penalty: 8400.454102
	Iteration 7Q: 3 clusters Score -167179.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -167460.796875 Penalty: 8400.454102
	Iteration 8Q: 3 clusters Score -167460.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -167664.453125 Penalty: 8400.454102
	Iteration 9Q: 3 clusters Score -167664.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -167969.328125 Penalty: 8400.454102
	Iteration 10Q: 3 clusters Score -167969.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -168306.187500 Penalty: 8400.454102
	Iteration 11Q: 3 clusters Score -168306.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -168586.015625 Penalty: 8400.454102
	Iteration 12Q: 3 clusters Score -168586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -168918.000000 Penalty: 8400.454102
	Iteration 13Q: 3 clusters Score -168918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -169260.296875 Penalty: 8400.454102
	Iteration 14Q: 3 clusters Score -169260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -169393.437500 Penalty: 8400.454102
	Iteration 15Q: 3 clusters Score -169393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -169508.640625 Penalty: 8400.454102
	Iteration 16Q: 3 clusters Score -169508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -169608.453125 Penalty: 8400.454102
	Iteration 17Q: 3 clusters Score -169608.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -169678.671875 Penalty: 8400.454102
	Iteration 18Q: 3 clusters Score -169678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -169764.343750 Penalty: 8400.454102
	Iteration 19Q: 3 clusters Score -169764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -169846.406250 Penalty: 8400.454102
	Iteration 20F: 3 clusters Score -169846.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -170098.375000 Penalty: 8400.454102
	Iteration 21Q: 3 clusters Score -170098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -170214.093750 Penalty: 8400.454102
	Iteration 22Q: 3 clusters Score -170214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -170214.093750 Penalty: 8400.454102
	Iteration 23F: 3 clusters Score -170214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 18240 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 524 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 99212 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8163 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24960 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 87985 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19889 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 22231 members 
Mstep: Class 22 contains 60779 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 427 members 
Entering Unmasked Estep 
Score: -89419864.000000 Penalty: 191086.562500
Splitting cluster 4 changes total score from -89422040.000000 to -89419864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Entering Unmasked Estep 
Score: -1218344.125000 Penalty: 5317.223145
	Iteration 0F: 2 clusters Score -1218344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1210655.375000 Penalty: 10634.446289
	Iteration 0F: 3 clusters Score -1210655 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1211866.625000 Penalty: 10634.446289
	Iteration 1F: 3 clusters Score -1211867 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1212200.625000 Penalty: 10634.446289
	Iteration 2F: 3 clusters Score -1212201 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1212373.000000 Penalty: 10634.446289
	Iteration 3Q: 3 clusters Score -1212373 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1212477.375000 Penalty: 10634.446289
	Iteration 4Q: 3 clusters Score -1212477 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1212559.250000 Penalty: 10634.446289
	Iteration 5Q: 3 clusters Score -1212559 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1212631.500000 Penalty: 10634.446289
	Iteration 6Q: 3 clusters Score -1212632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1212670.750000 Penalty: 10634.446289
	Iteration 7Q: 3 clusters Score -1212671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1212698.125000 Penalty: 10634.446289
	Iteration 8Q: 3 clusters Score -1212698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1212719.250000 Penalty: 10634.446289
	Iteration 9Q: 3 clusters Score -1212719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1212735.750000 Penalty: 10634.446289
	Iteration 10Q: 3 clusters Score -1212736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1212752.750000 Penalty: 10634.446289
	Iteration 11Q: 3 clusters Score -1212753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1212767.750000 Penalty: 10634.446289
	Iteration 12Q: 3 clusters Score -1212768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1212780.125000 Penalty: 10634.446289
	Iteration 13Q: 3 clusters Score -1212780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1212793.875000 Penalty: 10634.446289
	Iteration 14Q: 3 clusters Score -1212794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1212801.750000 Penalty: 10634.446289
	Iteration 15Q: 3 clusters Score -1212802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1212803.000000 Penalty: 10634.446289
	Iteration 16Q: 3 clusters Score -1212803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1212802.875000 Penalty: 10634.446289
	Iteration 17Q: 3 clusters Score -1212803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1212807.875000 Penalty: 10634.446289
	Iteration 18Q: 3 clusters Score -1212808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1212808.500000 Penalty: 10634.446289
	Iteration 19Q: 3 clusters Score -1212808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1212808.375000 Penalty: 10634.446289
	Iteration 20F: 3 clusters Score -1212808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Entering Unmasked Estep 
Score: -3399488.000000 Penalty: 5972.402344
	Iteration 0F: 2 clusters Score -3399488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3384721.750000 Penalty: 11944.804688
	Iteration 0F: 3 clusters Score -3384722 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3388536.250000 Penalty: 11944.804688
	Iteration 1F: 3 clusters Score -3388536 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3389238.250000 Penalty: 11944.804688
	Iteration 2F: 3 clusters Score -3389238 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3389750.000000 Penalty: 11944.804688
	Iteration 3F: 3 clusters Score -3389750 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3390249.500000 Penalty: 11944.804688
	Iteration 4Q: 3 clusters Score -3390250 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3390660.000000 Penalty: 11944.804688
	Iteration 5Q: 3 clusters Score -3390660 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3391112.500000 Penalty: 11944.804688
	Iteration 6Q: 3 clusters Score -3391112 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3391568.750000 Penalty: 11944.804688
	Iteration 7Q: 3 clusters Score -3391569 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -3392038.500000 Penalty: 11944.804688
	Iteration 8Q: 3 clusters Score -3392038 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3392531.250000 Penalty: 11944.804688
	Iteration 9Q: 3 clusters Score -3392531 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3392950.000000 Penalty: 11944.804688
	Iteration 10Q: 3 clusters Score -3392950 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3393274.000000 Penalty: 11944.804688
	Iteration 11Q: 3 clusters Score -3393274 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3393530.000000 Penalty: 11944.804688
	Iteration 12Q: 3 clusters Score -3393530 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3393700.500000 Penalty: 11944.804688
	Iteration 13Q: 3 clusters Score -3393700 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3393847.250000 Penalty: 11944.804688
	Iteration 14Q: 3 clusters Score -3393847 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -3393942.000000 Penalty: 11944.804688
	Iteration 15Q: 3 clusters Score -3393942 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3394007.000000 Penalty: 11944.804688
	Iteration 16Q: 3 clusters Score -3394007 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3394076.500000 Penalty: 11944.804688
	Iteration 17Q: 3 clusters Score -3394076 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3394130.750000 Penalty: 11944.804688
	Iteration 18Q: 3 clusters Score -3394131 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3394169.000000 Penalty: 11944.804688
	Iteration 19Q: 3 clusters Score -3394169 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3394200.500000 Penalty: 11944.804688
	Iteration 20F: 3 clusters Score -3394200 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3394236.250000 Penalty: 11944.804688
	Iteration 21Q: 3 clusters Score -3394236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3394271.250000 Penalty: 11944.804688
	Iteration 22Q: 3 clusters Score -3394271 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3394282.250000 Penalty: 11944.804688
	Iteration 23Q: 3 clusters Score -3394282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3394304.750000 Penalty: 11944.804688
	Iteration 24Q: 3 clusters Score -3394305 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3394336.250000 Penalty: 11944.804688
	Iteration 25Q: 3 clusters Score -3394336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3394357.250000 Penalty: 11944.804688
	Iteration 26Q: 3 clusters Score -3394357 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3394385.000000 Penalty: 11944.804688
	Iteration 27Q: 3 clusters Score -3394385 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3394409.000000 Penalty: 11944.804688
	Iteration 28Q: 3 clusters Score -3394409 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3394439.500000 Penalty: 11944.804688
	Iteration 29Q: 3 clusters Score -3394440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3394468.500000 Penalty: 11944.804688
	Iteration 30Q: 3 clusters Score -3394468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3394484.250000 Penalty: 11944.804688
	Iteration 31Q: 3 clusters Score -3394484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3394498.750000 Penalty: 11944.804688
	Iteration 32Q: 3 clusters Score -3394499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3394507.500000 Penalty: 11944.804688
	Iteration 33Q: 3 clusters Score -3394508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3394522.250000 Penalty: 11944.804688
	Iteration 34Q: 3 clusters Score -3394522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3394523.250000 Penalty: 11944.804688
	Iteration 35Q: 3 clusters Score -3394523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3394543.750000 Penalty: 11944.804688
	Iteration 36Q: 3 clusters Score -3394544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3394556.750000 Penalty: 11944.804688
	Iteration 37Q: 3 clusters Score -3394557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3394558.500000 Penalty: 11944.804688
	Iteration 38Q: 3 clusters Score -3394558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3394565.500000 Penalty: 11944.804688
	Iteration 39Q: 3 clusters Score -3394566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3394584.750000 Penalty: 11944.804688
	Iteration 40F: 3 clusters Score -3394585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3394601.000000 Penalty: 11944.804688
	Iteration 41Q: 3 clusters Score -3394601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3394598.500000 Penalty: 11944.804688
	Iteration 42Q: 3 clusters Score -3394598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3394614.500000 Penalty: 11944.804688
	Iteration 43Q: 3 clusters Score -3394614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3394620.250000 Penalty: 11944.804688
	Iteration 44Q: 3 clusters Score -3394620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3394623.250000 Penalty: 11944.804688
	Iteration 45Q: 3 clusters Score -3394623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3394632.750000 Penalty: 11944.804688
	Iteration 46Q: 3 clusters Score -3394633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3394639.750000 Penalty: 11944.804688
	Iteration 47Q: 3 clusters Score -3394640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3394643.250000 Penalty: 11944.804688
	Iteration 48Q: 3 clusters Score -3394643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3394648.500000 Penalty: 11944.804688
	Iteration 49Q: 3 clusters Score -3394648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3394659.250000 Penalty: 11944.804688
	Iteration 50Q: 3 clusters Score -3394659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3394661.250000 Penalty: 11944.804688
	Iteration 51Q: 3 clusters Score -3394661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3394675.250000 Penalty: 11944.804688
	Iteration 52Q: 3 clusters Score -3394675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3394673.000000 Penalty: 11944.804688
	Iteration 53Q: 3 clusters Score -3394673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3394687.250000 Penalty: 11944.804688
	Iteration 54Q: 3 clusters Score -3394687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3394692.000000 Penalty: 11944.804688
	Iteration 55Q: 3 clusters Score -3394692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3394713.000000 Penalty: 11944.804688
	Iteration 56Q: 3 clusters Score -3394713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3394725.000000 Penalty: 11944.804688
	Iteration 57Q: 3 clusters Score -3394725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3394734.000000 Penalty: 11944.804688
	Iteration 58Q: 3 clusters Score -3394734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3394743.000000 Penalty: 11944.804688
	Iteration 59Q: 3 clusters Score -3394743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3394758.250000 Penalty: 11944.804688
	Iteration 60F: 3 clusters Score -3394758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3394771.250000 Penalty: 11944.804688
	Iteration 61Q: 3 clusters Score -3394771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3394782.250000 Penalty: 11944.804688
	Iteration 62Q: 3 clusters Score -3394782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3394781.500000 Penalty: 11944.804688
	Iteration 63Q: 3 clusters Score -3394782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3394792.250000 Penalty: 11944.804688
	Iteration 64Q: 3 clusters Score -3394792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3394800.250000 Penalty: 11944.804688
	Iteration 65Q: 3 clusters Score -3394800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3394818.500000 Penalty: 11944.804688
	Iteration 66Q: 3 clusters Score -3394818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3394820.500000 Penalty: 11944.804688
	Iteration 67Q: 3 clusters Score -3394820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3394826.250000 Penalty: 11944.804688
	Iteration 68Q: 3 clusters Score -3394826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3394837.750000 Penalty: 11944.804688
	Iteration 69Q: 3 clusters Score -3394838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3394835.750000 Penalty: 11944.804688
	Iteration 70Q: 3 clusters Score -3394836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3394847.250000 Penalty: 11944.804688
	Iteration 71Q: 3 clusters Score -3394847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3394861.000000 Penalty: 11944.804688
	Iteration 72Q: 3 clusters Score -3394861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3394875.250000 Penalty: 11944.804688
	Iteration 73Q: 3 clusters Score -3394875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3394870.500000 Penalty: 11944.804688
	Iteration 74Q: 3 clusters Score -3394870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3394874.750000 Penalty: 11944.804688
	Iteration 75Q: 3 clusters Score -3394875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3394882.000000 Penalty: 11944.804688
	Iteration 76Q: 3 clusters Score -3394882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3394884.750000 Penalty: 11944.804688
	Iteration 77Q: 3 clusters Score -3394885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3394884.750000 Penalty: 11944.804688
	Iteration 78Q: 3 clusters Score -3394885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3394899.250000 Penalty: 11944.804688
	Iteration 79Q: 3 clusters Score -3394899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3394900.000000 Penalty: 11944.804688
	Iteration 80F: 3 clusters Score -3394900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3394907.500000 Penalty: 11944.804688
	Iteration 81Q: 3 clusters Score -3394908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3394905.500000 Penalty: 11944.804688
	Iteration 82Q: 3 clusters Score -3394906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3394915.500000 Penalty: 11944.804688
	Iteration 83Q: 3 clusters Score -3394916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3394915.250000 Penalty: 11944.804688
	Iteration 84Q: 3 clusters Score -3394915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3394928.500000 Penalty: 11944.804688
	Iteration 85Q: 3 clusters Score -3394928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3394925.500000 Penalty: 11944.804688
	Iteration 86Q: 3 clusters Score -3394926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3394927.500000 Penalty: 11944.804688
	Iteration 87Q: 3 clusters Score -3394928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3394929.750000 Penalty: 11944.804688
	Iteration 88Q: 3 clusters Score -3394930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3394934.500000 Penalty: 11944.804688
	Iteration 89Q: 3 clusters Score -3394934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3394932.000000 Penalty: 11944.804688
	Iteration 90Q: 3 clusters Score -3394932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3394938.500000 Penalty: 11944.804688
	Iteration 91Q: 3 clusters Score -3394938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3394933.750000 Penalty: 11944.804688
	Iteration 92Q: 3 clusters Score -3394934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3394935.250000 Penalty: 11944.804688
	Iteration 93Q: 3 clusters Score -3394935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3394934.000000 Penalty: 11944.804688
	Iteration 94Q: 3 clusters Score -3394934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3394934.250000 Penalty: 11944.804688
	Iteration 95Q: 3 clusters Score -3394934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3394931.000000 Penalty: 11944.804688
	Iteration 96Q: 3 clusters Score -3394931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3394933.250000 Penalty: 11944.804688
	Iteration 97Q: 3 clusters Score -3394933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3394938.500000 Penalty: 11944.804688
	Iteration 98Q: 3 clusters Score -3394938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3394946.750000 Penalty: 11944.804688
	Iteration 99Q: 3 clusters Score -3394947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3394942.750000 Penalty: 11944.804688
	Iteration 100F: 3 clusters Score -3394943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (99212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Entering Unmasked Estep 
Score: -20477124.000000 Penalty: 7046.821289
	Iteration 0F: 2 clusters Score -2.047712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -20409398.000000 Penalty: 14093.642578
	Iteration 0F: 3 clusters Score -2.04094e+07 nChanged 45326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -20434262.000000 Penalty: 14093.642578
	Iteration 1F: 3 clusters Score -2.043426e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -20435750.000000 Penalty: 14093.642578
	Iteration 2Q: 3 clusters Score -2.043575e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -20437676.000000 Penalty: 14093.642578
	Iteration 3Q: 3 clusters Score -2.043768e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -20440218.000000 Penalty: 14093.642578
	Iteration 4Q: 3 clusters Score -2.044022e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -20443972.000000 Penalty: 14093.642578
	Iteration 5F: 3 clusters Score -2.044397e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -20448166.000000 Penalty: 14093.642578
	Iteration 6F: 3 clusters Score -2.044817e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -20452450.000000 Penalty: 14093.642578
	Iteration 7F: 3 clusters Score -2.045245e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -20456270.000000 Penalty: 14093.642578
	Iteration 8F: 3 clusters Score -2.045627e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -20459514.000000 Penalty: 14093.642578
	Iteration 9F: 3 clusters Score -2.045951e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -20462238.000000 Penalty: 14093.642578
	Iteration 10Q: 3 clusters Score -2.046224e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -20464668.000000 Penalty: 14093.642578
	Iteration 11Q: 3 clusters Score -2.046467e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -20466410.000000 Penalty: 14093.642578
	Iteration 12Q: 3 clusters Score -2.046641e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -20467602.000000 Penalty: 14093.642578
	Iteration 13Q: 3 clusters Score -2.04676e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -20468620.000000 Penalty: 14093.642578
	Iteration 14Q: 3 clusters Score -2.046862e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -20469432.000000 Penalty: 14093.642578
	Iteration 15Q: 3 clusters Score -2.046943e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -20469970.000000 Penalty: 14093.642578
	Iteration 16Q: 3 clusters Score -2.046997e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -20470410.000000 Penalty: 14093.642578
	Iteration 17Q: 3 clusters Score -2.047041e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -20470552.000000 Penalty: 14093.642578
	Iteration 18Q: 3 clusters Score -2.047055e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -20470710.000000 Penalty: 14093.642578
	Iteration 19Q: 3 clusters Score -2.047071e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -20470780.000000 Penalty: 14093.642578
	Iteration 20F: 3 clusters Score -2.047078e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -20470856.000000 Penalty: 14093.642578
	Iteration 21Q: 3 clusters Score -2.047086e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -20470972.000000 Penalty: 14093.642578
	Iteration 22Q: 3 clusters Score -2.047097e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -20470992.000000 Penalty: 14093.642578
	Iteration 23Q: 3 clusters Score -2.047099e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -20471018.000000 Penalty: 14093.642578
	Iteration 24Q: 3 clusters Score -2.047102e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -20471094.000000 Penalty: 14093.642578
	Iteration 25Q: 3 clusters Score -2.047109e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -20471132.000000 Penalty: 14093.642578
	Iteration 26Q: 3 clusters Score -2.047113e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -20471172.000000 Penalty: 14093.642578
	Iteration 27Q: 3 clusters Score -2.047117e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -20471196.000000 Penalty: 14093.642578
	Iteration 28Q: 3 clusters Score -2.04712e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -20471166.000000 Penalty: 14093.642578
	Iteration 29Q: 3 clusters Score -2.047117e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -20471230.000000 Penalty: 14093.642578
	Iteration 30Q: 3 clusters Score -2.047123e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -20471244.000000 Penalty: 14093.642578
	Iteration 31Q: 3 clusters Score -2.047124e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -20471280.000000 Penalty: 14093.642578
	Iteration 32Q: 3 clusters Score -2.047128e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -20471338.000000 Penalty: 14093.642578
	Iteration 33Q: 3 clusters Score -2.047134e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -20471344.000000 Penalty: 14093.642578
	Iteration 34Q: 3 clusters Score -2.047134e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -20471334.000000 Penalty: 14093.642578
	Iteration 35Q: 3 clusters Score -2.047133e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -20471340.000000 Penalty: 14093.642578
	Iteration 36Q: 3 clusters Score -2.047134e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -20471350.000000 Penalty: 14093.642578
	Iteration 37Q: 3 clusters Score -2.047135e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -20471460.000000 Penalty: 14093.642578
	Iteration 38Q: 3 clusters Score -2.047146e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -20471452.000000 Penalty: 14093.642578
	Iteration 39Q: 3 clusters Score -2.047145e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -20471480.000000 Penalty: 14093.642578
	Iteration 40F: 3 clusters Score -2.047148e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -20471502.000000 Penalty: 14093.642578
	Iteration 41Q: 3 clusters Score -2.04715e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87861 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -20471520.000000 Penalty: 14093.642578
	Iteration 42Q: 3 clusters Score -2.047152e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -20471544.000000 Penalty: 14093.642578
	Iteration 43Q: 3 clusters Score -2.047154e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -20471606.000000 Penalty: 14093.642578
	Iteration 44Q: 3 clusters Score -2.047161e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -20471650.000000 Penalty: 14093.642578
	Iteration 45Q: 3 clusters Score -2.047165e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -20471688.000000 Penalty: 14093.642578
	Iteration 46Q: 3 clusters Score -2.047169e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -20471716.000000 Penalty: 14093.642578
	Iteration 47Q: 3 clusters Score -2.047172e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -20471724.000000 Penalty: 14093.642578
	Iteration 48Q: 3 clusters Score -2.047172e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -20471722.000000 Penalty: 14093.642578
	Iteration 49Q: 3 clusters Score -2.047172e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -20471730.000000 Penalty: 14093.642578
	Iteration 50Q: 3 clusters Score -2.047173e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -20471754.000000 Penalty: 14093.642578
	Iteration 51Q: 3 clusters Score -2.047175e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -20471782.000000 Penalty: 14093.642578
	Iteration 52Q: 3 clusters Score -2.047178e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -20471786.000000 Penalty: 14093.642578
	Iteration 53Q: 3 clusters Score -2.047179e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -20471780.000000 Penalty: 14093.642578
	Iteration 54Q: 3 clusters Score -2.047178e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89471 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -20471856.000000 Penalty: 14093.642578
	Iteration 55Q: 3 clusters Score -2.047186e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -20471856.000000 Penalty: 14093.642578
	Iteration 56Q: 3 clusters Score -2.047186e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -20471870.000000 Penalty: 14093.642578
	Iteration 57Q: 3 clusters Score -2.047187e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -20471850.000000 Penalty: 14093.642578
	Iteration 58Q: 3 clusters Score -2.047185e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -20471840.000000 Penalty: 14093.642578
	Iteration 59Q: 3 clusters Score -2.047184e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -20471908.000000 Penalty: 14093.642578
	Iteration 60F: 3 clusters Score -2.047191e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -20471928.000000 Penalty: 14093.642578
	Iteration 61Q: 3 clusters Score -2.047193e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -20471944.000000 Penalty: 14093.642578
	Iteration 62Q: 3 clusters Score -2.047194e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -20471898.000000 Penalty: 14093.642578
	Iteration 63Q: 3 clusters Score -2.04719e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -20471930.000000 Penalty: 14093.642578
	Iteration 64Q: 3 clusters Score -2.047193e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -20471932.000000 Penalty: 14093.642578
	Iteration 65Q: 3 clusters Score -2.047193e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -20471988.000000 Penalty: 14093.642578
	Iteration 66Q: 3 clusters Score -2.047199e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -20471970.000000 Penalty: 14093.642578
	Iteration 67Q: 3 clusters Score -2.047197e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -20471962.000000 Penalty: 14093.642578
	Iteration 68Q: 3 clusters Score -2.047196e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -20471986.000000 Penalty: 14093.642578
	Iteration 69Q: 3 clusters Score -2.047199e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -20472022.000000 Penalty: 14093.642578
	Iteration 70Q: 3 clusters Score -2.047202e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -20472012.000000 Penalty: 14093.642578
	Iteration 71Q: 3 clusters Score -2.047201e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -20472026.000000 Penalty: 14093.642578
	Iteration 72Q: 3 clusters Score -2.047203e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -20472080.000000 Penalty: 14093.642578
	Iteration 73Q: 3 clusters Score -2.047208e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -20472074.000000 Penalty: 14093.642578
	Iteration 74Q: 3 clusters Score -2.047207e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -20472066.000000 Penalty: 14093.642578
	Iteration 75Q: 3 clusters Score -2.047207e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91266 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -20472050.000000 Penalty: 14093.642578
	Iteration 76Q: 3 clusters Score -2.047205e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91300 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -20472064.000000 Penalty: 14093.642578
	Iteration 77Q: 3 clusters Score -2.047206e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -20472062.000000 Penalty: 14093.642578
	Iteration 78Q: 3 clusters Score -2.047206e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -20472102.000000 Penalty: 14093.642578
	Iteration 79Q: 3 clusters Score -2.04721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -20472090.000000 Penalty: 14093.642578
	Iteration 80F: 3 clusters Score -2.047209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -20472102.000000 Penalty: 14093.642578
	Iteration 81Q: 3 clusters Score -2.04721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -20472092.000000 Penalty: 14093.642578
	Iteration 82Q: 3 clusters Score -2.047209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -20472078.000000 Penalty: 14093.642578
	Iteration 83Q: 3 clusters Score -2.047208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -20472070.000000 Penalty: 14093.642578
	Iteration 84Q: 3 clusters Score -2.047207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -20472080.000000 Penalty: 14093.642578
	Iteration 85Q: 3 clusters Score -2.047208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -20472076.000000 Penalty: 14093.642578
	Iteration 86Q: 3 clusters Score -2.047208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -20472088.000000 Penalty: 14093.642578
	Iteration 87Q: 3 clusters Score -2.047209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -20472120.000000 Penalty: 14093.642578
	Iteration 88Q: 3 clusters Score -2.047212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91621 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -20472150.000000 Penalty: 14093.642578
	Iteration 89Q: 3 clusters Score -2.047215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -20472124.000000 Penalty: 14093.642578
	Iteration 90Q: 3 clusters Score -2.047212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -20472108.000000 Penalty: 14093.642578
	Iteration 91Q: 3 clusters Score -2.047211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -20472102.000000 Penalty: 14093.642578
	Iteration 92Q: 3 clusters Score -2.04721e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -20472128.000000 Penalty: 14093.642578
	Iteration 93Q: 3 clusters Score -2.047213e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -20472148.000000 Penalty: 14093.642578
	Iteration 94Q: 3 clusters Score -2.047215e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -20472152.000000 Penalty: 14093.642578
	Iteration 95Q: 3 clusters Score -2.047215e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -20472162.000000 Penalty: 14093.642578
	Iteration 96Q: 3 clusters Score -2.047216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -20472182.000000 Penalty: 14093.642578
	Iteration 97Q: 3 clusters Score -2.047218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -20472174.000000 Penalty: 14093.642578
	Iteration 98Q: 3 clusters Score -2.047217e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91939 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -20472178.000000 Penalty: 14093.642578
	Iteration 99Q: 3 clusters Score -2.047218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -20472180.000000 Penalty: 14093.642578
	Iteration 100F: 3 clusters Score -2.047218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -20472166.000000 Penalty: 14093.642578
	Iteration 101Q: 3 clusters Score -2.047217e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -20472152.000000 Penalty: 14093.642578
	Iteration 102Q: 3 clusters Score -2.047215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -20472156.000000 Penalty: 14093.642578
	Iteration 103Q: 3 clusters Score -2.047216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -20472156.000000 Penalty: 14093.642578
	Iteration 104Q: 3 clusters Score -2.047216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -20472168.000000 Penalty: 14093.642578
	Iteration 105Q: 3 clusters Score -2.047217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -20472174.000000 Penalty: 14093.642578
	Iteration 106Q: 3 clusters Score -2.047217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -20472198.000000 Penalty: 14093.642578
	Iteration 107Q: 3 clusters Score -2.04722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -20472204.000000 Penalty: 14093.642578
	Iteration 108Q: 3 clusters Score -2.04722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -20472202.000000 Penalty: 14093.642578
	Iteration 109Q: 3 clusters Score -2.04722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -20472200.000000 Penalty: 14093.642578
	Iteration 110Q: 3 clusters Score -2.04722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -20472208.000000 Penalty: 14093.642578
	Iteration 111Q: 3 clusters Score -2.047221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -20472204.000000 Penalty: 14093.642578
	Iteration 112Q: 3 clusters Score -2.04722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92189 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -20472184.000000 Penalty: 14093.642578
	Iteration 113Q: 3 clusters Score -2.047218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -20472200.000000 Penalty: 14093.642578
	Iteration 114Q: 3 clusters Score -2.04722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -20472190.000000 Penalty: 14093.642578
	Iteration 115Q: 3 clusters Score -2.047219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -20472194.000000 Penalty: 14093.642578
	Iteration 116Q: 3 clusters Score -2.047219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -20472200.000000 Penalty: 14093.642578
	Iteration 117Q: 3 clusters Score -2.04722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -20472186.000000 Penalty: 14093.642578
	Iteration 118Q: 3 clusters Score -2.047219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -20472190.000000 Penalty: 14093.642578
	Iteration 119Q: 3 clusters Score -2.047219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -20472198.000000 Penalty: 14093.642578
	Iteration 120F: 3 clusters Score -2.04722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -20472204.000000 Penalty: 14093.642578
	Iteration 121Q: 3 clusters Score -2.04722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -20472214.000000 Penalty: 14093.642578
	Iteration 122Q: 3 clusters Score -2.047221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92341 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -20472196.000000 Penalty: 14093.642578
	Iteration 123Q: 3 clusters Score -2.04722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -20472206.000000 Penalty: 14093.642578
	Iteration 124Q: 3 clusters Score -2.047221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -20472214.000000 Penalty: 14093.642578
	Iteration 125Q: 3 clusters Score -2.047221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -20472218.000000 Penalty: 14093.642578
	Iteration 126Q: 3 clusters Score -2.047222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -20472200.000000 Penalty: 14093.642578
	Iteration 127Q: 3 clusters Score -2.04722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -20472208.000000 Penalty: 14093.642578
	Iteration 128Q: 3 clusters Score -2.047221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -20472214.000000 Penalty: 14093.642578
	Iteration 129Q: 3 clusters Score -2.047221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -20472214.000000 Penalty: 14093.642578
	Iteration 130Q: 3 clusters Score -2.047221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -20472234.000000 Penalty: 14093.642578
	Iteration 131Q: 3 clusters Score -2.047223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92447 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -20472242.000000 Penalty: 14093.642578
	Iteration 132Q: 3 clusters Score -2.047224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -20472246.000000 Penalty: 14093.642578
	Iteration 133Q: 3 clusters Score -2.047225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92464 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -20472230.000000 Penalty: 14093.642578
	Iteration 134Q: 3 clusters Score -2.047223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92469 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -20472234.000000 Penalty: 14093.642578
	Iteration 135Q: 3 clusters Score -2.047223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92477 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -20472228.000000 Penalty: 14093.642578
	Iteration 136Q: 3 clusters Score -2.047223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -20472234.000000 Penalty: 14093.642578
	Iteration 137Q: 3 clusters Score -2.047223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -20472248.000000 Penalty: 14093.642578
	Iteration 138Q: 3 clusters Score -2.047225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -20472244.000000 Penalty: 14093.642578
	Iteration 139Q: 3 clusters Score -2.047224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92526 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -20472266.000000 Penalty: 14093.642578
	Iteration 140F: 3 clusters Score -2.047227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92539 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -20472260.000000 Penalty: 14093.642578
	Iteration 141Q: 3 clusters Score -2.047226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -20472264.000000 Penalty: 14093.642578
	Iteration 142Q: 3 clusters Score -2.047226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92563 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -20472288.000000 Penalty: 14093.642578
	Iteration 143Q: 3 clusters Score -2.047229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -20472278.000000 Penalty: 14093.642578
	Iteration 144Q: 3 clusters Score -2.047228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -20472270.000000 Penalty: 14093.642578
	Iteration 145Q: 3 clusters Score -2.047227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -20472244.000000 Penalty: 14093.642578
	Iteration 146Q: 3 clusters Score -2.047224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -20472254.000000 Penalty: 14093.642578
	Iteration 147Q: 3 clusters Score -2.047225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -20472268.000000 Penalty: 14093.642578
	Iteration 148Q: 3 clusters Score -2.047227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -20472258.000000 Penalty: 14093.642578
	Iteration 149Q: 3 clusters Score -2.047226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -20472276.000000 Penalty: 14093.642578
	Iteration 150Q: 3 clusters Score -2.047228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -20472284.000000 Penalty: 14093.642578
	Iteration 151Q: 3 clusters Score -2.047228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -20472286.000000 Penalty: 14093.642578
	Iteration 152Q: 3 clusters Score -2.047229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -20472290.000000 Penalty: 14093.642578
	Iteration 153Q: 3 clusters Score -2.047229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -20472286.000000 Penalty: 14093.642578
	Iteration 154Q: 3 clusters Score -2.047229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -20472288.000000 Penalty: 14093.642578
	Iteration 155Q: 3 clusters Score -2.047229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -20472282.000000 Penalty: 14093.642578
	Iteration 156Q: 3 clusters Score -2.047228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -20472284.000000 Penalty: 14093.642578
	Iteration 157Q: 3 clusters Score -2.047228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -20472288.000000 Penalty: 14093.642578
	Iteration 158Q: 3 clusters Score -2.047229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -20472270.000000 Penalty: 14093.642578
	Iteration 159Q: 3 clusters Score -2.047227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -20472274.000000 Penalty: 14093.642578
	Iteration 160F: 3 clusters Score -2.047227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -20472276.000000 Penalty: 14093.642578
	Iteration 161Q: 3 clusters Score -2.047228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92685 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -20472268.000000 Penalty: 14093.642578
	Iteration 162Q: 3 clusters Score -2.047227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -20472282.000000 Penalty: 14093.642578
	Iteration 163Q: 3 clusters Score -2.047228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -20472280.000000 Penalty: 14093.642578
	Iteration 164Q: 3 clusters Score -2.047228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -20472272.000000 Penalty: 14093.642578
	Iteration 165Q: 3 clusters Score -2.047227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -20472270.000000 Penalty: 14093.642578
	Iteration 166Q: 3 clusters Score -2.047227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -20472262.000000 Penalty: 14093.642578
	Iteration 167Q: 3 clusters Score -2.047226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92722 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -20472278.000000 Penalty: 14093.642578
	Iteration 168Q: 3 clusters Score -2.047228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -20472280.000000 Penalty: 14093.642578
	Iteration 169Q: 3 clusters Score -2.047228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92741 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -20472294.000000 Penalty: 14093.642578
	Iteration 170Q: 3 clusters Score -2.047229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92750 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -20472298.000000 Penalty: 14093.642578
	Iteration 171Q: 3 clusters Score -2.04723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -20472290.000000 Penalty: 14093.642578
	Iteration 172Q: 3 clusters Score -2.047229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92758 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -20472292.000000 Penalty: 14093.642578
	Iteration 173Q: 3 clusters Score -2.047229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -20472296.000000 Penalty: 14093.642578
	Iteration 174Q: 3 clusters Score -2.04723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92765 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -20472292.000000 Penalty: 14093.642578
	Iteration 175Q: 3 clusters Score -2.047229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92771 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -20472286.000000 Penalty: 14093.642578
	Iteration 176Q: 3 clusters Score -2.047229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -20472292.000000 Penalty: 14093.642578
	Iteration 177Q: 3 clusters Score -2.047229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92773 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -20472304.000000 Penalty: 14093.642578
	Iteration 178Q: 3 clusters Score -2.04723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -20472292.000000 Penalty: 14093.642578
	Iteration 179Q: 3 clusters Score -2.047229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -20472304.000000 Penalty: 14093.642578
	Iteration 180F: 3 clusters Score -2.04723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -20472302.000000 Penalty: 14093.642578
	Iteration 181Q: 3 clusters Score -2.04723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -20472302.000000 Penalty: 14093.642578
	Iteration 182Q: 3 clusters Score -2.04723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92782 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -20472308.000000 Penalty: 14093.642578
	Iteration 183Q: 3 clusters Score -2.047231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -20472304.000000 Penalty: 14093.642578
	Iteration 184Q: 3 clusters Score -2.04723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -20472294.000000 Penalty: 14093.642578
	Iteration 185Q: 3 clusters Score -2.047229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -20472294.000000 Penalty: 14093.642578
	Iteration 186F: 3 clusters Score -2.047229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102467.562500 Penalty: 3872.571045
	Iteration 0F: 2 clusters Score -102467.6 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: -99006.289062 Penalty: 7745.142090
	Iteration 0F: 3 clusters Score -99006.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99148.359375 Penalty: 7745.142090
	Iteration 1F: 3 clusters Score -99148.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99189.992188 Penalty: 7745.142090
	Iteration 2Q: 3 clusters Score -99189.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99210.085938 Penalty: 7745.142090
	Iteration 3Q: 3 clusters Score -99210.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99224.687500 Penalty: 7745.142090
	Iteration 4Q: 3 clusters Score -99224.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -99227.585938 Penalty: 7745.142090
	Iteration 5Q: 3 clusters Score -99227.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99232.429688 Penalty: 7745.142090
	Iteration 6Q: 3 clusters Score -99232.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -99236.507812 Penalty: 7745.142090
	Iteration 7Q: 3 clusters Score -99236.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -99236.507812 Penalty: 7745.142090
	Iteration 8F: 3 clusters Score -99236.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Entering Unmasked Estep 
Score: -1620413.500000 Penalty: 5517.012207
	Iteration 0F: 2 clusters Score -1620414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1611377.625000 Penalty: 11034.024414
	Iteration 0F: 3 clusters Score -1611378 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1613123.500000 Penalty: 11034.024414
	Iteration 1F: 3 clusters Score -1613124 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1613558.750000 Penalty: 11034.024414
	Iteration 2F: 3 clusters Score -1613559 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1613832.875000 Penalty: 11034.024414
	Iteration 3Q: 3 clusters Score -1613833 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1614034.375000 Penalty: 11034.024414
	Iteration 4Q: 3 clusters Score -1614034 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1614203.375000 Penalty: 11034.024414
	Iteration 5Q: 3 clusters Score -1614203 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1614358.625000 Penalty: 11034.024414
	Iteration 6Q: 3 clusters Score -1614359 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1614526.875000 Penalty: 11034.024414
	Iteration 7Q: 3 clusters Score -1614527 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1614669.875000 Penalty: 11034.024414
	Iteration 8Q: 3 clusters Score -1614670 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1614794.000000 Penalty: 11034.024414
	Iteration 9Q: 3 clusters Score -1614794 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1614915.750000 Penalty: 11034.024414
	Iteration 10Q: 3 clusters Score -1614916 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1615020.750000 Penalty: 11034.024414
	Iteration 11Q: 3 clusters Score -1615021 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1615113.000000 Penalty: 11034.024414
	Iteration 12Q: 3 clusters Score -1615113 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1615172.375000 Penalty: 11034.024414
	Iteration 13Q: 3 clusters Score -1615172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1615222.125000 Penalty: 11034.024414
	Iteration 14Q: 3 clusters Score -1615222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1615272.250000 Penalty: 11034.024414
	Iteration 15Q: 3 clusters Score -1615272 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1615325.750000 Penalty: 11034.024414
	Iteration 16Q: 3 clusters Score -1615326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1615365.125000 Penalty: 11034.024414
	Iteration 17Q: 3 clusters Score -1615365 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1615404.750000 Penalty: 11034.024414
	Iteration 18Q: 3 clusters Score -1615405 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1615434.375000 Penalty: 11034.024414
	Iteration 19Q: 3 clusters Score -1615434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1615470.625000 Penalty: 11034.024414
	Iteration 20F: 3 clusters Score -1615471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1615510.750000 Penalty: 11034.024414
	Iteration 21Q: 3 clusters Score -1615511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1615539.375000 Penalty: 11034.024414
	Iteration 22Q: 3 clusters Score -1615539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1615559.125000 Penalty: 11034.024414
	Iteration 23Q: 3 clusters Score -1615559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1615580.375000 Penalty: 11034.024414
	Iteration 24Q: 3 clusters Score -1615580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1615612.500000 Penalty: 11034.024414
	Iteration 25Q: 3 clusters Score -1615612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1615629.500000 Penalty: 11034.024414
	Iteration 26Q: 3 clusters Score -1615630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1615655.125000 Penalty: 11034.024414
	Iteration 27Q: 3 clusters Score -1615655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1615680.625000 Penalty: 11034.024414
	Iteration 28Q: 3 clusters Score -1615681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1615705.750000 Penalty: 11034.024414
	Iteration 29Q: 3 clusters Score -1615706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1615728.000000 Penalty: 11034.024414
	Iteration 30Q: 3 clusters Score -1615728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1615765.375000 Penalty: 11034.024414
	Iteration 31Q: 3 clusters Score -1615765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1615796.625000 Penalty: 11034.024414
	Iteration 32Q: 3 clusters Score -1615797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1615815.375000 Penalty: 11034.024414
	Iteration 33Q: 3 clusters Score -1615815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1615833.625000 Penalty: 11034.024414
	Iteration 34Q: 3 clusters Score -1615834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1615847.875000 Penalty: 11034.024414
	Iteration 35Q: 3 clusters Score -1615848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1615867.750000 Penalty: 11034.024414
	Iteration 36Q: 3 clusters Score -1615868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1615880.250000 Penalty: 11034.024414
	Iteration 37Q: 3 clusters Score -1615880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1615890.125000 Penalty: 11034.024414
	Iteration 38Q: 3 clusters Score -1615890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1615895.875000 Penalty: 11034.024414
	Iteration 39Q: 3 clusters Score -1615896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1615906.750000 Penalty: 11034.024414
	Iteration 40F: 3 clusters Score -1615907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1615914.875000 Penalty: 11034.024414
	Iteration 41Q: 3 clusters Score -1615915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1615927.250000 Penalty: 11034.024414
	Iteration 42Q: 3 clusters Score -1615927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1615936.625000 Penalty: 11034.024414
	Iteration 43Q: 3 clusters Score -1615937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1615943.500000 Penalty: 11034.024414
	Iteration 44Q: 3 clusters Score -1615944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1615956.250000 Penalty: 11034.024414
	Iteration 45Q: 3 clusters Score -1615956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1615963.125000 Penalty: 11034.024414
	Iteration 46Q: 3 clusters Score -1615963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1615980.375000 Penalty: 11034.024414
	Iteration 47Q: 3 clusters Score -1615980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1615992.000000 Penalty: 11034.024414
	Iteration 48Q: 3 clusters Score -1615992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1616001.500000 Penalty: 11034.024414
	Iteration 49Q: 3 clusters Score -1616002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1616013.375000 Penalty: 11034.024414
	Iteration 50Q: 3 clusters Score -1616013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1616022.000000 Penalty: 11034.024414
	Iteration 51Q: 3 clusters Score -1616022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1616025.875000 Penalty: 11034.024414
	Iteration 52Q: 3 clusters Score -1616026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1616029.125000 Penalty: 11034.024414
	Iteration 53Q: 3 clusters Score -1616029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1616029.625000 Penalty: 11034.024414
	Iteration 54Q: 3 clusters Score -1616030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1616037.250000 Penalty: 11034.024414
	Iteration 55Q: 3 clusters Score -1616037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1616042.250000 Penalty: 11034.024414
	Iteration 56Q: 3 clusters Score -1616042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1616041.750000 Penalty: 11034.024414
	Iteration 57Q: 3 clusters Score -1616042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1616042.250000 Penalty: 11034.024414
	Iteration 58Q: 3 clusters Score -1616042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1616044.625000 Penalty: 11034.024414
	Iteration 59Q: 3 clusters Score -1616045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1616050.500000 Penalty: 11034.024414
	Iteration 60F: 3 clusters Score -1616050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1616052.500000 Penalty: 11034.024414
	Iteration 61Q: 3 clusters Score -1616052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1616055.500000 Penalty: 11034.024414
	Iteration 62Q: 3 clusters Score -1616056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1616053.875000 Penalty: 11034.024414
	Iteration 63Q: 3 clusters Score -1616054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1616056.000000 Penalty: 11034.024414
	Iteration 64Q: 3 clusters Score -1616056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1616058.500000 Penalty: 11034.024414
	Iteration 65Q: 3 clusters Score -1616058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1616058.000000 Penalty: 11034.024414
	Iteration 66Q: 3 clusters Score -1616058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1616059.375000 Penalty: 11034.024414
	Iteration 67Q: 3 clusters Score -1616059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1616064.625000 Penalty: 11034.024414
	Iteration 68Q: 3 clusters Score -1616065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1616063.625000 Penalty: 11034.024414
	Iteration 69Q: 3 clusters Score -1616064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1616065.000000 Penalty: 11034.024414
	Iteration 70Q: 3 clusters Score -1616065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1616063.250000 Penalty: 11034.024414
	Iteration 71Q: 3 clusters Score -1616063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1616064.375000 Penalty: 11034.024414
	Iteration 72Q: 3 clusters Score -1616064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1616063.250000 Penalty: 11034.024414
	Iteration 73Q: 3 clusters Score -1616063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1616067.875000 Penalty: 11034.024414
	Iteration 74Q: 3 clusters Score -1616068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1616069.000000 Penalty: 11034.024414
	Iteration 75Q: 3 clusters Score -1616069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1616069.000000 Penalty: 11034.024414
	Iteration 76F: 3 clusters Score -1616069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -103731.398438 Penalty: 3849.032227
	Iteration 0F: 2 clusters Score -103731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100249.992188 Penalty: 7698.064453
	Iteration 0F: 3 clusters Score -100250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -100408.921875 Penalty: 7698.064453
	Iteration 1F: 3 clusters Score -100408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100438.976562 Penalty: 7698.064453
	Iteration 2Q: 3 clusters Score -100439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -100458.085938 Penalty: 7698.064453
	Iteration 3Q: 3 clusters Score -100458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -100473.585938 Penalty: 7698.064453
	Iteration 4Q: 3 clusters Score -100473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -100473.585938 Penalty: 7698.064453
	Iteration 5F: 3 clusters Score -100473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -130787.718750 Penalty: 4050.697754
	Iteration 0F: 2 clusters Score -130787.7 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 395 members 
Entering Unmasked Estep 
Score: -127193.203125 Penalty: 8101.395508
	Iteration 0F: 3 clusters Score -127193.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -127690.648438 Penalty: 8101.395508
	Iteration 1F: 3 clusters Score -127690.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -127886.648438 Penalty: 8101.395508
	Iteration 2Q: 3 clusters Score -127886.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -127982.468750 Penalty: 8101.395508
	Iteration 3Q: 3 clusters Score -127982.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -128104.734375 Penalty: 8101.395508
	Iteration 4Q: 3 clusters Score -128104.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -128251.976562 Penalty: 8101.395508
	Iteration 5Q: 3 clusters Score -128252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128387.937500 Penalty: 8101.395508
	Iteration 6Q: 3 clusters Score -128387.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -128462.679688 Penalty: 8101.395508
	Iteration 7Q: 3 clusters Score -128462.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -128519.625000 Penalty: 8101.395508
	Iteration 8Q: 3 clusters Score -128519.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -128578.234375 Penalty: 8101.395508
	Iteration 9Q: 3 clusters Score -128578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128621.648438 Penalty: 8101.395508
	Iteration 10Q: 3 clusters Score -128621.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -128685.757812 Penalty: 8101.395508
	Iteration 11Q: 3 clusters Score -128685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128760.835938 Penalty: 8101.395508
	Iteration 12Q: 3 clusters Score -128760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -128845.367188 Penalty: 8101.395508
	Iteration 13Q: 3 clusters Score -128845.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -128995.453125 Penalty: 8101.395508
	Iteration 14Q: 3 clusters Score -128995.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129250.437500 Penalty: 8101.395508
	Iteration 15Q: 3 clusters Score -129250.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129656.593750 Penalty: 8101.395508
	Iteration 16Q: 3 clusters Score -129656.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -129704.726562 Penalty: 8101.395508
	Iteration 17Q: 3 clusters Score -129704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -129722.804688 Penalty: 8101.395508
	Iteration 18Q: 3 clusters Score -129722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129725.945312 Penalty: 8101.395508
	Iteration 19Q: 3 clusters Score -129725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129725.945312 Penalty: 8101.395508
	Iteration 20F: 3 clusters Score -129725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -99908.726562 Penalty: 3858.106445
	Iteration 0F: 2 clusters Score -99908.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -96424.750000 Penalty: 7716.212891
	Iteration 0F: 3 clusters Score -96424.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -96722.953125 Penalty: 7716.212891
	Iteration 1F: 3 clusters Score -96722.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -96808.859375 Penalty: 7716.212891
	Iteration 2Q: 3 clusters Score -96808.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -96840.500000 Penalty: 7716.212891
	Iteration 3Q: 3 clusters Score -96840.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -96880.609375 Penalty: 7716.212891
	Iteration 4Q: 3 clusters Score -96880.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -96887.984375 Penalty: 7716.212891
	Iteration 5Q: 3 clusters Score -96887.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -96898.242188 Penalty: 7716.212891
	Iteration 6Q: 3 clusters Score -96898.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -96900.523438 Penalty: 7716.212891
	Iteration 7Q: 3 clusters Score -96900.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -96900.523438 Penalty: 7716.212891
	Iteration 8F: 3 clusters Score -96900.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Entering Unmasked Estep 
Score: -5148949.500000 Penalty: 6201.580566
	Iteration 0F: 2 clusters Score -5148950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -5129290.500000 Penalty: 12403.161133
	Iteration 0F: 3 clusters Score -5129290 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -5134804.500000 Penalty: 12403.161133
	Iteration 1F: 3 clusters Score -5134804 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -5135574.500000 Penalty: 12403.161133
	Iteration 2F: 3 clusters Score -5135574 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -5136139.500000 Penalty: 12403.161133
	Iteration 3Q: 3 clusters Score -5136140 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -5136588.000000 Penalty: 12403.161133
	Iteration 4Q: 3 clusters Score -5136588 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -5137032.500000 Penalty: 12403.161133
	Iteration 5Q: 3 clusters Score -5137032 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -5137478.000000 Penalty: 12403.161133
	Iteration 6Q: 3 clusters Score -5137478 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -5137875.000000 Penalty: 12403.161133
	Iteration 7Q: 3 clusters Score -5137875 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -5138217.000000 Penalty: 12403.161133
	Iteration 8Q: 3 clusters Score -5138217 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -5138571.000000 Penalty: 12403.161133
	Iteration 9Q: 3 clusters Score -5138571 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -5138960.000000 Penalty: 12403.161133
	Iteration 10Q: 3 clusters Score -5138960 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -5139393.500000 Penalty: 12403.161133
	Iteration 11Q: 3 clusters Score -5139394 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5139842.500000 Penalty: 12403.161133
	Iteration 12Q: 3 clusters Score -5139842 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -5140326.500000 Penalty: 12403.161133
	Iteration 13Q: 3 clusters Score -5140326 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -5140885.000000 Penalty: 12403.161133
	Iteration 14Q: 3 clusters Score -5140885 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -5141445.500000 Penalty: 12403.161133
	Iteration 15Q: 3 clusters Score -5141446 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -5141936.000000 Penalty: 12403.161133
	Iteration 16Q: 3 clusters Score -5141936 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -5142331.500000 Penalty: 12403.161133
	Iteration 17Q: 3 clusters Score -5142332 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -5142578.500000 Penalty: 12403.161133
	Iteration 18Q: 3 clusters Score -5142578 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -5142746.500000 Penalty: 12403.161133
	Iteration 19Q: 3 clusters Score -5142746 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -5142841.000000 Penalty: 12403.161133
	Iteration 20F: 3 clusters Score -5142841 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -5142933.000000 Penalty: 12403.161133
	Iteration 21Q: 3 clusters Score -5142933 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5142973.000000 Penalty: 12403.161133
	Iteration 22Q: 3 clusters Score -5142973 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -5142990.000000 Penalty: 12403.161133
	Iteration 23Q: 3 clusters Score -5142990 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -5143013.000000 Penalty: 12403.161133
	Iteration 24Q: 3 clusters Score -5143013 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -5143028.500000 Penalty: 12403.161133
	Iteration 25Q: 3 clusters Score -5143028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -5143042.000000 Penalty: 12403.161133
	Iteration 26Q: 3 clusters Score -5143042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -5143066.500000 Penalty: 12403.161133
	Iteration 27Q: 3 clusters Score -5143066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -5143061.000000 Penalty: 12403.161133
	Iteration 28Q: 3 clusters Score -5143061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -5143066.500000 Penalty: 12403.161133
	Iteration 29Q: 3 clusters Score -5143066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -5143061.000000 Penalty: 12403.161133
	Iteration 30Q: 3 clusters Score -5143061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -5143080.000000 Penalty: 12403.161133
	Iteration 31Q: 3 clusters Score -5143080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -5143096.000000 Penalty: 12403.161133
	Iteration 32Q: 3 clusters Score -5143096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -5143093.500000 Penalty: 12403.161133
	Iteration 33Q: 3 clusters Score -5143094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -5143100.000000 Penalty: 12403.161133
	Iteration 34Q: 3 clusters Score -5143100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -5143100.500000 Penalty: 12403.161133
	Iteration 35Q: 3 clusters Score -5143100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -5143104.000000 Penalty: 12403.161133
	Iteration 36Q: 3 clusters Score -5143104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -5143107.000000 Penalty: 12403.161133
	Iteration 37Q: 3 clusters Score -5143107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -5143105.500000 Penalty: 12403.161133
	Iteration 38Q: 3 clusters Score -5143106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -5143127.500000 Penalty: 12403.161133
	Iteration 39Q: 3 clusters Score -5143128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -5143133.000000 Penalty: 12403.161133
	Iteration 40F: 3 clusters Score -5143133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -5143142.500000 Penalty: 12403.161133
	Iteration 41Q: 3 clusters Score -5143142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -5143136.000000 Penalty: 12403.161133
	Iteration 42Q: 3 clusters Score -5143136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -5143131.000000 Penalty: 12403.161133
	Iteration 43Q: 3 clusters Score -5143131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5143142.500000 Penalty: 12403.161133
	Iteration 44Q: 3 clusters Score -5143142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5143148.500000 Penalty: 12403.161133
	Iteration 45Q: 3 clusters Score -5143148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5143148.500000 Penalty: 12403.161133
	Iteration 46Q: 3 clusters Score -5143148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -5143141.500000 Penalty: 12403.161133
	Iteration 47Q: 3 clusters Score -5143142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -5143146.000000 Penalty: 12403.161133
	Iteration 48Q: 3 clusters Score -5143146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5143158.000000 Penalty: 12403.161133
	Iteration 49Q: 3 clusters Score -5143158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -5143154.000000 Penalty: 12403.161133
	Iteration 50Q: 3 clusters Score -5143154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -5143150.500000 Penalty: 12403.161133
	Iteration 51Q: 3 clusters Score -5143150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -5143153.000000 Penalty: 12403.161133
	Iteration 52Q: 3 clusters Score -5143153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5143155.500000 Penalty: 12403.161133
	Iteration 53Q: 3 clusters Score -5143156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5143167.500000 Penalty: 12403.161133
	Iteration 54Q: 3 clusters Score -5143168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -5143166.500000 Penalty: 12403.161133
	Iteration 55Q: 3 clusters Score -5143166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5143166.500000 Penalty: 12403.161133
	Iteration 56Q: 3 clusters Score -5143166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -5143162.000000 Penalty: 12403.161133
	Iteration 57Q: 3 clusters Score -5143162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -5143162.000000 Penalty: 12403.161133
	Iteration 58Q: 3 clusters Score -5143162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -5143164.000000 Penalty: 12403.161133
	Iteration 59Q: 3 clusters Score -5143164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -5143172.500000 Penalty: 12403.161133
	Iteration 60F: 3 clusters Score -5143172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -5143163.500000 Penalty: 12403.161133
	Iteration 61Q: 3 clusters Score -5143164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -5143160.000000 Penalty: 12403.161133
	Iteration 62Q: 3 clusters Score -5143160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -5143160.000000 Penalty: 12403.161133
	Iteration 63F: 3 clusters Score -5143160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -126558.226562 Penalty: 4023.807373
	Iteration 0F: 2 clusters Score -126558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -122887.453125 Penalty: 8047.614746
	Iteration 0F: 3 clusters Score -122887.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -123207.453125 Penalty: 8047.614746
	Iteration 1F: 3 clusters Score -123207.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -123361.093750 Penalty: 8047.614746
	Iteration 2Q: 3 clusters Score -123361.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123437.429688 Penalty: 8047.614746
	Iteration 3Q: 3 clusters Score -123437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -123461.093750 Penalty: 8047.614746
	Iteration 4Q: 3 clusters Score -123461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -123469.039062 Penalty: 8047.614746
	Iteration 5Q: 3 clusters Score -123469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -123475.593750 Penalty: 8047.614746
	Iteration 6Q: 3 clusters Score -123475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -123475.593750 Penalty: 8047.614746
	Iteration 7F: 3 clusters Score -123475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Entering Unmasked Estep 
Score: -2344031.750000 Penalty: 5750.448242
	Iteration 0F: 2 clusters Score -2344032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2332515.000000 Penalty: 11500.896484
	Iteration 0F: 3 clusters Score -2332515 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2335195.750000 Penalty: 11500.896484
	Iteration 1F: 3 clusters Score -2335196 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2335828.500000 Penalty: 11500.896484
	Iteration 2F: 3 clusters Score -2335828 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2336324.250000 Penalty: 11500.896484
	Iteration 3F: 3 clusters Score -2336324 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2336761.000000 Penalty: 11500.896484
	Iteration 4F: 3 clusters Score -2336761 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2337148.000000 Penalty: 11500.896484
	Iteration 5Q: 3 clusters Score -2337148 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2337476.000000 Penalty: 11500.896484
	Iteration 6Q: 3 clusters Score -2337476 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2337746.000000 Penalty: 11500.896484
	Iteration 7Q: 3 clusters Score -2337746 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2337985.250000 Penalty: 11500.896484
	Iteration 8Q: 3 clusters Score -2337985 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2338184.750000 Penalty: 11500.896484
	Iteration 9Q: 3 clusters Score -2338185 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2338352.000000 Penalty: 11500.896484
	Iteration 10Q: 3 clusters Score -2338352 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2338481.250000 Penalty: 11500.896484
	Iteration 11Q: 3 clusters Score -2338481 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2338584.250000 Penalty: 11500.896484
	Iteration 12Q: 3 clusters Score -2338584 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2338653.250000 Penalty: 11500.896484
	Iteration 13Q: 3 clusters Score -2338653 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2338725.500000 Penalty: 11500.896484
	Iteration 14Q: 3 clusters Score -2338726 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2338789.500000 Penalty: 11500.896484
	Iteration 15Q: 3 clusters Score -2338790 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2338840.500000 Penalty: 11500.896484
	Iteration 16Q: 3 clusters Score -2338840 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2338883.750000 Penalty: 11500.896484
	Iteration 17Q: 3 clusters Score -2338884 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2338929.000000 Penalty: 11500.896484
	Iteration 18Q: 3 clusters Score -2338929 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2338945.750000 Penalty: 11500.896484
	Iteration 19Q: 3 clusters Score -2338946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2338973.500000 Penalty: 11500.896484
	Iteration 20F: 3 clusters Score -2338974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2338995.250000 Penalty: 11500.896484
	Iteration 21Q: 3 clusters Score -2338995 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2339006.750000 Penalty: 11500.896484
	Iteration 22Q: 3 clusters Score -2339007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2339018.750000 Penalty: 11500.896484
	Iteration 23Q: 3 clusters Score -2339019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2339022.000000 Penalty: 11500.896484
	Iteration 24Q: 3 clusters Score -2339022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2339036.750000 Penalty: 11500.896484
	Iteration 25Q: 3 clusters Score -2339037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2339044.250000 Penalty: 11500.896484
	Iteration 26Q: 3 clusters Score -2339044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2339055.750000 Penalty: 11500.896484
	Iteration 27Q: 3 clusters Score -2339056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2339069.500000 Penalty: 11500.896484
	Iteration 28Q: 3 clusters Score -2339070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2339073.750000 Penalty: 11500.896484
	Iteration 29Q: 3 clusters Score -2339074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2339088.000000 Penalty: 11500.896484
	Iteration 30Q: 3 clusters Score -2339088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2339099.250000 Penalty: 11500.896484
	Iteration 31Q: 3 clusters Score -2339099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2339128.250000 Penalty: 11500.896484
	Iteration 32Q: 3 clusters Score -2339128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2339137.250000 Penalty: 11500.896484
	Iteration 33Q: 3 clusters Score -2339137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2339163.250000 Penalty: 11500.896484
	Iteration 34Q: 3 clusters Score -2339163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2339181.000000 Penalty: 11500.896484
	Iteration 35Q: 3 clusters Score -2339181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2339200.250000 Penalty: 11500.896484
	Iteration 36Q: 3 clusters Score -2339200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2339221.750000 Penalty: 11500.896484
	Iteration 37Q: 3 clusters Score -2339222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2339246.000000 Penalty: 11500.896484
	Iteration 38Q: 3 clusters Score -2339246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2339255.250000 Penalty: 11500.896484
	Iteration 39Q: 3 clusters Score -2339255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2339278.500000 Penalty: 11500.896484
	Iteration 40F: 3 clusters Score -2339278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2339303.250000 Penalty: 11500.896484
	Iteration 41Q: 3 clusters Score -2339303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2339311.250000 Penalty: 11500.896484
	Iteration 42Q: 3 clusters Score -2339311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2339324.250000 Penalty: 11500.896484
	Iteration 43Q: 3 clusters Score -2339324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2339330.250000 Penalty: 11500.896484
	Iteration 44Q: 3 clusters Score -2339330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2339337.000000 Penalty: 11500.896484
	Iteration 45Q: 3 clusters Score -2339337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2339344.000000 Penalty: 11500.896484
	Iteration 46Q: 3 clusters Score -2339344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2339347.250000 Penalty: 11500.896484
	Iteration 47Q: 3 clusters Score -2339347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2339355.250000 Penalty: 11500.896484
	Iteration 48Q: 3 clusters Score -2339355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2339364.500000 Penalty: 11500.896484
	Iteration 49Q: 3 clusters Score -2339364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2339374.500000 Penalty: 11500.896484
	Iteration 50Q: 3 clusters Score -2339374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2339374.250000 Penalty: 11500.896484
	Iteration 51Q: 3 clusters Score -2339374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2339377.250000 Penalty: 11500.896484
	Iteration 52Q: 3 clusters Score -2339377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2339386.750000 Penalty: 11500.896484
	Iteration 53Q: 3 clusters Score -2339387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2339394.750000 Penalty: 11500.896484
	Iteration 54Q: 3 clusters Score -2339395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2339395.500000 Penalty: 11500.896484
	Iteration 55Q: 3 clusters Score -2339396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2339399.500000 Penalty: 11500.896484
	Iteration 56Q: 3 clusters Score -2339400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2339401.500000 Penalty: 11500.896484
	Iteration 57Q: 3 clusters Score -2339402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2339415.000000 Penalty: 11500.896484
	Iteration 58Q: 3 clusters Score -2339415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2339418.000000 Penalty: 11500.896484
	Iteration 59Q: 3 clusters Score -2339418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2339426.500000 Penalty: 11500.896484
	Iteration 60F: 3 clusters Score -2339426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2339424.000000 Penalty: 11500.896484
	Iteration 61Q: 3 clusters Score -2339424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2339433.250000 Penalty: 11500.896484
	Iteration 62Q: 3 clusters Score -2339433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2339443.750000 Penalty: 11500.896484
	Iteration 63Q: 3 clusters Score -2339444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2339452.500000 Penalty: 11500.896484
	Iteration 64Q: 3 clusters Score -2339452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2339460.750000 Penalty: 11500.896484
	Iteration 65Q: 3 clusters Score -2339461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2339468.000000 Penalty: 11500.896484
	Iteration 66Q: 3 clusters Score -2339468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2339474.250000 Penalty: 11500.896484
	Iteration 67Q: 3 clusters Score -2339474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2339485.000000 Penalty: 11500.896484
	Iteration 68Q: 3 clusters Score -2339485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2339485.750000 Penalty: 11500.896484
	Iteration 69Q: 3 clusters Score -2339486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2339496.000000 Penalty: 11500.896484
	Iteration 70Q: 3 clusters Score -2339496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2339500.750000 Penalty: 11500.896484
	Iteration 71Q: 3 clusters Score -2339501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2339505.750000 Penalty: 11500.896484
	Iteration 72Q: 3 clusters Score -2339506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2339522.000000 Penalty: 11500.896484
	Iteration 73Q: 3 clusters Score -2339522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2339525.250000 Penalty: 11500.896484
	Iteration 74Q: 3 clusters Score -2339525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2339540.750000 Penalty: 11500.896484
	Iteration 75Q: 3 clusters Score -2339541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2339547.750000 Penalty: 11500.896484
	Iteration 76Q: 3 clusters Score -2339548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2339564.250000 Penalty: 11500.896484
	Iteration 77Q: 3 clusters Score -2339564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2339565.000000 Penalty: 11500.896484
	Iteration 78Q: 3 clusters Score -2339565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2339572.750000 Penalty: 11500.896484
	Iteration 79Q: 3 clusters Score -2339573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2339592.250000 Penalty: 11500.896484
	Iteration 80F: 3 clusters Score -2339592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2339604.250000 Penalty: 11500.896484
	Iteration 81Q: 3 clusters Score -2339604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2339618.000000 Penalty: 11500.896484
	Iteration 82Q: 3 clusters Score -2339618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2339626.250000 Penalty: 11500.896484
	Iteration 83Q: 3 clusters Score -2339626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2339630.250000 Penalty: 11500.896484
	Iteration 84Q: 3 clusters Score -2339630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2339638.000000 Penalty: 11500.896484
	Iteration 85Q: 3 clusters Score -2339638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2339644.250000 Penalty: 11500.896484
	Iteration 86Q: 3 clusters Score -2339644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2339646.500000 Penalty: 11500.896484
	Iteration 87Q: 3 clusters Score -2339646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2339647.250000 Penalty: 11500.896484
	Iteration 88Q: 3 clusters Score -2339647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2339657.250000 Penalty: 11500.896484
	Iteration 89Q: 3 clusters Score -2339657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2339667.250000 Penalty: 11500.896484
	Iteration 90Q: 3 clusters Score -2339667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2339667.750000 Penalty: 11500.896484
	Iteration 91Q: 3 clusters Score -2339668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2339675.750000 Penalty: 11500.896484
	Iteration 92Q: 3 clusters Score -2339676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2339687.500000 Penalty: 11500.896484
	Iteration 93Q: 3 clusters Score -2339688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2339692.500000 Penalty: 11500.896484
	Iteration 94Q: 3 clusters Score -2339692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2339692.500000 Penalty: 11500.896484
	Iteration 95Q: 3 clusters Score -2339692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2339695.750000 Penalty: 11500.896484
	Iteration 96Q: 3 clusters Score -2339696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2339696.500000 Penalty: 11500.896484
	Iteration 97Q: 3 clusters Score -2339696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2339698.000000 Penalty: 11500.896484
	Iteration 98Q: 3 clusters Score -2339698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2339698.000000 Penalty: 11500.896484
	Iteration 99F: 3 clusters Score -2339698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (87985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Entering Unmasked Estep 
Score: -18090956.000000 Penalty: 6973.264648
	Iteration 0F: 2 clusters Score -1.809096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -18030544.000000 Penalty: 13946.529297
	Iteration 0F: 3 clusters Score -1.803054e+07 nChanged 39841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -18052202.000000 Penalty: 13946.529297
	Iteration 1F: 3 clusters Score -1.80522e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -18053364.000000 Penalty: 13946.529297
	Iteration 2Q: 3 clusters Score -1.805336e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -18054484.000000 Penalty: 13946.529297
	Iteration 3Q: 3 clusters Score -1.805448e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -18055506.000000 Penalty: 13946.529297
	Iteration 4Q: 3 clusters Score -1.805551e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -18056552.000000 Penalty: 13946.529297
	Iteration 5Q: 3 clusters Score -1.805655e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -18057748.000000 Penalty: 13946.529297
	Iteration 6Q: 3 clusters Score -1.805775e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -18059336.000000 Penalty: 13946.529297
	Iteration 7Q: 3 clusters Score -1.805934e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -18061674.000000 Penalty: 13946.529297
	Iteration 8Q: 3 clusters Score -1.806167e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -18064862.000000 Penalty: 13946.529297
	Iteration 9F: 3 clusters Score -1.806486e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -18069076.000000 Penalty: 13946.529297
	Iteration 10F: 3 clusters Score -1.806908e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -18073570.000000 Penalty: 13946.529297
	Iteration 11F: 3 clusters Score -1.807357e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -18077506.000000 Penalty: 13946.529297
	Iteration 12F: 3 clusters Score -1.807751e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -18080256.000000 Penalty: 13946.529297
	Iteration 13Q: 3 clusters Score -1.808026e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -18082018.000000 Penalty: 13946.529297
	Iteration 14Q: 3 clusters Score -1.808202e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -18083060.000000 Penalty: 13946.529297
	Iteration 15Q: 3 clusters Score -1.808306e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -18083748.000000 Penalty: 13946.529297
	Iteration 16Q: 3 clusters Score -1.808375e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -18084106.000000 Penalty: 13946.529297
	Iteration 17Q: 3 clusters Score -1.808411e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -18084300.000000 Penalty: 13946.529297
	Iteration 18Q: 3 clusters Score -1.80843e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -18084444.000000 Penalty: 13946.529297
	Iteration 19Q: 3 clusters Score -1.808444e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18084522.000000 Penalty: 13946.529297
	Iteration 20F: 3 clusters Score -1.808452e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -18084602.000000 Penalty: 13946.529297
	Iteration 21Q: 3 clusters Score -1.80846e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -18084660.000000 Penalty: 13946.529297
	Iteration 22Q: 3 clusters Score -1.808466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -18084726.000000 Penalty: 13946.529297
	Iteration 23Q: 3 clusters Score -1.808473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -18084748.000000 Penalty: 13946.529297
	Iteration 24Q: 3 clusters Score -1.808475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -18084756.000000 Penalty: 13946.529297
	Iteration 25Q: 3 clusters Score -1.808476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -18084774.000000 Penalty: 13946.529297
	Iteration 26Q: 3 clusters Score -1.808477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -18084792.000000 Penalty: 13946.529297
	Iteration 27Q: 3 clusters Score -1.808479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -18084794.000000 Penalty: 13946.529297
	Iteration 28Q: 3 clusters Score -1.808479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -18084808.000000 Penalty: 13946.529297
	Iteration 29Q: 3 clusters Score -1.808481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -18084806.000000 Penalty: 13946.529297
	Iteration 30Q: 3 clusters Score -1.808481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -18084820.000000 Penalty: 13946.529297
	Iteration 31Q: 3 clusters Score -1.808482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -18084820.000000 Penalty: 13946.529297
	Iteration 32F: 3 clusters Score -1.808482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -173773.375000 Penalty: 4156.864258
	Iteration 0F: 2 clusters Score -173773.4 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 437 members 
Entering Unmasked Estep 
Score: -169785.187500 Penalty: 8313.728516
	Iteration 0F: 3 clusters Score -169785.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -170104.890625 Penalty: 8313.728516
	Iteration 1F: 3 clusters Score -170104.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -170188.156250 Penalty: 8313.728516
	Iteration 2Q: 3 clusters Score -170188.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -170229.390625 Penalty: 8313.728516
	Iteration 3Q: 3 clusters Score -170229.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -170258.296875 Penalty: 8313.728516
	Iteration 4Q: 3 clusters Score -170258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -170264.343750 Penalty: 8313.728516
	Iteration 5Q: 3 clusters Score -170264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -170272.500000 Penalty: 8313.728516
	Iteration 6Q: 3 clusters Score -170272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -170275.421875 Penalty: 8313.728516
	Iteration 7Q: 3 clusters Score -170275.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -170275.421875 Penalty: 8313.728516
	Iteration 8F: 3 clusters Score -170275.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Entering Unmasked Estep 
Score: -4111534.500000 Penalty: 6062.477539
	Iteration 0F: 2 clusters Score -4111534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4095170.750000 Penalty: 12124.955078
	Iteration 0F: 3 clusters Score -4095171 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -4099877.250000 Penalty: 12124.955078
	Iteration 1F: 3 clusters Score -4099877 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4100844.750000 Penalty: 12124.955078
	Iteration 2F: 3 clusters Score -4100845 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -4101650.250000 Penalty: 12124.955078
	Iteration 3F: 3 clusters Score -4101650 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -4102420.250000 Penalty: 12124.955078
	Iteration 4F: 3 clusters Score -4102420 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4103078.750000 Penalty: 12124.955078
	Iteration 5Q: 3 clusters Score -4103079 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -4103676.000000 Penalty: 12124.955078
	Iteration 6Q: 3 clusters Score -4103676 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -4104263.500000 Penalty: 12124.955078
	Iteration 7Q: 3 clusters Score -4104264 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -4104875.250000 Penalty: 12124.955078
	Iteration 8Q: 3 clusters Score -4104875 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4105482.500000 Penalty: 12124.955078
	Iteration 9Q: 3 clusters Score -4105482 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4106059.500000 Penalty: 12124.955078
	Iteration 10Q: 3 clusters Score -4106060 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -4106540.750000 Penalty: 12124.955078
	Iteration 11Q: 3 clusters Score -4106541 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4106913.750000 Penalty: 12124.955078
	Iteration 12Q: 3 clusters Score -4106914 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -4107187.000000 Penalty: 12124.955078
	Iteration 13Q: 3 clusters Score -4107187 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4107338.250000 Penalty: 12124.955078
	Iteration 14Q: 3 clusters Score -4107338 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4107421.750000 Penalty: 12124.955078
	Iteration 15Q: 3 clusters Score -4107422 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -4107462.500000 Penalty: 12124.955078
	Iteration 16Q: 3 clusters Score -4107462 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4107517.750000 Penalty: 12124.955078
	Iteration 17Q: 3 clusters Score -4107518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4107544.500000 Penalty: 12124.955078
	Iteration 18Q: 3 clusters Score -4107544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -4107564.250000 Penalty: 12124.955078
	Iteration 19Q: 3 clusters Score -4107564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4107590.500000 Penalty: 12124.955078
	Iteration 20F: 3 clusters Score -4107590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4107606.500000 Penalty: 12124.955078
	Iteration 21Q: 3 clusters Score -4107606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4107611.250000 Penalty: 12124.955078
	Iteration 22Q: 3 clusters Score -4107611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -4107619.250000 Penalty: 12124.955078
	Iteration 23Q: 3 clusters Score -4107619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4107622.750000 Penalty: 12124.955078
	Iteration 24Q: 3 clusters Score -4107623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -4107627.250000 Penalty: 12124.955078
	Iteration 25Q: 3 clusters Score -4107627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4107628.000000 Penalty: 12124.955078
	Iteration 26Q: 3 clusters Score -4107628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4107633.750000 Penalty: 12124.955078
	Iteration 27Q: 3 clusters Score -4107634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4107634.750000 Penalty: 12124.955078
	Iteration 28Q: 3 clusters Score -4107635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4107629.500000 Penalty: 12124.955078
	Iteration 29Q: 3 clusters Score -4107630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4107638.250000 Penalty: 12124.955078
	Iteration 30Q: 3 clusters Score -4107638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4107630.500000 Penalty: 12124.955078
	Iteration 31Q: 3 clusters Score -4107630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -4107632.000000 Penalty: 12124.955078
	Iteration 32Q: 3 clusters Score -4107632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4107635.500000 Penalty: 12124.955078
	Iteration 33Q: 3 clusters Score -4107636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4107638.000000 Penalty: 12124.955078
	Iteration 34Q: 3 clusters Score -4107638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4107641.000000 Penalty: 12124.955078
	Iteration 35Q: 3 clusters Score -4107641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4107641.000000 Penalty: 12124.955078
	Iteration 36Q: 3 clusters Score -4107641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4107648.750000 Penalty: 12124.955078
	Iteration 37Q: 3 clusters Score -4107649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4107650.500000 Penalty: 12124.955078
	Iteration 38Q: 3 clusters Score -4107650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4107655.000000 Penalty: 12124.955078
	Iteration 39Q: 3 clusters Score -4107655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4107648.500000 Penalty: 12124.955078
	Iteration 40F: 3 clusters Score -4107648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4107649.750000 Penalty: 12124.955078
	Iteration 41Q: 3 clusters Score -4107650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4107660.250000 Penalty: 12124.955078
	Iteration 42Q: 3 clusters Score -4107660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4107654.750000 Penalty: 12124.955078
	Iteration 43Q: 3 clusters Score -4107655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -4107657.500000 Penalty: 12124.955078
	Iteration 44Q: 3 clusters Score -4107658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4107658.500000 Penalty: 12124.955078
	Iteration 45Q: 3 clusters Score -4107658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4107655.250000 Penalty: 12124.955078
	Iteration 46Q: 3 clusters Score -4107655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4107655.500000 Penalty: 12124.955078
	Iteration 47Q: 3 clusters Score -4107656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4107658.750000 Penalty: 12124.955078
	Iteration 48Q: 3 clusters Score -4107659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4107658.750000 Penalty: 12124.955078
	Iteration 49F: 3 clusters Score -4107659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Entering Unmasked Estep 
Score: -1149716.500000 Penalty: 5292.397461
	Iteration 0F: 2 clusters Score -1149716 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 2829 members 
Entering Unmasked Estep 
Score: -1142228.875000 Penalty: 10584.794922
	Iteration 0F: 3 clusters Score -1142229 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1143613.750000 Penalty: 10584.794922
	Iteration 1F: 3 clusters Score -1143614 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1144010.250000 Penalty: 10584.794922
	Iteration 2F: 3 clusters Score -1144010 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1144255.875000 Penalty: 10584.794922
	Iteration 3Q: 3 clusters Score -1144256 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1144444.750000 Penalty: 10584.794922
	Iteration 4Q: 3 clusters Score -1144445 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1144573.125000 Penalty: 10584.794922
	Iteration 5Q: 3 clusters Score -1144573 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1144671.500000 Penalty: 10584.794922
	Iteration 6Q: 3 clusters Score -1144672 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1144773.250000 Penalty: 10584.794922
	Iteration 7Q: 3 clusters Score -1144773 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1144872.750000 Penalty: 10584.794922
	Iteration 8Q: 3 clusters Score -1144873 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1144954.125000 Penalty: 10584.794922
	Iteration 9Q: 3 clusters Score -1144954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1145043.250000 Penalty: 10584.794922
	Iteration 10Q: 3 clusters Score -1145043 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1145112.250000 Penalty: 10584.794922
	Iteration 11Q: 3 clusters Score -1145112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1145169.625000 Penalty: 10584.794922
	Iteration 12Q: 3 clusters Score -1145170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1145225.625000 Penalty: 10584.794922
	Iteration 13Q: 3 clusters Score -1145226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1145273.250000 Penalty: 10584.794922
	Iteration 14Q: 3 clusters Score -1145273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1145316.875000 Penalty: 10584.794922
	Iteration 15Q: 3 clusters Score -1145317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1145367.500000 Penalty: 10584.794922
	Iteration 16Q: 3 clusters Score -1145368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1145427.750000 Penalty: 10584.794922
	Iteration 17Q: 3 clusters Score -1145428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1145482.625000 Penalty: 10584.794922
	Iteration 18Q: 3 clusters Score -1145483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1145543.875000 Penalty: 10584.794922
	Iteration 19Q: 3 clusters Score -1145544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1145601.250000 Penalty: 10584.794922
	Iteration 20F: 3 clusters Score -1145601 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1145662.375000 Penalty: 10584.794922
	Iteration 21Q: 3 clusters Score -1145662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1145711.875000 Penalty: 10584.794922
	Iteration 22Q: 3 clusters Score -1145712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1145762.125000 Penalty: 10584.794922
	Iteration 23Q: 3 clusters Score -1145762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1145812.375000 Penalty: 10584.794922
	Iteration 24Q: 3 clusters Score -1145812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1145860.250000 Penalty: 10584.794922
	Iteration 25Q: 3 clusters Score -1145860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1145905.750000 Penalty: 10584.794922
	Iteration 26Q: 3 clusters Score -1145906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1145954.875000 Penalty: 10584.794922
	Iteration 27Q: 3 clusters Score -1145955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1145998.875000 Penalty: 10584.794922
	Iteration 28Q: 3 clusters Score -1145999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1146044.125000 Penalty: 10584.794922
	Iteration 29Q: 3 clusters Score -1146044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1146086.000000 Penalty: 10584.794922
	Iteration 30Q: 3 clusters Score -1146086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1146118.125000 Penalty: 10584.794922
	Iteration 31Q: 3 clusters Score -1146118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1146143.000000 Penalty: 10584.794922
	Iteration 32Q: 3 clusters Score -1146143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1146166.500000 Penalty: 10584.794922
	Iteration 33Q: 3 clusters Score -1146166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1146181.750000 Penalty: 10584.794922
	Iteration 34Q: 3 clusters Score -1146182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1146199.000000 Penalty: 10584.794922
	Iteration 35Q: 3 clusters Score -1146199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1146230.000000 Penalty: 10584.794922
	Iteration 36Q: 3 clusters Score -1146230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1146259.375000 Penalty: 10584.794922
	Iteration 37Q: 3 clusters Score -1146259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1146293.750000 Penalty: 10584.794922
	Iteration 38Q: 3 clusters Score -1146294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1146310.625000 Penalty: 10584.794922
	Iteration 39Q: 3 clusters Score -1146311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1146335.250000 Penalty: 10584.794922
	Iteration 40F: 3 clusters Score -1146335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1146357.375000 Penalty: 10584.794922
	Iteration 41Q: 3 clusters Score -1146357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1146377.000000 Penalty: 10584.794922
	Iteration 42Q: 3 clusters Score -1146377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1146393.250000 Penalty: 10584.794922
	Iteration 43Q: 3 clusters Score -1146393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1146410.250000 Penalty: 10584.794922
	Iteration 44Q: 3 clusters Score -1146410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1146431.000000 Penalty: 10584.794922
	Iteration 45Q: 3 clusters Score -1146431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1146441.250000 Penalty: 10584.794922
	Iteration 46Q: 3 clusters Score -1146441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1146455.875000 Penalty: 10584.794922
	Iteration 47Q: 3 clusters Score -1146456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1146474.500000 Penalty: 10584.794922
	Iteration 48Q: 3 clusters Score -1146474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1146491.375000 Penalty: 10584.794922
	Iteration 49Q: 3 clusters Score -1146491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1146508.750000 Penalty: 10584.794922
	Iteration 50Q: 3 clusters Score -1146509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1146519.250000 Penalty: 10584.794922
	Iteration 51Q: 3 clusters Score -1146519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1146534.500000 Penalty: 10584.794922
	Iteration 52Q: 3 clusters Score -1146534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1146548.500000 Penalty: 10584.794922
	Iteration 53Q: 3 clusters Score -1146548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1146565.000000 Penalty: 10584.794922
	Iteration 54Q: 3 clusters Score -1146565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1146582.875000 Penalty: 10584.794922
	Iteration 55Q: 3 clusters Score -1146583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1146604.625000 Penalty: 10584.794922
	Iteration 56Q: 3 clusters Score -1146605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1146633.375000 Penalty: 10584.794922
	Iteration 57Q: 3 clusters Score -1146633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1146662.125000 Penalty: 10584.794922
	Iteration 58Q: 3 clusters Score -1146662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1146700.625000 Penalty: 10584.794922
	Iteration 59Q: 3 clusters Score -1146701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1146728.625000 Penalty: 10584.794922
	Iteration 60F: 3 clusters Score -1146729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1146749.750000 Penalty: 10584.794922
	Iteration 61Q: 3 clusters Score -1146750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1146766.375000 Penalty: 10584.794922
	Iteration 62Q: 3 clusters Score -1146766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1146776.375000 Penalty: 10584.794922
	Iteration 63Q: 3 clusters Score -1146776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1146781.750000 Penalty: 10584.794922
	Iteration 64Q: 3 clusters Score -1146782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1146786.500000 Penalty: 10584.794922
	Iteration 65Q: 3 clusters Score -1146786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1146787.625000 Penalty: 10584.794922
	Iteration 66Q: 3 clusters Score -1146788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1146787.625000 Penalty: 10584.794922
	Iteration 67F: 3 clusters Score -1146788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Entering Unmasked Estep 
Score: -2624539.250000 Penalty: 5801.513184
	Iteration 0F: 2 clusters Score -2624539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2612403.750000 Penalty: 11603.026367
	Iteration 0F: 3 clusters Score -2612404 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2615143.000000 Penalty: 11603.026367
	Iteration 1F: 3 clusters Score -2615143 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2615713.500000 Penalty: 11603.026367
	Iteration 2F: 3 clusters Score -2615714 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2616097.500000 Penalty: 11603.026367
	Iteration 3F: 3 clusters Score -2616098 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2616387.250000 Penalty: 11603.026367
	Iteration 4Q: 3 clusters Score -2616387 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2616654.000000 Penalty: 11603.026367
	Iteration 5Q: 3 clusters Score -2616654 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2616927.750000 Penalty: 11603.026367
	Iteration 6Q: 3 clusters Score -2616928 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2617183.500000 Penalty: 11603.026367
	Iteration 7Q: 3 clusters Score -2617184 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2617462.000000 Penalty: 11603.026367
	Iteration 8Q: 3 clusters Score -2617462 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2617736.250000 Penalty: 11603.026367
	Iteration 9Q: 3 clusters Score -2617736 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2618010.250000 Penalty: 11603.026367
	Iteration 10Q: 3 clusters Score -2618010 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2618272.250000 Penalty: 11603.026367
	Iteration 11Q: 3 clusters Score -2618272 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2618561.250000 Penalty: 11603.026367
	Iteration 12Q: 3 clusters Score -2618561 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2618894.750000 Penalty: 11603.026367
	Iteration 13Q: 3 clusters Score -2618895 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2619221.500000 Penalty: 11603.026367
	Iteration 14Q: 3 clusters Score -2619222 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2619571.000000 Penalty: 11603.026367
	Iteration 15Q: 3 clusters Score -2619571 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2619902.500000 Penalty: 11603.026367
	Iteration 16Q: 3 clusters Score -2619902 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2620209.000000 Penalty: 11603.026367
	Iteration 17Q: 3 clusters Score -2620209 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2620496.000000 Penalty: 11603.026367
	Iteration 18Q: 3 clusters Score -2620496 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2620709.750000 Penalty: 11603.026367
	Iteration 19Q: 3 clusters Score -2620710 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2620869.000000 Penalty: 11603.026367
	Iteration 20F: 3 clusters Score -2620869 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2620991.500000 Penalty: 11603.026367
	Iteration 21Q: 3 clusters Score -2620992 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2621080.750000 Penalty: 11603.026367
	Iteration 22Q: 3 clusters Score -2621081 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2621143.750000 Penalty: 11603.026367
	Iteration 23Q: 3 clusters Score -2621144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2621204.500000 Penalty: 11603.026367
	Iteration 24Q: 3 clusters Score -2621204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2621233.500000 Penalty: 11603.026367
	Iteration 25Q: 3 clusters Score -2621234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2621269.500000 Penalty: 11603.026367
	Iteration 26Q: 3 clusters Score -2621270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2621287.750000 Penalty: 11603.026367
	Iteration 27Q: 3 clusters Score -2621288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2621299.750000 Penalty: 11603.026367
	Iteration 28Q: 3 clusters Score -2621300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2621313.750000 Penalty: 11603.026367
	Iteration 29Q: 3 clusters Score -2621314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2621322.750000 Penalty: 11603.026367
	Iteration 30Q: 3 clusters Score -2621323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2621349.750000 Penalty: 11603.026367
	Iteration 31Q: 3 clusters Score -2621350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2621365.500000 Penalty: 11603.026367
	Iteration 32Q: 3 clusters Score -2621366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2621367.750000 Penalty: 11603.026367
	Iteration 33Q: 3 clusters Score -2621368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2621369.500000 Penalty: 11603.026367
	Iteration 34Q: 3 clusters Score -2621370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2621373.000000 Penalty: 11603.026367
	Iteration 35Q: 3 clusters Score -2621373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2621384.000000 Penalty: 11603.026367
	Iteration 36Q: 3 clusters Score -2621384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2621380.250000 Penalty: 11603.026367
	Iteration 37Q: 3 clusters Score -2621380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2621381.500000 Penalty: 11603.026367
	Iteration 38Q: 3 clusters Score -2621382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2621381.500000 Penalty: 11603.026367
	Iteration 39F: 3 clusters Score -2621382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Entering Unmasked Estep 
Score: -4569073.000000 Penalty: 6130.661133
	Iteration 0F: 2 clusters Score -4569073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -4551224.000000 Penalty: 12261.322266
	Iteration 0F: 3 clusters Score -4551224 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -4556113.000000 Penalty: 12261.322266
	Iteration 1F: 3 clusters Score -4556113 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4556868.000000 Penalty: 12261.322266
	Iteration 2F: 3 clusters Score -4556868 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -4557488.500000 Penalty: 12261.322266
	Iteration 3F: 3 clusters Score -4557488 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -4558021.500000 Penalty: 12261.322266
	Iteration 4Q: 3 clusters Score -4558022 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -4558451.500000 Penalty: 12261.322266
	Iteration 5Q: 3 clusters Score -4558452 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4558912.000000 Penalty: 12261.322266
	Iteration 6Q: 3 clusters Score -4558912 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -4559404.500000 Penalty: 12261.322266
	Iteration 7Q: 3 clusters Score -4559404 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4559921.000000 Penalty: 12261.322266
	Iteration 8Q: 3 clusters Score -4559921 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4560509.500000 Penalty: 12261.322266
	Iteration 9Q: 3 clusters Score -4560510 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4561073.500000 Penalty: 12261.322266
	Iteration 10Q: 3 clusters Score -4561074 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -4561543.000000 Penalty: 12261.322266
	Iteration 11Q: 3 clusters Score -4561543 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -4561996.000000 Penalty: 12261.322266
	Iteration 12Q: 3 clusters Score -4561996 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -4562389.500000 Penalty: 12261.322266
	Iteration 13Q: 3 clusters Score -4562390 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -4562737.000000 Penalty: 12261.322266
	Iteration 14Q: 3 clusters Score -4562737 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4563046.500000 Penalty: 12261.322266
	Iteration 15Q: 3 clusters Score -4563046 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -4563266.500000 Penalty: 12261.322266
	Iteration 16Q: 3 clusters Score -4563266 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4563462.000000 Penalty: 12261.322266
	Iteration 17Q: 3 clusters Score -4563462 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -4563587.000000 Penalty: 12261.322266
	Iteration 18Q: 3 clusters Score -4563587 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4563705.500000 Penalty: 12261.322266
	Iteration 19Q: 3 clusters Score -4563706 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -4563799.500000 Penalty: 12261.322266
	Iteration 20F: 3 clusters Score -4563800 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4563846.500000 Penalty: 12261.322266
	Iteration 21Q: 3 clusters Score -4563846 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -4563884.500000 Penalty: 12261.322266
	Iteration 22Q: 3 clusters Score -4563884 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -4563930.500000 Penalty: 12261.322266
	Iteration 23Q: 3 clusters Score -4563930 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4563954.500000 Penalty: 12261.322266
	Iteration 24Q: 3 clusters Score -4563954 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4563964.500000 Penalty: 12261.322266
	Iteration 25Q: 3 clusters Score -4563964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4563982.000000 Penalty: 12261.322266
	Iteration 26Q: 3 clusters Score -4563982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4563997.000000 Penalty: 12261.322266
	Iteration 27Q: 3 clusters Score -4563997 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -4564017.500000 Penalty: 12261.322266
	Iteration 28Q: 3 clusters Score -4564018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4564025.500000 Penalty: 12261.322266
	Iteration 29Q: 3 clusters Score -4564026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -4564025.000000 Penalty: 12261.322266
	Iteration 30Q: 3 clusters Score -4564025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4564023.000000 Penalty: 12261.322266
	Iteration 31Q: 3 clusters Score -4564023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -4564026.000000 Penalty: 12261.322266
	Iteration 32Q: 3 clusters Score -4564026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -4564045.000000 Penalty: 12261.322266
	Iteration 33Q: 3 clusters Score -4564045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4564061.000000 Penalty: 12261.322266
	Iteration 34Q: 3 clusters Score -4564061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4564062.000000 Penalty: 12261.322266
	Iteration 35Q: 3 clusters Score -4564062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4564071.000000 Penalty: 12261.322266
	Iteration 36Q: 3 clusters Score -4564071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -4564073.500000 Penalty: 12261.322266
	Iteration 37Q: 3 clusters Score -4564074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -4564084.000000 Penalty: 12261.322266
	Iteration 38Q: 3 clusters Score -4564084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4564083.500000 Penalty: 12261.322266
	Iteration 39Q: 3 clusters Score -4564084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4564081.000000 Penalty: 12261.322266
	Iteration 40F: 3 clusters Score -4564081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -4564072.500000 Penalty: 12261.322266
	Iteration 41Q: 3 clusters Score -4564072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -4564075.000000 Penalty: 12261.322266
	Iteration 42Q: 3 clusters Score -4564075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4564074.500000 Penalty: 12261.322266
	Iteration 43Q: 3 clusters Score -4564074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4564073.000000 Penalty: 12261.322266
	Iteration 44Q: 3 clusters Score -4564073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -4564068.500000 Penalty: 12261.322266
	Iteration 45Q: 3 clusters Score -4564068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4564073.000000 Penalty: 12261.322266
	Iteration 46Q: 3 clusters Score -4564073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4564077.000000 Penalty: 12261.322266
	Iteration 47Q: 3 clusters Score -4564077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4564077.000000 Penalty: 12261.322266
	Iteration 48Q: 3 clusters Score -4564077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4564077.000000 Penalty: 12261.322266
	Iteration 49F: 3 clusters Score -4564077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (60779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Entering Unmasked Estep 
Score: -12588287.000000 Penalty: 6746.687012
	Iteration 0F: 2 clusters Score -1.258829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -12545280.000000 Penalty: 13493.374023
	Iteration 0F: 3 clusters Score -1.254528e+07 nChanged 27196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -12559828.000000 Penalty: 13493.374023
	Iteration 1F: 3 clusters Score -1.255983e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -12560857.000000 Penalty: 13493.374023
	Iteration 2Q: 3 clusters Score -1.256086e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -12561675.000000 Penalty: 13493.374023
	Iteration 3Q: 3 clusters Score -1.256168e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -12562535.000000 Penalty: 13493.374023
	Iteration 4Q: 3 clusters Score -1.256254e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -12563467.000000 Penalty: 13493.374023
	Iteration 5Q: 3 clusters Score -1.256347e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -12564391.000000 Penalty: 13493.374023
	Iteration 6Q: 3 clusters Score -1.256439e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -12565340.000000 Penalty: 13493.374023
	Iteration 7Q: 3 clusters Score -1.256534e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -12566418.000000 Penalty: 13493.374023
	Iteration 8Q: 3 clusters Score -1.256642e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -12567632.000000 Penalty: 13493.374023
	Iteration 9Q: 3 clusters Score -1.256763e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -12568910.000000 Penalty: 13493.374023
	Iteration 10Q: 3 clusters Score -1.256891e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -12570455.000000 Penalty: 13493.374023
	Iteration 11Q: 3 clusters Score -1.257046e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -12572223.000000 Penalty: 13493.374023
	Iteration 12Q: 3 clusters Score -1.257222e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -12574361.000000 Penalty: 13493.374023
	Iteration 13F: 3 clusters Score -1.257436e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -12577470.000000 Penalty: 13493.374023
	Iteration 14F: 3 clusters Score -1.257747e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -12582300.000000 Penalty: 13493.374023
	Iteration 15F: 3 clusters Score -1.25823e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -12588396.000000 Penalty: 13493.374023
	Iteration 16F: 3 clusters Score -1.25884e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -12591906.000000 Penalty: 13493.374023
	Iteration 17Q: 3 clusters Score -1.259191e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -12592990.000000 Penalty: 13493.374023
	Iteration 18Q: 3 clusters Score -1.259299e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -12593191.000000 Penalty: 13493.374023
	Iteration 19Q: 3 clusters Score -1.259319e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -12593269.000000 Penalty: 13493.374023
	Iteration 20F: 3 clusters Score -1.259327e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -12593344.000000 Penalty: 13493.374023
	Iteration 21Q: 3 clusters Score -1.259334e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -12593366.000000 Penalty: 13493.374023
	Iteration 22Q: 3 clusters Score -1.259337e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -12593361.000000 Penalty: 13493.374023
	Iteration 23Q: 3 clusters Score -1.259336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -12593362.000000 Penalty: 13493.374023
	Iteration 24Q: 3 clusters Score -1.259336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -12593375.000000 Penalty: 13493.374023
	Iteration 25Q: 3 clusters Score -1.259338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -12593373.000000 Penalty: 13493.374023
	Iteration 26Q: 3 clusters Score -1.259337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -12593369.000000 Penalty: 13493.374023
	Iteration 27Q: 3 clusters Score -1.259337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -12593377.000000 Penalty: 13493.374023
	Iteration 28Q: 3 clusters Score -1.259338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -12593363.000000 Penalty: 13493.374023
	Iteration 29Q: 3 clusters Score -1.259336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -12593373.000000 Penalty: 13493.374023
	Iteration 30Q: 3 clusters Score -1.259337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -12593378.000000 Penalty: 13493.374023
	Iteration 31Q: 3 clusters Score -1.259338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -12593375.000000 Penalty: 13493.374023
	Iteration 32Q: 3 clusters Score -1.259338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -12593373.000000 Penalty: 13493.374023
	Iteration 33Q: 3 clusters Score -1.259337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -12593373.000000 Penalty: 13493.374023
	Iteration 34F: 3 clusters Score -1.259337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 18240 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 99212 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8163 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24960 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 87985 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19889 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 22231 members 
Mstep: Class 22 contains 19917 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 40862 members 
Entering Unmasked Estep 
Score: -89426320.000000 Penalty: 191086.562500
Splitting cluster 22 changes total score from -89422040.000000 to -89426320.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 23 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -265102.468750 Penalty: 4387.917480
	Iteration 0F: 2 clusters Score -265102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -260703.046875 Penalty: 8775.834961
	Iteration 0F: 3 clusters Score -260703 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -261150.265625 Penalty: 8775.834961
	Iteration 1F: 3 clusters Score -261150.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -261264.859375 Penalty: 8775.834961
	Iteration 2Q: 3 clusters Score -261264.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -261307.250000 Penalty: 8775.834961
	Iteration 3Q: 3 clusters Score -261307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -261331.500000 Penalty: 8775.834961
	Iteration 4Q: 3 clusters Score -261331.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -261342.390625 Penalty: 8775.834961
	Iteration 5Q: 3 clusters Score -261342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -261353.281250 Penalty: 8775.834961
	Iteration 6Q: 3 clusters Score -261353.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -261356.796875 Penalty: 8775.834961
	Iteration 7Q: 3 clusters Score -261356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -261359.125000 Penalty: 8775.834961
	Iteration 8Q: 3 clusters Score -261359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -261359.125000 Penalty: 8775.834961
	Iteration 9F: 3 clusters Score -261359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 18240 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 99212 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8163 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24960 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 87985 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19889 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 22231 members 
Mstep: Class 22 contains 19917 members 
Mstep: Class 23 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89428464.000000 Penalty: 191086.562500
Iteration 119Q: 25 clusters Score -8.942846e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 18377 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 17313 members 
Mstep: Class 7 contains 99446 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8201 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24976 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12124 members 
Mstep: Class 16 contains 88000 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19914 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 22235 members 
Mstep: Class 22 contains 20408 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 39797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89429128.000000 Penalty: 191086.562500
Iteration 120F: 25 clusters Score -8.942913e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 18048 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 17239 members 
Mstep: Class 7 contains 99092 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24991 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12138 members 
Mstep: Class 16 contains 87937 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19911 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 12987 members 
Mstep: Class 21 contains 22234 members 
Mstep: Class 22 contains 20750 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 40382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89429560.000000 Penalty: 191086.562500
Iteration 121Q: 25 clusters Score -8.942956e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 17819 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 17171 members 
Mstep: Class 7 contains 98814 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8253 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25011 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12172 members 
Mstep: Class 16 contains 87909 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19916 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 12985 members 
Mstep: Class 21 contains 22237 members 
Mstep: Class 22 contains 21046 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 40733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89429968.000000 Penalty: 191086.562500
Iteration 122Q: 25 clusters Score -8.942997e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 17631 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 17145 members 
Mstep: Class 7 contains 98565 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8267 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25028 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12207 members 
Mstep: Class 16 contains 87898 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19914 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 12985 members 
Mstep: Class 21 contains 22237 members 
Mstep: Class 22 contains 21268 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 41031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430064.000000 Penalty: 191086.562500
Iteration 123Q: 25 clusters Score -8.943006e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 17483 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 17115 members 
Mstep: Class 7 contains 98357 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8283 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25039 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12242 members 
Mstep: Class 16 contains 87889 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19907 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 12985 members 
Mstep: Class 21 contains 22240 members 
Mstep: Class 22 contains 21443 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 41286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430336.000000 Penalty: 191086.562500
Iteration 124Q: 25 clusters Score -8.943034e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 17365 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 17098 members 
Mstep: Class 7 contains 98185 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8294 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25052 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12274 members 
Mstep: Class 16 contains 87883 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19905 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 12985 members 
Mstep: Class 21 contains 22246 members 
Mstep: Class 22 contains 21577 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 41459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430464.000000 Penalty: 191086.562500
Iteration 125Q: 25 clusters Score -8.943046e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 17272 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 17075 members 
Mstep: Class 7 contains 98013 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8303 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25063 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12309 members 
Mstep: Class 16 contains 87881 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19902 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 12984 members 
Mstep: Class 21 contains 22251 members 
Mstep: Class 22 contains 21694 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 41613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430360.000000 Penalty: 191086.562500
Iteration 126Q: 25 clusters Score -8.943036e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 17183 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 17050 members 
Mstep: Class 7 contains 97872 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8312 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25080 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12343 members 
Mstep: Class 16 contains 87879 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19898 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 12984 members 
Mstep: Class 21 contains 22250 members 
Mstep: Class 22 contains 21783 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 41745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430248.000000 Penalty: 191086.562500
Iteration 127Q: 25 clusters Score -8.943025e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 17103 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 7 contains 97752 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8327 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25095 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12388 members 
Mstep: Class 16 contains 87882 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19897 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 12983 members 
Mstep: Class 21 contains 22253 members 
Mstep: Class 22 contains 21842 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 41848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430264.000000 Penalty: 191086.562500
Iteration 128Q: 25 clusters Score -8.943026e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 17033 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 17000 members 
Mstep: Class 7 contains 97646 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8340 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25107 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12416 members 
Mstep: Class 16 contains 87881 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19898 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 12980 members 
Mstep: Class 21 contains 22262 members 
Mstep: Class 22 contains 21881 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 41959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430368.000000 Penalty: 191086.562500
Iteration 129Q: 25 clusters Score -8.943037e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 16977 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 97554 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8349 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25125 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12442 members 
Mstep: Class 16 contains 87880 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19900 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 22267 members 
Mstep: Class 22 contains 21916 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 42048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430512.000000 Penalty: 191086.562500
Iteration 130Q: 25 clusters Score -8.943051e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 16925 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 16951 members 
Mstep: Class 7 contains 97474 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25135 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12476 members 
Mstep: Class 16 contains 87878 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19898 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 21948 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 42129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430536.000000 Penalty: 191086.562500
Iteration 131Q: 25 clusters Score -8.943054e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 16859 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 97390 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25148 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12522 members 
Mstep: Class 16 contains 87874 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19897 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 22273 members 
Mstep: Class 22 contains 21985 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 42212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430648.000000 Penalty: 191086.562500
Iteration 132Q: 25 clusters Score -8.943065e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 16795 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 16888 members 
Mstep: Class 7 contains 97315 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8379 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25164 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12578 members 
Mstep: Class 16 contains 87872 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19898 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 22268 members 
Mstep: Class 22 contains 22014 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 42291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430584.000000 Penalty: 191086.562500
Iteration 133Q: 25 clusters Score -8.943058e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 16726 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 16852 members 
Mstep: Class 7 contains 97257 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8388 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25173 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12620 members 
Mstep: Class 16 contains 87876 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19899 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 12976 members 
Mstep: Class 21 contains 22268 members 
Mstep: Class 22 contains 22045 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 42364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430448.000000 Penalty: 191086.562500
Iteration 134Q: 25 clusters Score -8.943045e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 16667 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 16826 members 
Mstep: Class 7 contains 97189 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8398 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25186 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12657 members 
Mstep: Class 16 contains 87874 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19897 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 12975 members 
Mstep: Class 21 contains 22269 members 
Mstep: Class 22 contains 22082 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 42431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430560.000000 Penalty: 191086.562500
Iteration 135Q: 25 clusters Score -8.943056e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 16622 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 16799 members 
Mstep: Class 7 contains 97118 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8399 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25195 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12695 members 
Mstep: Class 16 contains 87872 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 12974 members 
Mstep: Class 21 contains 22270 members 
Mstep: Class 22 contains 22119 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 42502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430616.000000 Penalty: 191086.562500
Iteration 136Q: 25 clusters Score -8.943062e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 16572 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 16756 members 
Mstep: Class 7 contains 97046 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8411 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25202 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 87876 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19887 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 12974 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 22156 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 42573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430656.000000 Penalty: 191086.562500
Iteration 137Q: 25 clusters Score -8.943066e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 16542 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 96978 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8420 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25204 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12765 members 
Mstep: Class 16 contains 87878 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19886 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 12973 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 22192 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 42628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430608.000000 Penalty: 191086.562500
Iteration 138Q: 25 clusters Score -8.943061e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 16512 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 16696 members 
Mstep: Class 7 contains 96905 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8427 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25211 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12795 members 
Mstep: Class 16 contains 87884 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19882 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 12973 members 
Mstep: Class 21 contains 22274 members 
Mstep: Class 22 contains 22227 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 42683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430424.000000 Penalty: 191086.562500
Iteration 139Q: 25 clusters Score -8.943042e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 16465 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 16683 members 
Mstep: Class 7 contains 96838 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8433 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25216 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 87888 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19882 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 12973 members 
Mstep: Class 21 contains 22280 members 
Mstep: Class 22 contains 22254 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 42743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430432.000000 Penalty: 191086.562500
Iteration 140F: 25 clusters Score -8.943043e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 16421 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 16671 members 
Mstep: Class 7 contains 96786 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8445 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25224 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12841 members 
Mstep: Class 16 contains 87886 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19878 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 22283 members 
Mstep: Class 22 contains 22281 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 42792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430600.000000 Penalty: 191086.562500
Iteration 141Q: 25 clusters Score -8.94306e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 16376 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 16662 members 
Mstep: Class 7 contains 96741 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25236 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12857 members 
Mstep: Class 16 contains 87888 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19875 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 22286 members 
Mstep: Class 22 contains 22306 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 42841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430624.000000 Penalty: 191086.562500
Iteration 142Q: 25 clusters Score -8.943062e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 16343 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 16661 members 
Mstep: Class 7 contains 96692 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25244 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12874 members 
Mstep: Class 16 contains 87891 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19875 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 22284 members 
Mstep: Class 22 contains 22322 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 42880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430552.000000 Penalty: 191086.562500
Iteration 143Q: 25 clusters Score -8.943055e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 16322 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 16648 members 
Mstep: Class 7 contains 96652 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8458 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25248 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 87881 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19876 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 22288 members 
Mstep: Class 22 contains 22340 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 42920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430568.000000 Penalty: 191086.562500
Iteration 144Q: 25 clusters Score -8.943057e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 16302 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 96608 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25255 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 87883 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19877 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 22289 members 
Mstep: Class 22 contains 22353 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 42951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430624.000000 Penalty: 191086.562500
Iteration 145Q: 25 clusters Score -8.943062e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 16281 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 16596 members 
Mstep: Class 7 contains 96588 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8467 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25258 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12950 members 
Mstep: Class 16 contains 87881 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19879 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 12971 members 
Mstep: Class 21 contains 22293 members 
Mstep: Class 22 contains 22357 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 42975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430576.000000 Penalty: 191086.562500
Iteration 146Q: 25 clusters Score -8.943058e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 16262 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 16574 members 
Mstep: Class 7 contains 96562 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25259 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 12984 members 
Mstep: Class 16 contains 87880 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19879 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 12971 members 
Mstep: Class 21 contains 22296 members 
Mstep: Class 22 contains 22363 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430576.000000 Penalty: 191086.562500
Iteration 147Q: 25 clusters Score -8.943058e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 16250 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 16546 members 
Mstep: Class 7 contains 96530 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8478 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25260 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13020 members 
Mstep: Class 16 contains 87874 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19879 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 12970 members 
Mstep: Class 21 contains 22297 members 
Mstep: Class 22 contains 22368 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430576.000000 Penalty: 191086.562500
Iteration 148Q: 25 clusters Score -8.943058e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 16229 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 16520 members 
Mstep: Class 7 contains 96487 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8486 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25263 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13058 members 
Mstep: Class 16 contains 87873 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19879 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 12970 members 
Mstep: Class 21 contains 22297 members 
Mstep: Class 22 contains 22376 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430504.000000 Penalty: 191086.562500
Iteration 149Q: 25 clusters Score -8.94305e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 16200 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 16492 members 
Mstep: Class 7 contains 96458 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8494 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25268 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13096 members 
Mstep: Class 16 contains 87871 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19883 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 12970 members 
Mstep: Class 21 contains 22300 members 
Mstep: Class 22 contains 22383 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430560.000000 Penalty: 191086.562500
Iteration 150Q: 25 clusters Score -8.943056e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 16182 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 16451 members 
Mstep: Class 7 contains 96422 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8503 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25269 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13152 members 
Mstep: Class 16 contains 87871 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19883 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 12969 members 
Mstep: Class 21 contains 22299 members 
Mstep: Class 22 contains 22388 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430480.000000 Penalty: 191086.562500
Iteration 151Q: 25 clusters Score -8.943048e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 16152 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 16411 members 
Mstep: Class 7 contains 96399 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8507 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25272 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13198 members 
Mstep: Class 16 contains 87873 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 22296 members 
Mstep: Class 22 contains 22396 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430600.000000 Penalty: 191086.562500
Iteration 152Q: 25 clusters Score -8.94306e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 96376 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8508 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25272 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13254 members 
Mstep: Class 16 contains 87874 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19883 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 22298 members 
Mstep: Class 22 contains 22403 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430712.000000 Penalty: 191086.562500
Iteration 153Q: 25 clusters Score -8.943071e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 16114 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 16314 members 
Mstep: Class 7 contains 96345 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25282 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 87872 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 22300 members 
Mstep: Class 22 contains 22412 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430800.000000 Penalty: 191086.562500
Iteration 154Q: 25 clusters Score -8.94308e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 16094 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 16279 members 
Mstep: Class 7 contains 96322 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25286 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13360 members 
Mstep: Class 16 contains 87870 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 12969 members 
Mstep: Class 21 contains 22299 members 
Mstep: Class 22 contains 22424 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430888.000000 Penalty: 191086.562500
Iteration 155Q: 25 clusters Score -8.943089e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 16083 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 16224 members 
Mstep: Class 7 contains 96307 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8524 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25289 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13409 members 
Mstep: Class 16 contains 87867 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 22299 members 
Mstep: Class 22 contains 22434 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430816.000000 Penalty: 191086.562500
Iteration 156Q: 25 clusters Score -8.943082e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 16070 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 16172 members 
Mstep: Class 7 contains 96280 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8527 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25297 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13461 members 
Mstep: Class 16 contains 87864 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 12967 members 
Mstep: Class 21 contains 22303 members 
Mstep: Class 22 contains 22442 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430704.000000 Penalty: 191086.562500
Iteration 157Q: 25 clusters Score -8.94307e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 16062 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 16127 members 
Mstep: Class 7 contains 96252 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8531 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25310 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13505 members 
Mstep: Class 16 contains 87861 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 12967 members 
Mstep: Class 21 contains 22298 members 
Mstep: Class 22 contains 22457 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89430640.000000 Penalty: 191086.562500
Iteration 158Q: 25 clusters Score -8.943064e+07 nChanged 179
Entering ConstructFrom: 
Score: -89430640.000000 Penalty: 191086.562500
Entering ConstructFrom: 
Trying to split cluster 1 (39112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Entering Unmasked Estep 
Score: -8094148.000000 Penalty: 6476.687988
	Iteration 0F: 2 clusters Score -8094148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -8065670.000000 Penalty: 12953.375977
	Iteration 0F: 3 clusters Score -8065670 nChanged 16794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -8074538.000000 Penalty: 12953.375977
	Iteration 1F: 3 clusters Score -8074538 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -8075395.000000 Penalty: 12953.375977
	Iteration 2F: 3 clusters Score -8075395 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -8076052.000000 Penalty: 12953.375977
	Iteration 3Q: 3 clusters Score -8076052 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -8076654.000000 Penalty: 12953.375977
	Iteration 4Q: 3 clusters Score -8076654 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -8077326.000000 Penalty: 12953.375977
	Iteration 5Q: 3 clusters Score -8077326 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -8078047.000000 Penalty: 12953.375977
	Iteration 6Q: 3 clusters Score -8078047 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -8078808.500000 Penalty: 12953.375977
	Iteration 7Q: 3 clusters Score -8078808 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -8079811.500000 Penalty: 12953.375977
	Iteration 8Q: 3 clusters Score -8079812 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -8080877.500000 Penalty: 12953.375977
	Iteration 9Q: 3 clusters Score -8080878 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -8081994.000000 Penalty: 12953.375977
	Iteration 10Q: 3 clusters Score -8081994 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -8083100.000000 Penalty: 12953.375977
	Iteration 11Q: 3 clusters Score -8083100 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -8084005.000000 Penalty: 12953.375977
	Iteration 12Q: 3 clusters Score -8084005 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -8084872.000000 Penalty: 12953.375977
	Iteration 13Q: 3 clusters Score -8084872 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -8085619.000000 Penalty: 12953.375977
	Iteration 14Q: 3 clusters Score -8085619 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -8086248.500000 Penalty: 12953.375977
	Iteration 15Q: 3 clusters Score -8086248 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -8086727.500000 Penalty: 12953.375977
	Iteration 16Q: 3 clusters Score -8086728 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8087139.000000 Penalty: 12953.375977
	Iteration 17Q: 3 clusters Score -8087139 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8087481.000000 Penalty: 12953.375977
	Iteration 18Q: 3 clusters Score -8087481 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8087788.000000 Penalty: 12953.375977
	Iteration 19Q: 3 clusters Score -8087788 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8088073.500000 Penalty: 12953.375977
	Iteration 20F: 3 clusters Score -8088074 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8088299.000000 Penalty: 12953.375977
	Iteration 21Q: 3 clusters Score -8088299 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8088533.500000 Penalty: 12953.375977
	Iteration 22Q: 3 clusters Score -8088534 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8088717.000000 Penalty: 12953.375977
	Iteration 23Q: 3 clusters Score -8088717 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8088851.000000 Penalty: 12953.375977
	Iteration 24Q: 3 clusters Score -8088851 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8088956.000000 Penalty: 12953.375977
	Iteration 25Q: 3 clusters Score -8088956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8089012.000000 Penalty: 12953.375977
	Iteration 26Q: 3 clusters Score -8089012 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8089076.000000 Penalty: 12953.375977
	Iteration 27Q: 3 clusters Score -8089076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8089099.500000 Penalty: 12953.375977
	Iteration 28Q: 3 clusters Score -8089100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8089142.500000 Penalty: 12953.375977
	Iteration 29Q: 3 clusters Score -8089142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8089170.000000 Penalty: 12953.375977
	Iteration 30Q: 3 clusters Score -8089170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8089177.500000 Penalty: 12953.375977
	Iteration 31Q: 3 clusters Score -8089178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8089203.500000 Penalty: 12953.375977
	Iteration 32Q: 3 clusters Score -8089204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8089212.000000 Penalty: 12953.375977
	Iteration 33Q: 3 clusters Score -8089212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8089240.000000 Penalty: 12953.375977
	Iteration 34Q: 3 clusters Score -8089240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8089243.500000 Penalty: 12953.375977
	Iteration 35Q: 3 clusters Score -8089244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8089247.500000 Penalty: 12953.375977
	Iteration 36Q: 3 clusters Score -8089248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8089264.500000 Penalty: 12953.375977
	Iteration 37Q: 3 clusters Score -8089264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8089261.500000 Penalty: 12953.375977
	Iteration 38Q: 3 clusters Score -8089262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8089267.500000 Penalty: 12953.375977
	Iteration 39Q: 3 clusters Score -8089268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8089280.500000 Penalty: 12953.375977
	Iteration 40F: 3 clusters Score -8089280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8089281.500000 Penalty: 12953.375977
	Iteration 41Q: 3 clusters Score -8089282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8089280.500000 Penalty: 12953.375977
	Iteration 42Q: 3 clusters Score -8089280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8089273.000000 Penalty: 12953.375977
	Iteration 43Q: 3 clusters Score -8089273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8089273.000000 Penalty: 12953.375977
	Iteration 44F: 3 clusters Score -8089273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Entering Unmasked Estep 
Score: -3177461.000000 Penalty: 5931.198242
	Iteration 0F: 2 clusters Score -3177461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3163364.500000 Penalty: 11862.396484
	Iteration 0F: 3 clusters Score -3163364 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3166755.250000 Penalty: 11862.396484
	Iteration 1F: 3 clusters Score -3166755 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3167325.750000 Penalty: 11862.396484
	Iteration 2F: 3 clusters Score -3167326 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3167707.250000 Penalty: 11862.396484
	Iteration 3F: 3 clusters Score -3167707 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3167984.250000 Penalty: 11862.396484
	Iteration 4Q: 3 clusters Score -3167984 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3168182.750000 Penalty: 11862.396484
	Iteration 5Q: 3 clusters Score -3168183 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -3168347.500000 Penalty: 11862.396484
	Iteration 6Q: 3 clusters Score -3168348 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3168471.000000 Penalty: 11862.396484
	Iteration 7Q: 3 clusters Score -3168471 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3168626.500000 Penalty: 11862.396484
	Iteration 8Q: 3 clusters Score -3168626 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3168737.500000 Penalty: 11862.396484
	Iteration 9Q: 3 clusters Score -3168738 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3168877.000000 Penalty: 11862.396484
	Iteration 10Q: 3 clusters Score -3168877 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3169001.000000 Penalty: 11862.396484
	Iteration 11Q: 3 clusters Score -3169001 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3169135.000000 Penalty: 11862.396484
	Iteration 12Q: 3 clusters Score -3169135 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3169284.000000 Penalty: 11862.396484
	Iteration 13Q: 3 clusters Score -3169284 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3169414.250000 Penalty: 11862.396484
	Iteration 14Q: 3 clusters Score -3169414 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3169539.000000 Penalty: 11862.396484
	Iteration 15Q: 3 clusters Score -3169539 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3169672.750000 Penalty: 11862.396484
	Iteration 16Q: 3 clusters Score -3169673 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3169803.000000 Penalty: 11862.396484
	Iteration 17Q: 3 clusters Score -3169803 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3169932.000000 Penalty: 11862.396484
	Iteration 18Q: 3 clusters Score -3169932 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3170072.250000 Penalty: 11862.396484
	Iteration 19Q: 3 clusters Score -3170072 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -3170223.750000 Penalty: 11862.396484
	Iteration 20F: 3 clusters Score -3170224 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3170368.250000 Penalty: 11862.396484
	Iteration 21Q: 3 clusters Score -3170368 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3170533.000000 Penalty: 11862.396484
	Iteration 22Q: 3 clusters Score -3170533 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3170718.750000 Penalty: 11862.396484
	Iteration 23Q: 3 clusters Score -3170719 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3170890.250000 Penalty: 11862.396484
	Iteration 24Q: 3 clusters Score -3170890 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3171021.500000 Penalty: 11862.396484
	Iteration 25Q: 3 clusters Score -3171022 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3171157.250000 Penalty: 11862.396484
	Iteration 26Q: 3 clusters Score -3171157 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3171294.000000 Penalty: 11862.396484
	Iteration 27Q: 3 clusters Score -3171294 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3171414.750000 Penalty: 11862.396484
	Iteration 28Q: 3 clusters Score -3171415 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3171516.750000 Penalty: 11862.396484
	Iteration 29Q: 3 clusters Score -3171517 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3171605.250000 Penalty: 11862.396484
	Iteration 30Q: 3 clusters Score -3171605 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3171697.750000 Penalty: 11862.396484
	Iteration 31Q: 3 clusters Score -3171698 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3171783.000000 Penalty: 11862.396484
	Iteration 32Q: 3 clusters Score -3171783 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3171851.250000 Penalty: 11862.396484
	Iteration 33Q: 3 clusters Score -3171851 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3171919.500000 Penalty: 11862.396484
	Iteration 34Q: 3 clusters Score -3171920 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3171990.250000 Penalty: 11862.396484
	Iteration 35Q: 3 clusters Score -3171990 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3172039.500000 Penalty: 11862.396484
	Iteration 36Q: 3 clusters Score -3172040 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3172108.750000 Penalty: 11862.396484
	Iteration 37Q: 3 clusters Score -3172109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3172153.000000 Penalty: 11862.396484
	Iteration 38Q: 3 clusters Score -3172153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3172204.000000 Penalty: 11862.396484
	Iteration 39Q: 3 clusters Score -3172204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3172249.250000 Penalty: 11862.396484
	Iteration 40F: 3 clusters Score -3172249 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3172280.500000 Penalty: 11862.396484
	Iteration 41Q: 3 clusters Score -3172280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3172297.250000 Penalty: 11862.396484
	Iteration 42Q: 3 clusters Score -3172297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3172333.750000 Penalty: 11862.396484
	Iteration 43Q: 3 clusters Score -3172334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3172333.750000 Penalty: 11862.396484
	Iteration 44Q: 3 clusters Score -3172334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3172353.500000 Penalty: 11862.396484
	Iteration 45Q: 3 clusters Score -3172354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3172358.750000 Penalty: 11862.396484
	Iteration 46Q: 3 clusters Score -3172359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3172367.750000 Penalty: 11862.396484
	Iteration 47Q: 3 clusters Score -3172368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3172379.000000 Penalty: 11862.396484
	Iteration 48Q: 3 clusters Score -3172379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3172384.500000 Penalty: 11862.396484
	Iteration 49Q: 3 clusters Score -3172384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3172395.000000 Penalty: 11862.396484
	Iteration 50Q: 3 clusters Score -3172395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3172394.250000 Penalty: 11862.396484
	Iteration 51Q: 3 clusters Score -3172394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3172388.250000 Penalty: 11862.396484
	Iteration 52Q: 3 clusters Score -3172388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3172395.500000 Penalty: 11862.396484
	Iteration 53Q: 3 clusters Score -3172396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3172398.250000 Penalty: 11862.396484
	Iteration 54Q: 3 clusters Score -3172398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3172398.250000 Penalty: 11862.396484
	Iteration 55F: 3 clusters Score -3172398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -104539.835938 Penalty: 3918.119385
	Iteration 0F: 2 clusters Score -104539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -101196.156250 Penalty: 7836.238770
	Iteration 0F: 3 clusters Score -101196.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -101502.382812 Penalty: 7836.238770
	Iteration 1F: 3 clusters Score -101502.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -101736.921875 Penalty: 7836.238770
	Iteration 2F: 3 clusters Score -101736.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101869.578125 Penalty: 7836.238770
	Iteration 3Q: 3 clusters Score -101869.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -101992.070312 Penalty: 7836.238770
	Iteration 4Q: 3 clusters Score -101992.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -102201.578125 Penalty: 7836.238770
	Iteration 5Q: 3 clusters Score -102201.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -102465.281250 Penalty: 7836.238770
	Iteration 6Q: 3 clusters Score -102465.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -102726.359375 Penalty: 7836.238770
	Iteration 7Q: 3 clusters Score -102726.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -102871.023438 Penalty: 7836.238770
	Iteration 8Q: 3 clusters Score -102871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -102891.390625 Penalty: 7836.238770
	Iteration 9Q: 3 clusters Score -102891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -102900.585938 Penalty: 7836.238770
	Iteration 10Q: 3 clusters Score -102900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -102902.156250 Penalty: 7836.238770
	Iteration 11F: 3 clusters Score -102902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -102936.367188 Penalty: 7836.238770
	Iteration 12Q: 3 clusters Score -102936.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -102949.585938 Penalty: 7836.238770
	Iteration 13Q: 3 clusters Score -102949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -102960.117188 Penalty: 7836.238770
	Iteration 14Q: 3 clusters Score -102960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -102964.914062 Penalty: 7836.238770
	Iteration 15Q: 3 clusters Score -102964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -102972.898438 Penalty: 7836.238770
	Iteration 16Q: 3 clusters Score -102972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -102978.820312 Penalty: 7836.238770
	Iteration 17Q: 3 clusters Score -102978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -102982.093750 Penalty: 7836.238770
	Iteration 18Q: 3 clusters Score -102982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -102982.093750 Penalty: 7836.238770
	Iteration 19F: 3 clusters Score -102982.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -168911.531250 Penalty: 4200.227051
	Iteration 0F: 2 clusters Score -168911.5 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 475 members 
Entering Unmasked Estep 
Score: -164952.921875 Penalty: 8400.454102
	Iteration 0F: 3 clusters Score -164952.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -165459.562500 Penalty: 8400.454102
	Iteration 1F: 3 clusters Score -165459.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -165762.328125 Penalty: 8400.454102
	Iteration 2F: 3 clusters Score -165762.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -166111.046875 Penalty: 8400.454102
	Iteration 3F: 3 clusters Score -166111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -166301.562500 Penalty: 8400.454102
	Iteration 4Q: 3 clusters Score -166301.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -166494.265625 Penalty: 8400.454102
	Iteration 5Q: 3 clusters Score -166494.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -166703.875000 Penalty: 8400.454102
	Iteration 6Q: 3 clusters Score -166703.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -166956.484375 Penalty: 8400.454102
	Iteration 7Q: 3 clusters Score -166956.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -167296.578125 Penalty: 8400.454102
	Iteration 8Q: 3 clusters Score -167296.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -167720.531250 Penalty: 8400.454102
	Iteration 9Q: 3 clusters Score -167720.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -168082.109375 Penalty: 8400.454102
	Iteration 10Q: 3 clusters Score -168082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -168371.187500 Penalty: 8400.454102
	Iteration 11Q: 3 clusters Score -168371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -168418.734375 Penalty: 8400.454102
	Iteration 12Q: 3 clusters Score -168418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -168457.343750 Penalty: 8400.454102
	Iteration 13Q: 3 clusters Score -168457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -168476.625000 Penalty: 8400.454102
	Iteration 14Q: 3 clusters Score -168476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -168483.015625 Penalty: 8400.454102
	Iteration 15Q: 3 clusters Score -168483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -168486.250000 Penalty: 8400.454102
	Iteration 16Q: 3 clusters Score -168486.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -168490.531250 Penalty: 8400.454102
	Iteration 17F: 3 clusters Score -168490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -168508.796875 Penalty: 8400.454102
	Iteration 18Q: 3 clusters Score -168508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -168525.078125 Penalty: 8400.454102
	Iteration 19Q: 3 clusters Score -168525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -168538.812500 Penalty: 8400.454102
	Iteration 20F: 3 clusters Score -168538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -168541.375000 Penalty: 8400.454102
	Iteration 21Q: 3 clusters Score -168541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -168544.437500 Penalty: 8400.454102
	Iteration 22Q: 3 clusters Score -168544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -168555.281250 Penalty: 8400.454102
	Iteration 23Q: 3 clusters Score -168555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -168555.281250 Penalty: 8400.454102
	Iteration 24F: 3 clusters Score -168555.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Entering Unmasked Estep 
Score: -1218005.500000 Penalty: 5317.119141
	Iteration 0F: 2 clusters Score -1218006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1210389.375000 Penalty: 10634.238281
	Iteration 0F: 3 clusters Score -1210389 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1211637.125000 Penalty: 10634.238281
	Iteration 1F: 3 clusters Score -1211637 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1211939.500000 Penalty: 10634.238281
	Iteration 2F: 3 clusters Score -1211940 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1212104.125000 Penalty: 10634.238281
	Iteration 3Q: 3 clusters Score -1212104 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1212210.500000 Penalty: 10634.238281
	Iteration 4Q: 3 clusters Score -1212210 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1212279.875000 Penalty: 10634.238281
	Iteration 5Q: 3 clusters Score -1212280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1212336.625000 Penalty: 10634.238281
	Iteration 6Q: 3 clusters Score -1212337 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1212370.125000 Penalty: 10634.238281
	Iteration 7Q: 3 clusters Score -1212370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1212398.625000 Penalty: 10634.238281
	Iteration 8Q: 3 clusters Score -1212399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1212419.750000 Penalty: 10634.238281
	Iteration 9Q: 3 clusters Score -1212420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1212437.750000 Penalty: 10634.238281
	Iteration 10Q: 3 clusters Score -1212438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1212450.375000 Penalty: 10634.238281
	Iteration 11Q: 3 clusters Score -1212450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1212458.250000 Penalty: 10634.238281
	Iteration 12Q: 3 clusters Score -1212458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1212466.500000 Penalty: 10634.238281
	Iteration 13Q: 3 clusters Score -1212466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1212472.500000 Penalty: 10634.238281
	Iteration 14Q: 3 clusters Score -1212472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1212473.875000 Penalty: 10634.238281
	Iteration 15Q: 3 clusters Score -1212474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1212474.375000 Penalty: 10634.238281
	Iteration 16Q: 3 clusters Score -1212474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1212476.000000 Penalty: 10634.238281
	Iteration 17Q: 3 clusters Score -1212476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1212478.750000 Penalty: 10634.238281
	Iteration 18Q: 3 clusters Score -1212479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1212484.000000 Penalty: 10634.238281
	Iteration 19Q: 3 clusters Score -1212484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1212483.125000 Penalty: 10634.238281
	Iteration 20F: 3 clusters Score -1212483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1212481.625000 Penalty: 10634.238281
	Iteration 21Q: 3 clusters Score -1212482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1212484.625000 Penalty: 10634.238281
	Iteration 22Q: 3 clusters Score -1212485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1212484.625000 Penalty: 10634.238281
	Iteration 23F: 3 clusters Score -1212485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Entering Unmasked Estep 
Score: -3193408.500000 Penalty: 5932.684082
	Iteration 0F: 2 clusters Score -3193408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3179433.000000 Penalty: 11865.368164
	Iteration 0F: 3 clusters Score -3179433 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3182918.000000 Penalty: 11865.368164
	Iteration 1F: 3 clusters Score -3182918 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3183610.750000 Penalty: 11865.368164
	Iteration 2F: 3 clusters Score -3183611 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3184081.000000 Penalty: 11865.368164
	Iteration 3F: 3 clusters Score -3184081 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3184438.000000 Penalty: 11865.368164
	Iteration 4Q: 3 clusters Score -3184438 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3184735.000000 Penalty: 11865.368164
	Iteration 5Q: 3 clusters Score -3184735 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3185006.250000 Penalty: 11865.368164
	Iteration 6Q: 3 clusters Score -3185006 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3185290.500000 Penalty: 11865.368164
	Iteration 7Q: 3 clusters Score -3185290 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3185567.750000 Penalty: 11865.368164
	Iteration 8Q: 3 clusters Score -3185568 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3185816.750000 Penalty: 11865.368164
	Iteration 9Q: 3 clusters Score -3185817 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3186043.000000 Penalty: 11865.368164
	Iteration 10Q: 3 clusters Score -3186043 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3186289.750000 Penalty: 11865.368164
	Iteration 11Q: 3 clusters Score -3186290 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3186529.750000 Penalty: 11865.368164
	Iteration 12Q: 3 clusters Score -3186530 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3186725.250000 Penalty: 11865.368164
	Iteration 13Q: 3 clusters Score -3186725 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3186961.500000 Penalty: 11865.368164
	Iteration 14Q: 3 clusters Score -3186962 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3187194.750000 Penalty: 11865.368164
	Iteration 15Q: 3 clusters Score -3187195 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3187410.750000 Penalty: 11865.368164
	Iteration 16Q: 3 clusters Score -3187411 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3187572.750000 Penalty: 11865.368164
	Iteration 17Q: 3 clusters Score -3187573 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3187728.750000 Penalty: 11865.368164
	Iteration 18Q: 3 clusters Score -3187729 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3187874.500000 Penalty: 11865.368164
	Iteration 19Q: 3 clusters Score -3187874 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3188001.000000 Penalty: 11865.368164
	Iteration 20F: 3 clusters Score -3188001 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3188110.250000 Penalty: 11865.368164
	Iteration 21Q: 3 clusters Score -3188110 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3188201.500000 Penalty: 11865.368164
	Iteration 22Q: 3 clusters Score -3188202 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3188262.250000 Penalty: 11865.368164
	Iteration 23Q: 3 clusters Score -3188262 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3188331.000000 Penalty: 11865.368164
	Iteration 24Q: 3 clusters Score -3188331 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3188395.500000 Penalty: 11865.368164
	Iteration 25Q: 3 clusters Score -3188396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3188439.750000 Penalty: 11865.368164
	Iteration 26Q: 3 clusters Score -3188440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3188477.750000 Penalty: 11865.368164
	Iteration 27Q: 3 clusters Score -3188478 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3188530.250000 Penalty: 11865.368164
	Iteration 28Q: 3 clusters Score -3188530 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3188549.250000 Penalty: 11865.368164
	Iteration 29Q: 3 clusters Score -3188549 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3188590.500000 Penalty: 11865.368164
	Iteration 30Q: 3 clusters Score -3188590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3188609.500000 Penalty: 11865.368164
	Iteration 31Q: 3 clusters Score -3188610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3188626.000000 Penalty: 11865.368164
	Iteration 32Q: 3 clusters Score -3188626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3188642.500000 Penalty: 11865.368164
	Iteration 33Q: 3 clusters Score -3188642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3188651.500000 Penalty: 11865.368164
	Iteration 34Q: 3 clusters Score -3188652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3188661.000000 Penalty: 11865.368164
	Iteration 35Q: 3 clusters Score -3188661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3188671.000000 Penalty: 11865.368164
	Iteration 36Q: 3 clusters Score -3188671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3188659.250000 Penalty: 11865.368164
	Iteration 37Q: 3 clusters Score -3188659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3188667.000000 Penalty: 11865.368164
	Iteration 38Q: 3 clusters Score -3188667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3188673.250000 Penalty: 11865.368164
	Iteration 39Q: 3 clusters Score -3188673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3188672.250000 Penalty: 11865.368164
	Iteration 40F: 3 clusters Score -3188672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3188675.500000 Penalty: 11865.368164
	Iteration 41Q: 3 clusters Score -3188676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -3188671.500000 Penalty: 11865.368164
	Iteration 42Q: 3 clusters Score -3188672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -3188672.250000 Penalty: 11865.368164
	Iteration 43Q: 3 clusters Score -3188672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3188677.500000 Penalty: 11865.368164
	Iteration 44Q: 3 clusters Score -3188678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -3188681.500000 Penalty: 11865.368164
	Iteration 45Q: 3 clusters Score -3188682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3188686.750000 Penalty: 11865.368164
	Iteration 46Q: 3 clusters Score -3188687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3188686.750000 Penalty: 11865.368164
	Iteration 47Q: 3 clusters Score -3188687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3188688.000000 Penalty: 11865.368164
	Iteration 48Q: 3 clusters Score -3188688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3188684.750000 Penalty: 11865.368164
	Iteration 49Q: 3 clusters Score -3188685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3188688.250000 Penalty: 11865.368164
	Iteration 50Q: 3 clusters Score -3188688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3188691.500000 Penalty: 11865.368164
	Iteration 51Q: 3 clusters Score -3188692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3188696.750000 Penalty: 11865.368164
	Iteration 52Q: 3 clusters Score -3188697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3188700.000000 Penalty: 11865.368164
	Iteration 53Q: 3 clusters Score -3188700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3188692.500000 Penalty: 11865.368164
	Iteration 54Q: 3 clusters Score -3188692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3188694.000000 Penalty: 11865.368164
	Iteration 55Q: 3 clusters Score -3188694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3188695.500000 Penalty: 11865.368164
	Iteration 56Q: 3 clusters Score -3188696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3188697.000000 Penalty: 11865.368164
	Iteration 57Q: 3 clusters Score -3188697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3188697.000000 Penalty: 11865.368164
	Iteration 58F: 3 clusters Score -3188697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Entering Unmasked Estep 
Score: -19861734.000000 Penalty: 7028.065430
	Iteration 0F: 2 clusters Score -1.986173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -19795610.000000 Penalty: 14056.130859
	Iteration 0F: 3 clusters Score -1.979561e+07 nChanged 44025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -19819838.000000 Penalty: 14056.130859
	Iteration 1F: 3 clusters Score -1.981984e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -19820912.000000 Penalty: 14056.130859
	Iteration 2Q: 3 clusters Score -1.982091e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -19822016.000000 Penalty: 14056.130859
	Iteration 3Q: 3 clusters Score -1.982202e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -19823136.000000 Penalty: 14056.130859
	Iteration 4Q: 3 clusters Score -1.982314e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -19824290.000000 Penalty: 14056.130859
	Iteration 5Q: 3 clusters Score -1.982429e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -19825640.000000 Penalty: 14056.130859
	Iteration 6Q: 3 clusters Score -1.982564e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -19827508.000000 Penalty: 14056.130859
	Iteration 7Q: 3 clusters Score -1.982751e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -19829448.000000 Penalty: 14056.130859
	Iteration 8Q: 3 clusters Score -1.982945e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -19831652.000000 Penalty: 14056.130859
	Iteration 9Q: 3 clusters Score -1.983165e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -19834136.000000 Penalty: 14056.130859
	Iteration 10Q: 3 clusters Score -1.983414e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -19836806.000000 Penalty: 14056.130859
	Iteration 11Q: 3 clusters Score -1.983681e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -19839798.000000 Penalty: 14056.130859
	Iteration 12F: 3 clusters Score -1.98398e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -19842674.000000 Penalty: 14056.130859
	Iteration 13F: 3 clusters Score -1.984267e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -19845430.000000 Penalty: 14056.130859
	Iteration 14Q: 3 clusters Score -1.984543e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -19847474.000000 Penalty: 14056.130859
	Iteration 15Q: 3 clusters Score -1.984747e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -19848940.000000 Penalty: 14056.130859
	Iteration 16Q: 3 clusters Score -1.984894e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -19849942.000000 Penalty: 14056.130859
	Iteration 17Q: 3 clusters Score -1.984994e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -19851114.000000 Penalty: 14056.130859
	Iteration 18Q: 3 clusters Score -1.985111e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -19852242.000000 Penalty: 14056.130859
	Iteration 19Q: 3 clusters Score -1.985224e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -19853508.000000 Penalty: 14056.130859
	Iteration 20F: 3 clusters Score -1.985351e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -19855076.000000 Penalty: 14056.130859
	Iteration 21Q: 3 clusters Score -1.985508e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -19856928.000000 Penalty: 14056.130859
	Iteration 22Q: 3 clusters Score -1.985693e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -19859050.000000 Penalty: 14056.130859
	Iteration 23Q: 3 clusters Score -1.985905e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -19860926.000000 Penalty: 14056.130859
	Iteration 24Q: 3 clusters Score -1.986093e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -19862542.000000 Penalty: 14056.130859
	Iteration 25Q: 3 clusters Score -1.986254e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -19863678.000000 Penalty: 14056.130859
	Iteration 26Q: 3 clusters Score -1.986368e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -19864264.000000 Penalty: 14056.130859
	Iteration 27Q: 3 clusters Score -1.986426e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -19864748.000000 Penalty: 14056.130859
	Iteration 28Q: 3 clusters Score -1.986475e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -19865064.000000 Penalty: 14056.130859
	Iteration 29Q: 3 clusters Score -1.986506e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -19865194.000000 Penalty: 14056.130859
	Iteration 30Q: 3 clusters Score -1.986519e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -19865286.000000 Penalty: 14056.130859
	Iteration 31Q: 3 clusters Score -1.986529e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -19865318.000000 Penalty: 14056.130859
	Iteration 32Q: 3 clusters Score -1.986532e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -19865438.000000 Penalty: 14056.130859
	Iteration 33Q: 3 clusters Score -1.986544e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -19865482.000000 Penalty: 14056.130859
	Iteration 34Q: 3 clusters Score -1.986548e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -19865484.000000 Penalty: 14056.130859
	Iteration 35Q: 3 clusters Score -1.986548e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -19865516.000000 Penalty: 14056.130859
	Iteration 36Q: 3 clusters Score -1.986552e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -19865548.000000 Penalty: 14056.130859
	Iteration 37Q: 3 clusters Score -1.986555e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -19865552.000000 Penalty: 14056.130859
	Iteration 38Q: 3 clusters Score -1.986555e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -19865548.000000 Penalty: 14056.130859
	Iteration 39Q: 3 clusters Score -1.986555e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -19865526.000000 Penalty: 14056.130859
	Iteration 40F: 3 clusters Score -1.986553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -19865556.000000 Penalty: 14056.130859
	Iteration 41Q: 3 clusters Score -1.986556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -19865576.000000 Penalty: 14056.130859
	Iteration 42Q: 3 clusters Score -1.986558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -19865560.000000 Penalty: 14056.130859
	Iteration 43Q: 3 clusters Score -1.986556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -19865566.000000 Penalty: 14056.130859
	Iteration 44Q: 3 clusters Score -1.986557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -19865570.000000 Penalty: 14056.130859
	Iteration 45Q: 3 clusters Score -1.986557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -19865590.000000 Penalty: 14056.130859
	Iteration 46Q: 3 clusters Score -1.986559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -19865574.000000 Penalty: 14056.130859
	Iteration 47Q: 3 clusters Score -1.986557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -19865592.000000 Penalty: 14056.130859
	Iteration 48Q: 3 clusters Score -1.986559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78129 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -19865606.000000 Penalty: 14056.130859
	Iteration 49Q: 3 clusters Score -1.986561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -19865584.000000 Penalty: 14056.130859
	Iteration 50Q: 3 clusters Score -1.986558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -19865584.000000 Penalty: 14056.130859
	Iteration 51F: 3 clusters Score -1.986558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 16052 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 16091 members 
Mstep: Class 7 contains 78130 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8535 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25316 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13552 members 
Mstep: Class 16 contains 87860 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 22298 members 
Mstep: Class 22 contains 22472 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43256 members 
Mstep: Class 25 contains 18090 members 
Entering Unmasked Estep 
Score: -89433648.000000 Penalty: 199048.500000
Splitting cluster 7 changes total score from -89430640.000000 to -89433648.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102467.562500 Penalty: 3872.571045
	Iteration 0F: 2 clusters Score -102467.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -99055.218750 Penalty: 7745.142090
	Iteration 0F: 3 clusters Score -99055.22 nChanged 40
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: -99266.445312 Penalty: 7745.142090
	Iteration 1F: 3 clusters Score -99266.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99374.304688 Penalty: 7745.142090
	Iteration 2Q: 3 clusters Score -99374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -99424.242188 Penalty: 7745.142090
	Iteration 3Q: 3 clusters Score -99424.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99467.625000 Penalty: 7745.142090
	Iteration 4Q: 3 clusters Score -99467.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -99528.382812 Penalty: 7745.142090
	Iteration 5Q: 3 clusters Score -99528.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99557.101562 Penalty: 7745.142090
	Iteration 6Q: 3 clusters Score -99557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99572.867188 Penalty: 7745.142090
	Iteration 7Q: 3 clusters Score -99572.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99587.289062 Penalty: 7745.142090
	Iteration 8Q: 3 clusters Score -99587.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99595.890625 Penalty: 7745.142090
	Iteration 9Q: 3 clusters Score -99595.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99607.781250 Penalty: 7745.142090
	Iteration 10Q: 3 clusters Score -99607.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99607.781250 Penalty: 7745.142090
	Iteration 11F: 3 clusters Score -99607.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Entering Unmasked Estep 
Score: -1694165.875000 Penalty: 5544.307617
	Iteration 0F: 2 clusters Score -1694166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1684906.625000 Penalty: 11088.615234
	Iteration 0F: 3 clusters Score -1684907 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1686744.750000 Penalty: 11088.615234
	Iteration 1F: 3 clusters Score -1686745 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1687134.500000 Penalty: 11088.615234
	Iteration 2F: 3 clusters Score -1687134 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1687338.875000 Penalty: 11088.615234
	Iteration 3Q: 3 clusters Score -1687339 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1687477.750000 Penalty: 11088.615234
	Iteration 4Q: 3 clusters Score -1687478 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1687582.500000 Penalty: 11088.615234
	Iteration 5Q: 3 clusters Score -1687582 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1687660.250000 Penalty: 11088.615234
	Iteration 6Q: 3 clusters Score -1687660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1687715.875000 Penalty: 11088.615234
	Iteration 7Q: 3 clusters Score -1687716 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1687761.625000 Penalty: 11088.615234
	Iteration 8Q: 3 clusters Score -1687762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1687804.125000 Penalty: 11088.615234
	Iteration 9Q: 3 clusters Score -1687804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1687838.125000 Penalty: 11088.615234
	Iteration 10Q: 3 clusters Score -1687838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1687867.875000 Penalty: 11088.615234
	Iteration 11Q: 3 clusters Score -1687868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1687908.375000 Penalty: 11088.615234
	Iteration 12Q: 3 clusters Score -1687908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1687941.375000 Penalty: 11088.615234
	Iteration 13Q: 3 clusters Score -1687941 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1687976.500000 Penalty: 11088.615234
	Iteration 14Q: 3 clusters Score -1687976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1688025.875000 Penalty: 11088.615234
	Iteration 15Q: 3 clusters Score -1688026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1688077.125000 Penalty: 11088.615234
	Iteration 16Q: 3 clusters Score -1688077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1688118.250000 Penalty: 11088.615234
	Iteration 17Q: 3 clusters Score -1688118 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1688159.375000 Penalty: 11088.615234
	Iteration 18Q: 3 clusters Score -1688159 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1688211.750000 Penalty: 11088.615234
	Iteration 19Q: 3 clusters Score -1688212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1688238.625000 Penalty: 11088.615234
	Iteration 20F: 3 clusters Score -1688239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1688278.125000 Penalty: 11088.615234
	Iteration 21Q: 3 clusters Score -1688278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1688313.375000 Penalty: 11088.615234
	Iteration 22Q: 3 clusters Score -1688313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1688345.875000 Penalty: 11088.615234
	Iteration 23Q: 3 clusters Score -1688346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1688383.500000 Penalty: 11088.615234
	Iteration 24Q: 3 clusters Score -1688384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1688425.375000 Penalty: 11088.615234
	Iteration 25Q: 3 clusters Score -1688425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1688476.875000 Penalty: 11088.615234
	Iteration 26Q: 3 clusters Score -1688477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1688528.250000 Penalty: 11088.615234
	Iteration 27Q: 3 clusters Score -1688528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1688579.375000 Penalty: 11088.615234
	Iteration 28Q: 3 clusters Score -1688579 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1688635.500000 Penalty: 11088.615234
	Iteration 29Q: 3 clusters Score -1688636 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1688706.875000 Penalty: 11088.615234
	Iteration 30Q: 3 clusters Score -1688707 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1688773.125000 Penalty: 11088.615234
	Iteration 31Q: 3 clusters Score -1688773 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1688847.250000 Penalty: 11088.615234
	Iteration 32Q: 3 clusters Score -1688847 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1688915.250000 Penalty: 11088.615234
	Iteration 33Q: 3 clusters Score -1688915 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1688982.625000 Penalty: 11088.615234
	Iteration 34Q: 3 clusters Score -1688983 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1689041.500000 Penalty: 11088.615234
	Iteration 35Q: 3 clusters Score -1689042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1689114.500000 Penalty: 11088.615234
	Iteration 36Q: 3 clusters Score -1689114 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1689207.625000 Penalty: 11088.615234
	Iteration 37Q: 3 clusters Score -1689208 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1689291.875000 Penalty: 11088.615234
	Iteration 38Q: 3 clusters Score -1689292 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1689398.750000 Penalty: 11088.615234
	Iteration 39Q: 3 clusters Score -1689399 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1689489.250000 Penalty: 11088.615234
	Iteration 40F: 3 clusters Score -1689489 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1689590.875000 Penalty: 11088.615234
	Iteration 41Q: 3 clusters Score -1689591 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1689677.500000 Penalty: 11088.615234
	Iteration 42Q: 3 clusters Score -1689678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1689762.375000 Penalty: 11088.615234
	Iteration 43Q: 3 clusters Score -1689762 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1689832.250000 Penalty: 11088.615234
	Iteration 44Q: 3 clusters Score -1689832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1689885.000000 Penalty: 11088.615234
	Iteration 45Q: 3 clusters Score -1689885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1689944.875000 Penalty: 11088.615234
	Iteration 46Q: 3 clusters Score -1689945 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1690013.625000 Penalty: 11088.615234
	Iteration 47Q: 3 clusters Score -1690014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1690070.000000 Penalty: 11088.615234
	Iteration 48Q: 3 clusters Score -1690070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1690117.125000 Penalty: 11088.615234
	Iteration 49Q: 3 clusters Score -1690117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1690163.625000 Penalty: 11088.615234
	Iteration 50Q: 3 clusters Score -1690164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1690194.750000 Penalty: 11088.615234
	Iteration 51Q: 3 clusters Score -1690195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1690228.875000 Penalty: 11088.615234
	Iteration 52Q: 3 clusters Score -1690229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1690260.000000 Penalty: 11088.615234
	Iteration 53Q: 3 clusters Score -1690260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1690290.250000 Penalty: 11088.615234
	Iteration 54Q: 3 clusters Score -1690290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1690311.500000 Penalty: 11088.615234
	Iteration 55Q: 3 clusters Score -1690312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1690320.625000 Penalty: 11088.615234
	Iteration 56Q: 3 clusters Score -1690321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1690335.500000 Penalty: 11088.615234
	Iteration 57Q: 3 clusters Score -1690336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1690344.000000 Penalty: 11088.615234
	Iteration 58Q: 3 clusters Score -1690344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1690348.625000 Penalty: 11088.615234
	Iteration 59Q: 3 clusters Score -1690349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1690353.750000 Penalty: 11088.615234
	Iteration 60F: 3 clusters Score -1690354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1690355.375000 Penalty: 11088.615234
	Iteration 61Q: 3 clusters Score -1690355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1690360.125000 Penalty: 11088.615234
	Iteration 62Q: 3 clusters Score -1690360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1690368.000000 Penalty: 11088.615234
	Iteration 63Q: 3 clusters Score -1690368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1690365.750000 Penalty: 11088.615234
	Iteration 64Q: 3 clusters Score -1690366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1690372.625000 Penalty: 11088.615234
	Iteration 65Q: 3 clusters Score -1690373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1690372.625000 Penalty: 11088.615234
	Iteration 66F: 3 clusters Score -1690373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -103731.398438 Penalty: 3849.032227
	Iteration 0F: 2 clusters Score -103731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -100341.015625 Penalty: 7698.064453
	Iteration 0F: 3 clusters Score -100341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -100533.843750 Penalty: 7698.064453
	Iteration 1F: 3 clusters Score -100533.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -100572.281250 Penalty: 7698.064453
	Iteration 2Q: 3 clusters Score -100572.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -100578.679688 Penalty: 7698.064453
	Iteration 3Q: 3 clusters Score -100578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -100588.164062 Penalty: 7698.064453
	Iteration 4Q: 3 clusters Score -100588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -100601.101562 Penalty: 7698.064453
	Iteration 5Q: 3 clusters Score -100601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -100604.171875 Penalty: 7698.064453
	Iteration 6Q: 3 clusters Score -100604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -100604.171875 Penalty: 7698.064453
	Iteration 7F: 3 clusters Score -100604.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -130787.718750 Penalty: 4050.697754
	Iteration 0F: 2 clusters Score -130787.7 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 384 members 
Entering Unmasked Estep 
Score: -127006.703125 Penalty: 8101.395508
	Iteration 0F: 3 clusters Score -127006.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -127480.085938 Penalty: 8101.395508
	Iteration 1F: 3 clusters Score -127480.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -127721.679688 Penalty: 8101.395508
	Iteration 2F: 3 clusters Score -127721.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127846.117188 Penalty: 8101.395508
	Iteration 3Q: 3 clusters Score -127846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127998.335938 Penalty: 8101.395508
	Iteration 4Q: 3 clusters Score -127998.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -128133.484375 Penalty: 8101.395508
	Iteration 5Q: 3 clusters Score -128133.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -128418.992188 Penalty: 8101.395508
	Iteration 6Q: 3 clusters Score -128419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -128534.539062 Penalty: 8101.395508
	Iteration 7Q: 3 clusters Score -128534.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -128582.875000 Penalty: 8101.395508
	Iteration 8Q: 3 clusters Score -128582.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -128635.187500 Penalty: 8101.395508
	Iteration 9Q: 3 clusters Score -128635.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -128673.718750 Penalty: 8101.395508
	Iteration 10Q: 3 clusters Score -128673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -128708.351562 Penalty: 8101.395508
	Iteration 11Q: 3 clusters Score -128708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -128734.875000 Penalty: 8101.395508
	Iteration 12Q: 3 clusters Score -128734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -128750.851562 Penalty: 8101.395508
	Iteration 13Q: 3 clusters Score -128750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -128752.484375 Penalty: 8101.395508
	Iteration 14Q: 3 clusters Score -128752.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -128752.484375 Penalty: 8101.395508
	Iteration 15F: 3 clusters Score -128752.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -99908.726562 Penalty: 3858.106445
	Iteration 0F: 2 clusters Score -99908.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -96490.453125 Penalty: 7716.212891
	Iteration 0F: 3 clusters Score -96490.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96794.203125 Penalty: 7716.212891
	Iteration 1F: 3 clusters Score -96794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96845.835938 Penalty: 7716.212891
	Iteration 2Q: 3 clusters Score -96845.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96869.898438 Penalty: 7716.212891
	Iteration 3Q: 3 clusters Score -96869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96871.554688 Penalty: 7716.212891
	Iteration 4Q: 3 clusters Score -96871.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96871.554688 Penalty: 7716.212891
	Iteration 5F: 3 clusters Score -96871.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Entering Unmasked Estep 
Score: -5221567.000000 Penalty: 6210.254883
	Iteration 0F: 2 clusters Score -5221567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -5201740.000000 Penalty: 12420.509766
	Iteration 0F: 3 clusters Score -5201740 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -5207320.500000 Penalty: 12420.509766
	Iteration 1F: 3 clusters Score -5207320 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -5208035.500000 Penalty: 12420.509766
	Iteration 2F: 3 clusters Score -5208036 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -5208561.000000 Penalty: 12420.509766
	Iteration 3Q: 3 clusters Score -5208561 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -5208973.000000 Penalty: 12420.509766
	Iteration 4Q: 3 clusters Score -5208973 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -5209312.000000 Penalty: 12420.509766
	Iteration 5Q: 3 clusters Score -5209312 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -5209569.000000 Penalty: 12420.509766
	Iteration 6Q: 3 clusters Score -5209569 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -5209895.000000 Penalty: 12420.509766
	Iteration 7Q: 3 clusters Score -5209895 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -5210192.500000 Penalty: 12420.509766
	Iteration 8Q: 3 clusters Score -5210192 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -5210573.000000 Penalty: 12420.509766
	Iteration 9Q: 3 clusters Score -5210573 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5210989.500000 Penalty: 12420.509766
	Iteration 10Q: 3 clusters Score -5210990 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -5211514.500000 Penalty: 12420.509766
	Iteration 11Q: 3 clusters Score -5211514 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -5212082.000000 Penalty: 12420.509766
	Iteration 12Q: 3 clusters Score -5212082 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -5212617.500000 Penalty: 12420.509766
	Iteration 13Q: 3 clusters Score -5212618 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -5213125.500000 Penalty: 12420.509766
	Iteration 14Q: 3 clusters Score -5213126 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -5213681.500000 Penalty: 12420.509766
	Iteration 15Q: 3 clusters Score -5213682 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -5214112.500000 Penalty: 12420.509766
	Iteration 16Q: 3 clusters Score -5214112 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -5214543.500000 Penalty: 12420.509766
	Iteration 17Q: 3 clusters Score -5214544 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5214885.000000 Penalty: 12420.509766
	Iteration 18Q: 3 clusters Score -5214885 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -5215250.500000 Penalty: 12420.509766
	Iteration 19Q: 3 clusters Score -5215250 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -5215525.500000 Penalty: 12420.509766
	Iteration 20F: 3 clusters Score -5215526 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5215695.500000 Penalty: 12420.509766
	Iteration 21Q: 3 clusters Score -5215696 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5215819.000000 Penalty: 12420.509766
	Iteration 22Q: 3 clusters Score -5215819 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -5215896.500000 Penalty: 12420.509766
	Iteration 23Q: 3 clusters Score -5215896 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5216058 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5216089 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5216130 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5216142 nChanged 69
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Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5216150 nChanged 52
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Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5216166 nChanged 60
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Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5216188 nChanged 65
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Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5216200 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5216232 nChanged 58
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Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5216246 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5216244 nChanged 60
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Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5216277 nChanged 56
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Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 19300 members 
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	Iteration 39Q: 3 clusters Score -5216277 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5216284 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5216302 nChanged 49
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Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5216310 nChanged 55
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Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5216335 nChanged 53
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Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5216369 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5216375 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5216388 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5216402 nChanged 59
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Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5216428 nChanged 70
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Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5216431 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5216474 nChanged 80
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Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5216488 nChanged 84
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Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5217 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 20155 members 
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	Iteration 56Q: 3 clusters Score -5216577 nChanged 61
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Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5216604 nChanged 52
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Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5216606 nChanged 40
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Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5216626 nChanged 41
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Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5216626 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5216648 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5216662 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5216687 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5216695 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5216717 nChanged 47
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Mstep: Class 1 contains 4744 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5216730 nChanged 49
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Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5216736 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4659 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5216761 nChanged 42
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Mstep: Class 1 contains 4629 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5216768 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 20726 members 
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	Iteration 71Q: 3 clusters Score -5216788 nChanged 41
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Mstep: Class 1 contains 4559 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5216809 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5216826 nChanged 38
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Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5216828 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4460 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5216837 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4429 members 
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	Iteration 76Q: 3 clusters Score -5216856 nChanged 36
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Mstep: Class 1 contains 4401 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5216872 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5216886 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4346 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5216895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5216892 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4316 members 
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	Iteration 81Q: 3 clusters Score -5216893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5216890 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5216892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5216908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5216920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5216922 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4255 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5216924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5216920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5216927 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4216 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5216932 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5216940 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 21116 members 
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	Iteration 92Q: 3 clusters Score -5216940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5216938 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 21125 members 
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	Iteration 94Q: 3 clusters Score -5216938 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5216950 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5216942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5216956 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5216958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5216951 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -5216945.500000 Penalty: 12420.509766
	Iteration 100F: 3 clusters Score -5216946 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -5216939.000000 Penalty: 12420.509766
	Iteration 101Q: 3 clusters Score -5216939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5216944 nChanged 7
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Mstep: Class 1 contains 4125 members 
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	Iteration 103Q: 3 clusters Score -5216955 nChanged 13
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Mstep: Class 1 contains 4112 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5216949 nChanged 11
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Mstep: Class 1 contains 4103 members 
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	Iteration 105Q: 3 clusters Score -5216942 nChanged 10
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Mstep: Class 1 contains 4093 members 
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	Iteration 106Q: 3 clusters Score -5216951 nChanged 12
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Mstep: Class 1 contains 4085 members 
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	Iteration 107Q: 3 clusters Score -5216963 nChanged 14
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	Iteration 108Q: 3 clusters Score -5216961 nChanged 9
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Mstep: Class 1 contains 4066 members 
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	Iteration 109Q: 3 clusters Score -5216980 nChanged 13
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Mstep: Class 1 contains 4055 members 
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	Iteration 110Q: 3 clusters Score -5216968 nChanged 19
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Mstep: Class 1 contains 4042 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5216964 nChanged 13
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Mstep: Class 1 contains 4031 members 
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	Iteration 112Q: 3 clusters Score -5216958 nChanged 12
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Mstep: Class 1 contains 4025 members 
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	Iteration 113Q: 3 clusters Score -5216963 nChanged 9
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Mstep: Class 1 contains 4016 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5216971 nChanged 6
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5216982 nChanged 6
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5216972 nChanged 7
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Mstep: Class 1 contains 3997 members 
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Score: -5216980.000000 Penalty: 12420.509766
	Iteration 117Q: 3 clusters Score -5216980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -5216987.500000 Penalty: 12420.509766
	Iteration 118Q: 3 clusters Score -5216988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -5216979.000000 Penalty: 12420.509766
	Iteration 119Q: 3 clusters Score -5216979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -5216978.000000 Penalty: 12420.509766
	Iteration 120F: 3 clusters Score -5216978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -5216979.000000 Penalty: 12420.509766
	Iteration 121Q: 3 clusters Score -5216979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5216978.500000 Penalty: 12420.509766
	Iteration 122Q: 3 clusters Score -5216978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5216984.000000 Penalty: 12420.509766
	Iteration 123Q: 3 clusters Score -5216984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5216984.000000 Penalty: 12420.509766
	Iteration 124Q: 3 clusters Score -5216984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -5216989.500000 Penalty: 12420.509766
	Iteration 125Q: 3 clusters Score -5216990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5216990.000000 Penalty: 12420.509766
	Iteration 126Q: 3 clusters Score -5216990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -5216989.000000 Penalty: 12420.509766
	Iteration 127Q: 3 clusters Score -5216989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5216987.000000 Penalty: 12420.509766
	Iteration 128Q: 3 clusters Score -5216987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5216984.500000 Penalty: 12420.509766
	Iteration 129Q: 3 clusters Score -5216984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5216989.000000 Penalty: 12420.509766
	Iteration 130Q: 3 clusters Score -5216989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5216989.000000 Penalty: 12420.509766
	Iteration 131F: 3 clusters Score -5216989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -126558.226562 Penalty: 4023.807373
	Iteration 0F: 2 clusters Score -126558.2 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 379 members 
Entering Unmasked Estep 
Score: -122935.851562 Penalty: 8047.614746
	Iteration 0F: 3 clusters Score -122935.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -123275.015625 Penalty: 8047.614746
	Iteration 1F: 3 clusters Score -123275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123403.523438 Penalty: 8047.614746
	Iteration 2Q: 3 clusters Score -123403.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -123452.781250 Penalty: 8047.614746
	Iteration 3Q: 3 clusters Score -123452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -123465.812500 Penalty: 8047.614746
	Iteration 4Q: 3 clusters Score -123465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123469.992188 Penalty: 8047.614746
	Iteration 5Q: 3 clusters Score -123470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123469.992188 Penalty: 8047.614746
	Iteration 6F: 3 clusters Score -123470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Entering Unmasked Estep 
Score: -2654868.500000 Penalty: 5827.502441
	Iteration 0F: 2 clusters Score -2654868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2642398.500000 Penalty: 11655.004883
	Iteration 0F: 3 clusters Score -2642398 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2645257.250000 Penalty: 11655.004883
	Iteration 1F: 3 clusters Score -2645257 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2645854.000000 Penalty: 11655.004883
	Iteration 2F: 3 clusters Score -2645854 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2646256.750000 Penalty: 11655.004883
	Iteration 3F: 3 clusters Score -2646257 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2646533.500000 Penalty: 11655.004883
	Iteration 4Q: 3 clusters Score -2646534 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2646762.250000 Penalty: 11655.004883
	Iteration 5Q: 3 clusters Score -2646762 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2646934.750000 Penalty: 11655.004883
	Iteration 6Q: 3 clusters Score -2646935 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2647134.500000 Penalty: 11655.004883
	Iteration 7Q: 3 clusters Score -2647134 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2647298.000000 Penalty: 11655.004883
	Iteration 8Q: 3 clusters Score -2647298 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2647439.500000 Penalty: 11655.004883
	Iteration 9Q: 3 clusters Score -2647440 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2647578.000000 Penalty: 11655.004883
	Iteration 10Q: 3 clusters Score -2647578 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2647727.000000 Penalty: 11655.004883
	Iteration 11Q: 3 clusters Score -2647727 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2647882.500000 Penalty: 11655.004883
	Iteration 12Q: 3 clusters Score -2647882 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2648050.750000 Penalty: 11655.004883
	Iteration 13Q: 3 clusters Score -2648051 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2648204.000000 Penalty: 11655.004883
	Iteration 14Q: 3 clusters Score -2648204 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2648360.750000 Penalty: 11655.004883
	Iteration 15Q: 3 clusters Score -2648361 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2648520.250000 Penalty: 11655.004883
	Iteration 16Q: 3 clusters Score -2648520 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2648697.750000 Penalty: 11655.004883
	Iteration 17Q: 3 clusters Score -2648698 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2648892.250000 Penalty: 11655.004883
	Iteration 18Q: 3 clusters Score -2648892 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2649102.000000 Penalty: 11655.004883
	Iteration 19Q: 3 clusters Score -2649102 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2649297.000000 Penalty: 11655.004883
	Iteration 20F: 3 clusters Score -2649297 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2649517.500000 Penalty: 11655.004883
	Iteration 21Q: 3 clusters Score -2649518 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2649723.500000 Penalty: 11655.004883
	Iteration 22Q: 3 clusters Score -2649724 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2649908.500000 Penalty: 11655.004883
	Iteration 23Q: 3 clusters Score -2649908 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2650079.500000 Penalty: 11655.004883
	Iteration 24Q: 3 clusters Score -2650080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2650208.750000 Penalty: 11655.004883
	Iteration 25Q: 3 clusters Score -2650209 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2650315.750000 Penalty: 11655.004883
	Iteration 26Q: 3 clusters Score -2650316 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2650387.000000 Penalty: 11655.004883
	Iteration 27Q: 3 clusters Score -2650387 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2650445.750000 Penalty: 11655.004883
	Iteration 28Q: 3 clusters Score -2650446 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2650505.750000 Penalty: 11655.004883
	Iteration 29Q: 3 clusters Score -2650506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2650529.500000 Penalty: 11655.004883
	Iteration 30Q: 3 clusters Score -2650530 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2650577.000000 Penalty: 11655.004883
	Iteration 31Q: 3 clusters Score -2650577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2650630.250000 Penalty: 11655.004883
	Iteration 32Q: 3 clusters Score -2650630 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2650675.250000 Penalty: 11655.004883
	Iteration 33Q: 3 clusters Score -2650675 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2650712.750000 Penalty: 11655.004883
	Iteration 34Q: 3 clusters Score -2650713 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2650753.500000 Penalty: 11655.004883
	Iteration 35Q: 3 clusters Score -2650754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2650772.250000 Penalty: 11655.004883
	Iteration 36Q: 3 clusters Score -2650772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2650789.500000 Penalty: 11655.004883
	Iteration 37Q: 3 clusters Score -2650790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2650806.250000 Penalty: 11655.004883
	Iteration 38Q: 3 clusters Score -2650806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2650830.500000 Penalty: 11655.004883
	Iteration 39Q: 3 clusters Score -2650830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2650849.000000 Penalty: 11655.004883
	Iteration 40F: 3 clusters Score -2650849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2650868.000000 Penalty: 11655.004883
	Iteration 41Q: 3 clusters Score -2650868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2650880.000000 Penalty: 11655.004883
	Iteration 42Q: 3 clusters Score -2650880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2650894.250000 Penalty: 11655.004883
	Iteration 43Q: 3 clusters Score -2650894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2650900.000000 Penalty: 11655.004883
	Iteration 44Q: 3 clusters Score -2650900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2650900.250000 Penalty: 11655.004883
	Iteration 45Q: 3 clusters Score -2650900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2650908.750000 Penalty: 11655.004883
	Iteration 46Q: 3 clusters Score -2650909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2650912.500000 Penalty: 11655.004883
	Iteration 47Q: 3 clusters Score -2650912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2650930.750000 Penalty: 11655.004883
	Iteration 48Q: 3 clusters Score -2650931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2650944.750000 Penalty: 11655.004883
	Iteration 49Q: 3 clusters Score -2650945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2650964.500000 Penalty: 11655.004883
	Iteration 50Q: 3 clusters Score -2650964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2650972.000000 Penalty: 11655.004883
	Iteration 51Q: 3 clusters Score -2650972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2650974.000000 Penalty: 11655.004883
	Iteration 52Q: 3 clusters Score -2650974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2650981.500000 Penalty: 11655.004883
	Iteration 53Q: 3 clusters Score -2650982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2650987.000000 Penalty: 11655.004883
	Iteration 54Q: 3 clusters Score -2650987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2650986.000000 Penalty: 11655.004883
	Iteration 55Q: 3 clusters Score -2650986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2650997.750000 Penalty: 11655.004883
	Iteration 56Q: 3 clusters Score -2650998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2651002.250000 Penalty: 11655.004883
	Iteration 57Q: 3 clusters Score -2651002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2651008.500000 Penalty: 11655.004883
	Iteration 58Q: 3 clusters Score -2651008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2651019.500000 Penalty: 11655.004883
	Iteration 59Q: 3 clusters Score -2651020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2651025.500000 Penalty: 11655.004883
	Iteration 60F: 3 clusters Score -2651026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2651030.000000 Penalty: 11655.004883
	Iteration 61Q: 3 clusters Score -2651030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2651040.250000 Penalty: 11655.004883
	Iteration 62Q: 3 clusters Score -2651040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2651046.750000 Penalty: 11655.004883
	Iteration 63Q: 3 clusters Score -2651047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2651052.000000 Penalty: 11655.004883
	Iteration 64Q: 3 clusters Score -2651052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2651054.750000 Penalty: 11655.004883
	Iteration 65Q: 3 clusters Score -2651055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2651049.500000 Penalty: 11655.004883
	Iteration 66Q: 3 clusters Score -2651050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2651064.500000 Penalty: 11655.004883
	Iteration 67Q: 3 clusters Score -2651064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2651057.500000 Penalty: 11655.004883
	Iteration 68Q: 3 clusters Score -2651058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2651067.000000 Penalty: 11655.004883
	Iteration 69Q: 3 clusters Score -2651067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2651072.500000 Penalty: 11655.004883
	Iteration 70Q: 3 clusters Score -2651072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2651067.000000 Penalty: 11655.004883
	Iteration 71Q: 3 clusters Score -2651067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2651073.500000 Penalty: 11655.004883
	Iteration 72Q: 3 clusters Score -2651074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2651076.000000 Penalty: 11655.004883
	Iteration 73Q: 3 clusters Score -2651076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2651078.250000 Penalty: 11655.004883
	Iteration 74Q: 3 clusters Score -2651078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2651073.250000 Penalty: 11655.004883
	Iteration 75Q: 3 clusters Score -2651073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2651073.250000 Penalty: 11655.004883
	Iteration 76F: 3 clusters Score -2651073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (87860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Entering Unmasked Estep 
Score: -18065042.000000 Penalty: 6972.394043
	Iteration 0F: 2 clusters Score -1.806504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -18004614.000000 Penalty: 13944.788086
	Iteration 0F: 3 clusters Score -1.800461e+07 nChanged 39922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -18026656.000000 Penalty: 13944.788086
	Iteration 1F: 3 clusters Score -1.802666e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -18027814.000000 Penalty: 13944.788086
	Iteration 2Q: 3 clusters Score -1.802781e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -18028816.000000 Penalty: 13944.788086
	Iteration 3Q: 3 clusters Score -1.802882e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -18029618.000000 Penalty: 13944.788086
	Iteration 4Q: 3 clusters Score -1.802962e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -18030462.000000 Penalty: 13944.788086
	Iteration 5Q: 3 clusters Score -1.803046e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -18031490.000000 Penalty: 13944.788086
	Iteration 6Q: 3 clusters Score -1.803149e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -18032594.000000 Penalty: 13944.788086
	Iteration 7Q: 3 clusters Score -1.803259e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -18034390.000000 Penalty: 13944.788086
	Iteration 8Q: 3 clusters Score -1.803439e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -18036860.000000 Penalty: 13944.788086
	Iteration 9F: 3 clusters Score -1.803686e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -18040334.000000 Penalty: 13944.788086
	Iteration 10F: 3 clusters Score -1.804033e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71573 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -18044858.000000 Penalty: 13944.788086
	Iteration 11F: 3 clusters Score -1.804486e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -18049660.000000 Penalty: 13944.788086
	Iteration 12F: 3 clusters Score -1.804966e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -18053630.000000 Penalty: 13944.788086
	Iteration 13F: 3 clusters Score -1.805363e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -18056038.000000 Penalty: 13944.788086
	Iteration 14Q: 3 clusters Score -1.805604e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -18057426.000000 Penalty: 13944.788086
	Iteration 15Q: 3 clusters Score -1.805743e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -18058060.000000 Penalty: 13944.788086
	Iteration 16Q: 3 clusters Score -1.805806e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -18058346.000000 Penalty: 13944.788086
	Iteration 17Q: 3 clusters Score -1.805835e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -18058512.000000 Penalty: 13944.788086
	Iteration 18Q: 3 clusters Score -1.805851e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -18058612.000000 Penalty: 13944.788086
	Iteration 19Q: 3 clusters Score -1.805861e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18058668.000000 Penalty: 13944.788086
	Iteration 20F: 3 clusters Score -1.805867e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -18058704.000000 Penalty: 13944.788086
	Iteration 21Q: 3 clusters Score -1.80587e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -18058750.000000 Penalty: 13944.788086
	Iteration 22Q: 3 clusters Score -1.805875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -18058766.000000 Penalty: 13944.788086
	Iteration 23Q: 3 clusters Score -1.805877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -18058778.000000 Penalty: 13944.788086
	Iteration 24Q: 3 clusters Score -1.805878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -18058814.000000 Penalty: 13944.788086
	Iteration 25Q: 3 clusters Score -1.805881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18058816.000000 Penalty: 13944.788086
	Iteration 26Q: 3 clusters Score -1.805882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -18058826.000000 Penalty: 13944.788086
	Iteration 27Q: 3 clusters Score -1.805883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -18058826.000000 Penalty: 13944.788086
	Iteration 28Q: 3 clusters Score -1.805883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -18058824.000000 Penalty: 13944.788086
	Iteration 29Q: 3 clusters Score -1.805882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18058834.000000 Penalty: 13944.788086
	Iteration 30Q: 3 clusters Score -1.805883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -18058844.000000 Penalty: 13944.788086
	Iteration 31Q: 3 clusters Score -1.805884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -18058852.000000 Penalty: 13944.788086
	Iteration 32Q: 3 clusters Score -1.805885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18058846.000000 Penalty: 13944.788086
	Iteration 33Q: 3 clusters Score -1.805885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -18058852.000000 Penalty: 13944.788086
	Iteration 34Q: 3 clusters Score -1.805885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -18058856.000000 Penalty: 13944.788086
	Iteration 35Q: 3 clusters Score -1.805886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -18058856.000000 Penalty: 13944.788086
	Iteration 36F: 3 clusters Score -1.805886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -173773.375000 Penalty: 4156.864258
	Iteration 0F: 2 clusters Score -173773.4 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 445 members 
Entering Unmasked Estep 
Score: -169815.750000 Penalty: 8313.728516
	Iteration 0F: 3 clusters Score -169815.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -170111.984375 Penalty: 8313.728516
	Iteration 1F: 3 clusters Score -170112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -170178.390625 Penalty: 8313.728516
	Iteration 2Q: 3 clusters Score -170178.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -170227.328125 Penalty: 8313.728516
	Iteration 3Q: 3 clusters Score -170227.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -170243.218750 Penalty: 8313.728516
	Iteration 4Q: 3 clusters Score -170243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -170249.671875 Penalty: 8313.728516
	Iteration 5Q: 3 clusters Score -170249.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -170249.671875 Penalty: 8313.728516
	Iteration 6F: 3 clusters Score -170249.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Entering Unmasked Estep 
Score: -4110909.250000 Penalty: 6062.354492
	Iteration 0F: 2 clusters Score -4110909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -4094479.250000 Penalty: 12124.708984
	Iteration 0F: 3 clusters Score -4094479 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -4098962.000000 Penalty: 12124.708984
	Iteration 1F: 3 clusters Score -4098962 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4099761.250000 Penalty: 12124.708984
	Iteration 2F: 3 clusters Score -4099761 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -4100323.750000 Penalty: 12124.708984
	Iteration 3F: 3 clusters Score -4100324 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4100788.500000 Penalty: 12124.708984
	Iteration 4Q: 3 clusters Score -4100788 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4101235.000000 Penalty: 12124.708984
	Iteration 5Q: 3 clusters Score -4101235 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -4101641.500000 Penalty: 12124.708984
	Iteration 6Q: 3 clusters Score -4101642 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -4102025.250000 Penalty: 12124.708984
	Iteration 7Q: 3 clusters Score -4102025 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4102411.500000 Penalty: 12124.708984
	Iteration 8Q: 3 clusters Score -4102412 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4102763.750000 Penalty: 12124.708984
	Iteration 9Q: 3 clusters Score -4102764 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -4103079.750000 Penalty: 12124.708984
	Iteration 10Q: 3 clusters Score -4103080 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -4103402.250000 Penalty: 12124.708984
	Iteration 11Q: 3 clusters Score -4103402 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -4103719.500000 Penalty: 12124.708984
	Iteration 12Q: 3 clusters Score -4103720 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4103985.250000 Penalty: 12124.708984
	Iteration 13Q: 3 clusters Score -4103985 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -4104221.500000 Penalty: 12124.708984
	Iteration 14Q: 3 clusters Score -4104222 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4104418.250000 Penalty: 12124.708984
	Iteration 15Q: 3 clusters Score -4104418 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4104563.500000 Penalty: 12124.708984
	Iteration 16Q: 3 clusters Score -4104564 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -4104667.250000 Penalty: 12124.708984
	Iteration 17Q: 3 clusters Score -4104667 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -4104762.750000 Penalty: 12124.708984
	Iteration 18Q: 3 clusters Score -4104763 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4104845.000000 Penalty: 12124.708984
	Iteration 19Q: 3 clusters Score -4104845 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -4104911.250000 Penalty: 12124.708984
	Iteration 20F: 3 clusters Score -4104911 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -4104982.500000 Penalty: 12124.708984
	Iteration 21Q: 3 clusters Score -4104982 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4105063.750000 Penalty: 12124.708984
	Iteration 22Q: 3 clusters Score -4105064 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4105137.750000 Penalty: 12124.708984
	Iteration 23Q: 3 clusters Score -4105138 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4105209.000000 Penalty: 12124.708984
	Iteration 24Q: 3 clusters Score -4105209 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4105303.250000 Penalty: 12124.708984
	Iteration 25Q: 3 clusters Score -4105303 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4105392.250000 Penalty: 12124.708984
	Iteration 26Q: 3 clusters Score -4105392 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -4105481.750000 Penalty: 12124.708984
	Iteration 27Q: 3 clusters Score -4105482 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4105620.500000 Penalty: 12124.708984
	Iteration 28Q: 3 clusters Score -4105620 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4105728.000000 Penalty: 12124.708984
	Iteration 29Q: 3 clusters Score -4105728 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -4105873.000000 Penalty: 12124.708984
	Iteration 30Q: 3 clusters Score -4105873 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4106006.250000 Penalty: 12124.708984
	Iteration 31Q: 3 clusters Score -4106006 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -4106143.250000 Penalty: 12124.708984
	Iteration 32Q: 3 clusters Score -4106143 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4106276.500000 Penalty: 12124.708984
	Iteration 33Q: 3 clusters Score -4106276 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4106359.000000 Penalty: 12124.708984
	Iteration 34Q: 3 clusters Score -4106359 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4106442.000000 Penalty: 12124.708984
	Iteration 35Q: 3 clusters Score -4106442 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4106506.000000 Penalty: 12124.708984
	Iteration 36Q: 3 clusters Score -4106506 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -4106564.750000 Penalty: 12124.708984
	Iteration 37Q: 3 clusters Score -4106565 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4106611.000000 Penalty: 12124.708984
	Iteration 38Q: 3 clusters Score -4106611 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4106641.500000 Penalty: 12124.708984
	Iteration 39Q: 3 clusters Score -4106642 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -4106679.750000 Penalty: 12124.708984
	Iteration 40F: 3 clusters Score -4106680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -4106697.250000 Penalty: 12124.708984
	Iteration 41Q: 3 clusters Score -4106697 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -4106726.750000 Penalty: 12124.708984
	Iteration 42Q: 3 clusters Score -4106727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4106753.250000 Penalty: 12124.708984
	Iteration 43Q: 3 clusters Score -4106753 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -4106763.500000 Penalty: 12124.708984
	Iteration 44Q: 3 clusters Score -4106764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4106777.250000 Penalty: 12124.708984
	Iteration 45Q: 3 clusters Score -4106777 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -4106779.000000 Penalty: 12124.708984
	Iteration 46Q: 3 clusters Score -4106779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4106786.500000 Penalty: 12124.708984
	Iteration 47Q: 3 clusters Score -4106786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4106789.000000 Penalty: 12124.708984
	Iteration 48Q: 3 clusters Score -4106789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4106803.500000 Penalty: 12124.708984
	Iteration 49Q: 3 clusters Score -4106804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4106802.500000 Penalty: 12124.708984
	Iteration 50Q: 3 clusters Score -4106802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -4106808.750000 Penalty: 12124.708984
	Iteration 51Q: 3 clusters Score -4106809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -4106811.000000 Penalty: 12124.708984
	Iteration 52Q: 3 clusters Score -4106811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -4106816.250000 Penalty: 12124.708984
	Iteration 53Q: 3 clusters Score -4106816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -4106815.250000 Penalty: 12124.708984
	Iteration 54Q: 3 clusters Score -4106815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4106814.000000 Penalty: 12124.708984
	Iteration 55Q: 3 clusters Score -4106814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4106811.500000 Penalty: 12124.708984
	Iteration 56Q: 3 clusters Score -4106812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4106811.500000 Penalty: 12124.708984
	Iteration 57F: 3 clusters Score -4106812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Entering Unmasked Estep 
Score: -1149083.875000 Penalty: 5291.963867
	Iteration 0F: 2 clusters Score -1149084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1141580.625000 Penalty: 10583.927734
	Iteration 0F: 3 clusters Score -1141581 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1142818.500000 Penalty: 10583.927734
	Iteration 1F: 3 clusters Score -1142818 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1143138.750000 Penalty: 10583.927734
	Iteration 2F: 3 clusters Score -1143139 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1143321.250000 Penalty: 10583.927734
	Iteration 3Q: 3 clusters Score -1143321 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1143440.250000 Penalty: 10583.927734
	Iteration 4Q: 3 clusters Score -1143440 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1143525.125000 Penalty: 10583.927734
	Iteration 5Q: 3 clusters Score -1143525 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1143590.875000 Penalty: 10583.927734
	Iteration 6Q: 3 clusters Score -1143591 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1143656.250000 Penalty: 10583.927734
	Iteration 7Q: 3 clusters Score -1143656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1143705.125000 Penalty: 10583.927734
	Iteration 8Q: 3 clusters Score -1143705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1143751.250000 Penalty: 10583.927734
	Iteration 9Q: 3 clusters Score -1143751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1143783.125000 Penalty: 10583.927734
	Iteration 10Q: 3 clusters Score -1143783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1143822.125000 Penalty: 10583.927734
	Iteration 11Q: 3 clusters Score -1143822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1143853.625000 Penalty: 10583.927734
	Iteration 12Q: 3 clusters Score -1143854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1143876.875000 Penalty: 10583.927734
	Iteration 13Q: 3 clusters Score -1143877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1143894.000000 Penalty: 10583.927734
	Iteration 14Q: 3 clusters Score -1143894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1143917.000000 Penalty: 10583.927734
	Iteration 15Q: 3 clusters Score -1143917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1143932.250000 Penalty: 10583.927734
	Iteration 16Q: 3 clusters Score -1143932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1143943.000000 Penalty: 10583.927734
	Iteration 17Q: 3 clusters Score -1143943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1143952.000000 Penalty: 10583.927734
	Iteration 18Q: 3 clusters Score -1143952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1143968.750000 Penalty: 10583.927734
	Iteration 19Q: 3 clusters Score -1143969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1143985.000000 Penalty: 10583.927734
	Iteration 20F: 3 clusters Score -1143985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1144003.000000 Penalty: 10583.927734
	Iteration 21Q: 3 clusters Score -1144003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1144020.000000 Penalty: 10583.927734
	Iteration 22Q: 3 clusters Score -1144020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1144041.125000 Penalty: 10583.927734
	Iteration 23Q: 3 clusters Score -1144041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1144056.875000 Penalty: 10583.927734
	Iteration 24Q: 3 clusters Score -1144057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1144068.625000 Penalty: 10583.927734
	Iteration 25Q: 3 clusters Score -1144069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1144079.250000 Penalty: 10583.927734
	Iteration 26Q: 3 clusters Score -1144079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1144093.875000 Penalty: 10583.927734
	Iteration 27Q: 3 clusters Score -1144094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1144102.000000 Penalty: 10583.927734
	Iteration 28Q: 3 clusters Score -1144102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1144117.125000 Penalty: 10583.927734
	Iteration 29Q: 3 clusters Score -1144117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1144134.750000 Penalty: 10583.927734
	Iteration 30Q: 3 clusters Score -1144135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1144145.125000 Penalty: 10583.927734
	Iteration 31Q: 3 clusters Score -1144145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1144155.250000 Penalty: 10583.927734
	Iteration 32Q: 3 clusters Score -1144155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1144163.875000 Penalty: 10583.927734
	Iteration 33Q: 3 clusters Score -1144164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1144167.875000 Penalty: 10583.927734
	Iteration 34Q: 3 clusters Score -1144168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1144171.125000 Penalty: 10583.927734
	Iteration 35Q: 3 clusters Score -1144171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1144177.000000 Penalty: 10583.927734
	Iteration 36Q: 3 clusters Score -1144177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1144176.250000 Penalty: 10583.927734
	Iteration 37Q: 3 clusters Score -1144176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1144177.750000 Penalty: 10583.927734
	Iteration 38Q: 3 clusters Score -1144178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1144176.000000 Penalty: 10583.927734
	Iteration 39Q: 3 clusters Score -1144176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1144176.000000 Penalty: 10583.927734
	Iteration 40F: 3 clusters Score -1144176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Entering Unmasked Estep 
Score: -2619997.500000 Penalty: 5800.427734
	Iteration 0F: 2 clusters Score -2619998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2607879.250000 Penalty: 11600.855469
	Iteration 0F: 3 clusters Score -2607879 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2610591.250000 Penalty: 11600.855469
	Iteration 1F: 3 clusters Score -2610591 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2611038.750000 Penalty: 11600.855469
	Iteration 2F: 3 clusters Score -2611039 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2611346.250000 Penalty: 11600.855469
	Iteration 3Q: 3 clusters Score -2611346 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2611638.250000 Penalty: 11600.855469
	Iteration 4Q: 3 clusters Score -2611638 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2611963.750000 Penalty: 11600.855469
	Iteration 5Q: 3 clusters Score -2611964 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2612269.000000 Penalty: 11600.855469
	Iteration 6Q: 3 clusters Score -2612269 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2612533.250000 Penalty: 11600.855469
	Iteration 7Q: 3 clusters Score -2612533 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2612816.500000 Penalty: 11600.855469
	Iteration 8Q: 3 clusters Score -2612816 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2613115.750000 Penalty: 11600.855469
	Iteration 9Q: 3 clusters Score -2613116 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2613392.250000 Penalty: 11600.855469
	Iteration 10Q: 3 clusters Score -2613392 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2613686.000000 Penalty: 11600.855469
	Iteration 11Q: 3 clusters Score -2613686 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2614034.500000 Penalty: 11600.855469
	Iteration 12Q: 3 clusters Score -2614034 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2614416.250000 Penalty: 11600.855469
	Iteration 13Q: 3 clusters Score -2614416 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2614829.500000 Penalty: 11600.855469
	Iteration 14Q: 3 clusters Score -2614830 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2615220.750000 Penalty: 11600.855469
	Iteration 15Q: 3 clusters Score -2615221 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2615557.000000 Penalty: 11600.855469
	Iteration 16Q: 3 clusters Score -2615557 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2615845.000000 Penalty: 11600.855469
	Iteration 17Q: 3 clusters Score -2615845 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2616078.750000 Penalty: 11600.855469
	Iteration 18Q: 3 clusters Score -2616079 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2616250.000000 Penalty: 11600.855469
	Iteration 19Q: 3 clusters Score -2616250 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2616391.250000 Penalty: 11600.855469
	Iteration 20F: 3 clusters Score -2616391 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2616519.000000 Penalty: 11600.855469
	Iteration 21Q: 3 clusters Score -2616519 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2616612.250000 Penalty: 11600.855469
	Iteration 22Q: 3 clusters Score -2616612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2616666.500000 Penalty: 11600.855469
	Iteration 23Q: 3 clusters Score -2616666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2616718.000000 Penalty: 11600.855469
	Iteration 24Q: 3 clusters Score -2616718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2616747.000000 Penalty: 11600.855469
	Iteration 25Q: 3 clusters Score -2616747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2616768.000000 Penalty: 11600.855469
	Iteration 26Q: 3 clusters Score -2616768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2616786.000000 Penalty: 11600.855469
	Iteration 27Q: 3 clusters Score -2616786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2616796.500000 Penalty: 11600.855469
	Iteration 28Q: 3 clusters Score -2616796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2616796.250000 Penalty: 11600.855469
	Iteration 29Q: 3 clusters Score -2616796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2616803.750000 Penalty: 11600.855469
	Iteration 30Q: 3 clusters Score -2616804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2616810.000000 Penalty: 11600.855469
	Iteration 31Q: 3 clusters Score -2616810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2616824.500000 Penalty: 11600.855469
	Iteration 32Q: 3 clusters Score -2616824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2616832.250000 Penalty: 11600.855469
	Iteration 33Q: 3 clusters Score -2616832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2616836.000000 Penalty: 11600.855469
	Iteration 34Q: 3 clusters Score -2616836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2616836.000000 Penalty: 11600.855469
	Iteration 35Q: 3 clusters Score -2616836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2616839.000000 Penalty: 11600.855469
	Iteration 36Q: 3 clusters Score -2616839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2616837.250000 Penalty: 11600.855469
	Iteration 37Q: 3 clusters Score -2616837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2616837.750000 Penalty: 11600.855469
	Iteration 38Q: 3 clusters Score -2616838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2616839.750000 Penalty: 11600.855469
	Iteration 39Q: 3 clusters Score -2616840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2616839.500000 Penalty: 11600.855469
	Iteration 40F: 3 clusters Score -2616840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2616838.000000 Penalty: 11600.855469
	Iteration 41Q: 3 clusters Score -2616838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2616841.750000 Penalty: 11600.855469
	Iteration 42Q: 3 clusters Score -2616842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2616850.250000 Penalty: 11600.855469
	Iteration 43Q: 3 clusters Score -2616850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2616850.250000 Penalty: 11600.855469
	Iteration 44F: 3 clusters Score -2616850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Entering Unmasked Estep 
Score: -4582085.500000 Penalty: 6132.504395
	Iteration 0F: 2 clusters Score -4582086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -4564025.500000 Penalty: 12265.008789
	Iteration 0F: 3 clusters Score -4564026 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4568799.500000 Penalty: 12265.008789
	Iteration 1F: 3 clusters Score -4568800 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -4569435.000000 Penalty: 12265.008789
	Iteration 2F: 3 clusters Score -4569435 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -4569862.500000 Penalty: 12265.008789
	Iteration 3Q: 3 clusters Score -4569862 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4570170.000000 Penalty: 12265.008789
	Iteration 4Q: 3 clusters Score -4570170 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -4570457.500000 Penalty: 12265.008789
	Iteration 5Q: 3 clusters Score -4570458 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4570678.500000 Penalty: 12265.008789
	Iteration 6Q: 3 clusters Score -4570678 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4570864.500000 Penalty: 12265.008789
	Iteration 7Q: 3 clusters Score -4570864 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4571051.000000 Penalty: 12265.008789
	Iteration 8Q: 3 clusters Score -4571051 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -4571220.000000 Penalty: 12265.008789
	Iteration 9Q: 3 clusters Score -4571220 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4571385.500000 Penalty: 12265.008789
	Iteration 10Q: 3 clusters Score -4571386 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -4571578.000000 Penalty: 12265.008789
	Iteration 11Q: 3 clusters Score -4571578 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -4571792.000000 Penalty: 12265.008789
	Iteration 12Q: 3 clusters Score -4571792 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -4572019.000000 Penalty: 12265.008789
	Iteration 13Q: 3 clusters Score -4572019 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4572317.500000 Penalty: 12265.008789
	Iteration 14Q: 3 clusters Score -4572318 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4572700.000000 Penalty: 12265.008789
	Iteration 15Q: 3 clusters Score -4572700 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -4573151.500000 Penalty: 12265.008789
	Iteration 16Q: 3 clusters Score -4573152 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4573695.500000 Penalty: 12265.008789
	Iteration 17Q: 3 clusters Score -4573696 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4574284.500000 Penalty: 12265.008789
	Iteration 18Q: 3 clusters Score -4574284 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -4574830.500000 Penalty: 12265.008789
	Iteration 19Q: 3 clusters Score -4574830 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4575321.000000 Penalty: 12265.008789
	Iteration 20F: 3 clusters Score -4575321 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4575755.500000 Penalty: 12265.008789
	Iteration 21Q: 3 clusters Score -4575756 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4576130.000000 Penalty: 12265.008789
	Iteration 22Q: 3 clusters Score -4576130 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4576407.500000 Penalty: 12265.008789
	Iteration 23Q: 3 clusters Score -4576408 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4576602.000000 Penalty: 12265.008789
	Iteration 24Q: 3 clusters Score -4576602 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4576750.500000 Penalty: 12265.008789
	Iteration 25Q: 3 clusters Score -4576750 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4576868.000000 Penalty: 12265.008789
	Iteration 26Q: 3 clusters Score -4576868 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4576954.000000 Penalty: 12265.008789
	Iteration 27Q: 3 clusters Score -4576954 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4577031.500000 Penalty: 12265.008789
	Iteration 28Q: 3 clusters Score -4577032 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4577097.500000 Penalty: 12265.008789
	Iteration 29Q: 3 clusters Score -4577098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4577152.500000 Penalty: 12265.008789
	Iteration 30Q: 3 clusters Score -4577152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -4577206.500000 Penalty: 12265.008789
	Iteration 31Q: 3 clusters Score -4577206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4577228.000000 Penalty: 12265.008789
	Iteration 32Q: 3 clusters Score -4577228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -4577252.000000 Penalty: 12265.008789
	Iteration 33Q: 3 clusters Score -4577252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4577273.000000 Penalty: 12265.008789
	Iteration 34Q: 3 clusters Score -4577273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -4577293.000000 Penalty: 12265.008789
	Iteration 35Q: 3 clusters Score -4577293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -4577313.000000 Penalty: 12265.008789
	Iteration 36Q: 3 clusters Score -4577313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -4577327.000000 Penalty: 12265.008789
	Iteration 37Q: 3 clusters Score -4577327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4577330.000000 Penalty: 12265.008789
	Iteration 38Q: 3 clusters Score -4577330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4577333.000000 Penalty: 12265.008789
	Iteration 39Q: 3 clusters Score -4577333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -4577347.500000 Penalty: 12265.008789
	Iteration 40F: 3 clusters Score -4577348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4577349.000000 Penalty: 12265.008789
	Iteration 41Q: 3 clusters Score -4577349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4577357.000000 Penalty: 12265.008789
	Iteration 42Q: 3 clusters Score -4577357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -4577366.000000 Penalty: 12265.008789
	Iteration 43Q: 3 clusters Score -4577366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4577348.000000 Penalty: 12265.008789
	Iteration 44Q: 3 clusters Score -4577348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4577341.000000 Penalty: 12265.008789
	Iteration 45Q: 3 clusters Score -4577341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4577355.000000 Penalty: 12265.008789
	Iteration 46Q: 3 clusters Score -4577355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -4577364.500000 Penalty: 12265.008789
	Iteration 47Q: 3 clusters Score -4577364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4577371.000000 Penalty: 12265.008789
	Iteration 48Q: 3 clusters Score -4577371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4577371.500000 Penalty: 12265.008789
	Iteration 49Q: 3 clusters Score -4577372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4577373.500000 Penalty: 12265.008789
	Iteration 50Q: 3 clusters Score -4577374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4577369.500000 Penalty: 12265.008789
	Iteration 51Q: 3 clusters Score -4577370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -4577380.500000 Penalty: 12265.008789
	Iteration 52Q: 3 clusters Score -4577380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4577381.500000 Penalty: 12265.008789
	Iteration 53Q: 3 clusters Score -4577382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -4577373.000000 Penalty: 12265.008789
	Iteration 54Q: 3 clusters Score -4577373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -4577374.000000 Penalty: 12265.008789
	Iteration 55Q: 3 clusters Score -4577374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4577388.500000 Penalty: 12265.008789
	Iteration 56Q: 3 clusters Score -4577388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -4577387.500000 Penalty: 12265.008789
	Iteration 57Q: 3 clusters Score -4577388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4577387.500000 Penalty: 12265.008789
	Iteration 58Q: 3 clusters Score -4577388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4577388.500000 Penalty: 12265.008789
	Iteration 59Q: 3 clusters Score -4577388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4577384.500000 Penalty: 12265.008789
	Iteration 60F: 3 clusters Score -4577384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Entering Unmasked Estep 
Score: -4677321.000000 Penalty: 6137.265625
	Iteration 0F: 2 clusters Score -4677321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4659221.000000 Penalty: 12274.531250
	Iteration 0F: 3 clusters Score -4659221 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -4664028.000000 Penalty: 12274.531250
	Iteration 1F: 3 clusters Score -4664028 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -4664687.000000 Penalty: 12274.531250
	Iteration 2F: 3 clusters Score -4664687 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4665137.500000 Penalty: 12274.531250
	Iteration 3Q: 3 clusters Score -4665138 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4665432.500000 Penalty: 12274.531250
	Iteration 4Q: 3 clusters Score -4665432 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -4665700.500000 Penalty: 12274.531250
	Iteration 5Q: 3 clusters Score -4665700 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -4665867.500000 Penalty: 12274.531250
	Iteration 6Q: 3 clusters Score -4665868 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -4666044.500000 Penalty: 12274.531250
	Iteration 7Q: 3 clusters Score -4666044 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -4666154.000000 Penalty: 12274.531250
	Iteration 8Q: 3 clusters Score -4666154 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -4666261.000000 Penalty: 12274.531250
	Iteration 9Q: 3 clusters Score -4666261 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -4666351.000000 Penalty: 12274.531250
	Iteration 10Q: 3 clusters Score -4666351 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -4666471.500000 Penalty: 12274.531250
	Iteration 11Q: 3 clusters Score -4666472 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4666576.000000 Penalty: 12274.531250
	Iteration 12Q: 3 clusters Score -4666576 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4666681.500000 Penalty: 12274.531250
	Iteration 13Q: 3 clusters Score -4666682 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4666765.500000 Penalty: 12274.531250
	Iteration 14Q: 3 clusters Score -4666766 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -4666866.000000 Penalty: 12274.531250
	Iteration 15Q: 3 clusters Score -4666866 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -4666969.000000 Penalty: 12274.531250
	Iteration 16Q: 3 clusters Score -4666969 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4667055.500000 Penalty: 12274.531250
	Iteration 17Q: 3 clusters Score -4667056 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4667131.000000 Penalty: 12274.531250
	Iteration 18Q: 3 clusters Score -4667131 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -4667233.500000 Penalty: 12274.531250
	Iteration 19Q: 3 clusters Score -4667234 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4667297.000000 Penalty: 12274.531250
	Iteration 20F: 3 clusters Score -4667297 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4667407.500000 Penalty: 12274.531250
	Iteration 21Q: 3 clusters Score -4667408 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -4667488.000000 Penalty: 12274.531250
	Iteration 22Q: 3 clusters Score -4667488 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4667580.500000 Penalty: 12274.531250
	Iteration 23Q: 3 clusters Score -4667580 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -4667660.000000 Penalty: 12274.531250
	Iteration 24Q: 3 clusters Score -4667660 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4667757.500000 Penalty: 12274.531250
	Iteration 25Q: 3 clusters Score -4667758 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4667827.000000 Penalty: 12274.531250
	Iteration 26Q: 3 clusters Score -4667827 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -4667922.500000 Penalty: 12274.531250
	Iteration 27Q: 3 clusters Score -4667922 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -4668000.000000 Penalty: 12274.531250
	Iteration 28Q: 3 clusters Score -4668000 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -4668099.000000 Penalty: 12274.531250
	Iteration 29Q: 3 clusters Score -4668099 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -4668226.000000 Penalty: 12274.531250
	Iteration 30Q: 3 clusters Score -4668226 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -4668370.000000 Penalty: 12274.531250
	Iteration 31Q: 3 clusters Score -4668370 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4668510.500000 Penalty: 12274.531250
	Iteration 32Q: 3 clusters Score -4668510 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -4668688.000000 Penalty: 12274.531250
	Iteration 33Q: 3 clusters Score -4668688 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -4668869.500000 Penalty: 12274.531250
	Iteration 34Q: 3 clusters Score -4668870 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -4669093.000000 Penalty: 12274.531250
	Iteration 35Q: 3 clusters Score -4669093 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -4669345.000000 Penalty: 12274.531250
	Iteration 36Q: 3 clusters Score -4669345 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -4669629.500000 Penalty: 12274.531250
	Iteration 37Q: 3 clusters Score -4669630 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4669914.000000 Penalty: 12274.531250
	Iteration 38Q: 3 clusters Score -4669914 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4670179.000000 Penalty: 12274.531250
	Iteration 39Q: 3 clusters Score -4670179 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4670478.500000 Penalty: 12274.531250
	Iteration 40F: 3 clusters Score -4670478 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4670713.000000 Penalty: 12274.531250
	Iteration 41Q: 3 clusters Score -4670713 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4670938.500000 Penalty: 12274.531250
	Iteration 42Q: 3 clusters Score -4670938 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -4671130.000000 Penalty: 12274.531250
	Iteration 43Q: 3 clusters Score -4671130 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4671339.000000 Penalty: 12274.531250
	Iteration 44Q: 3 clusters Score -4671339 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4671470.000000 Penalty: 12274.531250
	Iteration 45Q: 3 clusters Score -4671470 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4671553.500000 Penalty: 12274.531250
	Iteration 46Q: 3 clusters Score -4671554 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4671623.500000 Penalty: 12274.531250
	Iteration 47Q: 3 clusters Score -4671624 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4671674.500000 Penalty: 12274.531250
	Iteration 48Q: 3 clusters Score -4671674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4671743.000000 Penalty: 12274.531250
	Iteration 49Q: 3 clusters Score -4671743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4671796.500000 Penalty: 12274.531250
	Iteration 50Q: 3 clusters Score -4671796 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4671860.000000 Penalty: 12274.531250
	Iteration 51Q: 3 clusters Score -4671860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4671913.500000 Penalty: 12274.531250
	Iteration 52Q: 3 clusters Score -4671914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4671953.000000 Penalty: 12274.531250
	Iteration 53Q: 3 clusters Score -4671953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4671964.000000 Penalty: 12274.531250
	Iteration 54Q: 3 clusters Score -4671964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4672007.000000 Penalty: 12274.531250
	Iteration 55Q: 3 clusters Score -4672007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4672023.000000 Penalty: 12274.531250
	Iteration 56Q: 3 clusters Score -4672023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4672065.500000 Penalty: 12274.531250
	Iteration 57Q: 3 clusters Score -4672066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4672086.500000 Penalty: 12274.531250
	Iteration 58Q: 3 clusters Score -4672086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4672098.500000 Penalty: 12274.531250
	Iteration 59Q: 3 clusters Score -4672098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4672096.500000 Penalty: 12274.531250
	Iteration 60F: 3 clusters Score -4672096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4672108.500000 Penalty: 12274.531250
	Iteration 61Q: 3 clusters Score -4672108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4672109.000000 Penalty: 12274.531250
	Iteration 62Q: 3 clusters Score -4672109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4672124.500000 Penalty: 12274.531250
	Iteration 63Q: 3 clusters Score -4672124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4672145.000000 Penalty: 12274.531250
	Iteration 64Q: 3 clusters Score -4672145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4672158.500000 Penalty: 12274.531250
	Iteration 65Q: 3 clusters Score -4672158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4672169.000000 Penalty: 12274.531250
	Iteration 66Q: 3 clusters Score -4672169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4672189.000000 Penalty: 12274.531250
	Iteration 67Q: 3 clusters Score -4672189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4672196.500000 Penalty: 12274.531250
	Iteration 68Q: 3 clusters Score -4672196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4672201.500000 Penalty: 12274.531250
	Iteration 69Q: 3 clusters Score -4672202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4672214.500000 Penalty: 12274.531250
	Iteration 70Q: 3 clusters Score -4672214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4672219.000000 Penalty: 12274.531250
	Iteration 71Q: 3 clusters Score -4672219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4672228.500000 Penalty: 12274.531250
	Iteration 72Q: 3 clusters Score -4672228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4672222.500000 Penalty: 12274.531250
	Iteration 73Q: 3 clusters Score -4672222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4672221.500000 Penalty: 12274.531250
	Iteration 74Q: 3 clusters Score -4672222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4672238.000000 Penalty: 12274.531250
	Iteration 75Q: 3 clusters Score -4672238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4672231.500000 Penalty: 12274.531250
	Iteration 76Q: 3 clusters Score -4672232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4672226.500000 Penalty: 12274.531250
	Iteration 77Q: 3 clusters Score -4672226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4672230.000000 Penalty: 12274.531250
	Iteration 78Q: 3 clusters Score -4672230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4672233.000000 Penalty: 12274.531250
	Iteration 79Q: 3 clusters Score -4672233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4672242.000000 Penalty: 12274.531250
	Iteration 80F: 3 clusters Score -4672242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4672241.000000 Penalty: 12274.531250
	Iteration 81Q: 3 clusters Score -4672241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4672245.000000 Penalty: 12274.531250
	Iteration 82Q: 3 clusters Score -4672245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4672245.500000 Penalty: 12274.531250
	Iteration 83Q: 3 clusters Score -4672246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4672243.000000 Penalty: 12274.531250
	Iteration 84Q: 3 clusters Score -4672243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4672248.000000 Penalty: 12274.531250
	Iteration 85Q: 3 clusters Score -4672248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4672247.500000 Penalty: 12274.531250
	Iteration 86Q: 3 clusters Score -4672248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4672245.500000 Penalty: 12274.531250
	Iteration 87Q: 3 clusters Score -4672246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4672245.500000 Penalty: 12274.531250
	Iteration 88F: 3 clusters Score -4672246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -265296.250000 Penalty: 4388.391113
	Iteration 0F: 2 clusters Score -265296.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -260866.875000 Penalty: 8776.782227
	Iteration 0F: 3 clusters Score -260866.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -261323.265625 Penalty: 8776.782227
	Iteration 1F: 3 clusters Score -261323.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -261441.046875 Penalty: 8776.782227
	Iteration 2Q: 3 clusters Score -261441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -261486.796875 Penalty: 8776.782227
	Iteration 3Q: 3 clusters Score -261486.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -261508.031250 Penalty: 8776.782227
	Iteration 4Q: 3 clusters Score -261508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -261518.656250 Penalty: 8776.782227
	Iteration 5Q: 3 clusters Score -261518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -261520.562500 Penalty: 8776.782227
	Iteration 6Q: 3 clusters Score -261520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -261520.562500 Penalty: 8776.782227
	Iteration 7F: 3 clusters Score -261520.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Entering Unmasked Estep 
Score: -8976531.000000 Penalty: 6538.371094
	Iteration 0F: 2 clusters Score -8976531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -8945297.000000 Penalty: 13076.742188
	Iteration 0F: 3 clusters Score -8945297 nChanged 18698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -8955235.000000 Penalty: 13076.742188
	Iteration 1F: 3 clusters Score -8955235 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -8956189.000000 Penalty: 13076.742188
	Iteration 2F: 3 clusters Score -8956189 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -8957161.000000 Penalty: 13076.742188
	Iteration 3F: 3 clusters Score -8957161 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -8958183.000000 Penalty: 13076.742188
	Iteration 4F: 3 clusters Score -8958183 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -8959384.000000 Penalty: 13076.742188
	Iteration 5F: 3 clusters Score -8959384 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -8960834.000000 Penalty: 13076.742188
	Iteration 6F: 3 clusters Score -8960834 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -8962376.000000 Penalty: 13076.742188
	Iteration 7F: 3 clusters Score -8962376 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -8963874.000000 Penalty: 13076.742188
	Iteration 8F: 3 clusters Score -8963874 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -8965168.000000 Penalty: 13076.742188
	Iteration 9Q: 3 clusters Score -8965168 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -8966466.000000 Penalty: 13076.742188
	Iteration 10Q: 3 clusters Score -8966466 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -8967479.000000 Penalty: 13076.742188
	Iteration 11Q: 3 clusters Score -8967479 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -8968345.000000 Penalty: 13076.742188
	Iteration 12Q: 3 clusters Score -8968345 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -8969020.000000 Penalty: 13076.742188
	Iteration 13Q: 3 clusters Score -8969020 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -8969535.000000 Penalty: 13076.742188
	Iteration 14Q: 3 clusters Score -8969535 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -8969881.000000 Penalty: 13076.742188
	Iteration 15Q: 3 clusters Score -8969881 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -8970166.000000 Penalty: 13076.742188
	Iteration 16Q: 3 clusters Score -8970166 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -8970311.000000 Penalty: 13076.742188
	Iteration 17Q: 3 clusters Score -8970311 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -8970425.000000 Penalty: 13076.742188
	Iteration 18Q: 3 clusters Score -8970425 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -8970536.000000 Penalty: 13076.742188
	Iteration 19Q: 3 clusters Score -8970536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -8970585.000000 Penalty: 13076.742188
	Iteration 20F: 3 clusters Score -8970585 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -8970629.000000 Penalty: 13076.742188
	Iteration 21Q: 3 clusters Score -8970629 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -8970683.000000 Penalty: 13076.742188
	Iteration 22Q: 3 clusters Score -8970683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -8970720.000000 Penalty: 13076.742188
	Iteration 23Q: 3 clusters Score -8970720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -8970733.000000 Penalty: 13076.742188
	Iteration 24Q: 3 clusters Score -8970733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -8970765.000000 Penalty: 13076.742188
	Iteration 25Q: 3 clusters Score -8970765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -8970782.000000 Penalty: 13076.742188
	Iteration 26Q: 3 clusters Score -8970782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -8970788.000000 Penalty: 13076.742188
	Iteration 27Q: 3 clusters Score -8970788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8970806.000000 Penalty: 13076.742188
	Iteration 28Q: 3 clusters Score -8970806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -8970823.000000 Penalty: 13076.742188
	Iteration 29Q: 3 clusters Score -8970823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -8970827.000000 Penalty: 13076.742188
	Iteration 30Q: 3 clusters Score -8970827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -8970811.000000 Penalty: 13076.742188
	Iteration 31Q: 3 clusters Score -8970811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -8970817.000000 Penalty: 13076.742188
	Iteration 32Q: 3 clusters Score -8970817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -8970820.000000 Penalty: 13076.742188
	Iteration 33Q: 3 clusters Score -8970820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -8970813.000000 Penalty: 13076.742188
	Iteration 34Q: 3 clusters Score -8970813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8970817.000000 Penalty: 13076.742188
	Iteration 35Q: 3 clusters Score -8970817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8970829.000000 Penalty: 13076.742188
	Iteration 36Q: 3 clusters Score -8970829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8970842.000000 Penalty: 13076.742188
	Iteration 37Q: 3 clusters Score -8970842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -8970843.000000 Penalty: 13076.742188
	Iteration 38Q: 3 clusters Score -8970843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -8970853.000000 Penalty: 13076.742188
	Iteration 39Q: 3 clusters Score -8970853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -8970850.000000 Penalty: 13076.742188
	Iteration 40F: 3 clusters Score -8970850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -8970858.000000 Penalty: 13076.742188
	Iteration 41Q: 3 clusters Score -8970858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -8970854.000000 Penalty: 13076.742188
	Iteration 42Q: 3 clusters Score -8970854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -8970863.000000 Penalty: 13076.742188
	Iteration 43Q: 3 clusters Score -8970863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8970868.000000 Penalty: 13076.742188
	Iteration 44Q: 3 clusters Score -8970868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -8970864.000000 Penalty: 13076.742188
	Iteration 45Q: 3 clusters Score -8970864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -8970857.000000 Penalty: 13076.742188
	Iteration 46Q: 3 clusters Score -8970857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -8970857.000000 Penalty: 13076.742188
	Iteration 47Q: 3 clusters Score -8970857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -8970862.000000 Penalty: 13076.742188
	Iteration 48Q: 3 clusters Score -8970862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -8970863.000000 Penalty: 13076.742188
	Iteration 49Q: 3 clusters Score -8970863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -8970873.000000 Penalty: 13076.742188
	Iteration 50Q: 3 clusters Score -8970873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -8970873.000000 Penalty: 13076.742188
	Iteration 51F: 3 clusters Score -8970873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 16052 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 16091 members 
Mstep: Class 7 contains 78130 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8535 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25316 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13552 members 
Mstep: Class 16 contains 87860 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 22298 members 
Mstep: Class 22 contains 22472 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 43256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89435400.000000 Penalty: 199048.500000
Iteration 159Q: 26 clusters Score -8.94354e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 16390 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5916 members 
Mstep: Class 6 contains 16203 members 
Mstep: Class 7 contains 77421 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8551 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25145 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13696 members 
Mstep: Class 16 contains 88033 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 19991 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 22313 members 
Mstep: Class 22 contains 22305 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 44099 members 
Mstep: Class 25 contains 17357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89437776.000000 Penalty: 199048.500000
Iteration 160F: 26 clusters Score -8.943778e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 15653 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 16174 members 
Mstep: Class 7 contains 77104 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8586 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 25036 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13755 members 
Mstep: Class 16 contains 87908 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20028 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 22316 members 
Mstep: Class 22 contains 22257 members 
Mstep: Class 23 contains 1293 members 
Mstep: Class 24 contains 44075 members 
Mstep: Class 25 contains 18655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89439224.000000 Penalty: 199048.500000
Iteration 161Q: 26 clusters Score -8.943922e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 15156 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 16159 members 
Mstep: Class 7 contains 76996 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8595 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24967 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13825 members 
Mstep: Class 16 contains 87847 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20050 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 12951 members 
Mstep: Class 21 contains 22327 members 
Mstep: Class 22 contains 22221 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 44018 members 
Mstep: Class 25 contains 19394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89439552.000000 Penalty: 199048.500000
Iteration 162Q: 26 clusters Score -8.943955e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 14776 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5947 members 
Mstep: Class 6 contains 16140 members 
Mstep: Class 7 contains 76947 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8617 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24919 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13876 members 
Mstep: Class 16 contains 87829 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20065 members 
Mstep: Class 19 contains 5665 members 
Mstep: Class 20 contains 12943 members 
Mstep: Class 21 contains 22338 members 
Mstep: Class 22 contains 22212 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43943 members 
Mstep: Class 25 contains 19886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89439984.000000 Penalty: 199048.500000
Iteration 163Q: 26 clusters Score -8.943998e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 14474 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 16125 members 
Mstep: Class 7 contains 76952 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8625 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24886 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13923 members 
Mstep: Class 16 contains 87818 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20077 members 
Mstep: Class 19 contains 5667 members 
Mstep: Class 20 contains 12937 members 
Mstep: Class 21 contains 22348 members 
Mstep: Class 22 contains 22201 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43914 members 
Mstep: Class 25 contains 20207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440168.000000 Penalty: 199048.500000
Iteration 164Q: 26 clusters Score -8.944017e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 14201 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5949 members 
Mstep: Class 6 contains 16134 members 
Mstep: Class 7 contains 76949 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8629 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24855 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 13977 members 
Mstep: Class 16 contains 87818 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20076 members 
Mstep: Class 19 contains 5670 members 
Mstep: Class 20 contains 12934 members 
Mstep: Class 21 contains 22353 members 
Mstep: Class 22 contains 22192 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43882 members 
Mstep: Class 25 contains 20471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440016.000000 Penalty: 199048.500000
Iteration 165Q: 26 clusters Score -8.944002e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 14002 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5947 members 
Mstep: Class 6 contains 16121 members 
Mstep: Class 7 contains 76967 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8632 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24828 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14045 members 
Mstep: Class 16 contains 87797 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20087 members 
Mstep: Class 19 contains 5668 members 
Mstep: Class 20 contains 12931 members 
Mstep: Class 21 contains 22355 members 
Mstep: Class 22 contains 22175 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43840 members 
Mstep: Class 25 contains 20678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440264.000000 Penalty: 199048.500000
Iteration 166Q: 26 clusters Score -8.944026e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 16113 members 
Mstep: Class 7 contains 76980 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8637 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24814 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14099 members 
Mstep: Class 16 contains 87784 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20100 members 
Mstep: Class 19 contains 5674 members 
Mstep: Class 20 contains 12927 members 
Mstep: Class 21 contains 22369 members 
Mstep: Class 22 contains 22170 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43802 members 
Mstep: Class 25 contains 20836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440424.000000 Penalty: 199048.500000
Iteration 167Q: 26 clusters Score -8.944042e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5949 members 
Mstep: Class 6 contains 16109 members 
Mstep: Class 7 contains 76974 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8644 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24806 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14154 members 
Mstep: Class 16 contains 87769 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20109 members 
Mstep: Class 19 contains 5676 members 
Mstep: Class 20 contains 12924 members 
Mstep: Class 21 contains 22379 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43789 members 
Mstep: Class 25 contains 20960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440392.000000 Penalty: 199048.500000
Iteration 168Q: 26 clusters Score -8.944039e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 13506 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 16108 members 
Mstep: Class 7 contains 76981 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8657 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24793 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14195 members 
Mstep: Class 16 contains 87753 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20114 members 
Mstep: Class 19 contains 5677 members 
Mstep: Class 20 contains 12920 members 
Mstep: Class 21 contains 22394 members 
Mstep: Class 22 contains 22160 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43776 members 
Mstep: Class 25 contains 21055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440320.000000 Penalty: 199048.500000
Iteration 169Q: 26 clusters Score -8.944032e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 13358 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 16105 members 
Mstep: Class 7 contains 76977 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8666 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24783 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14249 members 
Mstep: Class 16 contains 87745 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20125 members 
Mstep: Class 19 contains 5677 members 
Mstep: Class 20 contains 12919 members 
Mstep: Class 21 contains 22402 members 
Mstep: Class 22 contains 22157 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43764 members 
Mstep: Class 25 contains 21160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440336.000000 Penalty: 199048.500000
Iteration 170Q: 26 clusters Score -8.944034e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 13243 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 16096 members 
Mstep: Class 7 contains 76979 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8673 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24773 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 87744 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20132 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 12916 members 
Mstep: Class 21 contains 22413 members 
Mstep: Class 22 contains 22159 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43757 members 
Mstep: Class 25 contains 21229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440320.000000 Penalty: 199048.500000
Iteration 171Q: 26 clusters Score -8.944032e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 16082 members 
Mstep: Class 7 contains 76979 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8677 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24762 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14336 members 
Mstep: Class 16 contains 87743 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20137 members 
Mstep: Class 19 contains 5681 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 22415 members 
Mstep: Class 22 contains 22157 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43740 members 
Mstep: Class 25 contains 21303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440520.000000 Penalty: 199048.500000
Iteration 172Q: 26 clusters Score -8.944052e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 16066 members 
Mstep: Class 7 contains 76989 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8680 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24757 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 87732 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 12910 members 
Mstep: Class 21 contains 22418 members 
Mstep: Class 22 contains 22160 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43729 members 
Mstep: Class 25 contains 21360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440384.000000 Penalty: 199048.500000
Iteration 173Q: 26 clusters Score -8.944038e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 13015 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 6 contains 16064 members 
Mstep: Class 7 contains 76975 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8684 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24756 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14395 members 
Mstep: Class 16 contains 87728 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20146 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 12906 members 
Mstep: Class 21 contains 22428 members 
Mstep: Class 22 contains 22162 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43718 members 
Mstep: Class 25 contains 21414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440456.000000 Penalty: 199048.500000
Iteration 174Q: 26 clusters Score -8.944046e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5949 members 
Mstep: Class 6 contains 16058 members 
Mstep: Class 7 contains 76977 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8688 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24755 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14408 members 
Mstep: Class 16 contains 87719 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20145 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 12904 members 
Mstep: Class 21 contains 22428 members 
Mstep: Class 22 contains 22164 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43710 members 
Mstep: Class 25 contains 21463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440472.000000 Penalty: 199048.500000
Iteration 175Q: 26 clusters Score -8.944047e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 12907 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5947 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 76970 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8696 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24756 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14431 members 
Mstep: Class 16 contains 87712 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20146 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 12901 members 
Mstep: Class 21 contains 22432 members 
Mstep: Class 22 contains 22165 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43709 members 
Mstep: Class 25 contains 21504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440432.000000 Penalty: 199048.500000
Iteration 176Q: 26 clusters Score -8.944043e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 16040 members 
Mstep: Class 7 contains 76962 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8700 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24755 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14442 members 
Mstep: Class 16 contains 87707 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20147 members 
Mstep: Class 19 contains 5690 members 
Mstep: Class 20 contains 12900 members 
Mstep: Class 21 contains 22433 members 
Mstep: Class 22 contains 22172 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43700 members 
Mstep: Class 25 contains 21552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440464.000000 Penalty: 199048.500000
Iteration 177Q: 26 clusters Score -8.944046e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 12805 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 16036 members 
Mstep: Class 7 contains 76964 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8704 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24756 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14467 members 
Mstep: Class 16 contains 87700 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20154 members 
Mstep: Class 19 contains 5692 members 
Mstep: Class 20 contains 12899 members 
Mstep: Class 21 contains 22428 members 
Mstep: Class 22 contains 22172 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43701 members 
Mstep: Class 25 contains 21583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440560.000000 Penalty: 199048.500000
Iteration 178Q: 26 clusters Score -8.944056e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 16023 members 
Mstep: Class 7 contains 76966 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8704 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24762 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14493 members 
Mstep: Class 16 contains 87700 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20156 members 
Mstep: Class 19 contains 5698 members 
Mstep: Class 20 contains 12897 members 
Mstep: Class 21 contains 22429 members 
Mstep: Class 22 contains 22171 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43695 members 
Mstep: Class 25 contains 21612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440568.000000 Penalty: 199048.500000
Iteration 179Q: 26 clusters Score -8.944057e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 12708 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 16017 members 
Mstep: Class 7 contains 76962 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8708 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24761 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14523 members 
Mstep: Class 16 contains 87700 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 5701 members 
Mstep: Class 20 contains 12895 members 
Mstep: Class 21 contains 22426 members 
Mstep: Class 22 contains 22171 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43693 members 
Mstep: Class 25 contains 21636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440520.000000 Penalty: 199048.500000
Iteration 180F: 26 clusters Score -8.944052e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 12659 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 16018 members 
Mstep: Class 7 contains 76953 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8714 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24757 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14555 members 
Mstep: Class 16 contains 87702 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20164 members 
Mstep: Class 19 contains 5703 members 
Mstep: Class 20 contains 12893 members 
Mstep: Class 21 contains 22427 members 
Mstep: Class 22 contains 22172 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43695 members 
Mstep: Class 25 contains 21657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440592.000000 Penalty: 199048.500000
Iteration 181Q: 26 clusters Score -8.944059e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 12611 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 16015 members 
Mstep: Class 7 contains 76944 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8722 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24756 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14576 members 
Mstep: Class 16 contains 87700 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20165 members 
Mstep: Class 19 contains 5706 members 
Mstep: Class 20 contains 12892 members 
Mstep: Class 21 contains 22429 members 
Mstep: Class 22 contains 22172 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43696 members 
Mstep: Class 25 contains 21689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440640.000000 Penalty: 199048.500000
Iteration 182Q: 26 clusters Score -8.944064e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 12576 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 6 contains 16004 members 
Mstep: Class 7 contains 76944 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8722 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24754 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14602 members 
Mstep: Class 16 contains 87696 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20169 members 
Mstep: Class 19 contains 5706 members 
Mstep: Class 20 contains 12892 members 
Mstep: Class 21 contains 22429 members 
Mstep: Class 22 contains 22170 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43691 members 
Mstep: Class 25 contains 21718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440648.000000 Penalty: 199048.500000
Iteration 183Q: 26 clusters Score -8.944065e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 6 contains 15989 members 
Mstep: Class 7 contains 76943 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8725 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24753 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14638 members 
Mstep: Class 16 contains 87693 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20170 members 
Mstep: Class 19 contains 5704 members 
Mstep: Class 20 contains 12892 members 
Mstep: Class 21 contains 22429 members 
Mstep: Class 22 contains 22169 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43693 members 
Mstep: Class 25 contains 21746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440760.000000 Penalty: 199048.500000
Iteration 184Q: 26 clusters Score -8.944076e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 12476 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 76940 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8729 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24753 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14659 members 
Mstep: Class 16 contains 87693 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20169 members 
Mstep: Class 19 contains 5706 members 
Mstep: Class 20 contains 12892 members 
Mstep: Class 21 contains 22431 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43696 members 
Mstep: Class 25 contains 21774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440632.000000 Penalty: 199048.500000
Iteration 185Q: 26 clusters Score -8.944063e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 12434 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 76939 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8730 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24750 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14675 members 
Mstep: Class 16 contains 87692 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20168 members 
Mstep: Class 19 contains 5707 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22432 members 
Mstep: Class 22 contains 22166 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43705 members 
Mstep: Class 25 contains 21794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440608.000000 Penalty: 199048.500000
Iteration 186Q: 26 clusters Score -8.944061e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 15986 members 
Mstep: Class 7 contains 76930 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8732 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24747 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14698 members 
Mstep: Class 16 contains 87693 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20171 members 
Mstep: Class 19 contains 5706 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22437 members 
Mstep: Class 22 contains 22168 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43703 members 
Mstep: Class 25 contains 21813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440592.000000 Penalty: 199048.500000
Iteration 187Q: 26 clusters Score -8.944059e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 12356 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 15986 members 
Mstep: Class 7 contains 76925 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8734 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24742 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14714 members 
Mstep: Class 16 contains 87693 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20173 members 
Mstep: Class 19 contains 5705 members 
Mstep: Class 20 contains 12892 members 
Mstep: Class 21 contains 22445 members 
Mstep: Class 22 contains 22170 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43709 members 
Mstep: Class 25 contains 21824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440688.000000 Penalty: 199048.500000
Iteration 188Q: 26 clusters Score -8.944069e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 12321 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5926 members 
Mstep: Class 6 contains 15986 members 
Mstep: Class 7 contains 76921 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8732 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24741 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14730 members 
Mstep: Class 16 contains 87696 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20173 members 
Mstep: Class 19 contains 5706 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22446 members 
Mstep: Class 22 contains 22173 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43717 members 
Mstep: Class 25 contains 21834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440624.000000 Penalty: 199048.500000
Iteration 189Q: 26 clusters Score -8.944062e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 12290 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5926 members 
Mstep: Class 6 contains 15980 members 
Mstep: Class 7 contains 76922 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8732 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24740 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14745 members 
Mstep: Class 16 contains 87698 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20173 members 
Mstep: Class 19 contains 5708 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22446 members 
Mstep: Class 22 contains 22171 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43719 members 
Mstep: Class 25 contains 21848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440648.000000 Penalty: 199048.500000
Iteration 190Q: 26 clusters Score -8.944065e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 12260 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 15974 members 
Mstep: Class 7 contains 76921 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8727 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24739 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14764 members 
Mstep: Class 16 contains 87700 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20173 members 
Mstep: Class 19 contains 5710 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22448 members 
Mstep: Class 22 contains 22170 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43723 members 
Mstep: Class 25 contains 21858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440808.000000 Penalty: 199048.500000
Iteration 191Q: 26 clusters Score -8.944081e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 15966 members 
Mstep: Class 7 contains 76920 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8725 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24739 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14783 members 
Mstep: Class 16 contains 87701 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20175 members 
Mstep: Class 19 contains 5712 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22448 members 
Mstep: Class 22 contains 22169 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43722 members 
Mstep: Class 25 contains 21875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440768.000000 Penalty: 199048.500000
Iteration 192Q: 26 clusters Score -8.944077e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 12183 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 76921 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8728 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24739 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14802 members 
Mstep: Class 16 contains 87702 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20179 members 
Mstep: Class 19 contains 5714 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22450 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43721 members 
Mstep: Class 25 contains 21896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440528.000000 Penalty: 199048.500000
Iteration 193Q: 26 clusters Score -8.944053e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 12147 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 15951 members 
Mstep: Class 7 contains 76923 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8729 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24740 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14827 members 
Mstep: Class 16 contains 87703 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20178 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 22162 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43723 members 
Mstep: Class 25 contains 21915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440592.000000 Penalty: 199048.500000
Iteration 194Q: 26 clusters Score -8.944059e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 12124 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5921 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 76923 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8731 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24738 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14858 members 
Mstep: Class 16 contains 87703 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22457 members 
Mstep: Class 22 contains 22160 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43722 members 
Mstep: Class 25 contains 21928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440432.000000 Penalty: 199048.500000
Iteration 195Q: 26 clusters Score -8.944043e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 12102 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5921 members 
Mstep: Class 6 contains 15919 members 
Mstep: Class 7 contains 76930 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8734 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24733 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14883 members 
Mstep: Class 16 contains 87698 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20181 members 
Mstep: Class 19 contains 5717 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22462 members 
Mstep: Class 22 contains 22159 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43721 members 
Mstep: Class 25 contains 21937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440320.000000 Penalty: 199048.500000
Iteration 196Q: 26 clusters Score -8.944032e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 12074 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 15913 members 
Mstep: Class 7 contains 76928 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8738 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24730 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14899 members 
Mstep: Class 16 contains 87696 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20185 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22465 members 
Mstep: Class 22 contains 22159 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43718 members 
Mstep: Class 25 contains 21954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440320.000000 Penalty: 199048.500000
Iteration 197Q: 26 clusters Score -8.944032e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 12053 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 15908 members 
Mstep: Class 7 contains 76929 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8740 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24730 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 87698 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20185 members 
Mstep: Class 19 contains 5717 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22158 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43711 members 
Mstep: Class 25 contains 21966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440384.000000 Penalty: 199048.500000
Iteration 198Q: 26 clusters Score -8.944038e+07 nChanged 81
Entering ConstructFrom: 
Score: -89440384.000000 Penalty: 199048.500000
Entering ConstructFrom: 
Trying to split cluster 1 (39178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Entering Unmasked Estep 
Score: -8106664.000000 Penalty: 6477.720703
	Iteration 0F: 2 clusters Score -8106664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -8077962.500000 Penalty: 12955.441406
	Iteration 0F: 3 clusters Score -8077962 nChanged 16831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -8086963.000000 Penalty: 12955.441406
	Iteration 1F: 3 clusters Score -8086963 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -8087825.000000 Penalty: 12955.441406
	Iteration 2F: 3 clusters Score -8087825 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -8088428.000000 Penalty: 12955.441406
	Iteration 3Q: 3 clusters Score -8088428 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -8088973.500000 Penalty: 12955.441406
	Iteration 4Q: 3 clusters Score -8088974 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -8089484.000000 Penalty: 12955.441406
	Iteration 5Q: 3 clusters Score -8089484 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -8089961.500000 Penalty: 12955.441406
	Iteration 6Q: 3 clusters Score -8089962 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -8090513.000000 Penalty: 12955.441406
	Iteration 7Q: 3 clusters Score -8090513 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -8091239.000000 Penalty: 12955.441406
	Iteration 8Q: 3 clusters Score -8091239 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -8092129.500000 Penalty: 12955.441406
	Iteration 9Q: 3 clusters Score -8092130 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -8093174.500000 Penalty: 12955.441406
	Iteration 10Q: 3 clusters Score -8093174 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -8094534.000000 Penalty: 12955.441406
	Iteration 11Q: 3 clusters Score -8094534 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -8095994.000000 Penalty: 12955.441406
	Iteration 12Q: 3 clusters Score -8095994 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -8097370.000000 Penalty: 12955.441406
	Iteration 13Q: 3 clusters Score -8097370 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -8098535.000000 Penalty: 12955.441406
	Iteration 14Q: 3 clusters Score -8098535 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -8099456.000000 Penalty: 12955.441406
	Iteration 15Q: 3 clusters Score -8099456 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -8100211.500000 Penalty: 12955.441406
	Iteration 16Q: 3 clusters Score -8100212 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -8100703.500000 Penalty: 12955.441406
	Iteration 17Q: 3 clusters Score -8100704 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -8101039.000000 Penalty: 12955.441406
	Iteration 18Q: 3 clusters Score -8101039 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -8101255.000000 Penalty: 12955.441406
	Iteration 19Q: 3 clusters Score -8101255 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -8101370.500000 Penalty: 12955.441406
	Iteration 20F: 3 clusters Score -8101370 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -8101452.000000 Penalty: 12955.441406
	Iteration 21Q: 3 clusters Score -8101452 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -8101517.500000 Penalty: 12955.441406
	Iteration 22Q: 3 clusters Score -8101518 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -8101595.500000 Penalty: 12955.441406
	Iteration 23Q: 3 clusters Score -8101596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -8101642.500000 Penalty: 12955.441406
	Iteration 24Q: 3 clusters Score -8101642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -8101668.500000 Penalty: 12955.441406
	Iteration 25Q: 3 clusters Score -8101668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -8101696.500000 Penalty: 12955.441406
	Iteration 26Q: 3 clusters Score -8101696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -8101717.000000 Penalty: 12955.441406
	Iteration 27Q: 3 clusters Score -8101717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -8101734.500000 Penalty: 12955.441406
	Iteration 28Q: 3 clusters Score -8101734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -8101750.000000 Penalty: 12955.441406
	Iteration 29Q: 3 clusters Score -8101750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -8101767.500000 Penalty: 12955.441406
	Iteration 30Q: 3 clusters Score -8101768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -8101778.000000 Penalty: 12955.441406
	Iteration 31Q: 3 clusters Score -8101778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -8101796.500000 Penalty: 12955.441406
	Iteration 32Q: 3 clusters Score -8101796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -8101796.000000 Penalty: 12955.441406
	Iteration 33Q: 3 clusters Score -8101796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -8101806.500000 Penalty: 12955.441406
	Iteration 34Q: 3 clusters Score -8101806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -8101806.000000 Penalty: 12955.441406
	Iteration 35Q: 3 clusters Score -8101806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -8101821.000000 Penalty: 12955.441406
	Iteration 36Q: 3 clusters Score -8101821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -8101828.500000 Penalty: 12955.441406
	Iteration 37Q: 3 clusters Score -8101828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -8101832.000000 Penalty: 12955.441406
	Iteration 38Q: 3 clusters Score -8101832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -8101833.000000 Penalty: 12955.441406
	Iteration 39Q: 3 clusters Score -8101833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -8101841.500000 Penalty: 12955.441406
	Iteration 40F: 3 clusters Score -8101842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -8101843.500000 Penalty: 12955.441406
	Iteration 41Q: 3 clusters Score -8101844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -8101840.500000 Penalty: 12955.441406
	Iteration 42Q: 3 clusters Score -8101840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -8101847.000000 Penalty: 12955.441406
	Iteration 43Q: 3 clusters Score -8101847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -8101856.000000 Penalty: 12955.441406
	Iteration 44Q: 3 clusters Score -8101856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -8101853.000000 Penalty: 12955.441406
	Iteration 45Q: 3 clusters Score -8101853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -8101852.500000 Penalty: 12955.441406
	Iteration 46Q: 3 clusters Score -8101852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -8101858.000000 Penalty: 12955.441406
	Iteration 47Q: 3 clusters Score -8101858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -8101864.500000 Penalty: 12955.441406
	Iteration 48Q: 3 clusters Score -8101864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -8101863.500000 Penalty: 12955.441406
	Iteration 49Q: 3 clusters Score -8101864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -8101863.000000 Penalty: 12955.441406
	Iteration 50Q: 3 clusters Score -8101863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -8101854.500000 Penalty: 12955.441406
	Iteration 51Q: 3 clusters Score -8101854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -8101854.000000 Penalty: 12955.441406
	Iteration 52Q: 3 clusters Score -8101854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -8101849.500000 Penalty: 12955.441406
	Iteration 53Q: 3 clusters Score -8101850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -8101853.000000 Penalty: 12955.441406
	Iteration 54Q: 3 clusters Score -8101853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -8101849.000000 Penalty: 12955.441406
	Iteration 55Q: 3 clusters Score -8101849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -8101849.000000 Penalty: 12955.441406
	Iteration 56F: 3 clusters Score -8101849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Entering Unmasked Estep 
Score: -2373835.500000 Penalty: 5754.891113
	Iteration 0F: 2 clusters Score -2373836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2362358.750000 Penalty: 11509.782227
	Iteration 0F: 3 clusters Score -2362359 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2364804.750000 Penalty: 11509.782227
	Iteration 1F: 3 clusters Score -2364805 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2365276.250000 Penalty: 11509.782227
	Iteration 2F: 3 clusters Score -2365276 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2365591.750000 Penalty: 11509.782227
	Iteration 3Q: 3 clusters Score -2365592 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2365798.000000 Penalty: 11509.782227
	Iteration 4Q: 3 clusters Score -2365798 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2365972.250000 Penalty: 11509.782227
	Iteration 5Q: 3 clusters Score -2365972 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2366114.250000 Penalty: 11509.782227
	Iteration 6Q: 3 clusters Score -2366114 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2366218.250000 Penalty: 11509.782227
	Iteration 7Q: 3 clusters Score -2366218 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2366294.250000 Penalty: 11509.782227
	Iteration 8Q: 3 clusters Score -2366294 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2366359.250000 Penalty: 11509.782227
	Iteration 9Q: 3 clusters Score -2366359 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2366441.000000 Penalty: 11509.782227
	Iteration 10Q: 3 clusters Score -2366441 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2366491.750000 Penalty: 11509.782227
	Iteration 11Q: 3 clusters Score -2366492 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2366550.000000 Penalty: 11509.782227
	Iteration 12Q: 3 clusters Score -2366550 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2366601.500000 Penalty: 11509.782227
	Iteration 13Q: 3 clusters Score -2366602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2366650.750000 Penalty: 11509.782227
	Iteration 14Q: 3 clusters Score -2366651 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2366696.000000 Penalty: 11509.782227
	Iteration 15Q: 3 clusters Score -2366696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2366739.750000 Penalty: 11509.782227
	Iteration 16Q: 3 clusters Score -2366740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2366782.250000 Penalty: 11509.782227
	Iteration 17Q: 3 clusters Score -2366782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2366823.500000 Penalty: 11509.782227
	Iteration 18Q: 3 clusters Score -2366824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2366863.250000 Penalty: 11509.782227
	Iteration 19Q: 3 clusters Score -2366863 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2366900.500000 Penalty: 11509.782227
	Iteration 20F: 3 clusters Score -2366900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2366933.750000 Penalty: 11509.782227
	Iteration 21Q: 3 clusters Score -2366934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2366964.250000 Penalty: 11509.782227
	Iteration 22Q: 3 clusters Score -2366964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2366995.500000 Penalty: 11509.782227
	Iteration 23Q: 3 clusters Score -2366996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2367013.500000 Penalty: 11509.782227
	Iteration 24Q: 3 clusters Score -2367014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2367047.500000 Penalty: 11509.782227
	Iteration 25Q: 3 clusters Score -2367048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2367058.750000 Penalty: 11509.782227
	Iteration 26Q: 3 clusters Score -2367059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2367080.750000 Penalty: 11509.782227
	Iteration 27Q: 3 clusters Score -2367081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2367112.500000 Penalty: 11509.782227
	Iteration 28Q: 3 clusters Score -2367112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2367136.750000 Penalty: 11509.782227
	Iteration 29Q: 3 clusters Score -2367137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2367149.000000 Penalty: 11509.782227
	Iteration 30Q: 3 clusters Score -2367149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2367163.750000 Penalty: 11509.782227
	Iteration 31Q: 3 clusters Score -2367164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2367185.250000 Penalty: 11509.782227
	Iteration 32Q: 3 clusters Score -2367185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2367204.750000 Penalty: 11509.782227
	Iteration 33Q: 3 clusters Score -2367205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2367220.750000 Penalty: 11509.782227
	Iteration 34Q: 3 clusters Score -2367221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2367237.500000 Penalty: 11509.782227
	Iteration 35Q: 3 clusters Score -2367238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2367249.500000 Penalty: 11509.782227
	Iteration 36Q: 3 clusters Score -2367250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2367261.500000 Penalty: 11509.782227
	Iteration 37Q: 3 clusters Score -2367262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2367278.250000 Penalty: 11509.782227
	Iteration 38Q: 3 clusters Score -2367278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2367296.000000 Penalty: 11509.782227
	Iteration 39Q: 3 clusters Score -2367296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2367319.000000 Penalty: 11509.782227
	Iteration 40F: 3 clusters Score -2367319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2367341.750000 Penalty: 11509.782227
	Iteration 41Q: 3 clusters Score -2367342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2367366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2367400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2367450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2367487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2367514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2367546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2367583 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2367625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2367660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2367691.000000 Penalty: 11509.782227
	Iteration 51Q: 3 clusters Score -2367691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2367715.750000 Penalty: 11509.782227
	Iteration 52Q: 3 clusters Score -2367716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2367760 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2367804.500000 Penalty: 11509.782227
	Iteration 54Q: 3 clusters Score -2367804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2367868.000000 Penalty: 11509.782227
	Iteration 55Q: 3 clusters Score -2367868 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2367921.250000 Penalty: 11509.782227
	Iteration 56Q: 3 clusters Score -2367921 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2367961 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2368012.750000 Penalty: 11509.782227
	Iteration 58Q: 3 clusters Score -2368013 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2368064.500000 Penalty: 11509.782227
	Iteration 59Q: 3 clusters Score -2368064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2368111.500000 Penalty: 11509.782227
	Iteration 60F: 3 clusters Score -2368112 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2368160.000000 Penalty: 11509.782227
	Iteration 61Q: 3 clusters Score -2368160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2368220.750000 Penalty: 11509.782227
	Iteration 62Q: 3 clusters Score -2368221 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2368270.750000 Penalty: 11509.782227
	Iteration 63Q: 3 clusters Score -2368271 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2368327.000000 Penalty: 11509.782227
	Iteration 64Q: 3 clusters Score -2368327 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2368364.750000 Penalty: 11509.782227
	Iteration 65Q: 3 clusters Score -2368365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2368407.250000 Penalty: 11509.782227
	Iteration 66Q: 3 clusters Score -2368407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2368445.500000 Penalty: 11509.782227
	Iteration 67Q: 3 clusters Score -2368446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2368481.000000 Penalty: 11509.782227
	Iteration 68Q: 3 clusters Score -2368481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2368503.250000 Penalty: 11509.782227
	Iteration 69Q: 3 clusters Score -2368503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2368528.750000 Penalty: 11509.782227
	Iteration 70Q: 3 clusters Score -2368529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2368550.750000 Penalty: 11509.782227
	Iteration 71Q: 3 clusters Score -2368551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2368576.750000 Penalty: 11509.782227
	Iteration 72Q: 3 clusters Score -2368577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2368603.500000 Penalty: 11509.782227
	Iteration 73Q: 3 clusters Score -2368604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2368622.000000 Penalty: 11509.782227
	Iteration 74Q: 3 clusters Score -2368622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2368642.500000 Penalty: 11509.782227
	Iteration 75Q: 3 clusters Score -2368642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2368651.750000 Penalty: 11509.782227
	Iteration 76Q: 3 clusters Score -2368652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2368656.250000 Penalty: 11509.782227
	Iteration 77Q: 3 clusters Score -2368656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2368678.250000 Penalty: 11509.782227
	Iteration 78Q: 3 clusters Score -2368678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2368694.750000 Penalty: 11509.782227
	Iteration 79Q: 3 clusters Score -2368695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2368705.500000 Penalty: 11509.782227
	Iteration 80F: 3 clusters Score -2368706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2368709.500000 Penalty: 11509.782227
	Iteration 81Q: 3 clusters Score -2368710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2368721.000000 Penalty: 11509.782227
	Iteration 82Q: 3 clusters Score -2368721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2368734.250000 Penalty: 11509.782227
	Iteration 83Q: 3 clusters Score -2368734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2368741.750000 Penalty: 11509.782227
	Iteration 84Q: 3 clusters Score -2368742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2368748.250000 Penalty: 11509.782227
	Iteration 85Q: 3 clusters Score -2368748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2368756.750000 Penalty: 11509.782227
	Iteration 86Q: 3 clusters Score -2368757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2368764.750000 Penalty: 11509.782227
	Iteration 87Q: 3 clusters Score -2368765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2368777.750000 Penalty: 11509.782227
	Iteration 88Q: 3 clusters Score -2368778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2368784.250000 Penalty: 11509.782227
	Iteration 89Q: 3 clusters Score -2368784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2368786.250000 Penalty: 11509.782227
	Iteration 90Q: 3 clusters Score -2368786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2368791.250000 Penalty: 11509.782227
	Iteration 91Q: 3 clusters Score -2368791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2368795.250000 Penalty: 11509.782227
	Iteration 92Q: 3 clusters Score -2368795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2368796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2368800.250000 Penalty: 11509.782227
	Iteration 94Q: 3 clusters Score -2368800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2368798.000000 Penalty: 11509.782227
	Iteration 95Q: 3 clusters Score -2368798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2368801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2368802.750000 Penalty: 11509.782227
	Iteration 97Q: 3 clusters Score -2368803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2368806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2368813.750000 Penalty: 11509.782227
	Iteration 99Q: 3 clusters Score -2368814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2368817.250000 Penalty: 11509.782227
	Iteration 100F: 3 clusters Score -2368817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2368822.250000 Penalty: 11509.782227
	Iteration 101Q: 3 clusters Score -2368822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2368820.500000 Penalty: 11509.782227
	Iteration 102Q: 3 clusters Score -2368820 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2368820 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2368822 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10413 members 
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Entering Unmasked Estep 
Score: -2368821.750000 Penalty: 11509.782227
	Iteration 105Q: 3 clusters Score -2368822 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2368822 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2368824.500000 Penalty: 11509.782227
	Iteration 107Q: 3 clusters Score -2368824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2368825.000000 Penalty: 11509.782227
	Iteration 108Q: 3 clusters Score -2368825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2368828.500000 Penalty: 11509.782227
	Iteration 109Q: 3 clusters Score -2368828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2368831.000000 Penalty: 11509.782227
	Iteration 110Q: 3 clusters Score -2368831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2368828.500000 Penalty: 11509.782227
	Iteration 111Q: 3 clusters Score -2368828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2368828.500000 Penalty: 11509.782227
	Iteration 112Q: 3 clusters Score -2368828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2368834.000000 Penalty: 11509.782227
	Iteration 113Q: 3 clusters Score -2368834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2368830.250000 Penalty: 11509.782227
	Iteration 114Q: 3 clusters Score -2368830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2368836.250000 Penalty: 11509.782227
	Iteration 115Q: 3 clusters Score -2368836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2368839.500000 Penalty: 11509.782227
	Iteration 116Q: 3 clusters Score -2368840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2368843.750000 Penalty: 11509.782227
	Iteration 117Q: 3 clusters Score -2368844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2368845.250000 Penalty: 11509.782227
	Iteration 118Q: 3 clusters Score -2368845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2368849.250000 Penalty: 11509.782227
	Iteration 119Q: 3 clusters Score -2368849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2368853.750000 Penalty: 11509.782227
	Iteration 120F: 3 clusters Score -2368854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2368852.500000 Penalty: 11509.782227
	Iteration 121Q: 3 clusters Score -2368852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2368857.500000 Penalty: 11509.782227
	Iteration 122Q: 3 clusters Score -2368858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2368859.500000 Penalty: 11509.782227
	Iteration 123Q: 3 clusters Score -2368860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2368858.000000 Penalty: 11509.782227
	Iteration 124Q: 3 clusters Score -2368858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2368861.500000 Penalty: 11509.782227
	Iteration 125Q: 3 clusters Score -2368862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2368863.500000 Penalty: 11509.782227
	Iteration 126Q: 3 clusters Score -2368864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2368868.750000 Penalty: 11509.782227
	Iteration 127Q: 3 clusters Score -2368869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2368868.500000 Penalty: 11509.782227
	Iteration 128Q: 3 clusters Score -2368868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2368868.750000 Penalty: 11509.782227
	Iteration 129Q: 3 clusters Score -2368869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2368868.750000 Penalty: 11509.782227
	Iteration 130F: 3 clusters Score -2368869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -104539.835938 Penalty: 3918.119385
	Iteration 0F: 2 clusters Score -104539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101198.968750 Penalty: 7836.238770
	Iteration 0F: 3 clusters Score -101199 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -101705.203125 Penalty: 7836.238770
	Iteration 1F: 3 clusters Score -101705.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -102193.804688 Penalty: 7836.238770
	Iteration 2F: 3 clusters Score -102193.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -102879.765625 Penalty: 7836.238770
	Iteration 3F: 3 clusters Score -102879.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -103330.929688 Penalty: 7836.238770
	Iteration 4F: 3 clusters Score -103330.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -103870.921875 Penalty: 7836.238770
	Iteration 5Q: 3 clusters Score -103870.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -104221.484375 Penalty: 7836.238770
	Iteration 6Q: 3 clusters Score -104221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -104274.015625 Penalty: 7836.238770
	Iteration 7Q: 3 clusters Score -104274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -104315.570312 Penalty: 7836.238770
	Iteration 8Q: 3 clusters Score -104315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -104321.976562 Penalty: 7836.238770
	Iteration 9Q: 3 clusters Score -104322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -104325.851562 Penalty: 7836.238770
	Iteration 10Q: 3 clusters Score -104325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -104325.851562 Penalty: 7836.238770
	Iteration 11F: 3 clusters Score -104325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -168911.531250 Penalty: 4200.227051
	Iteration 0F: 2 clusters Score -168911.5 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 477 members 
Entering Unmasked Estep 
Score: -165138.984375 Penalty: 8400.454102
	Iteration 0F: 3 clusters Score -165139 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -165751.312500 Penalty: 8400.454102
	Iteration 1F: 3 clusters Score -165751.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -166034.218750 Penalty: 8400.454102
	Iteration 2F: 3 clusters Score -166034.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -166363.093750 Penalty: 8400.454102
	Iteration 3F: 3 clusters Score -166363.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -166769.187500 Penalty: 8400.454102
	Iteration 4F: 3 clusters Score -166769.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -167185.906250 Penalty: 8400.454102
	Iteration 5Q: 3 clusters Score -167185.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -167411.531250 Penalty: 8400.454102
	Iteration 6Q: 3 clusters Score -167411.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -167486.765625 Penalty: 8400.454102
	Iteration 7Q: 3 clusters Score -167486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -167529.656250 Penalty: 8400.454102
	Iteration 8Q: 3 clusters Score -167529.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -167598.625000 Penalty: 8400.454102
	Iteration 9Q: 3 clusters Score -167598.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -167631.078125 Penalty: 8400.454102
	Iteration 10Q: 3 clusters Score -167631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -167655.375000 Penalty: 8400.454102
	Iteration 11Q: 3 clusters Score -167655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -167711.765625 Penalty: 8400.454102
	Iteration 12Q: 3 clusters Score -167711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -167752.859375 Penalty: 8400.454102
	Iteration 13Q: 3 clusters Score -167752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -167787.937500 Penalty: 8400.454102
	Iteration 14Q: 3 clusters Score -167787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -167805.781250 Penalty: 8400.454102
	Iteration 15Q: 3 clusters Score -167805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -167814.609375 Penalty: 8400.454102
	Iteration 16Q: 3 clusters Score -167814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -167816.718750 Penalty: 8400.454102
	Iteration 17Q: 3 clusters Score -167816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -167817.656250 Penalty: 8400.454102
	Iteration 18F: 3 clusters Score -167817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -167823.890625 Penalty: 8400.454102
	Iteration 19Q: 3 clusters Score -167823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -167829.968750 Penalty: 8400.454102
	Iteration 20F: 3 clusters Score -167830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -167840.000000 Penalty: 8400.454102
	Iteration 21Q: 3 clusters Score -167840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167902.453125 Penalty: 8400.454102
	Iteration 22Q: 3 clusters Score -167902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -167950.843750 Penalty: 8400.454102
	Iteration 23Q: 3 clusters Score -167950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -167987.140625 Penalty: 8400.454102
	Iteration 24Q: 3 clusters Score -167987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -168036.093750 Penalty: 8400.454102
	Iteration 25Q: 3 clusters Score -168036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -168057.734375 Penalty: 8400.454102
	Iteration 26Q: 3 clusters Score -168057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -168057.734375 Penalty: 8400.454102
	Iteration 27F: 3 clusters Score -168057.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -1224442.500000 Penalty: 5320.438477
	Iteration 0F: 2 clusters Score -1224442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1216791.875000 Penalty: 10640.876953
	Iteration 0F: 3 clusters Score -1216792 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1218093.500000 Penalty: 10640.876953
	Iteration 1F: 3 clusters Score -1218094 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1218383.875000 Penalty: 10640.876953
	Iteration 2F: 3 clusters Score -1218384 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1218534.250000 Penalty: 10640.876953
	Iteration 3Q: 3 clusters Score -1218534 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1218634.500000 Penalty: 10640.876953
	Iteration 4Q: 3 clusters Score -1218634 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1218699.375000 Penalty: 10640.876953
	Iteration 5Q: 3 clusters Score -1218699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1218749.875000 Penalty: 10640.876953
	Iteration 6Q: 3 clusters Score -1218750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1218797.250000 Penalty: 10640.876953
	Iteration 7Q: 3 clusters Score -1218797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1218831.125000 Penalty: 10640.876953
	Iteration 8Q: 3 clusters Score -1218831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1218866.375000 Penalty: 10640.876953
	Iteration 9Q: 3 clusters Score -1218866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1218891.750000 Penalty: 10640.876953
	Iteration 10Q: 3 clusters Score -1218892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1218910.250000 Penalty: 10640.876953
	Iteration 11Q: 3 clusters Score -1218910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1218924.750000 Penalty: 10640.876953
	Iteration 12Q: 3 clusters Score -1218925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1218941.375000 Penalty: 10640.876953
	Iteration 13Q: 3 clusters Score -1218941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1218952.500000 Penalty: 10640.876953
	Iteration 14Q: 3 clusters Score -1218952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1218960.375000 Penalty: 10640.876953
	Iteration 15Q: 3 clusters Score -1218960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1218966.375000 Penalty: 10640.876953
	Iteration 16Q: 3 clusters Score -1218966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1218974.250000 Penalty: 10640.876953
	Iteration 17Q: 3 clusters Score -1218974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1218979.875000 Penalty: 10640.876953
	Iteration 18Q: 3 clusters Score -1218980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1218990.875000 Penalty: 10640.876953
	Iteration 19Q: 3 clusters Score -1218991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1218996.000000 Penalty: 10640.876953
	Iteration 20F: 3 clusters Score -1218996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1219002.875000 Penalty: 10640.876953
	Iteration 21Q: 3 clusters Score -1219003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1219008.250000 Penalty: 10640.876953
	Iteration 22Q: 3 clusters Score -1219008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1219008.375000 Penalty: 10640.876953
	Iteration 23Q: 3 clusters Score -1219008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1219012.750000 Penalty: 10640.876953
	Iteration 24Q: 3 clusters Score -1219013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1219015.875000 Penalty: 10640.876953
	Iteration 25Q: 3 clusters Score -1219016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1219018.875000 Penalty: 10640.876953
	Iteration 26Q: 3 clusters Score -1219019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1219021.000000 Penalty: 10640.876953
	Iteration 27Q: 3 clusters Score -1219021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1219022.500000 Penalty: 10640.876953
	Iteration 28Q: 3 clusters Score -1219022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1219022.375000 Penalty: 10640.876953
	Iteration 29Q: 3 clusters Score -1219022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1219023.875000 Penalty: 10640.876953
	Iteration 30Q: 3 clusters Score -1219024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1219024.750000 Penalty: 10640.876953
	Iteration 31Q: 3 clusters Score -1219025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1219026.375000 Penalty: 10640.876953
	Iteration 32Q: 3 clusters Score -1219026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1219026.375000 Penalty: 10640.876953
	Iteration 33F: 3 clusters Score -1219026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Entering Unmasked Estep 
Score: -3160026.000000 Penalty: 5925.370605
	Iteration 0F: 2 clusters Score -3160026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3146140.000000 Penalty: 11850.741211
	Iteration 0F: 3 clusters Score -3146140 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3149621.500000 Penalty: 11850.741211
	Iteration 1F: 3 clusters Score -3149622 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3150228.000000 Penalty: 11850.741211
	Iteration 2F: 3 clusters Score -3150228 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3150653.000000 Penalty: 11850.741211
	Iteration 3F: 3 clusters Score -3150653 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3150997.750000 Penalty: 11850.741211
	Iteration 4Q: 3 clusters Score -3150998 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3151278.500000 Penalty: 11850.741211
	Iteration 5Q: 3 clusters Score -3151278 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3151519.500000 Penalty: 11850.741211
	Iteration 6Q: 3 clusters Score -3151520 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3151722.500000 Penalty: 11850.741211
	Iteration 7Q: 3 clusters Score -3151722 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3151970.250000 Penalty: 11850.741211
	Iteration 8Q: 3 clusters Score -3151970 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3152237.000000 Penalty: 11850.741211
	Iteration 9Q: 3 clusters Score -3152237 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3152486.000000 Penalty: 11850.741211
	Iteration 10Q: 3 clusters Score -3152486 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3152711.250000 Penalty: 11850.741211
	Iteration 11Q: 3 clusters Score -3152711 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3152910.500000 Penalty: 11850.741211
	Iteration 12Q: 3 clusters Score -3152910 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3153087.250000 Penalty: 11850.741211
	Iteration 13Q: 3 clusters Score -3153087 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3153231.750000 Penalty: 11850.741211
	Iteration 14Q: 3 clusters Score -3153232 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3153374.250000 Penalty: 11850.741211
	Iteration 15Q: 3 clusters Score -3153374 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3153515.500000 Penalty: 11850.741211
	Iteration 16Q: 3 clusters Score -3153516 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3153664.500000 Penalty: 11850.741211
	Iteration 17Q: 3 clusters Score -3153664 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3153839.750000 Penalty: 11850.741211
	Iteration 18Q: 3 clusters Score -3153840 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3153980.500000 Penalty: 11850.741211
	Iteration 19Q: 3 clusters Score -3153980 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3154108.000000 Penalty: 11850.741211
	Iteration 20F: 3 clusters Score -3154108 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3154216.750000 Penalty: 11850.741211
	Iteration 21Q: 3 clusters Score -3154217 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3154331.250000 Penalty: 11850.741211
	Iteration 22Q: 3 clusters Score -3154331 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3154428.250000 Penalty: 11850.741211
	Iteration 23Q: 3 clusters Score -3154428 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3154522.250000 Penalty: 11850.741211
	Iteration 24Q: 3 clusters Score -3154522 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -3154609.250000 Penalty: 11850.741211
	Iteration 25Q: 3 clusters Score -3154609 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3154691.500000 Penalty: 11850.741211
	Iteration 26Q: 3 clusters Score -3154692 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3154798.000000 Penalty: 11850.741211
	Iteration 27Q: 3 clusters Score -3154798 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3154862.500000 Penalty: 11850.741211
	Iteration 28Q: 3 clusters Score -3154862 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3154933.000000 Penalty: 11850.741211
	Iteration 29Q: 3 clusters Score -3154933 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3154974.750000 Penalty: 11850.741211
	Iteration 30Q: 3 clusters Score -3154975 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3155005.500000 Penalty: 11850.741211
	Iteration 31Q: 3 clusters Score -3155006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3155033.250000 Penalty: 11850.741211
	Iteration 32Q: 3 clusters Score -3155033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3155065.500000 Penalty: 11850.741211
	Iteration 33Q: 3 clusters Score -3155066 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3155086.750000 Penalty: 11850.741211
	Iteration 34Q: 3 clusters Score -3155087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3155107.250000 Penalty: 11850.741211
	Iteration 35Q: 3 clusters Score -3155107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -3155120.750000 Penalty: 11850.741211
	Iteration 36Q: 3 clusters Score -3155121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3155128.250000 Penalty: 11850.741211
	Iteration 37Q: 3 clusters Score -3155128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3155135.000000 Penalty: 11850.741211
	Iteration 38Q: 3 clusters Score -3155135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3155136.000000 Penalty: 11850.741211
	Iteration 39Q: 3 clusters Score -3155136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3155137.250000 Penalty: 11850.741211
	Iteration 40F: 3 clusters Score -3155137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3155135.500000 Penalty: 11850.741211
	Iteration 41Q: 3 clusters Score -3155136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3155130.500000 Penalty: 11850.741211
	Iteration 42Q: 3 clusters Score -3155130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3155132.250000 Penalty: 11850.741211
	Iteration 43Q: 3 clusters Score -3155132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3155138.750000 Penalty: 11850.741211
	Iteration 44Q: 3 clusters Score -3155139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3155138.750000 Penalty: 11850.741211
	Iteration 45Q: 3 clusters Score -3155139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3155144.500000 Penalty: 11850.741211
	Iteration 46Q: 3 clusters Score -3155144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3155143.000000 Penalty: 11850.741211
	Iteration 47Q: 3 clusters Score -3155143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3155143.000000 Penalty: 11850.741211
	Iteration 48F: 3 clusters Score -3155143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Entering Unmasked Estep 
Score: -15920105.000000 Penalty: 6891.031738
	Iteration 0F: 2 clusters Score -1.59201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -15866945.000000 Penalty: 13782.063477
	Iteration 0F: 3 clusters Score -1.586694e+07 nChanged 34609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -15885718.000000 Penalty: 13782.063477
	Iteration 1F: 3 clusters Score -1.588572e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -15886977.000000 Penalty: 13782.063477
	Iteration 2Q: 3 clusters Score -1.588698e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -15888115.000000 Penalty: 13782.063477
	Iteration 3Q: 3 clusters Score -1.588812e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -15889376.000000 Penalty: 13782.063477
	Iteration 4Q: 3 clusters Score -1.588938e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -15890808.000000 Penalty: 13782.063477
	Iteration 5Q: 3 clusters Score -1.589081e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -15892460.000000 Penalty: 13782.063477
	Iteration 6Q: 3 clusters Score -1.589246e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -15894248.000000 Penalty: 13782.063477
	Iteration 7Q: 3 clusters Score -1.589425e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -15896276.000000 Penalty: 13782.063477
	Iteration 8F: 3 clusters Score -1.589628e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -15898256.000000 Penalty: 13782.063477
	Iteration 9F: 3 clusters Score -1.589826e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -15899870.000000 Penalty: 13782.063477
	Iteration 10Q: 3 clusters Score -1.589987e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -15901311.000000 Penalty: 13782.063477
	Iteration 11Q: 3 clusters Score -1.590131e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -15902683.000000 Penalty: 13782.063477
	Iteration 12Q: 3 clusters Score -1.590268e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -15903965.000000 Penalty: 13782.063477
	Iteration 13Q: 3 clusters Score -1.590396e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -15905132.000000 Penalty: 13782.063477
	Iteration 14Q: 3 clusters Score -1.590513e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -15906327.000000 Penalty: 13782.063477
	Iteration 15Q: 3 clusters Score -1.590633e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -15907286.000000 Penalty: 13782.063477
	Iteration 16Q: 3 clusters Score -1.590729e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -15908002.000000 Penalty: 13782.063477
	Iteration 17Q: 3 clusters Score -1.5908e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -15908605.000000 Penalty: 13782.063477
	Iteration 18Q: 3 clusters Score -1.59086e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -15908939.000000 Penalty: 13782.063477
	Iteration 19Q: 3 clusters Score -1.590894e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -15909223.000000 Penalty: 13782.063477
	Iteration 20F: 3 clusters Score -1.590922e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -15909468.000000 Penalty: 13782.063477
	Iteration 21Q: 3 clusters Score -1.590947e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -15909628.000000 Penalty: 13782.063477
	Iteration 22Q: 3 clusters Score -1.590963e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -15909851.000000 Penalty: 13782.063477
	Iteration 23Q: 3 clusters Score -1.590985e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -15910000.000000 Penalty: 13782.063477
	Iteration 24Q: 3 clusters Score -1.591e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -15910173.000000 Penalty: 13782.063477
	Iteration 25Q: 3 clusters Score -1.591017e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -15910263.000000 Penalty: 13782.063477
	Iteration 26Q: 3 clusters Score -1.591026e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -15910522.000000 Penalty: 13782.063477
	Iteration 27Q: 3 clusters Score -1.591052e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -15910737.000000 Penalty: 13782.063477
	Iteration 28Q: 3 clusters Score -1.591074e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -15911018.000000 Penalty: 13782.063477
	Iteration 29Q: 3 clusters Score -1.591102e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -15911336.000000 Penalty: 13782.063477
	Iteration 30Q: 3 clusters Score -1.591134e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -15911538.000000 Penalty: 13782.063477
	Iteration 31Q: 3 clusters Score -1.591154e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -15911774.000000 Penalty: 13782.063477
	Iteration 32Q: 3 clusters Score -1.591177e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -15912009.000000 Penalty: 13782.063477
	Iteration 33Q: 3 clusters Score -1.591201e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -15912218.000000 Penalty: 13782.063477
	Iteration 34Q: 3 clusters Score -1.591222e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -15912469.000000 Penalty: 13782.063477
	Iteration 35Q: 3 clusters Score -1.591247e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -15912672.000000 Penalty: 13782.063477
	Iteration 36Q: 3 clusters Score -1.591267e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -15912829.000000 Penalty: 13782.063477
	Iteration 37Q: 3 clusters Score -1.591283e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -15913026.000000 Penalty: 13782.063477
	Iteration 38Q: 3 clusters Score -1.591303e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -15913206.000000 Penalty: 13782.063477
	Iteration 39Q: 3 clusters Score -1.591321e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -15913396.000000 Penalty: 13782.063477
	Iteration 40F: 3 clusters Score -1.59134e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -15913471.000000 Penalty: 13782.063477
	Iteration 41Q: 3 clusters Score -1.591347e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -15913681.000000 Penalty: 13782.063477
	Iteration 42Q: 3 clusters Score -1.591368e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -15913766.000000 Penalty: 13782.063477
	Iteration 43Q: 3 clusters Score -1.591377e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -15913867.000000 Penalty: 13782.063477
	Iteration 44Q: 3 clusters Score -1.591387e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -15913929.000000 Penalty: 13782.063477
	Iteration 45Q: 3 clusters Score -1.591393e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -15914043.000000 Penalty: 13782.063477
	Iteration 46Q: 3 clusters Score -1.591404e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -15914114.000000 Penalty: 13782.063477
	Iteration 47Q: 3 clusters Score -1.591411e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -15914182.000000 Penalty: 13782.063477
	Iteration 48Q: 3 clusters Score -1.591418e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -15914228.000000 Penalty: 13782.063477
	Iteration 49Q: 3 clusters Score -1.591423e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -15914206.000000 Penalty: 13782.063477
	Iteration 50Q: 3 clusters Score -1.591421e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -15914228.000000 Penalty: 13782.063477
	Iteration 51Q: 3 clusters Score -1.591423e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -15914296.000000 Penalty: 13782.063477
	Iteration 52Q: 3 clusters Score -1.59143e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -15914334.000000 Penalty: 13782.063477
	Iteration 53Q: 3 clusters Score -1.591433e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -15914311.000000 Penalty: 13782.063477
	Iteration 54Q: 3 clusters Score -1.591431e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -15914346.000000 Penalty: 13782.063477
	Iteration 55Q: 3 clusters Score -1.591435e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -15914402.000000 Penalty: 13782.063477
	Iteration 56Q: 3 clusters Score -1.59144e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -15914425.000000 Penalty: 13782.063477
	Iteration 57Q: 3 clusters Score -1.591442e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -15914461.000000 Penalty: 13782.063477
	Iteration 58Q: 3 clusters Score -1.591446e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -15914514.000000 Penalty: 13782.063477
	Iteration 59Q: 3 clusters Score -1.591451e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -15914528.000000 Penalty: 13782.063477
	Iteration 60F: 3 clusters Score -1.591453e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -15914558.000000 Penalty: 13782.063477
	Iteration 61Q: 3 clusters Score -1.591456e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -15914554.000000 Penalty: 13782.063477
	Iteration 62Q: 3 clusters Score -1.591455e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -15914578.000000 Penalty: 13782.063477
	Iteration 63Q: 3 clusters Score -1.591458e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -15914609.000000 Penalty: 13782.063477
	Iteration 64Q: 3 clusters Score -1.591461e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -15914643.000000 Penalty: 13782.063477
	Iteration 65Q: 3 clusters Score -1.591464e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -15914644.000000 Penalty: 13782.063477
	Iteration 66Q: 3 clusters Score -1.591464e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -15914645.000000 Penalty: 13782.063477
	Iteration 67Q: 3 clusters Score -1.591464e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -15914651.000000 Penalty: 13782.063477
	Iteration 68Q: 3 clusters Score -1.591465e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -15914681.000000 Penalty: 13782.063477
	Iteration 69Q: 3 clusters Score -1.591468e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -15914671.000000 Penalty: 13782.063477
	Iteration 70Q: 3 clusters Score -1.591467e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -15914685.000000 Penalty: 13782.063477
	Iteration 71Q: 3 clusters Score -1.591468e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -15914667.000000 Penalty: 13782.063477
	Iteration 72Q: 3 clusters Score -1.591467e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -15914679.000000 Penalty: 13782.063477
	Iteration 73Q: 3 clusters Score -1.591468e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -15914719.000000 Penalty: 13782.063477
	Iteration 74Q: 3 clusters Score -1.591472e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -15914741.000000 Penalty: 13782.063477
	Iteration 75Q: 3 clusters Score -1.591474e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -15914715.000000 Penalty: 13782.063477
	Iteration 76Q: 3 clusters Score -1.591472e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -15914732.000000 Penalty: 13782.063477
	Iteration 77Q: 3 clusters Score -1.591473e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -15914737.000000 Penalty: 13782.063477
	Iteration 78Q: 3 clusters Score -1.591474e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -15914741.000000 Penalty: 13782.063477
	Iteration 79Q: 3 clusters Score -1.591474e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -15914733.000000 Penalty: 13782.063477
	Iteration 80F: 3 clusters Score -1.591473e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -15914747.000000 Penalty: 13782.063477
	Iteration 81Q: 3 clusters Score -1.591475e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -15914775.000000 Penalty: 13782.063477
	Iteration 82Q: 3 clusters Score -1.591478e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -15914737.000000 Penalty: 13782.063477
	Iteration 83Q: 3 clusters Score -1.591474e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -15914765.000000 Penalty: 13782.063477
	Iteration 84Q: 3 clusters Score -1.591476e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -15914806.000000 Penalty: 13782.063477
	Iteration 85Q: 3 clusters Score -1.591481e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -15914790.000000 Penalty: 13782.063477
	Iteration 86Q: 3 clusters Score -1.591479e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -15914814.000000 Penalty: 13782.063477
	Iteration 87Q: 3 clusters Score -1.591481e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -15914810.000000 Penalty: 13782.063477
	Iteration 88Q: 3 clusters Score -1.591481e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -15914830.000000 Penalty: 13782.063477
	Iteration 89Q: 3 clusters Score -1.591483e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -15914853.000000 Penalty: 13782.063477
	Iteration 90Q: 3 clusters Score -1.591485e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -15914883.000000 Penalty: 13782.063477
	Iteration 91Q: 3 clusters Score -1.591488e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -15914866.000000 Penalty: 13782.063477
	Iteration 92Q: 3 clusters Score -1.591487e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -15914931.000000 Penalty: 13782.063477
	Iteration 93Q: 3 clusters Score -1.591493e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -15914937.000000 Penalty: 13782.063477
	Iteration 94Q: 3 clusters Score -1.591494e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -15914987.000000 Penalty: 13782.063477
	Iteration 95Q: 3 clusters Score -1.591499e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -15915002.000000 Penalty: 13782.063477
	Iteration 96Q: 3 clusters Score -1.5915e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -15915015.000000 Penalty: 13782.063477
	Iteration 97Q: 3 clusters Score -1.591502e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -15915014.000000 Penalty: 13782.063477
	Iteration 98Q: 3 clusters Score -1.591501e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -15915040.000000 Penalty: 13782.063477
	Iteration 99Q: 3 clusters Score -1.591504e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -15915014.000000 Penalty: 13782.063477
	Iteration 100F: 3 clusters Score -1.591501e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -15915034.000000 Penalty: 13782.063477
	Iteration 101Q: 3 clusters Score -1.591503e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -15915053.000000 Penalty: 13782.063477
	Iteration 102Q: 3 clusters Score -1.591505e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -15915071.000000 Penalty: 13782.063477
	Iteration 103Q: 3 clusters Score -1.591507e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -15915091.000000 Penalty: 13782.063477
	Iteration 104Q: 3 clusters Score -1.591509e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -15915094.000000 Penalty: 13782.063477
	Iteration 105Q: 3 clusters Score -1.591509e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -15915085.000000 Penalty: 13782.063477
	Iteration 106Q: 3 clusters Score -1.591508e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -15915087.000000 Penalty: 13782.063477
	Iteration 107Q: 3 clusters Score -1.591509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -15915063.000000 Penalty: 13782.063477
	Iteration 108Q: 3 clusters Score -1.591506e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -15915071.000000 Penalty: 13782.063477
	Iteration 109Q: 3 clusters Score -1.591507e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -15915063.000000 Penalty: 13782.063477
	Iteration 110Q: 3 clusters Score -1.591506e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -15915066.000000 Penalty: 13782.063477
	Iteration 111Q: 3 clusters Score -1.591507e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -15915074.000000 Penalty: 13782.063477
	Iteration 112Q: 3 clusters Score -1.591507e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -15915073.000000 Penalty: 13782.063477
	Iteration 113Q: 3 clusters Score -1.591507e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -15915085.000000 Penalty: 13782.063477
	Iteration 114Q: 3 clusters Score -1.591508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -15915082.000000 Penalty: 13782.063477
	Iteration 115Q: 3 clusters Score -1.591508e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -15915117.000000 Penalty: 13782.063477
	Iteration 116Q: 3 clusters Score -1.591512e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -15915115.000000 Penalty: 13782.063477
	Iteration 117Q: 3 clusters Score -1.591512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -15915136.000000 Penalty: 13782.063477
	Iteration 118Q: 3 clusters Score -1.591514e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -15915136.000000 Penalty: 13782.063477
	Iteration 119Q: 3 clusters Score -1.591514e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -15915152.000000 Penalty: 13782.063477
	Iteration 120F: 3 clusters Score -1.591515e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -15915151.000000 Penalty: 13782.063477
	Iteration 121Q: 3 clusters Score -1.591515e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -15915184.000000 Penalty: 13782.063477
	Iteration 122Q: 3 clusters Score -1.591518e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -15915185.000000 Penalty: 13782.063477
	Iteration 123Q: 3 clusters Score -1.591518e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -15915148.000000 Penalty: 13782.063477
	Iteration 124Q: 3 clusters Score -1.591515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -15915148.000000 Penalty: 13782.063477
	Iteration 125Q: 3 clusters Score -1.591515e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -15915160.000000 Penalty: 13782.063477
	Iteration 126Q: 3 clusters Score -1.591516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -15915141.000000 Penalty: 13782.063477
	Iteration 127Q: 3 clusters Score -1.591514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -15915157.000000 Penalty: 13782.063477
	Iteration 128Q: 3 clusters Score -1.591516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -15915176.000000 Penalty: 13782.063477
	Iteration 129Q: 3 clusters Score -1.591518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -15915173.000000 Penalty: 13782.063477
	Iteration 130Q: 3 clusters Score -1.591517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -15915174.000000 Penalty: 13782.063477
	Iteration 131Q: 3 clusters Score -1.591517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -15915178.000000 Penalty: 13782.063477
	Iteration 132Q: 3 clusters Score -1.591518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -15915161.000000 Penalty: 13782.063477
	Iteration 133Q: 3 clusters Score -1.591516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -15915161.000000 Penalty: 13782.063477
	Iteration 134Q: 3 clusters Score -1.591516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -15915167.000000 Penalty: 13782.063477
	Iteration 135Q: 3 clusters Score -1.591517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -15915162.000000 Penalty: 13782.063477
	Iteration 136Q: 3 clusters Score -1.591516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -15915164.000000 Penalty: 13782.063477
	Iteration 137Q: 3 clusters Score -1.591516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -15915167.000000 Penalty: 13782.063477
	Iteration 138Q: 3 clusters Score -1.591517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -15915164.000000 Penalty: 13782.063477
	Iteration 139Q: 3 clusters Score -1.591516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -15915177.000000 Penalty: 13782.063477
	Iteration 140F: 3 clusters Score -1.591518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -15915170.000000 Penalty: 13782.063477
	Iteration 141Q: 3 clusters Score -1.591517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -15915147.000000 Penalty: 13782.063477
	Iteration 142Q: 3 clusters Score -1.591515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -15915148.000000 Penalty: 13782.063477
	Iteration 143Q: 3 clusters Score -1.591515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -15915158.000000 Penalty: 13782.063477
	Iteration 144Q: 3 clusters Score -1.591516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -15915178.000000 Penalty: 13782.063477
	Iteration 145Q: 3 clusters Score -1.591518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -15915169.000000 Penalty: 13782.063477
	Iteration 146Q: 3 clusters Score -1.591517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -15915178.000000 Penalty: 13782.063477
	Iteration 147Q: 3 clusters Score -1.591518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -15915176.000000 Penalty: 13782.063477
	Iteration 148Q: 3 clusters Score -1.591518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -15915187.000000 Penalty: 13782.063477
	Iteration 149Q: 3 clusters Score -1.591519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -15915182.000000 Penalty: 13782.063477
	Iteration 150Q: 3 clusters Score -1.591518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -15915185.000000 Penalty: 13782.063477
	Iteration 151Q: 3 clusters Score -1.591518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -15915192.000000 Penalty: 13782.063477
	Iteration 152Q: 3 clusters Score -1.591519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -15915189.000000 Penalty: 13782.063477
	Iteration 153Q: 3 clusters Score -1.591519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -15915189.000000 Penalty: 13782.063477
	Iteration 154F: 3 clusters Score -1.591519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102467.562500 Penalty: 3872.571045
	Iteration 0F: 2 clusters Score -102467.6 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 254 members 
Entering Unmasked Estep 
Score: -98950.820312 Penalty: 7745.142090
	Iteration 0F: 3 clusters Score -98950.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -99174.484375 Penalty: 7745.142090
	Iteration 1F: 3 clusters Score -99174.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -99256.421875 Penalty: 7745.142090
	Iteration 2Q: 3 clusters Score -99256.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -99309.835938 Penalty: 7745.142090
	Iteration 3Q: 3 clusters Score -99309.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -99339.640625 Penalty: 7745.142090
	Iteration 4Q: 3 clusters Score -99339.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -99378.515625 Penalty: 7745.142090
	Iteration 5Q: 3 clusters Score -99378.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -99423.531250 Penalty: 7745.142090
	Iteration 6Q: 3 clusters Score -99423.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -99477.632812 Penalty: 7745.142090
	Iteration 7Q: 3 clusters Score -99477.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -99536.625000 Penalty: 7745.142090
	Iteration 8Q: 3 clusters Score -99536.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -99611.601562 Penalty: 7745.142090
	Iteration 9Q: 3 clusters Score -99611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -99637.085938 Penalty: 7745.142090
	Iteration 10Q: 3 clusters Score -99637.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -99653.406250 Penalty: 7745.142090
	Iteration 11Q: 3 clusters Score -99653.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -99655.882812 Penalty: 7745.142090
	Iteration 12Q: 3 clusters Score -99655.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -99655.882812 Penalty: 7745.142090
	Iteration 13F: 3 clusters Score -99655.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Entering Unmasked Estep 
Score: -1735858.250000 Penalty: 5558.915039
	Iteration 0F: 2 clusters Score -1735858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1726386.875000 Penalty: 11117.830078
	Iteration 0F: 3 clusters Score -1726387 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1728365.125000 Penalty: 11117.830078
	Iteration 1F: 3 clusters Score -1728365 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1728872.250000 Penalty: 11117.830078
	Iteration 2F: 3 clusters Score -1728872 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1729147.250000 Penalty: 11117.830078
	Iteration 3Q: 3 clusters Score -1729147 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1729362.625000 Penalty: 11117.830078
	Iteration 4Q: 3 clusters Score -1729363 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1729526.750000 Penalty: 11117.830078
	Iteration 5Q: 3 clusters Score -1729527 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1729684.125000 Penalty: 11117.830078
	Iteration 6Q: 3 clusters Score -1729684 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1729849.500000 Penalty: 11117.830078
	Iteration 7Q: 3 clusters Score -1729850 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1730009.250000 Penalty: 11117.830078
	Iteration 8Q: 3 clusters Score -1730009 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1730175.375000 Penalty: 11117.830078
	Iteration 9Q: 3 clusters Score -1730175 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1730354.375000 Penalty: 11117.830078
	Iteration 10Q: 3 clusters Score -1730354 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1730573.875000 Penalty: 11117.830078
	Iteration 11Q: 3 clusters Score -1730574 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1730788.375000 Penalty: 11117.830078
	Iteration 12Q: 3 clusters Score -1730788 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1731057.000000 Penalty: 11117.830078
	Iteration 13Q: 3 clusters Score -1731057 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1731334.125000 Penalty: 11117.830078
	Iteration 14Q: 3 clusters Score -1731334 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1731557.625000 Penalty: 11117.830078
	Iteration 15Q: 3 clusters Score -1731558 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1731725.625000 Penalty: 11117.830078
	Iteration 16Q: 3 clusters Score -1731726 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1731835.875000 Penalty: 11117.830078
	Iteration 17Q: 3 clusters Score -1731836 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1731892.750000 Penalty: 11117.830078
	Iteration 18Q: 3 clusters Score -1731893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1731934.750000 Penalty: 11117.830078
	Iteration 19Q: 3 clusters Score -1731935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1731967.375000 Penalty: 11117.830078
	Iteration 20F: 3 clusters Score -1731967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1731997.250000 Penalty: 11117.830078
	Iteration 21Q: 3 clusters Score -1731997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1732017.500000 Penalty: 11117.830078
	Iteration 22Q: 3 clusters Score -1732018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1732028.250000 Penalty: 11117.830078
	Iteration 23Q: 3 clusters Score -1732028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1732039.250000 Penalty: 11117.830078
	Iteration 24Q: 3 clusters Score -1732039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1732049.125000 Penalty: 11117.830078
	Iteration 25Q: 3 clusters Score -1732049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1732061.500000 Penalty: 11117.830078
	Iteration 26Q: 3 clusters Score -1732062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1732074.375000 Penalty: 11117.830078
	Iteration 27Q: 3 clusters Score -1732074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1732076.875000 Penalty: 11117.830078
	Iteration 28Q: 3 clusters Score -1732077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1732083.500000 Penalty: 11117.830078
	Iteration 29Q: 3 clusters Score -1732084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1732088.250000 Penalty: 11117.830078
	Iteration 30Q: 3 clusters Score -1732088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1732096.875000 Penalty: 11117.830078
	Iteration 31Q: 3 clusters Score -1732097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1732100.000000 Penalty: 11117.830078
	Iteration 32Q: 3 clusters Score -1732100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1732103.750000 Penalty: 11117.830078
	Iteration 33Q: 3 clusters Score -1732104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1732107.875000 Penalty: 11117.830078
	Iteration 34Q: 3 clusters Score -1732108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1732112.500000 Penalty: 11117.830078
	Iteration 35Q: 3 clusters Score -1732112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1732117.250000 Penalty: 11117.830078
	Iteration 36Q: 3 clusters Score -1732117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1732116.375000 Penalty: 11117.830078
	Iteration 37Q: 3 clusters Score -1732116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1732119.375000 Penalty: 11117.830078
	Iteration 38Q: 3 clusters Score -1732119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1732119.250000 Penalty: 11117.830078
	Iteration 39Q: 3 clusters Score -1732119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1732121.500000 Penalty: 11117.830078
	Iteration 40F: 3 clusters Score -1732122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1732122.375000 Penalty: 11117.830078
	Iteration 41Q: 3 clusters Score -1732122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1732123.500000 Penalty: 11117.830078
	Iteration 42Q: 3 clusters Score -1732124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1732125.375000 Penalty: 11117.830078
	Iteration 43Q: 3 clusters Score -1732125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1732125.250000 Penalty: 11117.830078
	Iteration 44Q: 3 clusters Score -1732125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1732122.250000 Penalty: 11117.830078
	Iteration 45Q: 3 clusters Score -1732122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1732124.000000 Penalty: 11117.830078
	Iteration 46Q: 3 clusters Score -1732124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1732129.000000 Penalty: 11117.830078
	Iteration 47Q: 3 clusters Score -1732129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1732126.875000 Penalty: 11117.830078
	Iteration 48Q: 3 clusters Score -1732127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1732128.375000 Penalty: 11117.830078
	Iteration 49Q: 3 clusters Score -1732128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1732128.375000 Penalty: 11117.830078
	Iteration 50F: 3 clusters Score -1732128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -103731.398438 Penalty: 3849.032227
	Iteration 0F: 2 clusters Score -103731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -100265.960938 Penalty: 7698.064453
	Iteration 0F: 3 clusters Score -100266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -100465.062500 Penalty: 7698.064453
	Iteration 1F: 3 clusters Score -100465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100531.195312 Penalty: 7698.064453
	Iteration 2Q: 3 clusters Score -100531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100569.476562 Penalty: 7698.064453
	Iteration 3Q: 3 clusters Score -100569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100594.398438 Penalty: 7698.064453
	Iteration 4Q: 3 clusters Score -100594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100617.437500 Penalty: 7698.064453
	Iteration 5Q: 3 clusters Score -100617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100619.453125 Penalty: 7698.064453
	Iteration 6Q: 3 clusters Score -100619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100619.453125 Penalty: 7698.064453
	Iteration 7F: 3 clusters Score -100619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -130787.718750 Penalty: 4050.697754
	Iteration 0F: 2 clusters Score -130787.7 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 376 members 
Entering Unmasked Estep 
Score: -126993.296875 Penalty: 8101.395508
	Iteration 0F: 3 clusters Score -126993.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -127401.132812 Penalty: 8101.395508
	Iteration 1F: 3 clusters Score -127401.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -127666.250000 Penalty: 8101.395508
	Iteration 2F: 3 clusters Score -127666.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -127985.117188 Penalty: 8101.395508
	Iteration 3F: 3 clusters Score -127985.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -128200.000000 Penalty: 8101.395508
	Iteration 4Q: 3 clusters Score -128200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -128524.812500 Penalty: 8101.395508
	Iteration 5Q: 3 clusters Score -128524.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -128714.476562 Penalty: 8101.395508
	Iteration 6Q: 3 clusters Score -128714.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -128865.656250 Penalty: 8101.395508
	Iteration 7Q: 3 clusters Score -128865.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -129169.007812 Penalty: 8101.395508
	Iteration 8Q: 3 clusters Score -129169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -129505.523438 Penalty: 8101.395508
	Iteration 9Q: 3 clusters Score -129505.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -129561.976562 Penalty: 8101.395508
	Iteration 10Q: 3 clusters Score -129562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -129596.593750 Penalty: 8101.395508
	Iteration 11Q: 3 clusters Score -129596.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -129639.796875 Penalty: 8101.395508
	Iteration 12Q: 3 clusters Score -129639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -129660.671875 Penalty: 8101.395508
	Iteration 13Q: 3 clusters Score -129660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -129673.312500 Penalty: 8101.395508
	Iteration 14Q: 3 clusters Score -129673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -129685.414062 Penalty: 8101.395508
	Iteration 15Q: 3 clusters Score -129685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -129689.039062 Penalty: 8101.395508
	Iteration 16Q: 3 clusters Score -129689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -129689.039062 Penalty: 8101.395508
	Iteration 17F: 3 clusters Score -129689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -99908.726562 Penalty: 3858.106445
	Iteration 0F: 2 clusters Score -99908.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -96487.312500 Penalty: 7716.212891
	Iteration 0F: 3 clusters Score -96487.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -96676.531250 Penalty: 7716.212891
	Iteration 1F: 3 clusters Score -96676.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -96797.507812 Penalty: 7716.212891
	Iteration 2Q: 3 clusters Score -96797.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -96895.335938 Penalty: 7716.212891
	Iteration 3Q: 3 clusters Score -96895.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -96928.132812 Penalty: 7716.212891
	Iteration 4Q: 3 clusters Score -96928.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -96943.234375 Penalty: 7716.212891
	Iteration 5Q: 3 clusters Score -96943.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -96962.265625 Penalty: 7716.212891
	Iteration 6Q: 3 clusters Score -96962.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -96962.265625 Penalty: 7716.212891
	Iteration 7F: 3 clusters Score -96962.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Entering Unmasked Estep 
Score: -5100576.500000 Penalty: 6195.885742
	Iteration 0F: 2 clusters Score -5100576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -5081155.000000 Penalty: 12391.771484
	Iteration 0F: 3 clusters Score -5081155 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -5086627.000000 Penalty: 12391.771484
	Iteration 1F: 3 clusters Score -5086627 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -5087274.000000 Penalty: 12391.771484
	Iteration 2F: 3 clusters Score -5087274 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -5087828.000000 Penalty: 12391.771484
	Iteration 3Q: 3 clusters Score -5087828 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -5088328.000000 Penalty: 12391.771484
	Iteration 4Q: 3 clusters Score -5088328 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -5088843.000000 Penalty: 12391.771484
	Iteration 5Q: 3 clusters Score -5088843 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -5089394.500000 Penalty: 12391.771484
	Iteration 6Q: 3 clusters Score -5089394 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -5089971.500000 Penalty: 12391.771484
	Iteration 7Q: 3 clusters Score -5089972 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -5090544.500000 Penalty: 12391.771484
	Iteration 8Q: 3 clusters Score -5090544 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -5091201.500000 Penalty: 12391.771484
	Iteration 9Q: 3 clusters Score -5091202 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -5091828.500000 Penalty: 12391.771484
	Iteration 10Q: 3 clusters Score -5091828 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -5092390.000000 Penalty: 12391.771484
	Iteration 11Q: 3 clusters Score -5092390 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -5092888.500000 Penalty: 12391.771484
	Iteration 12Q: 3 clusters Score -5092888 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -5093290.000000 Penalty: 12391.771484
	Iteration 13Q: 3 clusters Score -5093290 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -5093606.500000 Penalty: 12391.771484
	Iteration 14Q: 3 clusters Score -5093606 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5093835.500000 Penalty: 12391.771484
	Iteration 15Q: 3 clusters Score -5093836 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -5094052.500000 Penalty: 12391.771484
	Iteration 16Q: 3 clusters Score -5094052 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -5094258.000000 Penalty: 12391.771484
	Iteration 17Q: 3 clusters Score -5094258 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -5094418.000000 Penalty: 12391.771484
	Iteration 18Q: 3 clusters Score -5094418 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -5094520.000000 Penalty: 12391.771484
	Iteration 19Q: 3 clusters Score -5094520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -5094613.000000 Penalty: 12391.771484
	Iteration 20F: 3 clusters Score -5094613 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -5094692.500000 Penalty: 12391.771484
	Iteration 21Q: 3 clusters Score -5094692 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -5094742.000000 Penalty: 12391.771484
	Iteration 22Q: 3 clusters Score -5094742 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -5094796.000000 Penalty: 12391.771484
	Iteration 23Q: 3 clusters Score -5094796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -5094832.000000 Penalty: 12391.771484
	Iteration 24Q: 3 clusters Score -5094832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -5094870.500000 Penalty: 12391.771484
	Iteration 25Q: 3 clusters Score -5094870 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -5094911.500000 Penalty: 12391.771484
	Iteration 26Q: 3 clusters Score -5094912 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -5094934.500000 Penalty: 12391.771484
	Iteration 27Q: 3 clusters Score -5094934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -5094988.500000 Penalty: 12391.771484
	Iteration 28Q: 3 clusters Score -5094988 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5095003.500000 Penalty: 12391.771484
	Iteration 29Q: 3 clusters Score -5095004 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5095046.500000 Penalty: 12391.771484
	Iteration 30Q: 3 clusters Score -5095046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5095057.000000 Penalty: 12391.771484
	Iteration 31Q: 3 clusters Score -5095057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5095072.000000 Penalty: 12391.771484
	Iteration 32Q: 3 clusters Score -5095072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -5095111.000000 Penalty: 12391.771484
	Iteration 33Q: 3 clusters Score -5095111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -5095139.000000 Penalty: 12391.771484
	Iteration 34Q: 3 clusters Score -5095139 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5095173.000000 Penalty: 12391.771484
	Iteration 35Q: 3 clusters Score -5095173 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5095195.000000 Penalty: 12391.771484
	Iteration 36Q: 3 clusters Score -5095195 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -5095213.500000 Penalty: 12391.771484
	Iteration 37Q: 3 clusters Score -5095214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -5095222.500000 Penalty: 12391.771484
	Iteration 38Q: 3 clusters Score -5095222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5095247.500000 Penalty: 12391.771484
	Iteration 39Q: 3 clusters Score -5095248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5095258.500000 Penalty: 12391.771484
	Iteration 40F: 3 clusters Score -5095258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -5095277.500000 Penalty: 12391.771484
	Iteration 41Q: 3 clusters Score -5095278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5095286.500000 Penalty: 12391.771484
	Iteration 42Q: 3 clusters Score -5095286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5095285.500000 Penalty: 12391.771484
	Iteration 43Q: 3 clusters Score -5095286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5095302.000000 Penalty: 12391.771484
	Iteration 44Q: 3 clusters Score -5095302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5095317.000000 Penalty: 12391.771484
	Iteration 45Q: 3 clusters Score -5095317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5095326.500000 Penalty: 12391.771484
	Iteration 46Q: 3 clusters Score -5095326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -5095329.000000 Penalty: 12391.771484
	Iteration 47Q: 3 clusters Score -5095329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5095330.500000 Penalty: 12391.771484
	Iteration 48Q: 3 clusters Score -5095330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -5095342.000000 Penalty: 12391.771484
	Iteration 49Q: 3 clusters Score -5095342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5095340.500000 Penalty: 12391.771484
	Iteration 50Q: 3 clusters Score -5095340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5095356.500000 Penalty: 12391.771484
	Iteration 51Q: 3 clusters Score -5095356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5095362.500000 Penalty: 12391.771484
	Iteration 52Q: 3 clusters Score -5095362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5095384.000000 Penalty: 12391.771484
	Iteration 53Q: 3 clusters Score -5095384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -5095382.500000 Penalty: 12391.771484
	Iteration 54Q: 3 clusters Score -5095382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5095387.500000 Penalty: 12391.771484
	Iteration 55Q: 3 clusters Score -5095388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5095389.000000 Penalty: 12391.771484
	Iteration 56Q: 3 clusters Score -5095389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5095386.000000 Penalty: 12391.771484
	Iteration 57Q: 3 clusters Score -5095386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5095383.500000 Penalty: 12391.771484
	Iteration 58Q: 3 clusters Score -5095384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5095390.000000 Penalty: 12391.771484
	Iteration 59Q: 3 clusters Score -5095390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5095407.000000 Penalty: 12391.771484
	Iteration 60F: 3 clusters Score -5095407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -5095403.500000 Penalty: 12391.771484
	Iteration 61Q: 3 clusters Score -5095404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5095404.000000 Penalty: 12391.771484
	Iteration 62Q: 3 clusters Score -5095404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5095418.000000 Penalty: 12391.771484
	Iteration 63Q: 3 clusters Score -5095418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5095421.500000 Penalty: 12391.771484
	Iteration 64Q: 3 clusters Score -5095422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5095416.000000 Penalty: 12391.771484
	Iteration 65Q: 3 clusters Score -5095416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5095417.500000 Penalty: 12391.771484
	Iteration 66Q: 3 clusters Score -5095418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5095421.500000 Penalty: 12391.771484
	Iteration 67Q: 3 clusters Score -5095422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5095425.000000 Penalty: 12391.771484
	Iteration 68Q: 3 clusters Score -5095425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5095428.000000 Penalty: 12391.771484
	Iteration 69Q: 3 clusters Score -5095428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5095431.500000 Penalty: 12391.771484
	Iteration 70Q: 3 clusters Score -5095432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5095432.500000 Penalty: 12391.771484
	Iteration 71Q: 3 clusters Score -5095432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5095428.500000 Penalty: 12391.771484
	Iteration 72Q: 3 clusters Score -5095428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5095433.000000 Penalty: 12391.771484
	Iteration 73Q: 3 clusters Score -5095433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5095433.500000 Penalty: 12391.771484
	Iteration 74Q: 3 clusters Score -5095434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5095433.500000 Penalty: 12391.771484
	Iteration 75F: 3 clusters Score -5095434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -126558.226562 Penalty: 4023.807373
	Iteration 0F: 2 clusters Score -126558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -122882.906250 Penalty: 8047.614746
	Iteration 0F: 3 clusters Score -122882.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -123187.992188 Penalty: 8047.614746
	Iteration 1F: 3 clusters Score -123188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -123269.468750 Penalty: 8047.614746
	Iteration 2Q: 3 clusters Score -123269.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123321.296875 Penalty: 8047.614746
	Iteration 3Q: 3 clusters Score -123321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123339.109375 Penalty: 8047.614746
	Iteration 4Q: 3 clusters Score -123339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -123383.640625 Penalty: 8047.614746
	Iteration 5Q: 3 clusters Score -123383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123401.851562 Penalty: 8047.614746
	Iteration 6Q: 3 clusters Score -123401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123414.117188 Penalty: 8047.614746
	Iteration 7Q: 3 clusters Score -123414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123424.757812 Penalty: 8047.614746
	Iteration 8Q: 3 clusters Score -123424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -123424.757812 Penalty: 8047.614746
	Iteration 9F: 3 clusters Score -123424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Entering Unmasked Estep 
Score: -2921721.250000 Penalty: 5886.569824
	Iteration 0F: 2 clusters Score -2921721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2908462.500000 Penalty: 11773.139648
	Iteration 0F: 3 clusters Score -2908462 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2911572.250000 Penalty: 11773.139648
	Iteration 1F: 3 clusters Score -2911572 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2912174.000000 Penalty: 11773.139648
	Iteration 2F: 3 clusters Score -2912174 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2912607.250000 Penalty: 11773.139648
	Iteration 3F: 3 clusters Score -2912607 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2912960.250000 Penalty: 11773.139648
	Iteration 4Q: 3 clusters Score -2912960 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2913253.250000 Penalty: 11773.139648
	Iteration 5Q: 3 clusters Score -2913253 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2913573.500000 Penalty: 11773.139648
	Iteration 6Q: 3 clusters Score -2913574 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2913961.250000 Penalty: 11773.139648
	Iteration 7Q: 3 clusters Score -2913961 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2914407.000000 Penalty: 11773.139648
	Iteration 8Q: 3 clusters Score -2914407 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2914872.250000 Penalty: 11773.139648
	Iteration 9Q: 3 clusters Score -2914872 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2915293.000000 Penalty: 11773.139648
	Iteration 10Q: 3 clusters Score -2915293 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2915627.000000 Penalty: 11773.139648
	Iteration 11Q: 3 clusters Score -2915627 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2915867.250000 Penalty: 11773.139648
	Iteration 12Q: 3 clusters Score -2915867 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2916052.500000 Penalty: 11773.139648
	Iteration 13Q: 3 clusters Score -2916052 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2916166.750000 Penalty: 11773.139648
	Iteration 14Q: 3 clusters Score -2916167 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2916300.250000 Penalty: 11773.139648
	Iteration 15Q: 3 clusters Score -2916300 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2916404.250000 Penalty: 11773.139648
	Iteration 16Q: 3 clusters Score -2916404 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2916481.500000 Penalty: 11773.139648
	Iteration 17Q: 3 clusters Score -2916482 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2916537.000000 Penalty: 11773.139648
	Iteration 18Q: 3 clusters Score -2916537 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2916589.000000 Penalty: 11773.139648
	Iteration 19Q: 3 clusters Score -2916589 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2916659.500000 Penalty: 11773.139648
	Iteration 20F: 3 clusters Score -2916660 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2916699.500000 Penalty: 11773.139648
	Iteration 21Q: 3 clusters Score -2916700 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2916746.250000 Penalty: 11773.139648
	Iteration 22Q: 3 clusters Score -2916746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2916787.750000 Penalty: 11773.139648
	Iteration 23Q: 3 clusters Score -2916788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2916826.500000 Penalty: 11773.139648
	Iteration 24Q: 3 clusters Score -2916826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2916884.250000 Penalty: 11773.139648
	Iteration 25Q: 3 clusters Score -2916884 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2916930.750000 Penalty: 11773.139648
	Iteration 26Q: 3 clusters Score -2916931 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2916979.750000 Penalty: 11773.139648
	Iteration 27Q: 3 clusters Score -2916980 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2917026.750000 Penalty: 11773.139648
	Iteration 28Q: 3 clusters Score -2917027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2917079.750000 Penalty: 11773.139648
	Iteration 29Q: 3 clusters Score -2917080 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2917109.250000 Penalty: 11773.139648
	Iteration 30Q: 3 clusters Score -2917109 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2917174.000000 Penalty: 11773.139648
	Iteration 31Q: 3 clusters Score -2917174 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2917222.750000 Penalty: 11773.139648
	Iteration 32Q: 3 clusters Score -2917223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2917251.000000 Penalty: 11773.139648
	Iteration 33Q: 3 clusters Score -2917251 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2917287.500000 Penalty: 11773.139648
	Iteration 34Q: 3 clusters Score -2917288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2917321.000000 Penalty: 11773.139648
	Iteration 35Q: 3 clusters Score -2917321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2917333.250000 Penalty: 11773.139648
	Iteration 36Q: 3 clusters Score -2917333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2917356.250000 Penalty: 11773.139648
	Iteration 37Q: 3 clusters Score -2917356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2917391.250000 Penalty: 11773.139648
	Iteration 38Q: 3 clusters Score -2917391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2917411.500000 Penalty: 11773.139648
	Iteration 39Q: 3 clusters Score -2917412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2917435.000000 Penalty: 11773.139648
	Iteration 40F: 3 clusters Score -2917435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2917456.250000 Penalty: 11773.139648
	Iteration 41Q: 3 clusters Score -2917456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2917479.750000 Penalty: 11773.139648
	Iteration 42Q: 3 clusters Score -2917480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2917494.250000 Penalty: 11773.139648
	Iteration 43Q: 3 clusters Score -2917494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2917517.000000 Penalty: 11773.139648
	Iteration 44Q: 3 clusters Score -2917517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2917529.000000 Penalty: 11773.139648
	Iteration 45Q: 3 clusters Score -2917529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2917543.500000 Penalty: 11773.139648
	Iteration 46Q: 3 clusters Score -2917544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2917562.250000 Penalty: 11773.139648
	Iteration 47Q: 3 clusters Score -2917562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2917566.250000 Penalty: 11773.139648
	Iteration 48Q: 3 clusters Score -2917566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2917566.250000 Penalty: 11773.139648
	Iteration 49Q: 3 clusters Score -2917566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2917588.000000 Penalty: 11773.139648
	Iteration 50Q: 3 clusters Score -2917588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2917590.500000 Penalty: 11773.139648
	Iteration 51Q: 3 clusters Score -2917590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2917605.250000 Penalty: 11773.139648
	Iteration 52Q: 3 clusters Score -2917605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2917607.000000 Penalty: 11773.139648
	Iteration 53Q: 3 clusters Score -2917607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2917615.250000 Penalty: 11773.139648
	Iteration 54Q: 3 clusters Score -2917615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2917624.250000 Penalty: 11773.139648
	Iteration 55Q: 3 clusters Score -2917624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2917635.000000 Penalty: 11773.139648
	Iteration 56Q: 3 clusters Score -2917635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2917641.000000 Penalty: 11773.139648
	Iteration 57Q: 3 clusters Score -2917641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2917645.250000 Penalty: 11773.139648
	Iteration 58Q: 3 clusters Score -2917645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2917644.750000 Penalty: 11773.139648
	Iteration 59Q: 3 clusters Score -2917645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2917644.000000 Penalty: 11773.139648
	Iteration 60F: 3 clusters Score -2917644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2917642.250000 Penalty: 11773.139648
	Iteration 61Q: 3 clusters Score -2917642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2917648.250000 Penalty: 11773.139648
	Iteration 62Q: 3 clusters Score -2917648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2917649.250000 Penalty: 11773.139648
	Iteration 63Q: 3 clusters Score -2917649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2917650.250000 Penalty: 11773.139648
	Iteration 64Q: 3 clusters Score -2917650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2917654.500000 Penalty: 11773.139648
	Iteration 65Q: 3 clusters Score -2917654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2917657.750000 Penalty: 11773.139648
	Iteration 66Q: 3 clusters Score -2917658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2917655.000000 Penalty: 11773.139648
	Iteration 67Q: 3 clusters Score -2917655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2917653.750000 Penalty: 11773.139648
	Iteration 68Q: 3 clusters Score -2917654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2917656.250000 Penalty: 11773.139648
	Iteration 69Q: 3 clusters Score -2917656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2917653.500000 Penalty: 11773.139648
	Iteration 70Q: 3 clusters Score -2917654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2917658.750000 Penalty: 11773.139648
	Iteration 71Q: 3 clusters Score -2917659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2917656.750000 Penalty: 11773.139648
	Iteration 72Q: 3 clusters Score -2917657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2917658.500000 Penalty: 11773.139648
	Iteration 73Q: 3 clusters Score -2917658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2917660.500000 Penalty: 11773.139648
	Iteration 74Q: 3 clusters Score -2917660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2917660.250000 Penalty: 11773.139648
	Iteration 75Q: 3 clusters Score -2917660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2917661.250000 Penalty: 11773.139648
	Iteration 76Q: 3 clusters Score -2917661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2917661.250000 Penalty: 11773.139648
	Iteration 77F: 3 clusters Score -2917661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (87688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Entering Unmasked Estep 
Score: -18029962.000000 Penalty: 6971.193359
	Iteration 0F: 2 clusters Score -1.802996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -17969730.000000 Penalty: 13942.386719
	Iteration 0F: 3 clusters Score -1.796973e+07 nChanged 39777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -17991548.000000 Penalty: 13942.386719
	Iteration 1F: 3 clusters Score -1.799155e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -17992806.000000 Penalty: 13942.386719
	Iteration 2Q: 3 clusters Score -1.799281e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -17993644.000000 Penalty: 13942.386719
	Iteration 3Q: 3 clusters Score -1.799364e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -17994414.000000 Penalty: 13942.386719
	Iteration 4Q: 3 clusters Score -1.799441e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -17995112.000000 Penalty: 13942.386719
	Iteration 5Q: 3 clusters Score -1.799511e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -17995874.000000 Penalty: 13942.386719
	Iteration 6Q: 3 clusters Score -1.799587e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -17996566.000000 Penalty: 13942.386719
	Iteration 7Q: 3 clusters Score -1.799657e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -17997498.000000 Penalty: 13942.386719
	Iteration 8Q: 3 clusters Score -1.79975e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -17998770.000000 Penalty: 13942.386719
	Iteration 9Q: 3 clusters Score -1.799877e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -18000258.000000 Penalty: 13942.386719
	Iteration 10Q: 3 clusters Score -1.800026e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -18002666.000000 Penalty: 13942.386719
	Iteration 11Q: 3 clusters Score -1.800267e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -18005822.000000 Penalty: 13942.386719
	Iteration 12F: 3 clusters Score -1.800582e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -18009464.000000 Penalty: 13942.386719
	Iteration 13F: 3 clusters Score -1.800946e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -18013206.000000 Penalty: 13942.386719
	Iteration 14F: 3 clusters Score -1.801321e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -18016312.000000 Penalty: 13942.386719
	Iteration 15Q: 3 clusters Score -1.801631e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -18018818.000000 Penalty: 13942.386719
	Iteration 16Q: 3 clusters Score -1.801882e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -18020636.000000 Penalty: 13942.386719
	Iteration 17Q: 3 clusters Score -1.802064e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -18021924.000000 Penalty: 13942.386719
	Iteration 18Q: 3 clusters Score -1.802192e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -18022662.000000 Penalty: 13942.386719
	Iteration 19Q: 3 clusters Score -1.802266e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -18023228.000000 Penalty: 13942.386719
	Iteration 20F: 3 clusters Score -1.802323e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -18023592.000000 Penalty: 13942.386719
	Iteration 21Q: 3 clusters Score -1.802359e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -18023746.000000 Penalty: 13942.386719
	Iteration 22Q: 3 clusters Score -1.802375e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -18023896.000000 Penalty: 13942.386719
	Iteration 23Q: 3 clusters Score -1.80239e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -18024024.000000 Penalty: 13942.386719
	Iteration 24Q: 3 clusters Score -1.802402e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 86410 members 
Entering Unmasked Estep 
Score: -18024072.000000 Penalty: 13942.386719
	Iteration 25Q: 3 clusters Score -1.802407e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -18024104.000000 Penalty: 13942.386719
	Iteration 26Q: 3 clusters Score -1.80241e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -18024156.000000 Penalty: 13942.386719
	Iteration 27Q: 3 clusters Score -1.802416e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -18024174.000000 Penalty: 13942.386719
	Iteration 28Q: 3 clusters Score -1.802417e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -18024186.000000 Penalty: 13942.386719
	Iteration 29Q: 3 clusters Score -1.802419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -18024206.000000 Penalty: 13942.386719
	Iteration 30Q: 3 clusters Score -1.802421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -18024220.000000 Penalty: 13942.386719
	Iteration 31Q: 3 clusters Score -1.802422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -18024244.000000 Penalty: 13942.386719
	Iteration 32Q: 3 clusters Score -1.802424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -18024264.000000 Penalty: 13942.386719
	Iteration 33Q: 3 clusters Score -1.802426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -18024282.000000 Penalty: 13942.386719
	Iteration 34Q: 3 clusters Score -1.802428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -18024254.000000 Penalty: 13942.386719
	Iteration 35Q: 3 clusters Score -1.802425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -18024256.000000 Penalty: 13942.386719
	Iteration 36Q: 3 clusters Score -1.802426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -18024256.000000 Penalty: 13942.386719
	Iteration 37Q: 3 clusters Score -1.802426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -18024248.000000 Penalty: 13942.386719
	Iteration 38Q: 3 clusters Score -1.802425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -18024250.000000 Penalty: 13942.386719
	Iteration 39Q: 3 clusters Score -1.802425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -18024242.000000 Penalty: 13942.386719
	Iteration 40F: 3 clusters Score -1.802424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -173773.375000 Penalty: 4156.864258
	Iteration 0F: 2 clusters Score -173773.4 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 422 members 
Entering Unmasked Estep 
Score: -169816.109375 Penalty: 8313.728516
	Iteration 0F: 3 clusters Score -169816.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -170053.500000 Penalty: 8313.728516
	Iteration 1F: 3 clusters Score -170053.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -170126.265625 Penalty: 8313.728516
	Iteration 2Q: 3 clusters Score -170126.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -170155.937500 Penalty: 8313.728516
	Iteration 3Q: 3 clusters Score -170155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -170177.859375 Penalty: 8313.728516
	Iteration 4Q: 3 clusters Score -170177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -170194.375000 Penalty: 8313.728516
	Iteration 5Q: 3 clusters Score -170194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -170201.843750 Penalty: 8313.728516
	Iteration 6Q: 3 clusters Score -170201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -170201.843750 Penalty: 8313.728516
	Iteration 7F: 3 clusters Score -170201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Entering Unmasked Estep 
Score: -4172920.250000 Penalty: 6071.495117
	Iteration 0F: 2 clusters Score -4172920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -4156216.000000 Penalty: 12142.990234
	Iteration 0F: 3 clusters Score -4156216 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -4160644.750000 Penalty: 12142.990234
	Iteration 1F: 3 clusters Score -4160645 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4161322.250000 Penalty: 12142.990234
	Iteration 2F: 3 clusters Score -4161322 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -4161848.500000 Penalty: 12142.990234
	Iteration 3F: 3 clusters Score -4161848 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4162313.750000 Penalty: 12142.990234
	Iteration 4Q: 3 clusters Score -4162314 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4162779.250000 Penalty: 12142.990234
	Iteration 5Q: 3 clusters Score -4162779 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -4163241.750000 Penalty: 12142.990234
	Iteration 6Q: 3 clusters Score -4163242 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4163688.250000 Penalty: 12142.990234
	Iteration 7Q: 3 clusters Score -4163688 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4164231.250000 Penalty: 12142.990234
	Iteration 8Q: 3 clusters Score -4164231 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -4164756.750000 Penalty: 12142.990234
	Iteration 9Q: 3 clusters Score -4164757 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -4165270.500000 Penalty: 12142.990234
	Iteration 10Q: 3 clusters Score -4165270 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4165803.000000 Penalty: 12142.990234
	Iteration 11Q: 3 clusters Score -4165803 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -4166276.000000 Penalty: 12142.990234
	Iteration 12Q: 3 clusters Score -4166276 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -4166720.750000 Penalty: 12142.990234
	Iteration 13Q: 3 clusters Score -4166721 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -4167086.000000 Penalty: 12142.990234
	Iteration 14Q: 3 clusters Score -4167086 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -4167391.000000 Penalty: 12142.990234
	Iteration 15Q: 3 clusters Score -4167391 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -4167654.750000 Penalty: 12142.990234
	Iteration 16Q: 3 clusters Score -4167655 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -4167840.500000 Penalty: 12142.990234
	Iteration 17Q: 3 clusters Score -4167840 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -4167943.000000 Penalty: 12142.990234
	Iteration 18Q: 3 clusters Score -4167943 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4168031.250000 Penalty: 12142.990234
	Iteration 19Q: 3 clusters Score -4168031 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -4168070.000000 Penalty: 12142.990234
	Iteration 20F: 3 clusters Score -4168070 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -4168120.500000 Penalty: 12142.990234
	Iteration 21Q: 3 clusters Score -4168120 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4168130.750000 Penalty: 12142.990234
	Iteration 22Q: 3 clusters Score -4168131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4168166.250000 Penalty: 12142.990234
	Iteration 23Q: 3 clusters Score -4168166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4168187.250000 Penalty: 12142.990234
	Iteration 24Q: 3 clusters Score -4168187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4168191.000000 Penalty: 12142.990234
	Iteration 25Q: 3 clusters Score -4168191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4168197.250000 Penalty: 12142.990234
	Iteration 26Q: 3 clusters Score -4168197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -4168214.750000 Penalty: 12142.990234
	Iteration 27Q: 3 clusters Score -4168215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4168219.500000 Penalty: 12142.990234
	Iteration 28Q: 3 clusters Score -4168220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -4168215.500000 Penalty: 12142.990234
	Iteration 29Q: 3 clusters Score -4168216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4168223.250000 Penalty: 12142.990234
	Iteration 30Q: 3 clusters Score -4168223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -4168226.250000 Penalty: 12142.990234
	Iteration 31Q: 3 clusters Score -4168226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4168225.500000 Penalty: 12142.990234
	Iteration 32Q: 3 clusters Score -4168226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4168224.750000 Penalty: 12142.990234
	Iteration 33Q: 3 clusters Score -4168225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -4168226.750000 Penalty: 12142.990234
	Iteration 34Q: 3 clusters Score -4168227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4168226.250000 Penalty: 12142.990234
	Iteration 35Q: 3 clusters Score -4168226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4168228.750000 Penalty: 12142.990234
	Iteration 36Q: 3 clusters Score -4168229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4168232.750000 Penalty: 12142.990234
	Iteration 37Q: 3 clusters Score -4168233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -4168237.750000 Penalty: 12142.990234
	Iteration 38Q: 3 clusters Score -4168238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4168232.500000 Penalty: 12142.990234
	Iteration 39Q: 3 clusters Score -4168232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -4168251.250000 Penalty: 12142.990234
	Iteration 40F: 3 clusters Score -4168251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4168246.750000 Penalty: 12142.990234
	Iteration 41Q: 3 clusters Score -4168247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4168245.750000 Penalty: 12142.990234
	Iteration 42Q: 3 clusters Score -4168246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4168253.750000 Penalty: 12142.990234
	Iteration 43Q: 3 clusters Score -4168254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4168263.250000 Penalty: 12142.990234
	Iteration 44Q: 3 clusters Score -4168263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4168258.750000 Penalty: 12142.990234
	Iteration 45Q: 3 clusters Score -4168259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4168263.250000 Penalty: 12142.990234
	Iteration 46Q: 3 clusters Score -4168263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4168265.500000 Penalty: 12142.990234
	Iteration 47Q: 3 clusters Score -4168266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -4168264.750000 Penalty: 12142.990234
	Iteration 48Q: 3 clusters Score -4168265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -4168267.500000 Penalty: 12142.990234
	Iteration 49Q: 3 clusters Score -4168268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4168267.750000 Penalty: 12142.990234
	Iteration 50Q: 3 clusters Score -4168268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4168267.250000 Penalty: 12142.990234
	Iteration 51Q: 3 clusters Score -4168267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4168266.000000 Penalty: 12142.990234
	Iteration 52Q: 3 clusters Score -4168266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -4168265.500000 Penalty: 12142.990234
	Iteration 53Q: 3 clusters Score -4168266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4168263.750000 Penalty: 12142.990234
	Iteration 54Q: 3 clusters Score -4168264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4168262.750000 Penalty: 12142.990234
	Iteration 55Q: 3 clusters Score -4168263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4168268.750000 Penalty: 12142.990234
	Iteration 56Q: 3 clusters Score -4168269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4168268.750000 Penalty: 12142.990234
	Iteration 57F: 3 clusters Score -4168269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Entering Unmasked Estep 
Score: -1162265.500000 Penalty: 5298.859375
	Iteration 0F: 2 clusters Score -1162266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1154741.250000 Penalty: 10597.718750
	Iteration 0F: 3 clusters Score -1154741 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1156090.375000 Penalty: 10597.718750
	Iteration 1F: 3 clusters Score -1156090 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1156488.000000 Penalty: 10597.718750
	Iteration 2F: 3 clusters Score -1156488 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1156716.750000 Penalty: 10597.718750
	Iteration 3Q: 3 clusters Score -1156717 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1156880.000000 Penalty: 10597.718750
	Iteration 4Q: 3 clusters Score -1156880 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1156999.250000 Penalty: 10597.718750
	Iteration 5Q: 3 clusters Score -1156999 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1157101.000000 Penalty: 10597.718750
	Iteration 6Q: 3 clusters Score -1157101 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1157188.125000 Penalty: 10597.718750
	Iteration 7Q: 3 clusters Score -1157188 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1157265.625000 Penalty: 10597.718750
	Iteration 8Q: 3 clusters Score -1157266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1157346.375000 Penalty: 10597.718750
	Iteration 9Q: 3 clusters Score -1157346 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1157425.500000 Penalty: 10597.718750
	Iteration 10Q: 3 clusters Score -1157426 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1157507.500000 Penalty: 10597.718750
	Iteration 11Q: 3 clusters Score -1157508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1157581.000000 Penalty: 10597.718750
	Iteration 12Q: 3 clusters Score -1157581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1157649.125000 Penalty: 10597.718750
	Iteration 13Q: 3 clusters Score -1157649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1157724.375000 Penalty: 10597.718750
	Iteration 14Q: 3 clusters Score -1157724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1157790.125000 Penalty: 10597.718750
	Iteration 15Q: 3 clusters Score -1157790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1157871.375000 Penalty: 10597.718750
	Iteration 16Q: 3 clusters Score -1157871 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1157955.750000 Penalty: 10597.718750
	Iteration 17Q: 3 clusters Score -1157956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1158037.250000 Penalty: 10597.718750
	Iteration 18Q: 3 clusters Score -1158037 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1158112.125000 Penalty: 10597.718750
	Iteration 19Q: 3 clusters Score -1158112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1158193.250000 Penalty: 10597.718750
	Iteration 20F: 3 clusters Score -1158193 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1158293.625000 Penalty: 10597.718750
	Iteration 21Q: 3 clusters Score -1158294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1158384.875000 Penalty: 10597.718750
	Iteration 22Q: 3 clusters Score -1158385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1158472.375000 Penalty: 10597.718750
	Iteration 23Q: 3 clusters Score -1158472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1158549.125000 Penalty: 10597.718750
	Iteration 24Q: 3 clusters Score -1158549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1158607.625000 Penalty: 10597.718750
	Iteration 25Q: 3 clusters Score -1158608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1158670.250000 Penalty: 10597.718750
	Iteration 26Q: 3 clusters Score -1158670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1158727.875000 Penalty: 10597.718750
	Iteration 27Q: 3 clusters Score -1158728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1158786.250000 Penalty: 10597.718750
	Iteration 28Q: 3 clusters Score -1158786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1158822.500000 Penalty: 10597.718750
	Iteration 29Q: 3 clusters Score -1158822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1158849.250000 Penalty: 10597.718750
	Iteration 30Q: 3 clusters Score -1158849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1158866.375000 Penalty: 10597.718750
	Iteration 31Q: 3 clusters Score -1158866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1158878.375000 Penalty: 10597.718750
	Iteration 32Q: 3 clusters Score -1158878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1158892.000000 Penalty: 10597.718750
	Iteration 33Q: 3 clusters Score -1158892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1158899.250000 Penalty: 10597.718750
	Iteration 34Q: 3 clusters Score -1158899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1158906.750000 Penalty: 10597.718750
	Iteration 35Q: 3 clusters Score -1158907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1158911.000000 Penalty: 10597.718750
	Iteration 36Q: 3 clusters Score -1158911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1158917.750000 Penalty: 10597.718750
	Iteration 37Q: 3 clusters Score -1158918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1158927.000000 Penalty: 10597.718750
	Iteration 38Q: 3 clusters Score -1158927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1158934.000000 Penalty: 10597.718750
	Iteration 39Q: 3 clusters Score -1158934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1158944.000000 Penalty: 10597.718750
	Iteration 40F: 3 clusters Score -1158944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1158954.000000 Penalty: 10597.718750
	Iteration 41Q: 3 clusters Score -1158954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1158963.875000 Penalty: 10597.718750
	Iteration 42Q: 3 clusters Score -1158964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1158975.000000 Penalty: 10597.718750
	Iteration 43Q: 3 clusters Score -1158975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1158977.500000 Penalty: 10597.718750
	Iteration 44Q: 3 clusters Score -1158978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1158983.875000 Penalty: 10597.718750
	Iteration 45Q: 3 clusters Score -1158984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1158991.125000 Penalty: 10597.718750
	Iteration 46Q: 3 clusters Score -1158991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1158999.875000 Penalty: 10597.718750
	Iteration 47Q: 3 clusters Score -1159000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1159009.000000 Penalty: 10597.718750
	Iteration 48Q: 3 clusters Score -1159009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1159017.000000 Penalty: 10597.718750
	Iteration 49Q: 3 clusters Score -1159017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1159026.250000 Penalty: 10597.718750
	Iteration 50Q: 3 clusters Score -1159026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1159035.000000 Penalty: 10597.718750
	Iteration 51Q: 3 clusters Score -1159035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1159035.250000 Penalty: 10597.718750
	Iteration 52Q: 3 clusters Score -1159035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1159039.875000 Penalty: 10597.718750
	Iteration 53Q: 3 clusters Score -1159040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1159042.625000 Penalty: 10597.718750
	Iteration 54Q: 3 clusters Score -1159043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1159041.125000 Penalty: 10597.718750
	Iteration 55Q: 3 clusters Score -1159041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1159042.375000 Penalty: 10597.718750
	Iteration 56Q: 3 clusters Score -1159042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1159042.375000 Penalty: 10597.718750
	Iteration 57F: 3 clusters Score -1159042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Entering Unmasked Estep 
Score: -2604894.250000 Penalty: 5796.874512
	Iteration 0F: 2 clusters Score -2604894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2592868.000000 Penalty: 11593.749023
	Iteration 0F: 3 clusters Score -2592868 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2595732.500000 Penalty: 11593.749023
	Iteration 1F: 3 clusters Score -2595732 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2596438.000000 Penalty: 11593.749023
	Iteration 2F: 3 clusters Score -2596438 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2597044.250000 Penalty: 11593.749023
	Iteration 3F: 3 clusters Score -2597044 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2597486.750000 Penalty: 11593.749023
	Iteration 4Q: 3 clusters Score -2597487 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2597882.250000 Penalty: 11593.749023
	Iteration 5Q: 3 clusters Score -2597882 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2598283.500000 Penalty: 11593.749023
	Iteration 6Q: 3 clusters Score -2598284 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2598646.500000 Penalty: 11593.749023
	Iteration 7Q: 3 clusters Score -2598646 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2599012.750000 Penalty: 11593.749023
	Iteration 8Q: 3 clusters Score -2599013 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2599384.000000 Penalty: 11593.749023
	Iteration 9Q: 3 clusters Score -2599384 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2599772.500000 Penalty: 11593.749023
	Iteration 10Q: 3 clusters Score -2599772 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2600151.500000 Penalty: 11593.749023
	Iteration 11Q: 3 clusters Score -2600152 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2600504.250000 Penalty: 11593.749023
	Iteration 12Q: 3 clusters Score -2600504 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2600770.750000 Penalty: 11593.749023
	Iteration 13Q: 3 clusters Score -2600771 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2600945.500000 Penalty: 11593.749023
	Iteration 14Q: 3 clusters Score -2600946 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2601094.250000 Penalty: 11593.749023
	Iteration 15Q: 3 clusters Score -2601094 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2601211.500000 Penalty: 11593.749023
	Iteration 16Q: 3 clusters Score -2601212 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2601305.250000 Penalty: 11593.749023
	Iteration 17Q: 3 clusters Score -2601305 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2601369.500000 Penalty: 11593.749023
	Iteration 18Q: 3 clusters Score -2601370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2601419.250000 Penalty: 11593.749023
	Iteration 19Q: 3 clusters Score -2601419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2601468.500000 Penalty: 11593.749023
	Iteration 20F: 3 clusters Score -2601468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2601512.500000 Penalty: 11593.749023
	Iteration 21Q: 3 clusters Score -2601512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2601551.000000 Penalty: 11593.749023
	Iteration 22Q: 3 clusters Score -2601551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2601581.750000 Penalty: 11593.749023
	Iteration 23Q: 3 clusters Score -2601582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2601591.000000 Penalty: 11593.749023
	Iteration 24Q: 3 clusters Score -2601591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2601609.250000 Penalty: 11593.749023
	Iteration 25Q: 3 clusters Score -2601609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2601623.750000 Penalty: 11593.749023
	Iteration 26Q: 3 clusters Score -2601624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2601635.000000 Penalty: 11593.749023
	Iteration 27Q: 3 clusters Score -2601635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2601643.000000 Penalty: 11593.749023
	Iteration 28Q: 3 clusters Score -2601643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2601652.250000 Penalty: 11593.749023
	Iteration 29Q: 3 clusters Score -2601652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2601667.000000 Penalty: 11593.749023
	Iteration 30Q: 3 clusters Score -2601667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2601674.000000 Penalty: 11593.749023
	Iteration 31Q: 3 clusters Score -2601674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2601677.500000 Penalty: 11593.749023
	Iteration 32Q: 3 clusters Score -2601678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2601683.000000 Penalty: 11593.749023
	Iteration 33Q: 3 clusters Score -2601683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2601688.250000 Penalty: 11593.749023
	Iteration 34Q: 3 clusters Score -2601688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2601698.000000 Penalty: 11593.749023
	Iteration 35Q: 3 clusters Score -2601698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2601697.000000 Penalty: 11593.749023
	Iteration 36Q: 3 clusters Score -2601697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2601697.000000 Penalty: 11593.749023
	Iteration 37F: 3 clusters Score -2601697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Entering Unmasked Estep 
Score: -4616485.500000 Penalty: 6137.183594
	Iteration 0F: 2 clusters Score -4616486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -4598314.500000 Penalty: 12274.367188
	Iteration 0F: 3 clusters Score -4598314 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4603055.500000 Penalty: 12274.367188
	Iteration 1F: 3 clusters Score -4603056 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4603773.000000 Penalty: 12274.367188
	Iteration 2F: 3 clusters Score -4603773 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -4604278.500000 Penalty: 12274.367188
	Iteration 3F: 3 clusters Score -4604278 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -4604653.500000 Penalty: 12274.367188
	Iteration 4Q: 3 clusters Score -4604654 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4604960.500000 Penalty: 12274.367188
	Iteration 5Q: 3 clusters Score -4604960 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -4605230.500000 Penalty: 12274.367188
	Iteration 6Q: 3 clusters Score -4605230 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4605516.500000 Penalty: 12274.367188
	Iteration 7Q: 3 clusters Score -4605516 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4605833.500000 Penalty: 12274.367188
	Iteration 8Q: 3 clusters Score -4605834 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -4606228.500000 Penalty: 12274.367188
	Iteration 9Q: 3 clusters Score -4606228 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -4606739.000000 Penalty: 12274.367188
	Iteration 10Q: 3 clusters Score -4606739 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4607305.500000 Penalty: 12274.367188
	Iteration 11Q: 3 clusters Score -4607306 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4607960.000000 Penalty: 12274.367188
	Iteration 12Q: 3 clusters Score -4607960 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4608648.000000 Penalty: 12274.367188
	Iteration 13Q: 3 clusters Score -4608648 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4609285.000000 Penalty: 12274.367188
	Iteration 14Q: 3 clusters Score -4609285 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4609775.000000 Penalty: 12274.367188
	Iteration 15Q: 3 clusters Score -4609775 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4610184.000000 Penalty: 12274.367188
	Iteration 16Q: 3 clusters Score -4610184 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4610467.000000 Penalty: 12274.367188
	Iteration 17Q: 3 clusters Score -4610467 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4610680.000000 Penalty: 12274.367188
	Iteration 18Q: 3 clusters Score -4610680 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -4610834.500000 Penalty: 12274.367188
	Iteration 19Q: 3 clusters Score -4610834 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -4610951.000000 Penalty: 12274.367188
	Iteration 20F: 3 clusters Score -4610951 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4611040.000000 Penalty: 12274.367188
	Iteration 21Q: 3 clusters Score -4611040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4611095.000000 Penalty: 12274.367188
	Iteration 22Q: 3 clusters Score -4611095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4611146.000000 Penalty: 12274.367188
	Iteration 23Q: 3 clusters Score -4611146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -4611193.500000 Penalty: 12274.367188
	Iteration 24Q: 3 clusters Score -4611194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4611239.500000 Penalty: 12274.367188
	Iteration 25Q: 3 clusters Score -4611240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -4611285.000000 Penalty: 12274.367188
	Iteration 26Q: 3 clusters Score -4611285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4611314.500000 Penalty: 12274.367188
	Iteration 27Q: 3 clusters Score -4611314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4611345.000000 Penalty: 12274.367188
	Iteration 28Q: 3 clusters Score -4611345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -4611365.500000 Penalty: 12274.367188
	Iteration 29Q: 3 clusters Score -4611366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4611382.000000 Penalty: 12274.367188
	Iteration 30Q: 3 clusters Score -4611382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4611397.000000 Penalty: 12274.367188
	Iteration 31Q: 3 clusters Score -4611397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4611407.500000 Penalty: 12274.367188
	Iteration 32Q: 3 clusters Score -4611408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -4611406.000000 Penalty: 12274.367188
	Iteration 33Q: 3 clusters Score -4611406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4611409.500000 Penalty: 12274.367188
	Iteration 34Q: 3 clusters Score -4611410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4611417.500000 Penalty: 12274.367188
	Iteration 35Q: 3 clusters Score -4611418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4611429.500000 Penalty: 12274.367188
	Iteration 36Q: 3 clusters Score -4611430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4611430.000000 Penalty: 12274.367188
	Iteration 37Q: 3 clusters Score -4611430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4611436.000000 Penalty: 12274.367188
	Iteration 38Q: 3 clusters Score -4611436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4611442.000000 Penalty: 12274.367188
	Iteration 39Q: 3 clusters Score -4611442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4611452.500000 Penalty: 12274.367188
	Iteration 40F: 3 clusters Score -4611452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4611458.500000 Penalty: 12274.367188
	Iteration 41Q: 3 clusters Score -4611458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4611473.000000 Penalty: 12274.367188
	Iteration 42Q: 3 clusters Score -4611473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4611477.500000 Penalty: 12274.367188
	Iteration 43Q: 3 clusters Score -4611478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -4611486.500000 Penalty: 12274.367188
	Iteration 44Q: 3 clusters Score -4611486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4611488.000000 Penalty: 12274.367188
	Iteration 45Q: 3 clusters Score -4611488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -4611496.000000 Penalty: 12274.367188
	Iteration 46Q: 3 clusters Score -4611496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4611492.500000 Penalty: 12274.367188
	Iteration 47Q: 3 clusters Score -4611492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -4611499.000000 Penalty: 12274.367188
	Iteration 48Q: 3 clusters Score -4611499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4611508.000000 Penalty: 12274.367188
	Iteration 49Q: 3 clusters Score -4611508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4611505.000000 Penalty: 12274.367188
	Iteration 50Q: 3 clusters Score -4611505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4611505.000000 Penalty: 12274.367188
	Iteration 51F: 3 clusters Score -4611505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Entering Unmasked Estep 
Score: -4610866.500000 Penalty: 6128.563965
	Iteration 0F: 2 clusters Score -4610866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4593049.500000 Penalty: 12257.127930
	Iteration 0F: 3 clusters Score -4593050 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4597768.000000 Penalty: 12257.127930
	Iteration 1F: 3 clusters Score -4597768 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4598402.500000 Penalty: 12257.127930
	Iteration 2F: 3 clusters Score -4598402 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -4598855.000000 Penalty: 12257.127930
	Iteration 3Q: 3 clusters Score -4598855 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4599205.500000 Penalty: 12257.127930
	Iteration 4Q: 3 clusters Score -4599206 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -4599510.000000 Penalty: 12257.127930
	Iteration 5Q: 3 clusters Score -4599510 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4599743.500000 Penalty: 12257.127930
	Iteration 6Q: 3 clusters Score -4599744 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4599980.500000 Penalty: 12257.127930
	Iteration 7Q: 3 clusters Score -4599980 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -4600193.000000 Penalty: 12257.127930
	Iteration 8Q: 3 clusters Score -4600193 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -4600338.500000 Penalty: 12257.127930
	Iteration 9Q: 3 clusters Score -4600338 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -4600521.000000 Penalty: 12257.127930
	Iteration 10Q: 3 clusters Score -4600521 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4600664.000000 Penalty: 12257.127930
	Iteration 11Q: 3 clusters Score -4600664 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4600828.000000 Penalty: 12257.127930
	Iteration 12Q: 3 clusters Score -4600828 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4601018.500000 Penalty: 12257.127930
	Iteration 13Q: 3 clusters Score -4601018 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4601184.500000 Penalty: 12257.127930
	Iteration 14Q: 3 clusters Score -4601184 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4601398.000000 Penalty: 12257.127930
	Iteration 15Q: 3 clusters Score -4601398 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -4601607.500000 Penalty: 12257.127930
	Iteration 16Q: 3 clusters Score -4601608 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -4601846.500000 Penalty: 12257.127930
	Iteration 17Q: 3 clusters Score -4601846 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4602126.500000 Penalty: 12257.127930
	Iteration 18Q: 3 clusters Score -4602126 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -4602483.500000 Penalty: 12257.127930
	Iteration 19Q: 3 clusters Score -4602484 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4602882.500000 Penalty: 12257.127930
	Iteration 20F: 3 clusters Score -4602882 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -4603292.500000 Penalty: 12257.127930
	Iteration 21Q: 3 clusters Score -4603292 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4603690.500000 Penalty: 12257.127930
	Iteration 22Q: 3 clusters Score -4603690 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4604026.500000 Penalty: 12257.127930
	Iteration 23Q: 3 clusters Score -4604026 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4604337.500000 Penalty: 12257.127930
	Iteration 24Q: 3 clusters Score -4604338 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4604571.500000 Penalty: 12257.127930
	Iteration 25Q: 3 clusters Score -4604572 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -4604737.500000 Penalty: 12257.127930
	Iteration 26Q: 3 clusters Score -4604738 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -4604888.000000 Penalty: 12257.127930
	Iteration 27Q: 3 clusters Score -4604888 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4605008.000000 Penalty: 12257.127930
	Iteration 28Q: 3 clusters Score -4605008 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4605097.500000 Penalty: 12257.127930
	Iteration 29Q: 3 clusters Score -4605098 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4605175.000000 Penalty: 12257.127930
	Iteration 30Q: 3 clusters Score -4605175 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4605239.000000 Penalty: 12257.127930
	Iteration 31Q: 3 clusters Score -4605239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4605274.500000 Penalty: 12257.127930
	Iteration 32Q: 3 clusters Score -4605274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4605313.000000 Penalty: 12257.127930
	Iteration 33Q: 3 clusters Score -4605313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4605367.000000 Penalty: 12257.127930
	Iteration 34Q: 3 clusters Score -4605367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4605399.500000 Penalty: 12257.127930
	Iteration 35Q: 3 clusters Score -4605400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4605417.500000 Penalty: 12257.127930
	Iteration 36Q: 3 clusters Score -4605418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -4605430.500000 Penalty: 12257.127930
	Iteration 37Q: 3 clusters Score -4605430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -4605447.000000 Penalty: 12257.127930
	Iteration 38Q: 3 clusters Score -4605447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4605464.000000 Penalty: 12257.127930
	Iteration 39Q: 3 clusters Score -4605464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4605471.500000 Penalty: 12257.127930
	Iteration 40F: 3 clusters Score -4605472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4605475.000000 Penalty: 12257.127930
	Iteration 41Q: 3 clusters Score -4605475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4605484.500000 Penalty: 12257.127930
	Iteration 42Q: 3 clusters Score -4605484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -4605485.000000 Penalty: 12257.127930
	Iteration 43Q: 3 clusters Score -4605485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -4605484.000000 Penalty: 12257.127930
	Iteration 44Q: 3 clusters Score -4605484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -4605497.000000 Penalty: 12257.127930
	Iteration 45Q: 3 clusters Score -4605497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4605502.500000 Penalty: 12257.127930
	Iteration 46Q: 3 clusters Score -4605502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -4605507.000000 Penalty: 12257.127930
	Iteration 47Q: 3 clusters Score -4605507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -4605501.000000 Penalty: 12257.127930
	Iteration 48Q: 3 clusters Score -4605501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4605508.500000 Penalty: 12257.127930
	Iteration 49Q: 3 clusters Score -4605508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4605510.500000 Penalty: 12257.127930
	Iteration 50Q: 3 clusters Score -4605510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4605509.500000 Penalty: 12257.127930
	Iteration 51Q: 3 clusters Score -4605510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4605508.000000 Penalty: 12257.127930
	Iteration 52Q: 3 clusters Score -4605508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4605511.500000 Penalty: 12257.127930
	Iteration 53Q: 3 clusters Score -4605512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4605509.000000 Penalty: 12257.127930
	Iteration 54Q: 3 clusters Score -4605509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4605512.000000 Penalty: 12257.127930
	Iteration 55Q: 3 clusters Score -4605512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4605512.000000 Penalty: 12257.127930
	Iteration 56F: 3 clusters Score -4605512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -264928.250000 Penalty: 4387.442871
	Iteration 0F: 2 clusters Score -264928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -260509.765625 Penalty: 8774.885742
	Iteration 0F: 3 clusters Score -260509.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -260856.500000 Penalty: 8774.885742
	Iteration 1F: 3 clusters Score -260856.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -260968.125000 Penalty: 8774.885742
	Iteration 2Q: 3 clusters Score -260968.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -261005.656250 Penalty: 8774.885742
	Iteration 3Q: 3 clusters Score -261005.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -261035.421875 Penalty: 8774.885742
	Iteration 4Q: 3 clusters Score -261035.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -261060.937500 Penalty: 8774.885742
	Iteration 5Q: 3 clusters Score -261060.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -261072.156250 Penalty: 8774.885742
	Iteration 6Q: 3 clusters Score -261072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -261079.375000 Penalty: 8774.885742
	Iteration 7Q: 3 clusters Score -261079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -261083.921875 Penalty: 8774.885742
	Iteration 8Q: 3 clusters Score -261083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -261089.390625 Penalty: 8774.885742
	Iteration 9Q: 3 clusters Score -261089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -261092.296875 Penalty: 8774.885742
	Iteration 10Q: 3 clusters Score -261092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -261092.296875 Penalty: 8774.885742
	Iteration 11F: 3 clusters Score -261092.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Entering Unmasked Estep 
Score: -9067994.000000 Penalty: 6544.780273
	Iteration 0F: 2 clusters Score -9067994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -9036416.000000 Penalty: 13089.560547
	Iteration 0F: 3 clusters Score -9036416 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -9046332.000000 Penalty: 13089.560547
	Iteration 1F: 3 clusters Score -9046332 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -9047119.000000 Penalty: 13089.560547
	Iteration 2F: 3 clusters Score -9047119 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -9047690.000000 Penalty: 13089.560547
	Iteration 3Q: 3 clusters Score -9047690 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -9048104.000000 Penalty: 13089.560547
	Iteration 4Q: 3 clusters Score -9048104 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -9048513.000000 Penalty: 13089.560547
	Iteration 5Q: 3 clusters Score -9048513 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -9048768.000000 Penalty: 13089.560547
	Iteration 6Q: 3 clusters Score -9048768 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -9048992.000000 Penalty: 13089.560547
	Iteration 7Q: 3 clusters Score -9048992 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -9049241.000000 Penalty: 13089.560547
	Iteration 8Q: 3 clusters Score -9049241 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -9049528.000000 Penalty: 13089.560547
	Iteration 9Q: 3 clusters Score -9049528 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -9049940.000000 Penalty: 13089.560547
	Iteration 10Q: 3 clusters Score -9049940 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -9050391.000000 Penalty: 13089.560547
	Iteration 11Q: 3 clusters Score -9050391 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -9051114.000000 Penalty: 13089.560547
	Iteration 12Q: 3 clusters Score -9051114 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -9052255.000000 Penalty: 13089.560547
	Iteration 13Q: 3 clusters Score -9052255 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -9053768.000000 Penalty: 13089.560547
	Iteration 14F: 3 clusters Score -9053768 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -9055565.000000 Penalty: 13089.560547
	Iteration 15F: 3 clusters Score -9055565 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -9057497.000000 Penalty: 13089.560547
	Iteration 16F: 3 clusters Score -9057497 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -9059083.000000 Penalty: 13089.560547
	Iteration 17Q: 3 clusters Score -9059083 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -9060186.000000 Penalty: 13089.560547
	Iteration 18Q: 3 clusters Score -9060186 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -9060850.000000 Penalty: 13089.560547
	Iteration 19Q: 3 clusters Score -9060850 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -9061343.000000 Penalty: 13089.560547
	Iteration 20F: 3 clusters Score -9061343 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -9061601.000000 Penalty: 13089.560547
	Iteration 21Q: 3 clusters Score -9061601 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -9061822.000000 Penalty: 13089.560547
	Iteration 22Q: 3 clusters Score -9061822 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -9061971.000000 Penalty: 13089.560547
	Iteration 23Q: 3 clusters Score -9061971 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -9062085.000000 Penalty: 13089.560547
	Iteration 24Q: 3 clusters Score -9062085 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -9062175.000000 Penalty: 13089.560547
	Iteration 25Q: 3 clusters Score -9062175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -9062206.000000 Penalty: 13089.560547
	Iteration 26Q: 3 clusters Score -9062206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -9062236.000000 Penalty: 13089.560547
	Iteration 27Q: 3 clusters Score -9062236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -9062256.000000 Penalty: 13089.560547
	Iteration 28Q: 3 clusters Score -9062256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -9062263.000000 Penalty: 13089.560547
	Iteration 29Q: 3 clusters Score -9062263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -9062282.000000 Penalty: 13089.560547
	Iteration 30Q: 3 clusters Score -9062282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -9062287.000000 Penalty: 13089.560547
	Iteration 31Q: 3 clusters Score -9062287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -9062293.000000 Penalty: 13089.560547
	Iteration 32Q: 3 clusters Score -9062293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -9062294.000000 Penalty: 13089.560547
	Iteration 33Q: 3 clusters Score -9062294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -9062294.000000 Penalty: 13089.560547
	Iteration 34Q: 3 clusters Score -9062294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -9062297.000000 Penalty: 13089.560547
	Iteration 35Q: 3 clusters Score -9062297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -9062297.000000 Penalty: 13089.560547
	Iteration 36F: 3 clusters Score -9062297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Entering Unmasked Estep 
Score: -4547941.000000 Penalty: 6123.790039
	Iteration 0F: 2 clusters Score -4547941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -4530184.500000 Penalty: 12247.580078
	Iteration 0F: 3 clusters Score -4530184 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -4534943.500000 Penalty: 12247.580078
	Iteration 1F: 3 clusters Score -4534944 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -4535590.500000 Penalty: 12247.580078
	Iteration 2F: 3 clusters Score -4535590 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -4535989.000000 Penalty: 12247.580078
	Iteration 3Q: 3 clusters Score -4535989 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -4536238.000000 Penalty: 12247.580078
	Iteration 4Q: 3 clusters Score -4536238 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -4536482.000000 Penalty: 12247.580078
	Iteration 5Q: 3 clusters Score -4536482 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -4536630.000000 Penalty: 12247.580078
	Iteration 6Q: 3 clusters Score -4536630 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -4536791.000000 Penalty: 12247.580078
	Iteration 7Q: 3 clusters Score -4536791 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4536959.500000 Penalty: 12247.580078
	Iteration 8Q: 3 clusters Score -4536960 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4537116.000000 Penalty: 12247.580078
	Iteration 9Q: 3 clusters Score -4537116 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -4537289.500000 Penalty: 12247.580078
	Iteration 10Q: 3 clusters Score -4537290 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -4537476.500000 Penalty: 12247.580078
	Iteration 11Q: 3 clusters Score -4537476 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -4537683.500000 Penalty: 12247.580078
	Iteration 12Q: 3 clusters Score -4537684 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -4537912.500000 Penalty: 12247.580078
	Iteration 13Q: 3 clusters Score -4537912 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -4538190.500000 Penalty: 12247.580078
	Iteration 14Q: 3 clusters Score -4538190 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -4538480.500000 Penalty: 12247.580078
	Iteration 15Q: 3 clusters Score -4538480 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4538785.500000 Penalty: 12247.580078
	Iteration 16Q: 3 clusters Score -4538786 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4539082.000000 Penalty: 12247.580078
	Iteration 17Q: 3 clusters Score -4539082 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -4539443.500000 Penalty: 12247.580078
	Iteration 18Q: 3 clusters Score -4539444 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4539836.500000 Penalty: 12247.580078
	Iteration 19Q: 3 clusters Score -4539836 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -4540199.500000 Penalty: 12247.580078
	Iteration 20F: 3 clusters Score -4540200 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -4540513.500000 Penalty: 12247.580078
	Iteration 21Q: 3 clusters Score -4540514 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4540833.000000 Penalty: 12247.580078
	Iteration 22Q: 3 clusters Score -4540833 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -4541133.000000 Penalty: 12247.580078
	Iteration 23Q: 3 clusters Score -4541133 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -4541397.500000 Penalty: 12247.580078
	Iteration 24Q: 3 clusters Score -4541398 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4541639.500000 Penalty: 12247.580078
	Iteration 25Q: 3 clusters Score -4541640 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4541855.000000 Penalty: 12247.580078
	Iteration 26Q: 3 clusters Score -4541855 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4542032.500000 Penalty: 12247.580078
	Iteration 27Q: 3 clusters Score -4542032 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4542188.000000 Penalty: 12247.580078
	Iteration 28Q: 3 clusters Score -4542188 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4542333.500000 Penalty: 12247.580078
	Iteration 29Q: 3 clusters Score -4542334 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4542453.000000 Penalty: 12247.580078
	Iteration 30Q: 3 clusters Score -4542453 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -4542538.000000 Penalty: 12247.580078
	Iteration 31Q: 3 clusters Score -4542538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4542608.000000 Penalty: 12247.580078
	Iteration 32Q: 3 clusters Score -4542608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -4542649.000000 Penalty: 12247.580078
	Iteration 33Q: 3 clusters Score -4542649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4542664.500000 Penalty: 12247.580078
	Iteration 34Q: 3 clusters Score -4542664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -4542698.000000 Penalty: 12247.580078
	Iteration 35Q: 3 clusters Score -4542698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4542712.500000 Penalty: 12247.580078
	Iteration 36Q: 3 clusters Score -4542712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4542720.000000 Penalty: 12247.580078
	Iteration 37Q: 3 clusters Score -4542720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -4542752.000000 Penalty: 12247.580078
	Iteration 38Q: 3 clusters Score -4542752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4542769.500000 Penalty: 12247.580078
	Iteration 39Q: 3 clusters Score -4542770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4542782.500000 Penalty: 12247.580078
	Iteration 40F: 3 clusters Score -4542782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4542803.500000 Penalty: 12247.580078
	Iteration 41Q: 3 clusters Score -4542804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -4542809.000000 Penalty: 12247.580078
	Iteration 42Q: 3 clusters Score -4542809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -4542811.000000 Penalty: 12247.580078
	Iteration 43Q: 3 clusters Score -4542811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4542826.000000 Penalty: 12247.580078
	Iteration 44Q: 3 clusters Score -4542826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4542830.000000 Penalty: 12247.580078
	Iteration 45Q: 3 clusters Score -4542830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4542835.000000 Penalty: 12247.580078
	Iteration 46Q: 3 clusters Score -4542835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4542842.500000 Penalty: 12247.580078
	Iteration 47Q: 3 clusters Score -4542842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4542848.500000 Penalty: 12247.580078
	Iteration 48Q: 3 clusters Score -4542848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4542847.500000 Penalty: 12247.580078
	Iteration 49Q: 3 clusters Score -4542848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4542849.000000 Penalty: 12247.580078
	Iteration 50Q: 3 clusters Score -4542849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4542847.000000 Penalty: 12247.580078
	Iteration 51Q: 3 clusters Score -4542847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4542846.500000 Penalty: 12247.580078
	Iteration 52Q: 3 clusters Score -4542846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4542846.000000 Penalty: 12247.580078
	Iteration 53Q: 3 clusters Score -4542846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4542847.500000 Penalty: 12247.580078
	Iteration 54Q: 3 clusters Score -4542848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -4542854.500000 Penalty: 12247.580078
	Iteration 55Q: 3 clusters Score -4542854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4542852.500000 Penalty: 12247.580078
	Iteration 56Q: 3 clusters Score -4542852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4542852.500000 Penalty: 12247.580078
	Iteration 57F: 3 clusters Score -4542852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 12037 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 15900 members 
Mstep: Class 7 contains 76931 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8741 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24729 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14924 members 
Mstep: Class 16 contains 87688 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20184 members 
Mstep: Class 19 contains 5717 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43711 members 
Mstep: Class 25 contains 21983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440384.000000 Penalty: 199048.500000
Iteration 199Q: 26 clusters Score -8.944038e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 12024 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 76931 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8742 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24726 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 87688 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5717 members 
Mstep: Class 20 contains 12889 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 22157 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43709 members 
Mstep: Class 25 contains 21994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440504.000000 Penalty: 199048.500000
Iteration 200F: 26 clusters Score -8.94405e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 12004 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5921 members 
Mstep: Class 6 contains 15876 members 
Mstep: Class 7 contains 76918 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24727 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 14970 members 
Mstep: Class 16 contains 87690 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5717 members 
Mstep: Class 20 contains 12885 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22159 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43702 members 
Mstep: Class 25 contains 22016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440448.000000 Penalty: 199048.500000
Iteration 201Q: 26 clusters Score -8.944045e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 11984 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5919 members 
Mstep: Class 6 contains 15856 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8747 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24725 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15005 members 
Mstep: Class 16 contains 87691 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20181 members 
Mstep: Class 19 contains 5719 members 
Mstep: Class 20 contains 12882 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 22163 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43692 members 
Mstep: Class 25 contains 22035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440600.000000 Penalty: 199048.500000
Iteration 202Q: 26 clusters Score -8.94406e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 11961 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5918 members 
Mstep: Class 6 contains 15836 members 
Mstep: Class 7 contains 76913 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8753 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24722 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15041 members 
Mstep: Class 16 contains 87691 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20179 members 
Mstep: Class 19 contains 5718 members 
Mstep: Class 20 contains 12882 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 22164 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43686 members 
Mstep: Class 25 contains 22049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440672.000000 Penalty: 199048.500000
Iteration 203Q: 26 clusters Score -8.944067e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 11941 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 15811 members 
Mstep: Class 7 contains 76912 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24721 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15080 members 
Mstep: Class 16 contains 87687 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 5718 members 
Mstep: Class 20 contains 12881 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22165 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43680 members 
Mstep: Class 25 contains 22069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440856.000000 Penalty: 199048.500000
Iteration 204Q: 26 clusters Score -8.944086e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5918 members 
Mstep: Class 6 contains 15790 members 
Mstep: Class 7 contains 76911 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24722 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15099 members 
Mstep: Class 16 contains 87689 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12879 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 22166 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43671 members 
Mstep: Class 25 contains 22090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440768.000000 Penalty: 199048.500000
Iteration 205Q: 26 clusters Score -8.944077e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 11898 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 15776 members 
Mstep: Class 7 contains 76908 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8765 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24722 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15120 members 
Mstep: Class 16 contains 87687 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20179 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12878 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43668 members 
Mstep: Class 25 contains 22107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440712.000000 Penalty: 199048.500000
Iteration 206Q: 26 clusters Score -8.944071e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 11871 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 15776 members 
Mstep: Class 7 contains 76898 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8769 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24720 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15135 members 
Mstep: Class 16 contains 87692 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20179 members 
Mstep: Class 19 contains 5721 members 
Mstep: Class 20 contains 12878 members 
Mstep: Class 21 contains 22463 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43669 members 
Mstep: Class 25 contains 22121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440728.000000 Penalty: 199048.500000
Iteration 207Q: 26 clusters Score -8.944073e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 11843 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 15768 members 
Mstep: Class 7 contains 76897 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8773 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24717 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15148 members 
Mstep: Class 16 contains 87694 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20178 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12877 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43668 members 
Mstep: Class 25 contains 22139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440688.000000 Penalty: 199048.500000
Iteration 208Q: 26 clusters Score -8.944069e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 15756 members 
Mstep: Class 7 contains 76897 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8776 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24714 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15159 members 
Mstep: Class 16 contains 87696 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20178 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12875 members 
Mstep: Class 21 contains 22470 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43666 members 
Mstep: Class 25 contains 22157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440696.000000 Penalty: 199048.500000
Iteration 209Q: 26 clusters Score -8.94407e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5916 members 
Mstep: Class 6 contains 15743 members 
Mstep: Class 7 contains 76898 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8781 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24712 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15179 members 
Mstep: Class 16 contains 87696 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20178 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43661 members 
Mstep: Class 25 contains 22170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440648.000000 Penalty: 199048.500000
Iteration 210Q: 26 clusters Score -8.944065e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 11802 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 15729 members 
Mstep: Class 7 contains 76899 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8781 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24709 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15198 members 
Mstep: Class 16 contains 87689 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20179 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43659 members 
Mstep: Class 25 contains 22184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440672.000000 Penalty: 199048.500000
Iteration 211Q: 26 clusters Score -8.944067e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 11789 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 15714 members 
Mstep: Class 7 contains 76897 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8783 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24708 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15219 members 
Mstep: Class 16 contains 87687 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20181 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43654 members 
Mstep: Class 25 contains 22198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440696.000000 Penalty: 199048.500000
Iteration 212Q: 26 clusters Score -8.94407e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5913 members 
Mstep: Class 6 contains 15695 members 
Mstep: Class 7 contains 76897 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8787 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24709 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15235 members 
Mstep: Class 16 contains 87683 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22170 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43652 members 
Mstep: Class 25 contains 22214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440688.000000 Penalty: 199048.500000
Iteration 213Q: 26 clusters Score -8.944069e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5913 members 
Mstep: Class 6 contains 15682 members 
Mstep: Class 7 contains 76900 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8789 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24709 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15250 members 
Mstep: Class 16 contains 87683 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22168 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43650 members 
Mstep: Class 25 contains 22227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440616.000000 Penalty: 199048.500000
Iteration 214Q: 26 clusters Score -8.944062e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5913 members 
Mstep: Class 6 contains 15660 members 
Mstep: Class 7 contains 76899 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8790 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24707 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15273 members 
Mstep: Class 16 contains 87680 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22168 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43651 members 
Mstep: Class 25 contains 22241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440704.000000 Penalty: 199048.500000
Iteration 215Q: 26 clusters Score -8.94407e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 6 contains 15646 members 
Mstep: Class 7 contains 76898 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24706 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15287 members 
Mstep: Class 16 contains 87679 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 22166 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43651 members 
Mstep: Class 25 contains 22252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440688.000000 Penalty: 199048.500000
Iteration 216Q: 26 clusters Score -8.944069e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 6 contains 15635 members 
Mstep: Class 7 contains 76890 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24707 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15295 members 
Mstep: Class 16 contains 87680 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20184 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43652 members 
Mstep: Class 25 contains 22257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440752.000000 Penalty: 199048.500000
Iteration 217Q: 26 clusters Score -8.944075e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 11727 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15626 members 
Mstep: Class 7 contains 76886 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8796 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24707 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15308 members 
Mstep: Class 16 contains 87677 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20184 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43652 members 
Mstep: Class 25 contains 22263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440840.000000 Penalty: 199048.500000
Iteration 218Q: 26 clusters Score -8.944084e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15622 members 
Mstep: Class 7 contains 76879 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8797 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24706 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15322 members 
Mstep: Class 16 contains 87679 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 5719 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22165 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43651 members 
Mstep: Class 25 contains 22266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440736.000000 Penalty: 199048.500000
Iteration 219Q: 26 clusters Score -8.944074e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15605 members 
Mstep: Class 7 contains 76880 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8796 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24706 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15341 members 
Mstep: Class 16 contains 87680 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20181 members 
Mstep: Class 19 contains 5719 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22165 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43652 members 
Mstep: Class 25 contains 22268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440832.000000 Penalty: 199048.500000
Iteration 220F: 26 clusters Score -8.944083e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 11707 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15591 members 
Mstep: Class 7 contains 76881 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8795 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24703 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15368 members 
Mstep: Class 16 contains 87680 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 5718 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22163 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43651 members 
Mstep: Class 25 contains 22272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440800.000000 Penalty: 199048.500000
Iteration 221Q: 26 clusters Score -8.94408e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15580 members 
Mstep: Class 7 contains 76874 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24703 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15383 members 
Mstep: Class 16 contains 87678 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5718 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22163 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43654 members 
Mstep: Class 25 contains 22280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440840.000000 Penalty: 199048.500000
Iteration 222Q: 26 clusters Score -8.944084e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 11691 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15571 members 
Mstep: Class 7 contains 76875 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8796 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24702 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15398 members 
Mstep: Class 16 contains 87675 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5719 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22162 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43655 members 
Mstep: Class 25 contains 22287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440768.000000 Penalty: 199048.500000
Iteration 223Q: 26 clusters Score -8.944077e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15566 members 
Mstep: Class 7 contains 76872 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8797 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24703 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15414 members 
Mstep: Class 16 contains 87674 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20184 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22160 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43650 members 
Mstep: Class 25 contains 22292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440696.000000 Penalty: 199048.500000
Iteration 224Q: 26 clusters Score -8.94407e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 11679 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15553 members 
Mstep: Class 7 contains 76872 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8795 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24704 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15428 members 
Mstep: Class 16 contains 87671 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20185 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22159 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43652 members 
Mstep: Class 25 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440728.000000 Penalty: 199048.500000
Iteration 225Q: 26 clusters Score -8.944073e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15537 members 
Mstep: Class 7 contains 76870 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24703 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15447 members 
Mstep: Class 16 contains 87668 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20185 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22158 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43650 members 
Mstep: Class 25 contains 22300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440728.000000 Penalty: 199048.500000
Iteration 226Q: 26 clusters Score -8.944073e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 76866 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24702 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 87668 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20185 members 
Mstep: Class 19 contains 5725 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22156 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43649 members 
Mstep: Class 25 contains 22305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440656.000000 Penalty: 199048.500000
Iteration 227Q: 26 clusters Score -8.944066e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 15516 members 
Mstep: Class 7 contains 76864 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15470 members 
Mstep: Class 16 contains 87668 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20184 members 
Mstep: Class 19 contains 5725 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43646 members 
Mstep: Class 25 contains 22311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440648.000000 Penalty: 199048.500000
Iteration 228Q: 26 clusters Score -8.944065e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 15505 members 
Mstep: Class 7 contains 76868 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15480 members 
Mstep: Class 16 contains 87666 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43647 members 
Mstep: Class 25 contains 22315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440600.000000 Penalty: 199048.500000
Iteration 229Q: 26 clusters Score -8.94406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 15493 members 
Mstep: Class 7 contains 76870 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8795 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15485 members 
Mstep: Class 16 contains 87665 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43645 members 
Mstep: Class 25 contains 22325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440648.000000 Penalty: 199048.500000
Iteration 230Q: 26 clusters Score -8.944065e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 11662 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5914 members 
Mstep: Class 6 contains 15479 members 
Mstep: Class 7 contains 76872 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8796 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15493 members 
Mstep: Class 16 contains 87664 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43643 members 
Mstep: Class 25 contains 22332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440672.000000 Penalty: 199048.500000
Iteration 231Q: 26 clusters Score -8.944067e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 11659 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5913 members 
Mstep: Class 6 contains 15465 members 
Mstep: Class 7 contains 76874 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8796 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 87664 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 22337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440704.000000 Penalty: 199048.500000
Iteration 232Q: 26 clusters Score -8.94407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 11648 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5913 members 
Mstep: Class 6 contains 15461 members 
Mstep: Class 7 contains 76871 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8797 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15517 members 
Mstep: Class 16 contains 87664 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20184 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43642 members 
Mstep: Class 25 contains 22343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440752.000000 Penalty: 199048.500000
Iteration 233Q: 26 clusters Score -8.944075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 11641 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 6 contains 15461 members 
Mstep: Class 7 contains 76868 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8798 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24696 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 16 contains 87666 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 22350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440744.000000 Penalty: 199048.500000
Iteration 234Q: 26 clusters Score -8.944074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 11629 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15459 members 
Mstep: Class 7 contains 76865 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24696 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15528 members 
Mstep: Class 16 contains 87667 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43642 members 
Mstep: Class 25 contains 22354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440792.000000 Penalty: 199048.500000
Iteration 235Q: 26 clusters Score -8.944079e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 11622 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15454 members 
Mstep: Class 7 contains 76861 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15537 members 
Mstep: Class 16 contains 87666 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43642 members 
Mstep: Class 25 contains 22361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440808.000000 Penalty: 199048.500000
Iteration 236Q: 26 clusters Score -8.944081e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 11611 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15446 members 
Mstep: Class 7 contains 76859 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24696 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15545 members 
Mstep: Class 16 contains 87668 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22465 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43643 members 
Mstep: Class 25 contains 22368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440888.000000 Penalty: 199048.500000
Iteration 237Q: 26 clusters Score -8.944089e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 11603 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15438 members 
Mstep: Class 7 contains 76855 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15555 members 
Mstep: Class 16 contains 87669 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 22378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440896.000000 Penalty: 199048.500000
Iteration 238Q: 26 clusters Score -8.94409e+07 nChanged 39
Entering ConstructFrom: 
Score: -89440896.000000 Penalty: 199048.500000
Entering ConstructFrom: 
Trying to split cluster 1 (39208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Entering Unmasked Estep 
Score: -8112642.500000 Penalty: 6478.189941
	Iteration 0F: 2 clusters Score -8112642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -8083867.500000 Penalty: 12956.379883
	Iteration 0F: 3 clusters Score -8083868 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -8092980.000000 Penalty: 12956.379883
	Iteration 1F: 3 clusters Score -8092980 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -8093940.000000 Penalty: 12956.379883
	Iteration 2F: 3 clusters Score -8093940 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -8094750.500000 Penalty: 12956.379883
	Iteration 3F: 3 clusters Score -8094750 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -8095522.000000 Penalty: 12956.379883
	Iteration 4Q: 3 clusters Score -8095522 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -8096212.500000 Penalty: 12956.379883
	Iteration 5Q: 3 clusters Score -8096212 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -8097096.500000 Penalty: 12956.379883
	Iteration 6Q: 3 clusters Score -8097096 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -8097990.500000 Penalty: 12956.379883
	Iteration 7Q: 3 clusters Score -8097990 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -8099043.500000 Penalty: 12956.379883
	Iteration 8Q: 3 clusters Score -8099044 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -8100114.000000 Penalty: 12956.379883
	Iteration 9Q: 3 clusters Score -8100114 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -8101143.500000 Penalty: 12956.379883
	Iteration 10Q: 3 clusters Score -8101144 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -8102061.000000 Penalty: 12956.379883
	Iteration 11Q: 3 clusters Score -8102061 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -8102917.500000 Penalty: 12956.379883
	Iteration 12Q: 3 clusters Score -8102918 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -8103588.500000 Penalty: 12956.379883
	Iteration 13Q: 3 clusters Score -8103588 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -8104274.500000 Penalty: 12956.379883
	Iteration 14Q: 3 clusters Score -8104274 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -8105018.000000 Penalty: 12956.379883
	Iteration 15Q: 3 clusters Score -8105018 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -8105738.000000 Penalty: 12956.379883
	Iteration 16Q: 3 clusters Score -8105738 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -8106228.500000 Penalty: 12956.379883
	Iteration 17Q: 3 clusters Score -8106228 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -8106555.000000 Penalty: 12956.379883
	Iteration 18Q: 3 clusters Score -8106555 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -8106812.000000 Penalty: 12956.379883
	Iteration 19Q: 3 clusters Score -8106812 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -8106970.000000 Penalty: 12956.379883
	Iteration 20F: 3 clusters Score -8106970 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -8107077.500000 Penalty: 12956.379883
	Iteration 21Q: 3 clusters Score -8107078 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -8107167.500000 Penalty: 12956.379883
	Iteration 22Q: 3 clusters Score -8107168 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -8107188.000000 Penalty: 12956.379883
	Iteration 23Q: 3 clusters Score -8107188 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -8107266.500000 Penalty: 12956.379883
	Iteration 24Q: 3 clusters Score -8107266 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -8107283.000000 Penalty: 12956.379883
	Iteration 25Q: 3 clusters Score -8107283 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -8107306.000000 Penalty: 12956.379883
	Iteration 26Q: 3 clusters Score -8107306 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -8107322.500000 Penalty: 12956.379883
	Iteration 27Q: 3 clusters Score -8107322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -8107326.000000 Penalty: 12956.379883
	Iteration 28Q: 3 clusters Score -8107326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -8107340.000000 Penalty: 12956.379883
	Iteration 29Q: 3 clusters Score -8107340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -8107363.000000 Penalty: 12956.379883
	Iteration 30Q: 3 clusters Score -8107363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -8107379.000000 Penalty: 12956.379883
	Iteration 31Q: 3 clusters Score -8107379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -8107387.500000 Penalty: 12956.379883
	Iteration 32Q: 3 clusters Score -8107388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -8107398.000000 Penalty: 12956.379883
	Iteration 33Q: 3 clusters Score -8107398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -8107413.500000 Penalty: 12956.379883
	Iteration 34Q: 3 clusters Score -8107414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -8107410.000000 Penalty: 12956.379883
	Iteration 35Q: 3 clusters Score -8107410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -8107414.500000 Penalty: 12956.379883
	Iteration 36Q: 3 clusters Score -8107414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -8107421.500000 Penalty: 12956.379883
	Iteration 37Q: 3 clusters Score -8107422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -8107425.000000 Penalty: 12956.379883
	Iteration 38Q: 3 clusters Score -8107425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -8107435.500000 Penalty: 12956.379883
	Iteration 39Q: 3 clusters Score -8107436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -8107435.000000 Penalty: 12956.379883
	Iteration 40F: 3 clusters Score -8107435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -8107427.500000 Penalty: 12956.379883
	Iteration 41Q: 3 clusters Score -8107428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -8107439.000000 Penalty: 12956.379883
	Iteration 42Q: 3 clusters Score -8107439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -8107435.000000 Penalty: 12956.379883
	Iteration 43Q: 3 clusters Score -8107435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -8107432.500000 Penalty: 12956.379883
	Iteration 44Q: 3 clusters Score -8107432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -8107430.500000 Penalty: 12956.379883
	Iteration 45Q: 3 clusters Score -8107430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -8107433.000000 Penalty: 12956.379883
	Iteration 46Q: 3 clusters Score -8107433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -8107442.000000 Penalty: 12956.379883
	Iteration 47Q: 3 clusters Score -8107442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -8107436.500000 Penalty: 12956.379883
	Iteration 48Q: 3 clusters Score -8107436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -8107431.000000 Penalty: 12956.379883
	Iteration 49Q: 3 clusters Score -8107431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -8107437.500000 Penalty: 12956.379883
	Iteration 50Q: 3 clusters Score -8107438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -8107442.000000 Penalty: 12956.379883
	Iteration 51Q: 3 clusters Score -8107442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -8107436.500000 Penalty: 12956.379883
	Iteration 52Q: 3 clusters Score -8107436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -8107440.500000 Penalty: 12956.379883
	Iteration 53Q: 3 clusters Score -8107440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -8107443.000000 Penalty: 12956.379883
	Iteration 54Q: 3 clusters Score -8107443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -8107453.000000 Penalty: 12956.379883
	Iteration 55Q: 3 clusters Score -8107453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -8107449.000000 Penalty: 12956.379883
	Iteration 56Q: 3 clusters Score -8107449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -8107455.500000 Penalty: 12956.379883
	Iteration 57Q: 3 clusters Score -8107456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -8107459.500000 Penalty: 12956.379883
	Iteration 58Q: 3 clusters Score -8107460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -8107468.500000 Penalty: 12956.379883
	Iteration 59Q: 3 clusters Score -8107468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -8107463.000000 Penalty: 12956.379883
	Iteration 60F: 3 clusters Score -8107463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -8107467.000000 Penalty: 12956.379883
	Iteration 61Q: 3 clusters Score -8107467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -8107459.500000 Penalty: 12956.379883
	Iteration 62Q: 3 clusters Score -8107460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -8107464.500000 Penalty: 12956.379883
	Iteration 63Q: 3 clusters Score -8107464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -8107460.500000 Penalty: 12956.379883
	Iteration 64Q: 3 clusters Score -8107460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -8107454.500000 Penalty: 12956.379883
	Iteration 65Q: 3 clusters Score -8107454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -8107448.500000 Penalty: 12956.379883
	Iteration 66Q: 3 clusters Score -8107448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -8107445.500000 Penalty: 12956.379883
	Iteration 67Q: 3 clusters Score -8107446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -8107449.500000 Penalty: 12956.379883
	Iteration 68Q: 3 clusters Score -8107450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -8107462.500000 Penalty: 12956.379883
	Iteration 69Q: 3 clusters Score -8107462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -8107463.500000 Penalty: 12956.379883
	Iteration 70Q: 3 clusters Score -8107464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -8107463.500000 Penalty: 12956.379883
	Iteration 71F: 3 clusters Score -8107464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Entering Unmasked Estep 
Score: -2286562.250000 Penalty: 5731.923828
	Iteration 0F: 2 clusters Score -2286562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2275310.750000 Penalty: 11463.847656
	Iteration 0F: 3 clusters Score -2275311 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2277806.000000 Penalty: 11463.847656
	Iteration 1F: 3 clusters Score -2277806 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2278301.000000 Penalty: 11463.847656
	Iteration 2F: 3 clusters Score -2278301 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2278597.750000 Penalty: 11463.847656
	Iteration 3Q: 3 clusters Score -2278598 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2278782.000000 Penalty: 11463.847656
	Iteration 4Q: 3 clusters Score -2278782 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2278923.000000 Penalty: 11463.847656
	Iteration 5Q: 3 clusters Score -2278923 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2279013.750000 Penalty: 11463.847656
	Iteration 6Q: 3 clusters Score -2279014 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2279105.750000 Penalty: 11463.847656
	Iteration 7Q: 3 clusters Score -2279106 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2279158.000000 Penalty: 11463.847656
	Iteration 8Q: 3 clusters Score -2279158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2279200.750000 Penalty: 11463.847656
	Iteration 9Q: 3 clusters Score -2279201 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2279243.250000 Penalty: 11463.847656
	Iteration 10Q: 3 clusters Score -2279243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2279279.750000 Penalty: 11463.847656
	Iteration 11Q: 3 clusters Score -2279280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2279306.250000 Penalty: 11463.847656
	Iteration 12Q: 3 clusters Score -2279306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2279332.750000 Penalty: 11463.847656
	Iteration 13Q: 3 clusters Score -2279333 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2279354.750000 Penalty: 11463.847656
	Iteration 14Q: 3 clusters Score -2279355 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2279376.750000 Penalty: 11463.847656
	Iteration 15Q: 3 clusters Score -2279377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2279389.250000 Penalty: 11463.847656
	Iteration 16Q: 3 clusters Score -2279389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2279402.500000 Penalty: 11463.847656
	Iteration 17Q: 3 clusters Score -2279402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2279410.250000 Penalty: 11463.847656
	Iteration 18Q: 3 clusters Score -2279410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2279421.250000 Penalty: 11463.847656
	Iteration 19Q: 3 clusters Score -2279421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2279423.750000 Penalty: 11463.847656
	Iteration 20F: 3 clusters Score -2279424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2279433.250000 Penalty: 11463.847656
	Iteration 21Q: 3 clusters Score -2279433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2279443.750000 Penalty: 11463.847656
	Iteration 22Q: 3 clusters Score -2279444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2279447.000000 Penalty: 11463.847656
	Iteration 23Q: 3 clusters Score -2279447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2279460.750000 Penalty: 11463.847656
	Iteration 24Q: 3 clusters Score -2279461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2279469.750000 Penalty: 11463.847656
	Iteration 25Q: 3 clusters Score -2279470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2279479.750000 Penalty: 11463.847656
	Iteration 26Q: 3 clusters Score -2279480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2279484.250000 Penalty: 11463.847656
	Iteration 27Q: 3 clusters Score -2279484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2279493.250000 Penalty: 11463.847656
	Iteration 28Q: 3 clusters Score -2279493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2279489.500000 Penalty: 11463.847656
	Iteration 29Q: 3 clusters Score -2279490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2279504.750000 Penalty: 11463.847656
	Iteration 30Q: 3 clusters Score -2279505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2279511.000000 Penalty: 11463.847656
	Iteration 31Q: 3 clusters Score -2279511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2279523.000000 Penalty: 11463.847656
	Iteration 32Q: 3 clusters Score -2279523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2279523.500000 Penalty: 11463.847656
	Iteration 33Q: 3 clusters Score -2279524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2279539.750000 Penalty: 11463.847656
	Iteration 34Q: 3 clusters Score -2279540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2279546.250000 Penalty: 11463.847656
	Iteration 35Q: 3 clusters Score -2279546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2279553.000000 Penalty: 11463.847656
	Iteration 36Q: 3 clusters Score -2279553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2279553.750000 Penalty: 11463.847656
	Iteration 37Q: 3 clusters Score -2279554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2279560.500000 Penalty: 11463.847656
	Iteration 38Q: 3 clusters Score -2279560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2279561.250000 Penalty: 11463.847656
	Iteration 39Q: 3 clusters Score -2279561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2279563.000000 Penalty: 11463.847656
	Iteration 40F: 3 clusters Score -2279563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2279573.000000 Penalty: 11463.847656
	Iteration 41Q: 3 clusters Score -2279573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2279575.750000 Penalty: 11463.847656
	Iteration 42Q: 3 clusters Score -2279576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2279579.000000 Penalty: 11463.847656
	Iteration 43Q: 3 clusters Score -2279579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2279578.750000 Penalty: 11463.847656
	Iteration 44Q: 3 clusters Score -2279579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2279581.500000 Penalty: 11463.847656
	Iteration 45Q: 3 clusters Score -2279582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2279583.750000 Penalty: 11463.847656
	Iteration 46Q: 3 clusters Score -2279584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2279587.000000 Penalty: 11463.847656
	Iteration 47Q: 3 clusters Score -2279587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2279591.750000 Penalty: 11463.847656
	Iteration 48Q: 3 clusters Score -2279592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2279589.000000 Penalty: 11463.847656
	Iteration 49Q: 3 clusters Score -2279589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2279588.500000 Penalty: 11463.847656
	Iteration 50Q: 3 clusters Score -2279588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2279595.750000 Penalty: 11463.847656
	Iteration 51Q: 3 clusters Score -2279596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2279596.500000 Penalty: 11463.847656
	Iteration 52Q: 3 clusters Score -2279596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2279605.500000 Penalty: 11463.847656
	Iteration 53Q: 3 clusters Score -2279606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2279606.500000 Penalty: 11463.847656
	Iteration 54Q: 3 clusters Score -2279606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2279612.250000 Penalty: 11463.847656
	Iteration 55Q: 3 clusters Score -2279612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2279618.500000 Penalty: 11463.847656
	Iteration 56Q: 3 clusters Score -2279618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2279616.250000 Penalty: 11463.847656
	Iteration 57Q: 3 clusters Score -2279616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2279616.000000 Penalty: 11463.847656
	Iteration 58Q: 3 clusters Score -2279616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2279627.250000 Penalty: 11463.847656
	Iteration 59Q: 3 clusters Score -2279627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2279634.750000 Penalty: 11463.847656
	Iteration 60F: 3 clusters Score -2279635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2279640.750000 Penalty: 11463.847656
	Iteration 61Q: 3 clusters Score -2279641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2279641.750000 Penalty: 11463.847656
	Iteration 62Q: 3 clusters Score -2279642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2279641.500000 Penalty: 11463.847656
	Iteration 63Q: 3 clusters Score -2279642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2279642.750000 Penalty: 11463.847656
	Iteration 64Q: 3 clusters Score -2279643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2279644.750000 Penalty: 11463.847656
	Iteration 65Q: 3 clusters Score -2279645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2279643.250000 Penalty: 11463.847656
	Iteration 66Q: 3 clusters Score -2279643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2279649.500000 Penalty: 11463.847656
	Iteration 67Q: 3 clusters Score -2279650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2279651.250000 Penalty: 11463.847656
	Iteration 68Q: 3 clusters Score -2279651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2279651.750000 Penalty: 11463.847656
	Iteration 69Q: 3 clusters Score -2279652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2279664.250000 Penalty: 11463.847656
	Iteration 70Q: 3 clusters Score -2279664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2279668.500000 Penalty: 11463.847656
	Iteration 71Q: 3 clusters Score -2279668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2279665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2279672.000000 Penalty: 11463.847656
	Iteration 73Q: 3 clusters Score -2279672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2279676.000000 Penalty: 11463.847656
	Iteration 74Q: 3 clusters Score -2279676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2279675.250000 Penalty: 11463.847656
	Iteration 75Q: 3 clusters Score -2279675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2279681.500000 Penalty: 11463.847656
	Iteration 76Q: 3 clusters Score -2279682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2279689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2279692.750000 Penalty: 11463.847656
	Iteration 78Q: 3 clusters Score -2279693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2279695.250000 Penalty: 11463.847656
	Iteration 79Q: 3 clusters Score -2279695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2279701.000000 Penalty: 11463.847656
	Iteration 80F: 3 clusters Score -2279701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2279702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2279706.500000 Penalty: 11463.847656
	Iteration 82Q: 3 clusters Score -2279706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2279710.500000 Penalty: 11463.847656
	Iteration 83Q: 3 clusters Score -2279710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2279711.500000 Penalty: 11463.847656
	Iteration 84Q: 3 clusters Score -2279712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2279714.250000 Penalty: 11463.847656
	Iteration 85Q: 3 clusters Score -2279714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2279729.750000 Penalty: 11463.847656
	Iteration 86Q: 3 clusters Score -2279730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2279727.000000 Penalty: 11463.847656
	Iteration 87Q: 3 clusters Score -2279727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2279734.500000 Penalty: 11463.847656
	Iteration 88Q: 3 clusters Score -2279734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2279734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2279746.750000 Penalty: 11463.847656
	Iteration 90Q: 3 clusters Score -2279747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2279753.500000 Penalty: 11463.847656
	Iteration 91Q: 3 clusters Score -2279754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2279757.500000 Penalty: 11463.847656
	Iteration 92Q: 3 clusters Score -2279758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2279767.000000 Penalty: 11463.847656
	Iteration 93Q: 3 clusters Score -2279767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2279773.250000 Penalty: 11463.847656
	Iteration 94Q: 3 clusters Score -2279773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2279778.000000 Penalty: 11463.847656
	Iteration 95Q: 3 clusters Score -2279778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2279780.750000 Penalty: 11463.847656
	Iteration 96Q: 3 clusters Score -2279781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2279793.000000 Penalty: 11463.847656
	Iteration 97Q: 3 clusters Score -2279793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2279802.000000 Penalty: 11463.847656
	Iteration 98Q: 3 clusters Score -2279802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2279807.750000 Penalty: 11463.847656
	Iteration 99Q: 3 clusters Score -2279808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2279812.250000 Penalty: 11463.847656
	Iteration 100F: 3 clusters Score -2279812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2279823.250000 Penalty: 11463.847656
	Iteration 101Q: 3 clusters Score -2279823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2279823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2279841.500000 Penalty: 11463.847656
	Iteration 103Q: 3 clusters Score -2279842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2279848.250000 Penalty: 11463.847656
	Iteration 104Q: 3 clusters Score -2279848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2279867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2279884.250000 Penalty: 11463.847656
	Iteration 106Q: 3 clusters Score -2279884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2279887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2279921.500000 Penalty: 11463.847656
	Iteration 108Q: 3 clusters Score -2279922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2279935.000000 Penalty: 11463.847656
	Iteration 109Q: 3 clusters Score -2279935 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2279964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2279991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2280021.250000 Penalty: 11463.847656
	Iteration 112Q: 3 clusters Score -2280021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2280051 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2280078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2280106.750000 Penalty: 11463.847656
	Iteration 115Q: 3 clusters Score -2280107 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2280138.250000 Penalty: 11463.847656
	Iteration 116Q: 3 clusters Score -2280138 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2280162 nChanged 65
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Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3467 members 
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	Iteration 118Q: 3 clusters Score -2280187 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2280206.250000 Penalty: 11463.847656
	Iteration 119Q: 3 clusters Score -2280206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2280233.000000 Penalty: 11463.847656
	Iteration 120F: 3 clusters Score -2280233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2280246 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2280264.750000 Penalty: 11463.847656
	Iteration 122Q: 3 clusters Score -2280265 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3245 members 
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Score: -2280278.750000 Penalty: 11463.847656
	Iteration 123Q: 3 clusters Score -2280279 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2280302.250000 Penalty: 11463.847656
	Iteration 124Q: 3 clusters Score -2280302 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2280316.750000 Penalty: 11463.847656
	Iteration 125Q: 3 clusters Score -2280317 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2280340.000000 Penalty: 11463.847656
	Iteration 126Q: 3 clusters Score -2280340 nChanged 53
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Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2280365.250000 Penalty: 11463.847656
	Iteration 127Q: 3 clusters Score -2280365 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2280390 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2280416 nChanged 66
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Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2280445 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2280484 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2280516 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2280553.250000 Penalty: 11463.847656
	Iteration 133Q: 3 clusters Score -2280553 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2280594.500000 Penalty: 11463.847656
	Iteration 134Q: 3 clusters Score -2280594 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2280641.250000 Penalty: 11463.847656
	Iteration 135Q: 3 clusters Score -2280641 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2280689.000000 Penalty: 11463.847656
	Iteration 136Q: 3 clusters Score -2280689 nChanged 86
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Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2280740.250000 Penalty: 11463.847656
	Iteration 137Q: 3 clusters Score -2280740 nChanged 80
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Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2280781.500000 Penalty: 11463.847656
	Iteration 138Q: 3 clusters Score -2280782 nChanged 74
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Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2280815.750000 Penalty: 11463.847656
	Iteration 139Q: 3 clusters Score -2280816 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
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Entering Unmasked Estep 
Score: -2280852.250000 Penalty: 11463.847656
	Iteration 140F: 3 clusters Score -2280852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2280888.000000 Penalty: 11463.847656
	Iteration 141Q: 3 clusters Score -2280888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2280919.250000 Penalty: 11463.847656
	Iteration 142Q: 3 clusters Score -2280919 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2280958.500000 Penalty: 11463.847656
	Iteration 143Q: 3 clusters Score -2280958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2280989.000000 Penalty: 11463.847656
	Iteration 144Q: 3 clusters Score -2280989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2281020.500000 Penalty: 11463.847656
	Iteration 145Q: 3 clusters Score -2281020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2281052.000000 Penalty: 11463.847656
	Iteration 146Q: 3 clusters Score -2281052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2281080.750000 Penalty: 11463.847656
	Iteration 147Q: 3 clusters Score -2281081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2281115.750000 Penalty: 11463.847656
	Iteration 148Q: 3 clusters Score -2281116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2281151.250000 Penalty: 11463.847656
	Iteration 149Q: 3 clusters Score -2281151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2281176.000000 Penalty: 11463.847656
	Iteration 150Q: 3 clusters Score -2281176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2281192.000000 Penalty: 11463.847656
	Iteration 151Q: 3 clusters Score -2281192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2281214.750000 Penalty: 11463.847656
	Iteration 152Q: 3 clusters Score -2281215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2281236.000000 Penalty: 11463.847656
	Iteration 153Q: 3 clusters Score -2281236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2281252.500000 Penalty: 11463.847656
	Iteration 154Q: 3 clusters Score -2281252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2281270.500000 Penalty: 11463.847656
	Iteration 155Q: 3 clusters Score -2281270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2281295.250000 Penalty: 11463.847656
	Iteration 156Q: 3 clusters Score -2281295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2281317.750000 Penalty: 11463.847656
	Iteration 157Q: 3 clusters Score -2281318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2281338.500000 Penalty: 11463.847656
	Iteration 158Q: 3 clusters Score -2281338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2281351.500000 Penalty: 11463.847656
	Iteration 159Q: 3 clusters Score -2281352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2281366.250000 Penalty: 11463.847656
	Iteration 160F: 3 clusters Score -2281366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2281378.250000 Penalty: 11463.847656
	Iteration 161Q: 3 clusters Score -2281378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2281396.000000 Penalty: 11463.847656
	Iteration 162Q: 3 clusters Score -2281396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2281411.250000 Penalty: 11463.847656
	Iteration 163Q: 3 clusters Score -2281411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2281422.250000 Penalty: 11463.847656
	Iteration 164Q: 3 clusters Score -2281422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2281434.500000 Penalty: 11463.847656
	Iteration 165Q: 3 clusters Score -2281434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2281449.000000 Penalty: 11463.847656
	Iteration 166Q: 3 clusters Score -2281449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2281454.750000 Penalty: 11463.847656
	Iteration 167Q: 3 clusters Score -2281455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2281459.000000 Penalty: 11463.847656
	Iteration 168Q: 3 clusters Score -2281459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2281466.250000 Penalty: 11463.847656
	Iteration 169Q: 3 clusters Score -2281466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2281470.250000 Penalty: 11463.847656
	Iteration 170Q: 3 clusters Score -2281470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2281477.250000 Penalty: 11463.847656
	Iteration 171Q: 3 clusters Score -2281477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2281480.750000 Penalty: 11463.847656
	Iteration 172Q: 3 clusters Score -2281481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2281488.000000 Penalty: 11463.847656
	Iteration 173Q: 3 clusters Score -2281488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2281495.000000 Penalty: 11463.847656
	Iteration 174Q: 3 clusters Score -2281495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2281499.000000 Penalty: 11463.847656
	Iteration 175Q: 3 clusters Score -2281499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2281508.750000 Penalty: 11463.847656
	Iteration 176Q: 3 clusters Score -2281509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2281508.500000 Penalty: 11463.847656
	Iteration 177Q: 3 clusters Score -2281508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2281514.000000 Penalty: 11463.847656
	Iteration 178Q: 3 clusters Score -2281514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2281519.250000 Penalty: 11463.847656
	Iteration 179Q: 3 clusters Score -2281519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2281524.750000 Penalty: 11463.847656
	Iteration 180F: 3 clusters Score -2281525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2281530.250000 Penalty: 11463.847656
	Iteration 181Q: 3 clusters Score -2281530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2281534.500000 Penalty: 11463.847656
	Iteration 182Q: 3 clusters Score -2281534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2281537.750000 Penalty: 11463.847656
	Iteration 183Q: 3 clusters Score -2281538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2281542.000000 Penalty: 11463.847656
	Iteration 184Q: 3 clusters Score -2281542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2281546.750000 Penalty: 11463.847656
	Iteration 185Q: 3 clusters Score -2281547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2281548.000000 Penalty: 11463.847656
	Iteration 186Q: 3 clusters Score -2281548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2281554.000000 Penalty: 11463.847656
	Iteration 187Q: 3 clusters Score -2281554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2281552.250000 Penalty: 11463.847656
	Iteration 188Q: 3 clusters Score -2281552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2281558.500000 Penalty: 11463.847656
	Iteration 189Q: 3 clusters Score -2281558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2281561.000000 Penalty: 11463.847656
	Iteration 190Q: 3 clusters Score -2281561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2281562.500000 Penalty: 11463.847656
	Iteration 191Q: 3 clusters Score -2281562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2281559.500000 Penalty: 11463.847656
	Iteration 192Q: 3 clusters Score -2281560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2281559.500000 Penalty: 11463.847656
	Iteration 193F: 3 clusters Score -2281560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -104539.835938 Penalty: 3918.119385
	Iteration 0F: 2 clusters Score -104539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101147.914062 Penalty: 7836.238770
	Iteration 0F: 3 clusters Score -101147.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -101591.867188 Penalty: 7836.238770
	Iteration 1F: 3 clusters Score -101591.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -101840.960938 Penalty: 7836.238770
	Iteration 2F: 3 clusters Score -101841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -101979.468750 Penalty: 7836.238770
	Iteration 3Q: 3 clusters Score -101979.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -102076.554688 Penalty: 7836.238770
	Iteration 4Q: 3 clusters Score -102076.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -102222.562500 Penalty: 7836.238770
	Iteration 5Q: 3 clusters Score -102222.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -102355.390625 Penalty: 7836.238770
	Iteration 6Q: 3 clusters Score -102355.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -102522.562500 Penalty: 7836.238770
	Iteration 7Q: 3 clusters Score -102522.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -102945.781250 Penalty: 7836.238770
	Iteration 8Q: 3 clusters Score -102945.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -103362.203125 Penalty: 7836.238770
	Iteration 9Q: 3 clusters Score -103362.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -103759.539062 Penalty: 7836.238770
	Iteration 10Q: 3 clusters Score -103759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -104116.070312 Penalty: 7836.238770
	Iteration 11Q: 3 clusters Score -104116.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -104193.539062 Penalty: 7836.238770
	Iteration 12Q: 3 clusters Score -104193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -104220.664062 Penalty: 7836.238770
	Iteration 13Q: 3 clusters Score -104220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -104225.781250 Penalty: 7836.238770
	Iteration 14Q: 3 clusters Score -104225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -104225.781250 Penalty: 7836.238770
	Iteration 15F: 3 clusters Score -104225.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -168911.531250 Penalty: 4200.227051
	Iteration 0F: 2 clusters Score -168911.5 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 488 members 
Entering Unmasked Estep 
Score: -164981.578125 Penalty: 8400.454102
	Iteration 0F: 3 clusters Score -164981.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -165469.687500 Penalty: 8400.454102
	Iteration 1F: 3 clusters Score -165469.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -165700.312500 Penalty: 8400.454102
	Iteration 2F: 3 clusters Score -165700.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165918.671875 Penalty: 8400.454102
	Iteration 3Q: 3 clusters Score -165918.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -166151.812500 Penalty: 8400.454102
	Iteration 4F: 3 clusters Score -166151.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -166454.828125 Penalty: 8400.454102
	Iteration 5Q: 3 clusters Score -166454.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166919.937500 Penalty: 8400.454102
	Iteration 6Q: 3 clusters Score -166919.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167614.781250 Penalty: 8400.454102
	Iteration 7Q: 3 clusters Score -167614.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -168158.421875 Penalty: 8400.454102
	Iteration 8Q: 3 clusters Score -168158.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -168355.234375 Penalty: 8400.454102
	Iteration 9Q: 3 clusters Score -168355.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -168475.406250 Penalty: 8400.454102
	Iteration 10Q: 3 clusters Score -168475.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -168580.328125 Penalty: 8400.454102
	Iteration 11Q: 3 clusters Score -168580.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -168630.296875 Penalty: 8400.454102
	Iteration 12Q: 3 clusters Score -168630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -168668.812500 Penalty: 8400.454102
	Iteration 13Q: 3 clusters Score -168668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -168709.250000 Penalty: 8400.454102
	Iteration 14Q: 3 clusters Score -168709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168744.656250 Penalty: 8400.454102
	Iteration 15Q: 3 clusters Score -168744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -168766.515625 Penalty: 8400.454102
	Iteration 16Q: 3 clusters Score -168766.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -168786.187500 Penalty: 8400.454102
	Iteration 17Q: 3 clusters Score -168786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -168831.968750 Penalty: 8400.454102
	Iteration 18Q: 3 clusters Score -168832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -168902.296875 Penalty: 8400.454102
	Iteration 19Q: 3 clusters Score -168902.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -169127.656250 Penalty: 8400.454102
	Iteration 20F: 3 clusters Score -169127.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -169302.000000 Penalty: 8400.454102
	Iteration 21Q: 3 clusters Score -169302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -169378.187500 Penalty: 8400.454102
	Iteration 22Q: 3 clusters Score -169378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -169433.062500 Penalty: 8400.454102
	Iteration 23Q: 3 clusters Score -169433.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -169465.156250 Penalty: 8400.454102
	Iteration 24Q: 3 clusters Score -169465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -169470.750000 Penalty: 8400.454102
	Iteration 25Q: 3 clusters Score -169470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -169477.968750 Penalty: 8400.454102
	Iteration 26Q: 3 clusters Score -169478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -169490.687500 Penalty: 8400.454102
	Iteration 27F: 3 clusters Score -169490.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -169581.203125 Penalty: 8400.454102
	Iteration 28Q: 3 clusters Score -169581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -169643.875000 Penalty: 8400.454102
	Iteration 29Q: 3 clusters Score -169643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -169683.750000 Penalty: 8400.454102
	Iteration 30Q: 3 clusters Score -169683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -169691.500000 Penalty: 8400.454102
	Iteration 31Q: 3 clusters Score -169691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -169691.500000 Penalty: 8400.454102
	Iteration 32F: 3 clusters Score -169691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 11594 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15428 members 
Mstep: Class 7 contains 76853 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15563 members 
Mstep: Class 16 contains 87671 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43639 members 
Mstep: Class 25 contains 22385 members 
Mstep: Class 26 contains 594 members 
Entering Unmasked Estep 
Score: -89437832.000000 Penalty: 207010.437500
Splitting cluster 4 changes total score from -89440896.000000 to -89437832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Entering Unmasked Estep 
Score: -1222147.125000 Penalty: 5319.299316
	Iteration 0F: 2 clusters Score -1222147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1214506.500000 Penalty: 10638.598633
	Iteration 0F: 3 clusters Score -1214506 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1215774.375000 Penalty: 10638.598633
	Iteration 1F: 3 clusters Score -1215774 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1216102.500000 Penalty: 10638.598633
	Iteration 2F: 3 clusters Score -1216102 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1216284.125000 Penalty: 10638.598633
	Iteration 3Q: 3 clusters Score -1216284 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1216415.125000 Penalty: 10638.598633
	Iteration 4Q: 3 clusters Score -1216415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1216493.875000 Penalty: 10638.598633
	Iteration 5Q: 3 clusters Score -1216494 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1216554.875000 Penalty: 10638.598633
	Iteration 6Q: 3 clusters Score -1216555 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1216596.625000 Penalty: 10638.598633
	Iteration 7Q: 3 clusters Score -1216597 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1216624.500000 Penalty: 10638.598633
	Iteration 8Q: 3 clusters Score -1216624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1216645.250000 Penalty: 10638.598633
	Iteration 9Q: 3 clusters Score -1216645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1216665.625000 Penalty: 10638.598633
	Iteration 10Q: 3 clusters Score -1216666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1216683.875000 Penalty: 10638.598633
	Iteration 11Q: 3 clusters Score -1216684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1216694.625000 Penalty: 10638.598633
	Iteration 12Q: 3 clusters Score -1216695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1216704.250000 Penalty: 10638.598633
	Iteration 13Q: 3 clusters Score -1216704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1216711.375000 Penalty: 10638.598633
	Iteration 14Q: 3 clusters Score -1216711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1216721.875000 Penalty: 10638.598633
	Iteration 15Q: 3 clusters Score -1216722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1216733.125000 Penalty: 10638.598633
	Iteration 16Q: 3 clusters Score -1216733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1216745.125000 Penalty: 10638.598633
	Iteration 17Q: 3 clusters Score -1216745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1216752.375000 Penalty: 10638.598633
	Iteration 18Q: 3 clusters Score -1216752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1216751.750000 Penalty: 10638.598633
	Iteration 19Q: 3 clusters Score -1216752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1216754.500000 Penalty: 10638.598633
	Iteration 20F: 3 clusters Score -1216754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1216756.250000 Penalty: 10638.598633
	Iteration 21Q: 3 clusters Score -1216756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1216756.500000 Penalty: 10638.598633
	Iteration 22Q: 3 clusters Score -1216756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1216756.500000 Penalty: 10638.598633
	Iteration 23F: 3 clusters Score -1216756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Entering Unmasked Estep 
Score: -3068214.250000 Penalty: 5906.912598
	Iteration 0F: 2 clusters Score -3068214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3054539.500000 Penalty: 11813.825195
	Iteration 0F: 3 clusters Score -3054540 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3057917.500000 Penalty: 11813.825195
	Iteration 1F: 3 clusters Score -3057918 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3058466.500000 Penalty: 11813.825195
	Iteration 2F: 3 clusters Score -3058466 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3058841.250000 Penalty: 11813.825195
	Iteration 3Q: 3 clusters Score -3058841 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -3059153.000000 Penalty: 11813.825195
	Iteration 4Q: 3 clusters Score -3059153 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3059431.500000 Penalty: 11813.825195
	Iteration 5Q: 3 clusters Score -3059432 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3059681.000000 Penalty: 11813.825195
	Iteration 6Q: 3 clusters Score -3059681 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3059895.000000 Penalty: 11813.825195
	Iteration 7Q: 3 clusters Score -3059895 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3060051.250000 Penalty: 11813.825195
	Iteration 8Q: 3 clusters Score -3060051 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3060224.000000 Penalty: 11813.825195
	Iteration 9Q: 3 clusters Score -3060224 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3060375.750000 Penalty: 11813.825195
	Iteration 10Q: 3 clusters Score -3060376 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3060480.500000 Penalty: 11813.825195
	Iteration 11Q: 3 clusters Score -3060480 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3060594.500000 Penalty: 11813.825195
	Iteration 12Q: 3 clusters Score -3060594 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3060705.250000 Penalty: 11813.825195
	Iteration 13Q: 3 clusters Score -3060705 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3060838.750000 Penalty: 11813.825195
	Iteration 14Q: 3 clusters Score -3060839 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3060958.000000 Penalty: 11813.825195
	Iteration 15Q: 3 clusters Score -3060958 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3061074.750000 Penalty: 11813.825195
	Iteration 16Q: 3 clusters Score -3061075 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3061169.000000 Penalty: 11813.825195
	Iteration 17Q: 3 clusters Score -3061169 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3061268.250000 Penalty: 11813.825195
	Iteration 18Q: 3 clusters Score -3061268 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3061380.000000 Penalty: 11813.825195
	Iteration 19Q: 3 clusters Score -3061380 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3061463.500000 Penalty: 11813.825195
	Iteration 20F: 3 clusters Score -3061464 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3061548.250000 Penalty: 11813.825195
	Iteration 21Q: 3 clusters Score -3061548 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3061690.250000 Penalty: 11813.825195
	Iteration 22Q: 3 clusters Score -3061690 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3061775.500000 Penalty: 11813.825195
	Iteration 23Q: 3 clusters Score -3061776 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3061867.750000 Penalty: 11813.825195
	Iteration 24Q: 3 clusters Score -3061868 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3061972.250000 Penalty: 11813.825195
	Iteration 25Q: 3 clusters Score -3061972 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3062065.000000 Penalty: 11813.825195
	Iteration 26Q: 3 clusters Score -3062065 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3062159.000000 Penalty: 11813.825195
	Iteration 27Q: 3 clusters Score -3062159 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3062211.500000 Penalty: 11813.825195
	Iteration 28Q: 3 clusters Score -3062212 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3062294.000000 Penalty: 11813.825195
	Iteration 29Q: 3 clusters Score -3062294 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3062373.250000 Penalty: 11813.825195
	Iteration 30Q: 3 clusters Score -3062373 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3062441.250000 Penalty: 11813.825195
	Iteration 31Q: 3 clusters Score -3062441 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3062511.750000 Penalty: 11813.825195
	Iteration 32Q: 3 clusters Score -3062512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3062573.000000 Penalty: 11813.825195
	Iteration 33Q: 3 clusters Score -3062573 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3062616.000000 Penalty: 11813.825195
	Iteration 34Q: 3 clusters Score -3062616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3062655.500000 Penalty: 11813.825195
	Iteration 35Q: 3 clusters Score -3062656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3062689.000000 Penalty: 11813.825195
	Iteration 36Q: 3 clusters Score -3062689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3062720.000000 Penalty: 11813.825195
	Iteration 37Q: 3 clusters Score -3062720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3062761.750000 Penalty: 11813.825195
	Iteration 38Q: 3 clusters Score -3062762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3062786.500000 Penalty: 11813.825195
	Iteration 39Q: 3 clusters Score -3062786 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3062822.250000 Penalty: 11813.825195
	Iteration 40F: 3 clusters Score -3062822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3062859.000000 Penalty: 11813.825195
	Iteration 41Q: 3 clusters Score -3062859 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3062890.500000 Penalty: 11813.825195
	Iteration 42Q: 3 clusters Score -3062890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3062939.250000 Penalty: 11813.825195
	Iteration 43Q: 3 clusters Score -3062939 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3062954.000000 Penalty: 11813.825195
	Iteration 44Q: 3 clusters Score -3062954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3062978.500000 Penalty: 11813.825195
	Iteration 45Q: 3 clusters Score -3062978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3062986.750000 Penalty: 11813.825195
	Iteration 46Q: 3 clusters Score -3062987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3063001.750000 Penalty: 11813.825195
	Iteration 47Q: 3 clusters Score -3063002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3063017.250000 Penalty: 11813.825195
	Iteration 48Q: 3 clusters Score -3063017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3063050.750000 Penalty: 11813.825195
	Iteration 49Q: 3 clusters Score -3063051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3063077.500000 Penalty: 11813.825195
	Iteration 50Q: 3 clusters Score -3063078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3063100.250000 Penalty: 11813.825195
	Iteration 51Q: 3 clusters Score -3063100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3063127.750000 Penalty: 11813.825195
	Iteration 52Q: 3 clusters Score -3063128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3063158.750000 Penalty: 11813.825195
	Iteration 53Q: 3 clusters Score -3063159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3063168.250000 Penalty: 11813.825195
	Iteration 54Q: 3 clusters Score -3063168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3063187.500000 Penalty: 11813.825195
	Iteration 55Q: 3 clusters Score -3063188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3063201.000000 Penalty: 11813.825195
	Iteration 56Q: 3 clusters Score -3063201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3063218.500000 Penalty: 11813.825195
	Iteration 57Q: 3 clusters Score -3063218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3063220.250000 Penalty: 11813.825195
	Iteration 58Q: 3 clusters Score -3063220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3063226.500000 Penalty: 11813.825195
	Iteration 59Q: 3 clusters Score -3063226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3063230.000000 Penalty: 11813.825195
	Iteration 60F: 3 clusters Score -3063230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3063229.250000 Penalty: 11813.825195
	Iteration 61Q: 3 clusters Score -3063229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3063231.500000 Penalty: 11813.825195
	Iteration 62Q: 3 clusters Score -3063232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3063230.750000 Penalty: 11813.825195
	Iteration 63Q: 3 clusters Score -3063231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3063237.000000 Penalty: 11813.825195
	Iteration 64Q: 3 clusters Score -3063237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3063235.500000 Penalty: 11813.825195
	Iteration 65Q: 3 clusters Score -3063236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3063235.500000 Penalty: 11813.825195
	Iteration 66F: 3 clusters Score -3063236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Entering Unmasked Estep 
Score: -15904678.000000 Penalty: 6890.410645
	Iteration 0F: 2 clusters Score -1.590468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -15851469.000000 Penalty: 13780.821289
	Iteration 0F: 3 clusters Score -1.585147e+07 nChanged 34799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -15870608.000000 Penalty: 13780.821289
	Iteration 1F: 3 clusters Score -1.587061e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -15871920.000000 Penalty: 13780.821289
	Iteration 2Q: 3 clusters Score -1.587192e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -15873361.000000 Penalty: 13780.821289
	Iteration 3Q: 3 clusters Score -1.587336e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -15875145.000000 Penalty: 13780.821289
	Iteration 4Q: 3 clusters Score -1.587514e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -15877026.000000 Penalty: 13780.821289
	Iteration 5F: 3 clusters Score -1.587703e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -15879222.000000 Penalty: 13780.821289
	Iteration 6F: 3 clusters Score -1.587922e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -15881852.000000 Penalty: 13780.821289
	Iteration 7F: 3 clusters Score -1.588185e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -15884476.000000 Penalty: 13780.821289
	Iteration 8F: 3 clusters Score -1.588448e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -15886862.000000 Penalty: 13780.821289
	Iteration 9F: 3 clusters Score -1.588686e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -15888870.000000 Penalty: 13780.821289
	Iteration 10Q: 3 clusters Score -1.588887e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -15890853.000000 Penalty: 13780.821289
	Iteration 11Q: 3 clusters Score -1.589085e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -15892646.000000 Penalty: 13780.821289
	Iteration 12Q: 3 clusters Score -1.589265e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -15894074.000000 Penalty: 13780.821289
	Iteration 13Q: 3 clusters Score -1.589407e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -15895265.000000 Penalty: 13780.821289
	Iteration 14Q: 3 clusters Score -1.589526e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -15896186.000000 Penalty: 13780.821289
	Iteration 15Q: 3 clusters Score -1.589619e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73562 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -15896939.000000 Penalty: 13780.821289
	Iteration 16Q: 3 clusters Score -1.589694e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -15897405.000000 Penalty: 13780.821289
	Iteration 17Q: 3 clusters Score -1.58974e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -15897818.000000 Penalty: 13780.821289
	Iteration 18Q: 3 clusters Score -1.589782e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -15898063.000000 Penalty: 13780.821289
	Iteration 19Q: 3 clusters Score -1.589806e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -15898180.000000 Penalty: 13780.821289
	Iteration 20F: 3 clusters Score -1.589818e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -15898299.000000 Penalty: 13780.821289
	Iteration 21Q: 3 clusters Score -1.58983e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -15898414.000000 Penalty: 13780.821289
	Iteration 22Q: 3 clusters Score -1.589841e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -15898523.000000 Penalty: 13780.821289
	Iteration 23Q: 3 clusters Score -1.589852e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -15898594.000000 Penalty: 13780.821289
	Iteration 24Q: 3 clusters Score -1.589859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -15898619.000000 Penalty: 13780.821289
	Iteration 25Q: 3 clusters Score -1.589862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -15898654.000000 Penalty: 13780.821289
	Iteration 26Q: 3 clusters Score -1.589865e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -15898668.000000 Penalty: 13780.821289
	Iteration 27Q: 3 clusters Score -1.589867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -15898698.000000 Penalty: 13780.821289
	Iteration 28Q: 3 clusters Score -1.58987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15898699.000000 Penalty: 13780.821289
	Iteration 29Q: 3 clusters Score -1.58987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15898705.000000 Penalty: 13780.821289
	Iteration 30Q: 3 clusters Score -1.58987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -15898725.000000 Penalty: 13780.821289
	Iteration 31Q: 3 clusters Score -1.589872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15898720.000000 Penalty: 13780.821289
	Iteration 32Q: 3 clusters Score -1.589872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -15898723.000000 Penalty: 13780.821289
	Iteration 33Q: 3 clusters Score -1.589872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -15898728.000000 Penalty: 13780.821289
	Iteration 34Q: 3 clusters Score -1.589873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -15898725.000000 Penalty: 13780.821289
	Iteration 35Q: 3 clusters Score -1.589872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -15898733.000000 Penalty: 13780.821289
	Iteration 36Q: 3 clusters Score -1.589873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75559 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15898752.000000 Penalty: 13780.821289
	Iteration 37Q: 3 clusters Score -1.589875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -15898770.000000 Penalty: 13780.821289
	Iteration 38Q: 3 clusters Score -1.589877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -15898769.000000 Penalty: 13780.821289
	Iteration 39Q: 3 clusters Score -1.589877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75575 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -15898774.000000 Penalty: 13780.821289
	Iteration 40F: 3 clusters Score -1.589877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -15898790.000000 Penalty: 13780.821289
	Iteration 41Q: 3 clusters Score -1.589879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -15898802.000000 Penalty: 13780.821289
	Iteration 42Q: 3 clusters Score -1.58988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -15898827.000000 Penalty: 13780.821289
	Iteration 43Q: 3 clusters Score -1.589883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -15898832.000000 Penalty: 13780.821289
	Iteration 44Q: 3 clusters Score -1.589883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -15898834.000000 Penalty: 13780.821289
	Iteration 45Q: 3 clusters Score -1.589883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15898834.000000 Penalty: 13780.821289
	Iteration 46Q: 3 clusters Score -1.589883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15898834.000000 Penalty: 13780.821289
	Iteration 47F: 3 clusters Score -1.589883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102467.562500 Penalty: 3872.571045
	Iteration 0F: 2 clusters Score -102467.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -98961.937500 Penalty: 7745.142090
	Iteration 0F: 3 clusters Score -98961.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -99176.484375 Penalty: 7745.142090
	Iteration 1F: 3 clusters Score -99176.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -99222.710938 Penalty: 7745.142090
	Iteration 2Q: 3 clusters Score -99222.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99236.773438 Penalty: 7745.142090
	Iteration 3Q: 3 clusters Score -99236.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99254.882812 Penalty: 7745.142090
	Iteration 4Q: 3 clusters Score -99254.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99267.343750 Penalty: 7745.142090
	Iteration 5Q: 3 clusters Score -99267.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99267.343750 Penalty: 7745.142090
	Iteration 6F: 3 clusters Score -99267.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Entering Unmasked Estep 
Score: -1749398.625000 Penalty: 5563.661621
	Iteration 0F: 2 clusters Score -1749399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1739913.500000 Penalty: 11127.323242
	Iteration 0F: 3 clusters Score -1739914 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1741839.125000 Penalty: 11127.323242
	Iteration 1F: 3 clusters Score -1741839 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1742280.125000 Penalty: 11127.323242
	Iteration 2F: 3 clusters Score -1742280 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1742561.750000 Penalty: 11127.323242
	Iteration 3F: 3 clusters Score -1742562 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1742745.000000 Penalty: 11127.323242
	Iteration 4Q: 3 clusters Score -1742745 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1742866.250000 Penalty: 11127.323242
	Iteration 5Q: 3 clusters Score -1742866 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1742966.375000 Penalty: 11127.323242
	Iteration 6Q: 3 clusters Score -1742966 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1743048.125000 Penalty: 11127.323242
	Iteration 7Q: 3 clusters Score -1743048 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1743124.625000 Penalty: 11127.323242
	Iteration 8Q: 3 clusters Score -1743125 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1743192.875000 Penalty: 11127.323242
	Iteration 9Q: 3 clusters Score -1743193 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1743260.000000 Penalty: 11127.323242
	Iteration 10Q: 3 clusters Score -1743260 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1743326.500000 Penalty: 11127.323242
	Iteration 11Q: 3 clusters Score -1743326 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1743394.250000 Penalty: 11127.323242
	Iteration 12Q: 3 clusters Score -1743394 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1743461.375000 Penalty: 11127.323242
	Iteration 13Q: 3 clusters Score -1743461 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1743520.375000 Penalty: 11127.323242
	Iteration 14Q: 3 clusters Score -1743520 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1743578.250000 Penalty: 11127.323242
	Iteration 15Q: 3 clusters Score -1743578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1743635.750000 Penalty: 11127.323242
	Iteration 16Q: 3 clusters Score -1743636 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1743708.625000 Penalty: 11127.323242
	Iteration 17Q: 3 clusters Score -1743709 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1743802.250000 Penalty: 11127.323242
	Iteration 18Q: 3 clusters Score -1743802 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1743896.500000 Penalty: 11127.323242
	Iteration 19Q: 3 clusters Score -1743896 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1744020.000000 Penalty: 11127.323242
	Iteration 20F: 3 clusters Score -1744020 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1744127.000000 Penalty: 11127.323242
	Iteration 21Q: 3 clusters Score -1744127 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1744248.625000 Penalty: 11127.323242
	Iteration 22Q: 3 clusters Score -1744249 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1744365.500000 Penalty: 11127.323242
	Iteration 23Q: 3 clusters Score -1744366 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1744484.750000 Penalty: 11127.323242
	Iteration 24Q: 3 clusters Score -1744485 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1744601.625000 Penalty: 11127.323242
	Iteration 25Q: 3 clusters Score -1744602 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1744732.875000 Penalty: 11127.323242
	Iteration 26Q: 3 clusters Score -1744733 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1744845.000000 Penalty: 11127.323242
	Iteration 27Q: 3 clusters Score -1744845 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1745001.000000 Penalty: 11127.323242
	Iteration 28Q: 3 clusters Score -1745001 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1745140.500000 Penalty: 11127.323242
	Iteration 29Q: 3 clusters Score -1745140 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1745269.125000 Penalty: 11127.323242
	Iteration 30Q: 3 clusters Score -1745269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1745369.375000 Penalty: 11127.323242
	Iteration 31Q: 3 clusters Score -1745369 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1745438.500000 Penalty: 11127.323242
	Iteration 32Q: 3 clusters Score -1745438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1745480.875000 Penalty: 11127.323242
	Iteration 33Q: 3 clusters Score -1745481 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1745523.625000 Penalty: 11127.323242
	Iteration 34Q: 3 clusters Score -1745524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1745551.750000 Penalty: 11127.323242
	Iteration 35Q: 3 clusters Score -1745552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1745576.750000 Penalty: 11127.323242
	Iteration 36Q: 3 clusters Score -1745577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1745590.625000 Penalty: 11127.323242
	Iteration 37Q: 3 clusters Score -1745591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1745608.000000 Penalty: 11127.323242
	Iteration 38Q: 3 clusters Score -1745608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1745618.625000 Penalty: 11127.323242
	Iteration 39Q: 3 clusters Score -1745619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1745632.000000 Penalty: 11127.323242
	Iteration 40F: 3 clusters Score -1745632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1745641.125000 Penalty: 11127.323242
	Iteration 41Q: 3 clusters Score -1745641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1745651.625000 Penalty: 11127.323242
	Iteration 42Q: 3 clusters Score -1745652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1745658.875000 Penalty: 11127.323242
	Iteration 43Q: 3 clusters Score -1745659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1745663.250000 Penalty: 11127.323242
	Iteration 44Q: 3 clusters Score -1745663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1745670.625000 Penalty: 11127.323242
	Iteration 45Q: 3 clusters Score -1745671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1745674.000000 Penalty: 11127.323242
	Iteration 46Q: 3 clusters Score -1745674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1745675.500000 Penalty: 11127.323242
	Iteration 47Q: 3 clusters Score -1745676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1745675.125000 Penalty: 11127.323242
	Iteration 48Q: 3 clusters Score -1745675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1745678.625000 Penalty: 11127.323242
	Iteration 49Q: 3 clusters Score -1745679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1745681.250000 Penalty: 11127.323242
	Iteration 50Q: 3 clusters Score -1745681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1745683.750000 Penalty: 11127.323242
	Iteration 51Q: 3 clusters Score -1745684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1745685.375000 Penalty: 11127.323242
	Iteration 52Q: 3 clusters Score -1745685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1745685.375000 Penalty: 11127.323242
	Iteration 53Q: 3 clusters Score -1745685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1745685.750000 Penalty: 11127.323242
	Iteration 54Q: 3 clusters Score -1745686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1745684.750000 Penalty: 11127.323242
	Iteration 55Q: 3 clusters Score -1745685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1745684.750000 Penalty: 11127.323242
	Iteration 56F: 3 clusters Score -1745685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -103731.398438 Penalty: 3849.032227
	Iteration 0F: 2 clusters Score -103731.4 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 264 members 
Entering Unmasked Estep 
Score: -100239.515625 Penalty: 7698.064453
	Iteration 0F: 3 clusters Score -100239.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100365.617188 Penalty: 7698.064453
	Iteration 1F: 3 clusters Score -100365.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -100432.335938 Penalty: 7698.064453
	Iteration 2Q: 3 clusters Score -100432.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -100462.406250 Penalty: 7698.064453
	Iteration 3Q: 3 clusters Score -100462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -100475.101562 Penalty: 7698.064453
	Iteration 4Q: 3 clusters Score -100475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100488.679688 Penalty: 7698.064453
	Iteration 5Q: 3 clusters Score -100488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100495.507812 Penalty: 7698.064453
	Iteration 6Q: 3 clusters Score -100495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100495.507812 Penalty: 7698.064453
	Iteration 7F: 3 clusters Score -100495.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -130787.718750 Penalty: 4050.697754
	Iteration 0F: 2 clusters Score -130787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -127125.007812 Penalty: 8101.395508
	Iteration 0F: 3 clusters Score -127125 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -127553.000000 Penalty: 8101.395508
	Iteration 1F: 3 clusters Score -127553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -128019.218750 Penalty: 8101.395508
	Iteration 2F: 3 clusters Score -128019.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -128430.640625 Penalty: 8101.395508
	Iteration 3Q: 3 clusters Score -128430.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -128768.476562 Penalty: 8101.395508
	Iteration 4F: 3 clusters Score -128768.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -129195.867188 Penalty: 8101.395508
	Iteration 5Q: 3 clusters Score -129195.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -129509.515625 Penalty: 8101.395508
	Iteration 6Q: 3 clusters Score -129509.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -129537.156250 Penalty: 8101.395508
	Iteration 7Q: 3 clusters Score -129537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -129575.289062 Penalty: 8101.395508
	Iteration 8Q: 3 clusters Score -129575.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -129602.101562 Penalty: 8101.395508
	Iteration 9Q: 3 clusters Score -129602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -129629.945312 Penalty: 8101.395508
	Iteration 10Q: 3 clusters Score -129629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -129642.539062 Penalty: 8101.395508
	Iteration 11Q: 3 clusters Score -129642.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -129658.382812 Penalty: 8101.395508
	Iteration 12Q: 3 clusters Score -129658.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -129674.445312 Penalty: 8101.395508
	Iteration 13Q: 3 clusters Score -129674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -129678.476562 Penalty: 8101.395508
	Iteration 14Q: 3 clusters Score -129678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -129678.476562 Penalty: 8101.395508
	Iteration 15F: 3 clusters Score -129678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -99908.726562 Penalty: 3858.106445
	Iteration 0F: 2 clusters Score -99908.73 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 272 members 
Entering Unmasked Estep 
Score: -96469.140625 Penalty: 7716.212891
	Iteration 0F: 3 clusters Score -96469.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96671.218750 Penalty: 7716.212891
	Iteration 1F: 3 clusters Score -96671.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96728.179688 Penalty: 7716.212891
	Iteration 2Q: 3 clusters Score -96728.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96753.390625 Penalty: 7716.212891
	Iteration 3Q: 3 clusters Score -96753.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -96807.570312 Penalty: 7716.212891
	Iteration 4Q: 3 clusters Score -96807.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96854.179688 Penalty: 7716.212891
	Iteration 5Q: 3 clusters Score -96854.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96864.414062 Penalty: 7716.212891
	Iteration 6Q: 3 clusters Score -96864.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96868.054688 Penalty: 7716.212891
	Iteration 7Q: 3 clusters Score -96868.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -96871.734375 Penalty: 7716.212891
	Iteration 8Q: 3 clusters Score -96871.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -96871.734375 Penalty: 7716.212891
	Iteration 9F: 3 clusters Score -96871.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Entering Unmasked Estep 
Score: -5094133.000000 Penalty: 6195.092773
	Iteration 0F: 2 clusters Score -5094133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5074607.000000 Penalty: 12390.185547
	Iteration 0F: 3 clusters Score -5074607 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -5079954.000000 Penalty: 12390.185547
	Iteration 1F: 3 clusters Score -5079954 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5080580.000000 Penalty: 12390.185547
	Iteration 2F: 3 clusters Score -5080580 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -5081046.500000 Penalty: 12390.185547
	Iteration 3Q: 3 clusters Score -5081046 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -5081438.500000 Penalty: 12390.185547
	Iteration 4Q: 3 clusters Score -5081438 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -5081748.500000 Penalty: 12390.185547
	Iteration 5Q: 3 clusters Score -5081748 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -5082040.500000 Penalty: 12390.185547
	Iteration 6Q: 3 clusters Score -5082040 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -5082379.000000 Penalty: 12390.185547
	Iteration 7Q: 3 clusters Score -5082379 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -5082735.500000 Penalty: 12390.185547
	Iteration 8Q: 3 clusters Score -5082736 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -5083163.000000 Penalty: 12390.185547
	Iteration 9Q: 3 clusters Score -5083163 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -5083646.500000 Penalty: 12390.185547
	Iteration 10Q: 3 clusters Score -5083646 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -5084304.000000 Penalty: 12390.185547
	Iteration 11Q: 3 clusters Score -5084304 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -5084969.500000 Penalty: 12390.185547
	Iteration 12Q: 3 clusters Score -5084970 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5085510.000000 Penalty: 12390.185547
	Iteration 13Q: 3 clusters Score -5085510 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5086000.500000 Penalty: 12390.185547
	Iteration 14Q: 3 clusters Score -5086000 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -5086484.000000 Penalty: 12390.185547
	Iteration 15Q: 3 clusters Score -5086484 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -5086872.500000 Penalty: 12390.185547
	Iteration 16Q: 3 clusters Score -5086872 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -5087217.000000 Penalty: 12390.185547
	Iteration 17Q: 3 clusters Score -5087217 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5087504.000000 Penalty: 12390.185547
	Iteration 18Q: 3 clusters Score -5087504 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -5087727.500000 Penalty: 12390.185547
	Iteration 19Q: 3 clusters Score -5087728 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5087905.000000 Penalty: 12390.185547
	Iteration 20F: 3 clusters Score -5087905 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -5088066.000000 Penalty: 12390.185547
	Iteration 21Q: 3 clusters Score -5088066 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -5088213.000000 Penalty: 12390.185547
	Iteration 22Q: 3 clusters Score -5088213 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -5088331.000000 Penalty: 12390.185547
	Iteration 23Q: 3 clusters Score -5088331 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5088422.500000 Penalty: 12390.185547
	Iteration 24Q: 3 clusters Score -5088422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -5088514.500000 Penalty: 12390.185547
	Iteration 25Q: 3 clusters Score -5088514 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -5088576.000000 Penalty: 12390.185547
	Iteration 26Q: 3 clusters Score -5088576 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5088616.500000 Penalty: 12390.185547
	Iteration 27Q: 3 clusters Score -5088616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -5088647.000000 Penalty: 12390.185547
	Iteration 28Q: 3 clusters Score -5088647 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -5088686.500000 Penalty: 12390.185547
	Iteration 29Q: 3 clusters Score -5088686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5088711.000000 Penalty: 12390.185547
	Iteration 30Q: 3 clusters Score -5088711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5088735.000000 Penalty: 12390.185547
	Iteration 31Q: 3 clusters Score -5088735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -5088751.500000 Penalty: 12390.185547
	Iteration 32Q: 3 clusters Score -5088752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -5088769.000000 Penalty: 12390.185547
	Iteration 33Q: 3 clusters Score -5088769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -5088791.000000 Penalty: 12390.185547
	Iteration 34Q: 3 clusters Score -5088791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -5088803.000000 Penalty: 12390.185547
	Iteration 35Q: 3 clusters Score -5088803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -5088820.000000 Penalty: 12390.185547
	Iteration 36Q: 3 clusters Score -5088820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5088848.500000 Penalty: 12390.185547
	Iteration 37Q: 3 clusters Score -5088848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5088837.000000 Penalty: 12390.185547
	Iteration 38Q: 3 clusters Score -5088837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -5088836.000000 Penalty: 12390.185547
	Iteration 39Q: 3 clusters Score -5088836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -5088840.500000 Penalty: 12390.185547
	Iteration 40F: 3 clusters Score -5088840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5088843.000000 Penalty: 12390.185547
	Iteration 41Q: 3 clusters Score -5088843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -5088853.000000 Penalty: 12390.185547
	Iteration 42Q: 3 clusters Score -5088853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -5088864.500000 Penalty: 12390.185547
	Iteration 43Q: 3 clusters Score -5088864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5088864.500000 Penalty: 12390.185547
	Iteration 44Q: 3 clusters Score -5088864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5088878.500000 Penalty: 12390.185547
	Iteration 45Q: 3 clusters Score -5088878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5088880.500000 Penalty: 12390.185547
	Iteration 46Q: 3 clusters Score -5088880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5088884.500000 Penalty: 12390.185547
	Iteration 47Q: 3 clusters Score -5088884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -5088891.500000 Penalty: 12390.185547
	Iteration 48Q: 3 clusters Score -5088892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5088887.000000 Penalty: 12390.185547
	Iteration 49Q: 3 clusters Score -5088887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -5088897.500000 Penalty: 12390.185547
	Iteration 50Q: 3 clusters Score -5088898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5088894.000000 Penalty: 12390.185547
	Iteration 51Q: 3 clusters Score -5088894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -5088903.500000 Penalty: 12390.185547
	Iteration 52Q: 3 clusters Score -5088904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -5088909.000000 Penalty: 12390.185547
	Iteration 53Q: 3 clusters Score -5088909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5088904.500000 Penalty: 12390.185547
	Iteration 54Q: 3 clusters Score -5088904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5088909.000000 Penalty: 12390.185547
	Iteration 55Q: 3 clusters Score -5088909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5088909.000000 Penalty: 12390.185547
	Iteration 56F: 3 clusters Score -5088909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -126558.226562 Penalty: 4023.807373
	Iteration 0F: 2 clusters Score -126558.2 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 353 members 
Entering Unmasked Estep 
Score: -122941.632812 Penalty: 8047.614746
	Iteration 0F: 3 clusters Score -122941.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -123260.640625 Penalty: 8047.614746
	Iteration 1F: 3 clusters Score -123260.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -123460.906250 Penalty: 8047.614746
	Iteration 2Q: 3 clusters Score -123460.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -123631.835938 Penalty: 8047.614746
	Iteration 3Q: 3 clusters Score -123631.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -123758.648438 Penalty: 8047.614746
	Iteration 4Q: 3 clusters Score -123758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -123806.898438 Penalty: 8047.614746
	Iteration 5Q: 3 clusters Score -123806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -123822.210938 Penalty: 8047.614746
	Iteration 6Q: 3 clusters Score -123822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -123833.664062 Penalty: 8047.614746
	Iteration 7Q: 3 clusters Score -123833.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -123854.617188 Penalty: 8047.614746
	Iteration 8Q: 3 clusters Score -123854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -123866.070312 Penalty: 8047.614746
	Iteration 9Q: 3 clusters Score -123866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -123867.765625 Penalty: 8047.614746
	Iteration 10Q: 3 clusters Score -123867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -123867.765625 Penalty: 8047.614746
	Iteration 11F: 3 clusters Score -123867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Entering Unmasked Estep 
Score: -3046422.000000 Penalty: 5912.249023
	Iteration 0F: 2 clusters Score -3046422 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 7786 members 
Entering Unmasked Estep 
Score: -3032831.250000 Penalty: 11824.498047
	Iteration 0F: 3 clusters Score -3032831 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3036409.250000 Penalty: 11824.498047
	Iteration 1F: 3 clusters Score -3036409 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3037156.250000 Penalty: 11824.498047
	Iteration 2F: 3 clusters Score -3037156 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3037706.250000 Penalty: 11824.498047
	Iteration 3F: 3 clusters Score -3037706 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3038124.750000 Penalty: 11824.498047
	Iteration 4Q: 3 clusters Score -3038125 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3038560.750000 Penalty: 11824.498047
	Iteration 5Q: 3 clusters Score -3038561 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3038948.500000 Penalty: 11824.498047
	Iteration 6Q: 3 clusters Score -3038948 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3039288.500000 Penalty: 11824.498047
	Iteration 7Q: 3 clusters Score -3039288 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3039595.750000 Penalty: 11824.498047
	Iteration 8Q: 3 clusters Score -3039596 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3039881.000000 Penalty: 11824.498047
	Iteration 9Q: 3 clusters Score -3039881 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3040160.750000 Penalty: 11824.498047
	Iteration 10Q: 3 clusters Score -3040161 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3040381.250000 Penalty: 11824.498047
	Iteration 11Q: 3 clusters Score -3040381 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3040606.750000 Penalty: 11824.498047
	Iteration 12Q: 3 clusters Score -3040607 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3040848.500000 Penalty: 11824.498047
	Iteration 13Q: 3 clusters Score -3040848 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3041049.500000 Penalty: 11824.498047
	Iteration 14Q: 3 clusters Score -3041050 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3041203.500000 Penalty: 11824.498047
	Iteration 15Q: 3 clusters Score -3041204 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3041355.250000 Penalty: 11824.498047
	Iteration 16Q: 3 clusters Score -3041355 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3041506.750000 Penalty: 11824.498047
	Iteration 17Q: 3 clusters Score -3041507 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3041661.250000 Penalty: 11824.498047
	Iteration 18Q: 3 clusters Score -3041661 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3041806.000000 Penalty: 11824.498047
	Iteration 19Q: 3 clusters Score -3041806 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3041935.250000 Penalty: 11824.498047
	Iteration 20F: 3 clusters Score -3041935 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3042069.250000 Penalty: 11824.498047
	Iteration 21Q: 3 clusters Score -3042069 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3042148.000000 Penalty: 11824.498047
	Iteration 22Q: 3 clusters Score -3042148 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3042212.000000 Penalty: 11824.498047
	Iteration 23Q: 3 clusters Score -3042212 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3042255.500000 Penalty: 11824.498047
	Iteration 24Q: 3 clusters Score -3042256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3042303.500000 Penalty: 11824.498047
	Iteration 25Q: 3 clusters Score -3042304 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3042338.250000 Penalty: 11824.498047
	Iteration 26Q: 3 clusters Score -3042338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3042366.500000 Penalty: 11824.498047
	Iteration 27Q: 3 clusters Score -3042366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3042377.250000 Penalty: 11824.498047
	Iteration 28Q: 3 clusters Score -3042377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3042410.250000 Penalty: 11824.498047
	Iteration 29Q: 3 clusters Score -3042410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3042434.000000 Penalty: 11824.498047
	Iteration 30Q: 3 clusters Score -3042434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3042441.250000 Penalty: 11824.498047
	Iteration 31Q: 3 clusters Score -3042441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3042445.500000 Penalty: 11824.498047
	Iteration 32Q: 3 clusters Score -3042446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3042450.750000 Penalty: 11824.498047
	Iteration 33Q: 3 clusters Score -3042451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3042450.000000 Penalty: 11824.498047
	Iteration 34Q: 3 clusters Score -3042450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3042457.500000 Penalty: 11824.498047
	Iteration 35Q: 3 clusters Score -3042458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3042464.250000 Penalty: 11824.498047
	Iteration 36Q: 3 clusters Score -3042464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3042458.250000 Penalty: 11824.498047
	Iteration 37Q: 3 clusters Score -3042458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3042462.500000 Penalty: 11824.498047
	Iteration 38Q: 3 clusters Score -3042462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3042458.250000 Penalty: 11824.498047
	Iteration 39Q: 3 clusters Score -3042458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3042460.750000 Penalty: 11824.498047
	Iteration 40F: 3 clusters Score -3042461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3042459.500000 Penalty: 11824.498047
	Iteration 41Q: 3 clusters Score -3042460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3042460.500000 Penalty: 11824.498047
	Iteration 42Q: 3 clusters Score -3042460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3042462.000000 Penalty: 11824.498047
	Iteration 43Q: 3 clusters Score -3042462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3042465.750000 Penalty: 11824.498047
	Iteration 44Q: 3 clusters Score -3042466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3042475.500000 Penalty: 11824.498047
	Iteration 45Q: 3 clusters Score -3042476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3042478.000000 Penalty: 11824.498047
	Iteration 46Q: 3 clusters Score -3042478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3042473.750000 Penalty: 11824.498047
	Iteration 47Q: 3 clusters Score -3042474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3042472.000000 Penalty: 11824.498047
	Iteration 48Q: 3 clusters Score -3042472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3042480.500000 Penalty: 11824.498047
	Iteration 49Q: 3 clusters Score -3042480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3042492.000000 Penalty: 11824.498047
	Iteration 50Q: 3 clusters Score -3042492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3042495.250000 Penalty: 11824.498047
	Iteration 51Q: 3 clusters Score -3042495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3042493.250000 Penalty: 11824.498047
	Iteration 52Q: 3 clusters Score -3042493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3042489.500000 Penalty: 11824.498047
	Iteration 53Q: 3 clusters Score -3042490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3042493.500000 Penalty: 11824.498047
	Iteration 54Q: 3 clusters Score -3042494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3042497.000000 Penalty: 11824.498047
	Iteration 55Q: 3 clusters Score -3042497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3042491.250000 Penalty: 11824.498047
	Iteration 56Q: 3 clusters Score -3042491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3042496.250000 Penalty: 11824.498047
	Iteration 57Q: 3 clusters Score -3042496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3042498.750000 Penalty: 11824.498047
	Iteration 58Q: 3 clusters Score -3042499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3042495.500000 Penalty: 11824.498047
	Iteration 59Q: 3 clusters Score -3042496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3042489.250000 Penalty: 11824.498047
	Iteration 60F: 3 clusters Score -3042489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3042491.000000 Penalty: 11824.498047
	Iteration 61Q: 3 clusters Score -3042491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3042491.500000 Penalty: 11824.498047
	Iteration 62Q: 3 clusters Score -3042492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3042497.750000 Penalty: 11824.498047
	Iteration 63Q: 3 clusters Score -3042498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3042496.250000 Penalty: 11824.498047
	Iteration 64Q: 3 clusters Score -3042496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3042495.500000 Penalty: 11824.498047
	Iteration 65Q: 3 clusters Score -3042496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3042498.250000 Penalty: 11824.498047
	Iteration 66Q: 3 clusters Score -3042498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3042501.000000 Penalty: 11824.498047
	Iteration 67Q: 3 clusters Score -3042501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3042506.250000 Penalty: 11824.498047
	Iteration 68Q: 3 clusters Score -3042506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3042504.000000 Penalty: 11824.498047
	Iteration 69Q: 3 clusters Score -3042504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3042502.500000 Penalty: 11824.498047
	Iteration 70Q: 3 clusters Score -3042502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3042503.250000 Penalty: 11824.498047
	Iteration 71Q: 3 clusters Score -3042503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3042505.750000 Penalty: 11824.498047
	Iteration 72Q: 3 clusters Score -3042506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3042505.750000 Penalty: 11824.498047
	Iteration 73F: 3 clusters Score -3042506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (87671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Entering Unmasked Estep 
Score: -18026604.000000 Penalty: 6971.074707
	Iteration 0F: 2 clusters Score -1.80266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -17966342.000000 Penalty: 13942.149414
	Iteration 0F: 3 clusters Score -1.796634e+07 nChanged 39626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -17987864.000000 Penalty: 13942.149414
	Iteration 1F: 3 clusters Score -1.798786e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -17988760.000000 Penalty: 13942.149414
	Iteration 2Q: 3 clusters Score -1.798876e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -17989780.000000 Penalty: 13942.149414
	Iteration 3Q: 3 clusters Score -1.798978e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -17990770.000000 Penalty: 13942.149414
	Iteration 4Q: 3 clusters Score -1.799077e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -17991850.000000 Penalty: 13942.149414
	Iteration 5Q: 3 clusters Score -1.799185e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -17993180.000000 Penalty: 13942.149414
	Iteration 6Q: 3 clusters Score -1.799318e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -17995130.000000 Penalty: 13942.149414
	Iteration 7Q: 3 clusters Score -1.799513e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -17998358.000000 Penalty: 13942.149414
	Iteration 8F: 3 clusters Score -1.799836e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -18002882.000000 Penalty: 13942.149414
	Iteration 9F: 3 clusters Score -1.800288e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -18008844.000000 Penalty: 13942.149414
	Iteration 10F: 3 clusters Score -1.800884e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80856 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -18014202.000000 Penalty: 13942.149414
	Iteration 11F: 3 clusters Score -1.80142e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -18017520.000000 Penalty: 13942.149414
	Iteration 12Q: 3 clusters Score -1.801752e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -18019026.000000 Penalty: 13942.149414
	Iteration 13Q: 3 clusters Score -1.801903e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18019670.000000 Penalty: 13942.149414
	Iteration 14Q: 3 clusters Score -1.801967e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -18020068.000000 Penalty: 13942.149414
	Iteration 15Q: 3 clusters Score -1.802007e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -18020274.000000 Penalty: 13942.149414
	Iteration 16Q: 3 clusters Score -1.802027e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -18020362.000000 Penalty: 13942.149414
	Iteration 17Q: 3 clusters Score -1.802036e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -18020430.000000 Penalty: 13942.149414
	Iteration 18Q: 3 clusters Score -1.802043e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18020492.000000 Penalty: 13942.149414
	Iteration 19Q: 3 clusters Score -1.802049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -18020550.000000 Penalty: 13942.149414
	Iteration 20F: 3 clusters Score -1.802055e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -18020626.000000 Penalty: 13942.149414
	Iteration 21Q: 3 clusters Score -1.802063e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -18020658.000000 Penalty: 13942.149414
	Iteration 22Q: 3 clusters Score -1.802066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -18020662.000000 Penalty: 13942.149414
	Iteration 23Q: 3 clusters Score -1.802066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -18020662.000000 Penalty: 13942.149414
	Iteration 24Q: 3 clusters Score -1.802066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18020676.000000 Penalty: 13942.149414
	Iteration 25Q: 3 clusters Score -1.802068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18020672.000000 Penalty: 13942.149414
	Iteration 26Q: 3 clusters Score -1.802067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18020678.000000 Penalty: 13942.149414
	Iteration 27Q: 3 clusters Score -1.802068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18020688.000000 Penalty: 13942.149414
	Iteration 28Q: 3 clusters Score -1.802069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18020694.000000 Penalty: 13942.149414
	Iteration 29Q: 3 clusters Score -1.802069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -18020704.000000 Penalty: 13942.149414
	Iteration 30Q: 3 clusters Score -1.80207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -18020708.000000 Penalty: 13942.149414
	Iteration 31Q: 3 clusters Score -1.802071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -18020712.000000 Penalty: 13942.149414
	Iteration 32Q: 3 clusters Score -1.802071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -18020720.000000 Penalty: 13942.149414
	Iteration 33Q: 3 clusters Score -1.802072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -18020720.000000 Penalty: 13942.149414
	Iteration 34F: 3 clusters Score -1.802072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -173773.375000 Penalty: 4156.864258
	Iteration 0F: 2 clusters Score -173773.4 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 427 members 
Entering Unmasked Estep 
Score: -169817.906250 Penalty: 8313.728516
	Iteration 0F: 3 clusters Score -169817.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -170092.359375 Penalty: 8313.728516
	Iteration 1F: 3 clusters Score -170092.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -170173.234375 Penalty: 8313.728516
	Iteration 2Q: 3 clusters Score -170173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -170201.593750 Penalty: 8313.728516
	Iteration 3Q: 3 clusters Score -170201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -170220.578125 Penalty: 8313.728516
	Iteration 4Q: 3 clusters Score -170220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -170233.718750 Penalty: 8313.728516
	Iteration 5Q: 3 clusters Score -170233.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -170245.578125 Penalty: 8313.728516
	Iteration 6Q: 3 clusters Score -170245.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -170260.281250 Penalty: 8313.728516
	Iteration 7Q: 3 clusters Score -170260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -170265.046875 Penalty: 8313.728516
	Iteration 8Q: 3 clusters Score -170265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -170265.046875 Penalty: 8313.728516
	Iteration 9F: 3 clusters Score -170265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Entering Unmasked Estep 
Score: -4172491.750000 Penalty: 6071.434570
	Iteration 0F: 2 clusters Score -4172492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4155871.500000 Penalty: 12142.869141
	Iteration 0F: 3 clusters Score -4155872 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4160402.000000 Penalty: 12142.869141
	Iteration 1F: 3 clusters Score -4160402 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4161131 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -4161661.500000 Penalty: 12142.869141
	Iteration 3F: 3 clusters Score -4161662 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -4162062.500000 Penalty: 12142.869141
	Iteration 4Q: 3 clusters Score -4162062 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -4162345.500000 Penalty: 12142.869141
	Iteration 5Q: 3 clusters Score -4162346 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -4162613.500000 Penalty: 12142.869141
	Iteration 6Q: 3 clusters Score -4162614 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4162858.000000 Penalty: 12142.869141
	Iteration 7Q: 3 clusters Score -4162858 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -4163060.500000 Penalty: 12142.869141
	Iteration 8Q: 3 clusters Score -4163060 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4163269.750000 Penalty: 12142.869141
	Iteration 9Q: 3 clusters Score -4163270 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -4163518.250000 Penalty: 12142.869141
	Iteration 10Q: 3 clusters Score -4163518 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -4163767.750000 Penalty: 12142.869141
	Iteration 11Q: 3 clusters Score -4163768 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -4164019.250000 Penalty: 12142.869141
	Iteration 12Q: 3 clusters Score -4164019 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -4164243.500000 Penalty: 12142.869141
	Iteration 13Q: 3 clusters Score -4164244 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4164445.250000 Penalty: 12142.869141
	Iteration 14Q: 3 clusters Score -4164445 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -4164630.500000 Penalty: 12142.869141
	Iteration 15Q: 3 clusters Score -4164630 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -4164820.500000 Penalty: 12142.869141
	Iteration 16Q: 3 clusters Score -4164820 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4165020.000000 Penalty: 12142.869141
	Iteration 17Q: 3 clusters Score -4165020 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -4165221.000000 Penalty: 12142.869141
	Iteration 18Q: 3 clusters Score -4165221 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4165458.250000 Penalty: 12142.869141
	Iteration 19Q: 3 clusters Score -4165458 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -4165749.250000 Penalty: 12142.869141
	Iteration 20F: 3 clusters Score -4165749 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -4166034.250000 Penalty: 12142.869141
	Iteration 21Q: 3 clusters Score -4166034 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -4166321.500000 Penalty: 12142.869141
	Iteration 22Q: 3 clusters Score -4166322 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4166619.750000 Penalty: 12142.869141
	Iteration 23Q: 3 clusters Score -4166620 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4166892.500000 Penalty: 12142.869141
	Iteration 24Q: 3 clusters Score -4166892 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -4167116.000000 Penalty: 12142.869141
	Iteration 25Q: 3 clusters Score -4167116 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4167287.750000 Penalty: 12142.869141
	Iteration 26Q: 3 clusters Score -4167288 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4167456.000000 Penalty: 12142.869141
	Iteration 27Q: 3 clusters Score -4167456 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4167585.250000 Penalty: 12142.869141
	Iteration 28Q: 3 clusters Score -4167585 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -4167653.500000 Penalty: 12142.869141
	Iteration 29Q: 3 clusters Score -4167654 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4167718.250000 Penalty: 12142.869141
	Iteration 30Q: 3 clusters Score -4167718 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4167771.500000 Penalty: 12142.869141
	Iteration 31Q: 3 clusters Score -4167772 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -4167830.000000 Penalty: 12142.869141
	Iteration 32Q: 3 clusters Score -4167830 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4167867.750000 Penalty: 12142.869141
	Iteration 33Q: 3 clusters Score -4167868 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4167922.250000 Penalty: 12142.869141
	Iteration 34Q: 3 clusters Score -4167922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4167944.500000 Penalty: 12142.869141
	Iteration 35Q: 3 clusters Score -4167944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4167965.750000 Penalty: 12142.869141
	Iteration 36Q: 3 clusters Score -4167966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4167998.250000 Penalty: 12142.869141
	Iteration 37Q: 3 clusters Score -4167998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4168008.250000 Penalty: 12142.869141
	Iteration 38Q: 3 clusters Score -4168008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4168011.000000 Penalty: 12142.869141
	Iteration 39Q: 3 clusters Score -4168011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -4168039.250000 Penalty: 12142.869141
	Iteration 40F: 3 clusters Score -4168039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -4168052.000000 Penalty: 12142.869141
	Iteration 41Q: 3 clusters Score -4168052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -4168050.250000 Penalty: 12142.869141
	Iteration 42Q: 3 clusters Score -4168050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -4168069.000000 Penalty: 12142.869141
	Iteration 43Q: 3 clusters Score -4168069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -4168068.250000 Penalty: 12142.869141
	Iteration 44Q: 3 clusters Score -4168068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4168077.250000 Penalty: 12142.869141
	Iteration 45Q: 3 clusters Score -4168077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -4168091.500000 Penalty: 12142.869141
	Iteration 46Q: 3 clusters Score -4168092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4168095.250000 Penalty: 12142.869141
	Iteration 47Q: 3 clusters Score -4168095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -4168099.000000 Penalty: 12142.869141
	Iteration 48Q: 3 clusters Score -4168099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -4168097.500000 Penalty: 12142.869141
	Iteration 49Q: 3 clusters Score -4168098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -4168113.000000 Penalty: 12142.869141
	Iteration 50Q: 3 clusters Score -4168113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -4168132.750000 Penalty: 12142.869141
	Iteration 51Q: 3 clusters Score -4168133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -4168135.750000 Penalty: 12142.869141
	Iteration 52Q: 3 clusters Score -4168136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4168143.500000 Penalty: 12142.869141
	Iteration 53Q: 3 clusters Score -4168144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -4168152.000000 Penalty: 12142.869141
	Iteration 54Q: 3 clusters Score -4168152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4168151.000000 Penalty: 12142.869141
	Iteration 55Q: 3 clusters Score -4168151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4168161.500000 Penalty: 12142.869141
	Iteration 56Q: 3 clusters Score -4168162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4168168.250000 Penalty: 12142.869141
	Iteration 57Q: 3 clusters Score -4168168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4168175.000000 Penalty: 12142.869141
	Iteration 58Q: 3 clusters Score -4168175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -4168196.000000 Penalty: 12142.869141
	Iteration 59Q: 3 clusters Score -4168196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4168209.750000 Penalty: 12142.869141
	Iteration 60F: 3 clusters Score -4168210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -4168216.000000 Penalty: 12142.869141
	Iteration 61Q: 3 clusters Score -4168216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -4168224.250000 Penalty: 12142.869141
	Iteration 62Q: 3 clusters Score -4168224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -4168236.750000 Penalty: 12142.869141
	Iteration 63Q: 3 clusters Score -4168237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -4168256.750000 Penalty: 12142.869141
	Iteration 64Q: 3 clusters Score -4168257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4168263.250000 Penalty: 12142.869141
	Iteration 65Q: 3 clusters Score -4168263 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4168278.750000 Penalty: 12142.869141
	Iteration 66Q: 3 clusters Score -4168279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4168305.250000 Penalty: 12142.869141
	Iteration 67Q: 3 clusters Score -4168305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4168317.250000 Penalty: 12142.869141
	Iteration 68Q: 3 clusters Score -4168317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -4168334.250000 Penalty: 12142.869141
	Iteration 69Q: 3 clusters Score -4168334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -4168351.250000 Penalty: 12142.869141
	Iteration 70Q: 3 clusters Score -4168351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4168348.250000 Penalty: 12142.869141
	Iteration 71Q: 3 clusters Score -4168348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -4168344.250000 Penalty: 12142.869141
	Iteration 72Q: 3 clusters Score -4168344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -4168352.250000 Penalty: 12142.869141
	Iteration 73Q: 3 clusters Score -4168352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4168355.750000 Penalty: 12142.869141
	Iteration 74Q: 3 clusters Score -4168356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -4168361.250000 Penalty: 12142.869141
	Iteration 75Q: 3 clusters Score -4168361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -4168366.750000 Penalty: 12142.869141
	Iteration 76Q: 3 clusters Score -4168367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -4168367.250000 Penalty: 12142.869141
	Iteration 77Q: 3 clusters Score -4168367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4168369.750000 Penalty: 12142.869141
	Iteration 78Q: 3 clusters Score -4168370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -4168369.500000 Penalty: 12142.869141
	Iteration 79Q: 3 clusters Score -4168370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4168374.500000 Penalty: 12142.869141
	Iteration 80F: 3 clusters Score -4168374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4168381.750000 Penalty: 12142.869141
	Iteration 81Q: 3 clusters Score -4168382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4168377.250000 Penalty: 12142.869141
	Iteration 82Q: 3 clusters Score -4168377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -4168377.250000 Penalty: 12142.869141
	Iteration 83Q: 3 clusters Score -4168377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -4168382.000000 Penalty: 12142.869141
	Iteration 84Q: 3 clusters Score -4168382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -4168377.750000 Penalty: 12142.869141
	Iteration 85Q: 3 clusters Score -4168378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -4168379.750000 Penalty: 12142.869141
	Iteration 86Q: 3 clusters Score -4168380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -4168379.750000 Penalty: 12142.869141
	Iteration 87F: 3 clusters Score -4168380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -1163728.375000 Penalty: 5299.608887
	Iteration 0F: 2 clusters Score -1163728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1156094.750000 Penalty: 10599.217773
	Iteration 0F: 3 clusters Score -1156095 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1157415.000000 Penalty: 10599.217773
	Iteration 1F: 3 clusters Score -1157415 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1157785.000000 Penalty: 10599.217773
	Iteration 2F: 3 clusters Score -1157785 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1157964.750000 Penalty: 10599.217773
	Iteration 3Q: 3 clusters Score -1157965 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1158092.000000 Penalty: 10599.217773
	Iteration 4Q: 3 clusters Score -1158092 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1158173.875000 Penalty: 10599.217773
	Iteration 5Q: 3 clusters Score -1158174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1158232.875000 Penalty: 10599.217773
	Iteration 6Q: 3 clusters Score -1158233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1158269.875000 Penalty: 10599.217773
	Iteration 7Q: 3 clusters Score -1158270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1158294.875000 Penalty: 10599.217773
	Iteration 8Q: 3 clusters Score -1158295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1158326.125000 Penalty: 10599.217773
	Iteration 9Q: 3 clusters Score -1158326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1158359.125000 Penalty: 10599.217773
	Iteration 10Q: 3 clusters Score -1158359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1158388.750000 Penalty: 10599.217773
	Iteration 11Q: 3 clusters Score -1158389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1158416.250000 Penalty: 10599.217773
	Iteration 12Q: 3 clusters Score -1158416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1158440.375000 Penalty: 10599.217773
	Iteration 13Q: 3 clusters Score -1158440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1158464.375000 Penalty: 10599.217773
	Iteration 14Q: 3 clusters Score -1158464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1158481.625000 Penalty: 10599.217773
	Iteration 15Q: 3 clusters Score -1158482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1158499.750000 Penalty: 10599.217773
	Iteration 16Q: 3 clusters Score -1158500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1158512.750000 Penalty: 10599.217773
	Iteration 17Q: 3 clusters Score -1158513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1158526.625000 Penalty: 10599.217773
	Iteration 18Q: 3 clusters Score -1158527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1158534.375000 Penalty: 10599.217773
	Iteration 19Q: 3 clusters Score -1158534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1158548.750000 Penalty: 10599.217773
	Iteration 20F: 3 clusters Score -1158549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1158561.000000 Penalty: 10599.217773
	Iteration 21Q: 3 clusters Score -1158561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1158580.625000 Penalty: 10599.217773
	Iteration 22Q: 3 clusters Score -1158581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1158598.375000 Penalty: 10599.217773
	Iteration 23Q: 3 clusters Score -1158598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1158607.375000 Penalty: 10599.217773
	Iteration 24Q: 3 clusters Score -1158607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1158615.250000 Penalty: 10599.217773
	Iteration 25Q: 3 clusters Score -1158615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1158626.750000 Penalty: 10599.217773
	Iteration 26Q: 3 clusters Score -1158627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1158635.375000 Penalty: 10599.217773
	Iteration 27Q: 3 clusters Score -1158635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1158646.750000 Penalty: 10599.217773
	Iteration 28Q: 3 clusters Score -1158647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1158663.125000 Penalty: 10599.217773
	Iteration 29Q: 3 clusters Score -1158663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1158679.000000 Penalty: 10599.217773
	Iteration 30Q: 3 clusters Score -1158679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1158690.875000 Penalty: 10599.217773
	Iteration 31Q: 3 clusters Score -1158691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1158697.750000 Penalty: 10599.217773
	Iteration 32Q: 3 clusters Score -1158698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1158710.375000 Penalty: 10599.217773
	Iteration 33Q: 3 clusters Score -1158710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1158724.000000 Penalty: 10599.217773
	Iteration 34Q: 3 clusters Score -1158724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1158730.375000 Penalty: 10599.217773
	Iteration 35Q: 3 clusters Score -1158730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1158736.875000 Penalty: 10599.217773
	Iteration 36Q: 3 clusters Score -1158737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1158744.875000 Penalty: 10599.217773
	Iteration 37Q: 3 clusters Score -1158745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1158748.250000 Penalty: 10599.217773
	Iteration 38Q: 3 clusters Score -1158748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1158755.500000 Penalty: 10599.217773
	Iteration 39Q: 3 clusters Score -1158756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1158759.000000 Penalty: 10599.217773
	Iteration 40F: 3 clusters Score -1158759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1158767.375000 Penalty: 10599.217773
	Iteration 41Q: 3 clusters Score -1158767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1158772.000000 Penalty: 10599.217773
	Iteration 42Q: 3 clusters Score -1158772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1158775.875000 Penalty: 10599.217773
	Iteration 43Q: 3 clusters Score -1158776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1158785.875000 Penalty: 10599.217773
	Iteration 44Q: 3 clusters Score -1158786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1158793.125000 Penalty: 10599.217773
	Iteration 45Q: 3 clusters Score -1158793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1158802.500000 Penalty: 10599.217773
	Iteration 46Q: 3 clusters Score -1158802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1158812.750000 Penalty: 10599.217773
	Iteration 47Q: 3 clusters Score -1158813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1158818.625000 Penalty: 10599.217773
	Iteration 48Q: 3 clusters Score -1158819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1158824.500000 Penalty: 10599.217773
	Iteration 49Q: 3 clusters Score -1158824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1158825.750000 Penalty: 10599.217773
	Iteration 50Q: 3 clusters Score -1158826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1158836.875000 Penalty: 10599.217773
	Iteration 51Q: 3 clusters Score -1158837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1158837.875000 Penalty: 10599.217773
	Iteration 52Q: 3 clusters Score -1158838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1158839.375000 Penalty: 10599.217773
	Iteration 53Q: 3 clusters Score -1158839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1158843.000000 Penalty: 10599.217773
	Iteration 54Q: 3 clusters Score -1158843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1158850.500000 Penalty: 10599.217773
	Iteration 55Q: 3 clusters Score -1158850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1158852.250000 Penalty: 10599.217773
	Iteration 56Q: 3 clusters Score -1158852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1158854.250000 Penalty: 10599.217773
	Iteration 57Q: 3 clusters Score -1158854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1158856.375000 Penalty: 10599.217773
	Iteration 58Q: 3 clusters Score -1158856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1158858.500000 Penalty: 10599.217773
	Iteration 59Q: 3 clusters Score -1158858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1158860.500000 Penalty: 10599.217773
	Iteration 60F: 3 clusters Score -1158860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Entering Unmasked Estep 
Score: -2601466.250000 Penalty: 5796.065918
	Iteration 0F: 2 clusters Score -2601466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2589431.500000 Penalty: 11592.131836
	Iteration 0F: 3 clusters Score -2589432 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2592159.000000 Penalty: 11592.131836
	Iteration 1F: 3 clusters Score -2592159 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2592708.000000 Penalty: 11592.131836
	Iteration 2F: 3 clusters Score -2592708 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2593025.500000 Penalty: 11592.131836
	Iteration 3Q: 3 clusters Score -2593026 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2593246.250000 Penalty: 11592.131836
	Iteration 4Q: 3 clusters Score -2593246 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2593405.250000 Penalty: 11592.131836
	Iteration 5Q: 3 clusters Score -2593405 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2593565.250000 Penalty: 11592.131836
	Iteration 6Q: 3 clusters Score -2593565 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2593732.250000 Penalty: 11592.131836
	Iteration 7Q: 3 clusters Score -2593732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2593941.750000 Penalty: 11592.131836
	Iteration 8Q: 3 clusters Score -2593942 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2594285.500000 Penalty: 11592.131836
	Iteration 9Q: 3 clusters Score -2594286 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2594639.500000 Penalty: 11592.131836
	Iteration 10Q: 3 clusters Score -2594640 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2594989.250000 Penalty: 11592.131836
	Iteration 11Q: 3 clusters Score -2594989 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2595373.000000 Penalty: 11592.131836
	Iteration 12Q: 3 clusters Score -2595373 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2595788.500000 Penalty: 11592.131836
	Iteration 13Q: 3 clusters Score -2595788 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2596283.000000 Penalty: 11592.131836
	Iteration 14Q: 3 clusters Score -2596283 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2596742.500000 Penalty: 11592.131836
	Iteration 15Q: 3 clusters Score -2596742 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2597158.500000 Penalty: 11592.131836
	Iteration 16Q: 3 clusters Score -2597158 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2597486.000000 Penalty: 11592.131836
	Iteration 17Q: 3 clusters Score -2597486 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2597731.250000 Penalty: 11592.131836
	Iteration 18Q: 3 clusters Score -2597731 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2597912.500000 Penalty: 11592.131836
	Iteration 19Q: 3 clusters Score -2597912 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2598030.750000 Penalty: 11592.131836
	Iteration 20F: 3 clusters Score -2598031 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2598103.250000 Penalty: 11592.131836
	Iteration 21Q: 3 clusters Score -2598103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2598148.500000 Penalty: 11592.131836
	Iteration 22Q: 3 clusters Score -2598148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2598186.500000 Penalty: 11592.131836
	Iteration 23Q: 3 clusters Score -2598186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2598206.250000 Penalty: 11592.131836
	Iteration 24Q: 3 clusters Score -2598206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2598235.000000 Penalty: 11592.131836
	Iteration 25Q: 3 clusters Score -2598235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2598247.000000 Penalty: 11592.131836
	Iteration 26Q: 3 clusters Score -2598247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2598258.000000 Penalty: 11592.131836
	Iteration 27Q: 3 clusters Score -2598258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2598266.500000 Penalty: 11592.131836
	Iteration 28Q: 3 clusters Score -2598266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2598275.750000 Penalty: 11592.131836
	Iteration 29Q: 3 clusters Score -2598276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2598273.250000 Penalty: 11592.131836
	Iteration 30Q: 3 clusters Score -2598273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2598274.500000 Penalty: 11592.131836
	Iteration 31Q: 3 clusters Score -2598274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2598273.750000 Penalty: 11592.131836
	Iteration 32Q: 3 clusters Score -2598274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2598277.750000 Penalty: 11592.131836
	Iteration 33Q: 3 clusters Score -2598278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2598282.000000 Penalty: 11592.131836
	Iteration 34Q: 3 clusters Score -2598282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2598289.250000 Penalty: 11592.131836
	Iteration 35Q: 3 clusters Score -2598289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2598288.250000 Penalty: 11592.131836
	Iteration 36Q: 3 clusters Score -2598288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2598285.750000 Penalty: 11592.131836
	Iteration 37Q: 3 clusters Score -2598286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2598285.750000 Penalty: 11592.131836
	Iteration 38F: 3 clusters Score -2598286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Entering Unmasked Estep 
Score: -4616048.000000 Penalty: 6137.129395
	Iteration 0F: 2 clusters Score -4616048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -4598040.500000 Penalty: 12274.258789
	Iteration 0F: 3 clusters Score -4598040 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4602905.500000 Penalty: 12274.258789
	Iteration 1F: 3 clusters Score -4602906 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4603540.000000 Penalty: 12274.258789
	Iteration 2F: 3 clusters Score -4603540 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -4604005.500000 Penalty: 12274.258789
	Iteration 3Q: 3 clusters Score -4604006 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4604376.000000 Penalty: 12274.258789
	Iteration 4Q: 3 clusters Score -4604376 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4604716.500000 Penalty: 12274.258789
	Iteration 5Q: 3 clusters Score -4604716 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -4605032.500000 Penalty: 12274.258789
	Iteration 6Q: 3 clusters Score -4605032 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4605353.500000 Penalty: 12274.258789
	Iteration 7Q: 3 clusters Score -4605354 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4605712.500000 Penalty: 12274.258789
	Iteration 8Q: 3 clusters Score -4605712 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4606081.500000 Penalty: 12274.258789
	Iteration 9Q: 3 clusters Score -4606082 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -4606529.500000 Penalty: 12274.258789
	Iteration 10Q: 3 clusters Score -4606530 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -4607007.500000 Penalty: 12274.258789
	Iteration 11Q: 3 clusters Score -4607008 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -4607570.000000 Penalty: 12274.258789
	Iteration 12Q: 3 clusters Score -4607570 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -4608173.500000 Penalty: 12274.258789
	Iteration 13Q: 3 clusters Score -4608174 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4608790.500000 Penalty: 12274.258789
	Iteration 14Q: 3 clusters Score -4608790 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4609444.500000 Penalty: 12274.258789
	Iteration 15Q: 3 clusters Score -4609444 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4609941.500000 Penalty: 12274.258789
	Iteration 16Q: 3 clusters Score -4609942 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4610341.500000 Penalty: 12274.258789
	Iteration 17Q: 3 clusters Score -4610342 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4610609.500000 Penalty: 12274.258789
	Iteration 18Q: 3 clusters Score -4610610 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4610818.500000 Penalty: 12274.258789
	Iteration 19Q: 3 clusters Score -4610818 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4610950.500000 Penalty: 12274.258789
	Iteration 20F: 3 clusters Score -4610950 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4611050.500000 Penalty: 12274.258789
	Iteration 21Q: 3 clusters Score -4611050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4611139.000000 Penalty: 12274.258789
	Iteration 22Q: 3 clusters Score -4611139 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4611202.000000 Penalty: 12274.258789
	Iteration 23Q: 3 clusters Score -4611202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4611217.500000 Penalty: 12274.258789
	Iteration 24Q: 3 clusters Score -4611218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4611250.000000 Penalty: 12274.258789
	Iteration 25Q: 3 clusters Score -4611250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4611268.000000 Penalty: 12274.258789
	Iteration 26Q: 3 clusters Score -4611268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4611283.000000 Penalty: 12274.258789
	Iteration 27Q: 3 clusters Score -4611283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4611322.500000 Penalty: 12274.258789
	Iteration 28Q: 3 clusters Score -4611322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4611332.000000 Penalty: 12274.258789
	Iteration 29Q: 3 clusters Score -4611332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4611333.500000 Penalty: 12274.258789
	Iteration 30Q: 3 clusters Score -4611334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4611336.500000 Penalty: 12274.258789
	Iteration 31Q: 3 clusters Score -4611336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4611338.000000 Penalty: 12274.258789
	Iteration 32Q: 3 clusters Score -4611338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4611337.500000 Penalty: 12274.258789
	Iteration 33Q: 3 clusters Score -4611338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4611337.500000 Penalty: 12274.258789
	Iteration 34Q: 3 clusters Score -4611338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4611337.500000 Penalty: 12274.258789
	Iteration 35Q: 3 clusters Score -4611338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4611338.500000 Penalty: 12274.258789
	Iteration 36Q: 3 clusters Score -4611338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4611343.500000 Penalty: 12274.258789
	Iteration 37Q: 3 clusters Score -4611344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4611343.000000 Penalty: 12274.258789
	Iteration 38Q: 3 clusters Score -4611343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4611346.500000 Penalty: 12274.258789
	Iteration 39Q: 3 clusters Score -4611346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4611354.000000 Penalty: 12274.258789
	Iteration 40F: 3 clusters Score -4611354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4611360.500000 Penalty: 12274.258789
	Iteration 41Q: 3 clusters Score -4611360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4611369.000000 Penalty: 12274.258789
	Iteration 42Q: 3 clusters Score -4611369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4611377.000000 Penalty: 12274.258789
	Iteration 43Q: 3 clusters Score -4611377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4611381.500000 Penalty: 12274.258789
	Iteration 44Q: 3 clusters Score -4611382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4611395.000000 Penalty: 12274.258789
	Iteration 45Q: 3 clusters Score -4611395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4611404.000000 Penalty: 12274.258789
	Iteration 46Q: 3 clusters Score -4611404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4611405.500000 Penalty: 12274.258789
	Iteration 47Q: 3 clusters Score -4611406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4611407.000000 Penalty: 12274.258789
	Iteration 48Q: 3 clusters Score -4611407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4611417.500000 Penalty: 12274.258789
	Iteration 49Q: 3 clusters Score -4611418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4611424.000000 Penalty: 12274.258789
	Iteration 50Q: 3 clusters Score -4611424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4611429.500000 Penalty: 12274.258789
	Iteration 51Q: 3 clusters Score -4611430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4611442.000000 Penalty: 12274.258789
	Iteration 52Q: 3 clusters Score -4611442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4611437.000000 Penalty: 12274.258789
	Iteration 53Q: 3 clusters Score -4611437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4611437.000000 Penalty: 12274.258789
	Iteration 54F: 3 clusters Score -4611437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Entering Unmasked Estep 
Score: -4610815.500000 Penalty: 6128.563965
	Iteration 0F: 2 clusters Score -4610816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -4592974.500000 Penalty: 12257.127930
	Iteration 0F: 3 clusters Score -4592974 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -4597815.500000 Penalty: 12257.127930
	Iteration 1F: 3 clusters Score -4597816 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4598445.000000 Penalty: 12257.127930
	Iteration 2F: 3 clusters Score -4598445 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4598822.500000 Penalty: 12257.127930
	Iteration 3Q: 3 clusters Score -4598822 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -4599117.500000 Penalty: 12257.127930
	Iteration 4Q: 3 clusters Score -4599118 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -4599345.500000 Penalty: 12257.127930
	Iteration 5Q: 3 clusters Score -4599346 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4599536.000000 Penalty: 12257.127930
	Iteration 6Q: 3 clusters Score -4599536 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4599701.000000 Penalty: 12257.127930
	Iteration 7Q: 3 clusters Score -4599701 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -4599874.500000 Penalty: 12257.127930
	Iteration 8Q: 3 clusters Score -4599874 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -4599994.000000 Penalty: 12257.127930
	Iteration 9Q: 3 clusters Score -4599994 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -4600124.000000 Penalty: 12257.127930
	Iteration 10Q: 3 clusters Score -4600124 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4600204.500000 Penalty: 12257.127930
	Iteration 11Q: 3 clusters Score -4600204 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4600285.500000 Penalty: 12257.127930
	Iteration 12Q: 3 clusters Score -4600286 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4600353.000000 Penalty: 12257.127930
	Iteration 13Q: 3 clusters Score -4600353 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -4600419.000000 Penalty: 12257.127930
	Iteration 14Q: 3 clusters Score -4600419 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -4600478.000000 Penalty: 12257.127930
	Iteration 15Q: 3 clusters Score -4600478 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4600534.000000 Penalty: 12257.127930
	Iteration 16Q: 3 clusters Score -4600534 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -4600594.000000 Penalty: 12257.127930
	Iteration 17Q: 3 clusters Score -4600594 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -4600652.000000 Penalty: 12257.127930
	Iteration 18Q: 3 clusters Score -4600652 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -4600685.500000 Penalty: 12257.127930
	Iteration 19Q: 3 clusters Score -4600686 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -4600724.500000 Penalty: 12257.127930
	Iteration 20F: 3 clusters Score -4600724 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -4600772.500000 Penalty: 12257.127930
	Iteration 21Q: 3 clusters Score -4600772 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4600827.500000 Penalty: 12257.127930
	Iteration 22Q: 3 clusters Score -4600828 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -4600844.500000 Penalty: 12257.127930
	Iteration 23Q: 3 clusters Score -4600844 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -4600857.500000 Penalty: 12257.127930
	Iteration 24Q: 3 clusters Score -4600858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -4600878.500000 Penalty: 12257.127930
	Iteration 25Q: 3 clusters Score -4600878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4600894.000000 Penalty: 12257.127930
	Iteration 26Q: 3 clusters Score -4600894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -4600908.500000 Penalty: 12257.127930
	Iteration 27Q: 3 clusters Score -4600908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -4600922.000000 Penalty: 12257.127930
	Iteration 28Q: 3 clusters Score -4600922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4600932.500000 Penalty: 12257.127930
	Iteration 29Q: 3 clusters Score -4600932 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4600954.000000 Penalty: 12257.127930
	Iteration 30Q: 3 clusters Score -4600954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4600977.500000 Penalty: 12257.127930
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10950 members 
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Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10941 members 
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	Iteration 35Q: 3 clusters Score -4601004 nChanged 73
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Mstep: Class 1 contains 10928 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4601012 nChanged 55
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Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4601022 nChanged 54
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Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4601041 nChanged 53
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Mstep: Class 1 contains 10890 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4601038 nChanged 52
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Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4601061 nChanged 50
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Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4601080 nChanged 39
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Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10780 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11376 members 
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Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4601121 nChanged 30
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Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10744 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10727 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10673 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4601145 nChanged 20
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Mstep: Class 1 contains 10638 members 
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Mstep: Class 1 contains 10606 members 
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Mstep: Class 1 contains 10600 members 
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Mstep: Class 1 contains 10585 members 
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Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 11621 members 
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Mstep: Class 1 contains 10520 members 
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Mstep: Class 1 contains 10495 members 
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	Iteration 71Q: 3 clusters Score -4601194 nChanged 36
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Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 11682 members 
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Mstep: Class 1 contains 10452 members 
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	Iteration 74Q: 3 clusters Score -4601214 nChanged 41
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	Iteration 75Q: 3 clusters Score -4601223 nChanged 39
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	Iteration 76Q: 3 clusters Score -4601222 nChanged 43
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	Iteration 80F: 3 clusters Score -4601262 nChanged 72
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Mstep: Class 1 contains 10187 members 
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Mstep: Class 1 contains 10112 members 
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Mstep: Class 1 contains 10069 members 
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Mstep: Class 1 contains 10032 members 
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Mstep: Class 1 contains 9984 members 
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	Iteration 86Q: 3 clusters Score -4601327 nChanged 77
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Mstep: Class 1 contains 9923 members 
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Mstep: Class 1 contains 9858 members 
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Mstep: Class 1 contains 9778 members 
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Mstep: Class 1 contains 9684 members 
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Mstep: Class 1 contains 9594 members 
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Mstep: Class 1 contains 9495 members 
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Mstep: Class 1 contains 9398 members 
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Mstep: Class 1 contains 9290 members 
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	Iteration 94Q: 3 clusters Score -4601524 nChanged 132
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Mstep: Class 1 contains 9170 members 
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Mstep: Class 1 contains 9030 members 
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Mstep: Class 1 contains 8507 members 
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Mstep: Class 1 contains 8289 members 
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	Iteration 100F: 3 clusters Score -4601808 nChanged 254
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Mstep: Class 1 contains 7755 members 
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Mstep: Class 1 contains 3535 members 
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Mstep: Class 1 contains 2468 members 
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Mstep: Class 1 contains 2262 members 
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	Iteration 119Q: 3 clusters Score -4605262 nChanged 93
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	Iteration 121Q: 3 clusters Score -4605385 nChanged 73
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Mstep: Class 1 contains 2052 members 
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	Iteration 123Q: 3 clusters Score -4605512 nChanged 74
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4605570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4605621.000000 Penalty: 12257.127930
	Iteration 125Q: 3 clusters Score -4605621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4605654.500000 Penalty: 12257.127930
	Iteration 126Q: 3 clusters Score -4605654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4605691.500000 Penalty: 12257.127930
	Iteration 127Q: 3 clusters Score -4605692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4605725.000000 Penalty: 12257.127930
	Iteration 128Q: 3 clusters Score -4605725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4605754.000000 Penalty: 12257.127930
	Iteration 129Q: 3 clusters Score -4605754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4605778.500000 Penalty: 12257.127930
	Iteration 130Q: 3 clusters Score -4605778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4605797.000000 Penalty: 12257.127930
	Iteration 131Q: 3 clusters Score -4605797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4605797.000000 Penalty: 12257.127930
	Iteration 132Q: 3 clusters Score -4605797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4605806.500000 Penalty: 12257.127930
	Iteration 133Q: 3 clusters Score -4605806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4605821.000000 Penalty: 12257.127930
	Iteration 134Q: 3 clusters Score -4605821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4605823.000000 Penalty: 12257.127930
	Iteration 135Q: 3 clusters Score -4605823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -4605820.500000 Penalty: 12257.127930
	Iteration 136Q: 3 clusters Score -4605820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -4605827.000000 Penalty: 12257.127930
	Iteration 137Q: 3 clusters Score -4605827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4605829.000000 Penalty: 12257.127930
	Iteration 138Q: 3 clusters Score -4605829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4605822.500000 Penalty: 12257.127930
	Iteration 139Q: 3 clusters Score -4605822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4605824.000000 Penalty: 12257.127930
	Iteration 140F: 3 clusters Score -4605824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4605827.000000 Penalty: 12257.127930
	Iteration 141Q: 3 clusters Score -4605827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -4605825.500000 Penalty: 12257.127930
	Iteration 142Q: 3 clusters Score -4605826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4605825.000000 Penalty: 12257.127930
	Iteration 143Q: 3 clusters Score -4605825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4605825.000000 Penalty: 12257.127930
	Iteration 144F: 3 clusters Score -4605825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -264928.250000 Penalty: 4387.442871
	Iteration 0F: 2 clusters Score -264928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -260490.453125 Penalty: 8774.885742
	Iteration 0F: 3 clusters Score -260490.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -260856.296875 Penalty: 8774.885742
	Iteration 1F: 3 clusters Score -260856.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -260982.062500 Penalty: 8774.885742
	Iteration 2Q: 3 clusters Score -260982.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -261036.093750 Penalty: 8774.885742
	Iteration 3Q: 3 clusters Score -261036.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -261080.359375 Penalty: 8774.885742
	Iteration 4Q: 3 clusters Score -261080.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -261102.234375 Penalty: 8774.885742
	Iteration 5Q: 3 clusters Score -261102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -261107.500000 Penalty: 8774.885742
	Iteration 6Q: 3 clusters Score -261107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -261107.500000 Penalty: 8774.885742
	Iteration 7F: 3 clusters Score -261107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Entering Unmasked Estep 
Score: -9053095.000000 Penalty: 6543.770020
	Iteration 0F: 2 clusters Score -9053095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -9021673.000000 Penalty: 13087.540039
	Iteration 0F: 3 clusters Score -9021673 nChanged 18852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -9031498.000000 Penalty: 13087.540039
	Iteration 1F: 3 clusters Score -9031498 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -9032229.000000 Penalty: 13087.540039
	Iteration 2F: 3 clusters Score -9032229 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -9032892.000000 Penalty: 13087.540039
	Iteration 3Q: 3 clusters Score -9032892 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -9033495.000000 Penalty: 13087.540039
	Iteration 4Q: 3 clusters Score -9033495 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -9033992.000000 Penalty: 13087.540039
	Iteration 5Q: 3 clusters Score -9033992 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -9034577.000000 Penalty: 13087.540039
	Iteration 6Q: 3 clusters Score -9034577 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -9035298.000000 Penalty: 13087.540039
	Iteration 7Q: 3 clusters Score -9035298 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -9036171.000000 Penalty: 13087.540039
	Iteration 8Q: 3 clusters Score -9036171 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -9037189.000000 Penalty: 13087.540039
	Iteration 9Q: 3 clusters Score -9037189 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -9038431.000000 Penalty: 13087.540039
	Iteration 10Q: 3 clusters Score -9038431 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -9039679.000000 Penalty: 13087.540039
	Iteration 11F: 3 clusters Score -9039679 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -9040863.000000 Penalty: 13087.540039
	Iteration 12Q: 3 clusters Score -9040863 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -9041929.000000 Penalty: 13087.540039
	Iteration 13Q: 3 clusters Score -9041929 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -9042882.000000 Penalty: 13087.540039
	Iteration 14Q: 3 clusters Score -9042882 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -9043823.000000 Penalty: 13087.540039
	Iteration 15Q: 3 clusters Score -9043823 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -9044595.000000 Penalty: 13087.540039
	Iteration 16Q: 3 clusters Score -9044595 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -9045158.000000 Penalty: 13087.540039
	Iteration 17Q: 3 clusters Score -9045158 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -9045663.000000 Penalty: 13087.540039
	Iteration 18Q: 3 clusters Score -9045663 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9046021.000000 Penalty: 13087.540039
	Iteration 19Q: 3 clusters Score -9046021 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -9046369.000000 Penalty: 13087.540039
	Iteration 20F: 3 clusters Score -9046369 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9046617.000000 Penalty: 13087.540039
	Iteration 21Q: 3 clusters Score -9046617 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9046783.000000 Penalty: 13087.540039
	Iteration 22Q: 3 clusters Score -9046783 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9046905.000000 Penalty: 13087.540039
	Iteration 23Q: 3 clusters Score -9046905 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9046967.000000 Penalty: 13087.540039
	Iteration 24Q: 3 clusters Score -9046967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9047045.000000 Penalty: 13087.540039
	Iteration 25Q: 3 clusters Score -9047045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9047100.000000 Penalty: 13087.540039
	Iteration 26Q: 3 clusters Score -9047100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9047159.000000 Penalty: 13087.540039
	Iteration 27Q: 3 clusters Score -9047159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9047177.000000 Penalty: 13087.540039
	Iteration 28Q: 3 clusters Score -9047177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9047215.000000 Penalty: 13087.540039
	Iteration 29Q: 3 clusters Score -9047215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9047236.000000 Penalty: 13087.540039
	Iteration 30Q: 3 clusters Score -9047236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9047270.000000 Penalty: 13087.540039
	Iteration 31Q: 3 clusters Score -9047270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9047293.000000 Penalty: 13087.540039
	Iteration 32Q: 3 clusters Score -9047293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9047288.000000 Penalty: 13087.540039
	Iteration 33Q: 3 clusters Score -9047288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9047292.000000 Penalty: 13087.540039
	Iteration 34Q: 3 clusters Score -9047292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9047306.000000 Penalty: 13087.540039
	Iteration 35Q: 3 clusters Score -9047306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9047314.000000 Penalty: 13087.540039
	Iteration 36Q: 3 clusters Score -9047314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9047319.000000 Penalty: 13087.540039
	Iteration 37Q: 3 clusters Score -9047319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9047328.000000 Penalty: 13087.540039
	Iteration 38Q: 3 clusters Score -9047328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9047336.000000 Penalty: 13087.540039
	Iteration 39Q: 3 clusters Score -9047336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9047348.000000 Penalty: 13087.540039
	Iteration 40F: 3 clusters Score -9047348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9047350.000000 Penalty: 13087.540039
	Iteration 41Q: 3 clusters Score -9047350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9047357.000000 Penalty: 13087.540039
	Iteration 42Q: 3 clusters Score -9047357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9047358.000000 Penalty: 13087.540039
	Iteration 43Q: 3 clusters Score -9047358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9047364.000000 Penalty: 13087.540039
	Iteration 44Q: 3 clusters Score -9047364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9047361.000000 Penalty: 13087.540039
	Iteration 45Q: 3 clusters Score -9047361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9047364.000000 Penalty: 13087.540039
	Iteration 46Q: 3 clusters Score -9047364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9047368.000000 Penalty: 13087.540039
	Iteration 47Q: 3 clusters Score -9047368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9047368.000000 Penalty: 13087.540039
	Iteration 48F: 3 clusters Score -9047368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Entering Unmasked Estep 
Score: -4628315.000000 Penalty: 6134.889648
	Iteration 0F: 2 clusters Score -4628315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4610315.500000 Penalty: 12269.779297
	Iteration 0F: 3 clusters Score -4610316 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -4615162.000000 Penalty: 12269.779297
	Iteration 1F: 3 clusters Score -4615162 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -4615765.000000 Penalty: 12269.779297
	Iteration 2F: 3 clusters Score -4615765 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -4616150.500000 Penalty: 12269.779297
	Iteration 3Q: 3 clusters Score -4616150 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -4616418.500000 Penalty: 12269.779297
	Iteration 4Q: 3 clusters Score -4616418 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -4616630.000000 Penalty: 12269.779297
	Iteration 5Q: 3 clusters Score -4616630 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4616787.500000 Penalty: 12269.779297
	Iteration 6Q: 3 clusters Score -4616788 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4616925.000000 Penalty: 12269.779297
	Iteration 7Q: 3 clusters Score -4616925 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4617073.000000 Penalty: 12269.779297
	Iteration 8Q: 3 clusters Score -4617073 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -4617195.500000 Penalty: 12269.779297
	Iteration 9Q: 3 clusters Score -4617196 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4617312.500000 Penalty: 12269.779297
	Iteration 10Q: 3 clusters Score -4617312 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -4617406.000000 Penalty: 12269.779297
	Iteration 11Q: 3 clusters Score -4617406 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4617516.000000 Penalty: 12269.779297
	Iteration 12Q: 3 clusters Score -4617516 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4617619.000000 Penalty: 12269.779297
	Iteration 13Q: 3 clusters Score -4617619 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4617742.000000 Penalty: 12269.779297
	Iteration 14Q: 3 clusters Score -4617742 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4617827.500000 Penalty: 12269.779297
	Iteration 15Q: 3 clusters Score -4617828 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4617931.500000 Penalty: 12269.779297
	Iteration 16Q: 3 clusters Score -4617932 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4618030.500000 Penalty: 12269.779297
	Iteration 17Q: 3 clusters Score -4618030 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -4618133.000000 Penalty: 12269.779297
	Iteration 18Q: 3 clusters Score -4618133 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4618191.500000 Penalty: 12269.779297
	Iteration 19Q: 3 clusters Score -4618192 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -4618271.000000 Penalty: 12269.779297
	Iteration 20F: 3 clusters Score -4618271 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -4618358.500000 Penalty: 12269.779297
	Iteration 21Q: 3 clusters Score -4618358 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -4618443.000000 Penalty: 12269.779297
	Iteration 22Q: 3 clusters Score -4618443 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -4618525.000000 Penalty: 12269.779297
	Iteration 23Q: 3 clusters Score -4618525 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -4618598.500000 Penalty: 12269.779297
	Iteration 24Q: 3 clusters Score -4618598 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -4618681.500000 Penalty: 12269.779297
	Iteration 25Q: 3 clusters Score -4618682 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -4618798.500000 Penalty: 12269.779297
	Iteration 26Q: 3 clusters Score -4618798 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -4618929.500000 Penalty: 12269.779297
	Iteration 27Q: 3 clusters Score -4618930 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -4619101.500000 Penalty: 12269.779297
	Iteration 28Q: 3 clusters Score -4619102 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -4619281.500000 Penalty: 12269.779297
	Iteration 29Q: 3 clusters Score -4619282 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4619476.500000 Penalty: 12269.779297
	Iteration 30Q: 3 clusters Score -4619476 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -4619757.500000 Penalty: 12269.779297
	Iteration 31Q: 3 clusters Score -4619758 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4620039.500000 Penalty: 12269.779297
	Iteration 32Q: 3 clusters Score -4620040 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -4620328.500000 Penalty: 12269.779297
	Iteration 33Q: 3 clusters Score -4620328 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -4620707.000000 Penalty: 12269.779297
	Iteration 34Q: 3 clusters Score -4620707 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -4621076.500000 Penalty: 12269.779297
	Iteration 35Q: 3 clusters Score -4621076 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -4621437.000000 Penalty: 12269.779297
	Iteration 36Q: 3 clusters Score -4621437 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4621741.000000 Penalty: 12269.779297
	Iteration 37Q: 3 clusters Score -4621741 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4622018.500000 Penalty: 12269.779297
	Iteration 38Q: 3 clusters Score -4622018 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4622285.000000 Penalty: 12269.779297
	Iteration 39Q: 3 clusters Score -4622285 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4622476.500000 Penalty: 12269.779297
	Iteration 40F: 3 clusters Score -4622476 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4622626.000000 Penalty: 12269.779297
	Iteration 41Q: 3 clusters Score -4622626 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4622730.500000 Penalty: 12269.779297
	Iteration 42Q: 3 clusters Score -4622730 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4622809.500000 Penalty: 12269.779297
	Iteration 43Q: 3 clusters Score -4622810 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4622879.000000 Penalty: 12269.779297
	Iteration 44Q: 3 clusters Score -4622879 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4622903.500000 Penalty: 12269.779297
	Iteration 45Q: 3 clusters Score -4622904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4622933.000000 Penalty: 12269.779297
	Iteration 46Q: 3 clusters Score -4622933 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4622960.500000 Penalty: 12269.779297
	Iteration 47Q: 3 clusters Score -4622960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4622986.000000 Penalty: 12269.779297
	Iteration 48Q: 3 clusters Score -4622986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4623011.500000 Penalty: 12269.779297
	Iteration 49Q: 3 clusters Score -4623012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4623024.500000 Penalty: 12269.779297
	Iteration 50Q: 3 clusters Score -4623024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4623029.000000 Penalty: 12269.779297
	Iteration 51Q: 3 clusters Score -4623029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4623041.000000 Penalty: 12269.779297
	Iteration 52Q: 3 clusters Score -4623041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4623050.500000 Penalty: 12269.779297
	Iteration 53Q: 3 clusters Score -4623050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4623057.000000 Penalty: 12269.779297
	Iteration 54Q: 3 clusters Score -4623057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4623062.000000 Penalty: 12269.779297
	Iteration 55Q: 3 clusters Score -4623062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4623070.000000 Penalty: 12269.779297
	Iteration 56Q: 3 clusters Score -4623070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4623069.000000 Penalty: 12269.779297
	Iteration 57Q: 3 clusters Score -4623069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4623072.000000 Penalty: 12269.779297
	Iteration 58Q: 3 clusters Score -4623072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4623070.000000 Penalty: 12269.779297
	Iteration 59Q: 3 clusters Score -4623070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4623069.000000 Penalty: 12269.779297
	Iteration 60F: 3 clusters Score -4623069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4623077.000000 Penalty: 12269.779297
	Iteration 61Q: 3 clusters Score -4623077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4623072.000000 Penalty: 12269.779297
	Iteration 62Q: 3 clusters Score -4623072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4623080.500000 Penalty: 12269.779297
	Iteration 63Q: 3 clusters Score -4623080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4623079.000000 Penalty: 12269.779297
	Iteration 64Q: 3 clusters Score -4623079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4623080.000000 Penalty: 12269.779297
	Iteration 65Q: 3 clusters Score -4623080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4623083.000000 Penalty: 12269.779297
	Iteration 66Q: 3 clusters Score -4623083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4623083.000000 Penalty: 12269.779297
	Iteration 67F: 3 clusters Score -4623083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 11594 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15428 members 
Mstep: Class 7 contains 76853 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15563 members 
Mstep: Class 16 contains 87671 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43639 members 
Mstep: Class 25 contains 22385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440832.000000 Penalty: 199048.500000
Iteration 239Q: 26 clusters Score -8.944083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 11588 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15423 members 
Mstep: Class 7 contains 76851 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8808 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15572 members 
Mstep: Class 16 contains 87672 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 22388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440864.000000 Penalty: 199048.500000
Iteration 240F: 26 clusters Score -8.944086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 11582 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15414 members 
Mstep: Class 7 contains 76850 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15582 members 
Mstep: Class 16 contains 87668 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 22392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440888.000000 Penalty: 199048.500000
Iteration 241Q: 26 clusters Score -8.944089e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 11579 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15406 members 
Mstep: Class 7 contains 76852 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 87666 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22470 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 22394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440896.000000 Penalty: 199048.500000
Iteration 242Q: 26 clusters Score -8.94409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 11577 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15399 members 
Mstep: Class 7 contains 76849 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15598 members 
Mstep: Class 16 contains 87665 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22470 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43641 members 
Mstep: Class 25 contains 22399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440960.000000 Penalty: 199048.500000
Iteration 243Q: 26 clusters Score -8.944096e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 11574 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5910 members 
Mstep: Class 6 contains 15389 members 
Mstep: Class 7 contains 76850 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15611 members 
Mstep: Class 16 contains 87661 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43642 members 
Mstep: Class 25 contains 22402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440888.000000 Penalty: 199048.500000
Iteration 244Q: 26 clusters Score -8.944089e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 11565 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 76849 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15625 members 
Mstep: Class 16 contains 87662 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 12874 members 
Mstep: Class 21 contains 22470 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43642 members 
Mstep: Class 25 contains 22403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440864.000000 Penalty: 199048.500000
Iteration 245Q: 26 clusters Score -8.944086e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 6 contains 15371 members 
Mstep: Class 7 contains 76844 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8804 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15640 members 
Mstep: Class 16 contains 87661 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20181 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 12873 members 
Mstep: Class 21 contains 22471 members 
Mstep: Class 22 contains 22156 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43643 members 
Mstep: Class 25 contains 22407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440840.000000 Penalty: 199048.500000
Iteration 246Q: 26 clusters Score -8.944084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 11556 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 6 contains 15366 members 
Mstep: Class 7 contains 76843 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8805 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 87660 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20181 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 12872 members 
Mstep: Class 21 contains 22474 members 
Mstep: Class 22 contains 22156 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43643 members 
Mstep: Class 25 contains 22411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440848.000000 Penalty: 199048.500000
Iteration 247Q: 26 clusters Score -8.944085e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 11556 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15362 members 
Mstep: Class 7 contains 76841 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15655 members 
Mstep: Class 16 contains 87659 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 12872 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43642 members 
Mstep: Class 25 contains 22413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440816.000000 Penalty: 199048.500000
Iteration 248Q: 26 clusters Score -8.944082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 11550 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15350 members 
Mstep: Class 7 contains 76838 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8808 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15674 members 
Mstep: Class 16 contains 87660 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43642 members 
Mstep: Class 25 contains 22416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440720.000000 Penalty: 199048.500000
Iteration 249Q: 26 clusters Score -8.944072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15336 members 
Mstep: Class 7 contains 76836 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15690 members 
Mstep: Class 16 contains 87660 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22473 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43643 members 
Mstep: Class 25 contains 22416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440752.000000 Penalty: 199048.500000
Iteration 250Q: 26 clusters Score -8.944075e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 76834 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8810 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15701 members 
Mstep: Class 16 contains 87660 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22473 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43641 members 
Mstep: Class 25 contains 22420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440904.000000 Penalty: 199048.500000
Iteration 251Q: 26 clusters Score -8.94409e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15307 members 
Mstep: Class 7 contains 76832 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8811 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15715 members 
Mstep: Class 16 contains 87662 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43641 members 
Mstep: Class 25 contains 22424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440976.000000 Penalty: 199048.500000
Iteration 252Q: 26 clusters Score -8.944098e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15291 members 
Mstep: Class 7 contains 76831 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8812 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15729 members 
Mstep: Class 16 contains 87663 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43642 members 
Mstep: Class 25 contains 22426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440952.000000 Penalty: 199048.500000
Iteration 253Q: 26 clusters Score -8.944095e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 11537 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5909 members 
Mstep: Class 6 contains 15274 members 
Mstep: Class 7 contains 76834 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 87666 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20179 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22473 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43641 members 
Mstep: Class 25 contains 22430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440944.000000 Penalty: 199048.500000
Iteration 254Q: 26 clusters Score -8.944094e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 11534 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15258 members 
Mstep: Class 7 contains 76836 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8817 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15749 members 
Mstep: Class 16 contains 87665 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20179 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43641 members 
Mstep: Class 25 contains 22433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89441024.000000 Penalty: 199048.500000
Iteration 255Q: 26 clusters Score -8.944102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 76838 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15759 members 
Mstep: Class 16 contains 87665 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5725 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 22437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89441024.000000 Penalty: 199048.500000
Iteration 256Q: 26 clusters Score -8.944102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 11533 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 76839 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15765 members 
Mstep: Class 16 contains 87666 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20176 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43641 members 
Mstep: Class 25 contains 22439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89441048.000000 Penalty: 199048.500000
Iteration 257Q: 26 clusters Score -8.944105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 11531 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15225 members 
Mstep: Class 7 contains 76836 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8821 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15777 members 
Mstep: Class 16 contains 87665 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20176 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22470 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43642 members 
Mstep: Class 25 contains 22440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89441008.000000 Penalty: 199048.500000
Iteration 258Q: 26 clusters Score -8.944101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 11525 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15219 members 
Mstep: Class 7 contains 76837 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8821 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15783 members 
Mstep: Class 16 contains 87664 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22471 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43641 members 
Mstep: Class 25 contains 22444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440960.000000 Penalty: 199048.500000
Iteration 259Q: 26 clusters Score -8.944096e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 11525 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15208 members 
Mstep: Class 7 contains 76841 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 87662 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 22444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440968.000000 Penalty: 199048.500000
Iteration 260F: 26 clusters Score -8.944097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 11522 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15204 members 
Mstep: Class 7 contains 76838 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8821 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15801 members 
Mstep: Class 16 contains 87662 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22474 members 
Mstep: Class 22 contains 22156 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43638 members 
Mstep: Class 25 contains 22442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440944.000000 Penalty: 199048.500000
Iteration 261Q: 26 clusters Score -8.944094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15200 members 
Mstep: Class 7 contains 76839 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15804 members 
Mstep: Class 16 contains 87661 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43639 members 
Mstep: Class 25 contains 22444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440968.000000 Penalty: 199048.500000
Iteration 262Q: 26 clusters Score -8.944097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15198 members 
Mstep: Class 7 contains 76837 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15807 members 
Mstep: Class 16 contains 87661 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43639 members 
Mstep: Class 25 contains 22445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440960.000000 Penalty: 199048.500000
Iteration 263Q: 26 clusters Score -8.944096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15200 members 
Mstep: Class 7 contains 76836 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15810 members 
Mstep: Class 16 contains 87661 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43637 members 
Mstep: Class 25 contains 22444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89441008.000000 Penalty: 199048.500000
Iteration 264Q: 26 clusters Score -8.944101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15196 members 
Mstep: Class 7 contains 76836 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15813 members 
Mstep: Class 16 contains 87661 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 22153 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43639 members 
Mstep: Class 25 contains 22444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89441000.000000 Penalty: 199048.500000
Iteration 265Q: 26 clusters Score -8.9441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15196 members 
Mstep: Class 7 contains 76836 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15815 members 
Mstep: Class 16 contains 87661 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 22151 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43640 members 
Mstep: Class 25 contains 22444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89441000.000000 Penalty: 199048.500000
Iteration 266Q: 26 clusters Score -8.9441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15195 members 
Mstep: Class 7 contains 76836 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15816 members 
Mstep: Class 16 contains 87661 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 22150 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43641 members 
Mstep: Class 25 contains 22444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440984.000000 Penalty: 199048.500000
Iteration 267Q: 26 clusters Score -8.944098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15195 members 
Mstep: Class 7 contains 76836 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15816 members 
Mstep: Class 16 contains 87661 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 22150 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43641 members 
Mstep: Class 25 contains 22444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89440984.000000 Penalty: 199048.500000
Iteration 268F: 26 clusters Score -8.944098e+07 nChanged 0
Entering ConstructFrom: 
Score: -89440984.000000 Penalty: 199048.500000
Entering ConstructFrom: 
Trying to split cluster 1 (39217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Entering Unmasked Estep 
Score: -8114454.500000 Penalty: 6478.330078
	Iteration 0F: 2 clusters Score -8114454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -8085655.500000 Penalty: 12956.660156
	Iteration 0F: 3 clusters Score -8085656 nChanged 17051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -8094576.000000 Penalty: 12956.660156
	Iteration 1F: 3 clusters Score -8094576 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -8095398.500000 Penalty: 12956.660156
	Iteration 2F: 3 clusters Score -8095398 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -8095999.000000 Penalty: 12956.660156
	Iteration 3Q: 3 clusters Score -8095999 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -8096535.000000 Penalty: 12956.660156
	Iteration 4Q: 3 clusters Score -8096535 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -8097055.000000 Penalty: 12956.660156
	Iteration 5Q: 3 clusters Score -8097055 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -8097663.500000 Penalty: 12956.660156
	Iteration 6Q: 3 clusters Score -8097664 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -8098253.000000 Penalty: 12956.660156
	Iteration 7Q: 3 clusters Score -8098253 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -8098990.500000 Penalty: 12956.660156
	Iteration 8Q: 3 clusters Score -8098990 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -8099839.000000 Penalty: 12956.660156
	Iteration 9Q: 3 clusters Score -8099839 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -8100751.000000 Penalty: 12956.660156
	Iteration 10Q: 3 clusters Score -8100751 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -8101739.000000 Penalty: 12956.660156
	Iteration 11Q: 3 clusters Score -8101739 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -8102587.500000 Penalty: 12956.660156
	Iteration 12Q: 3 clusters Score -8102588 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -8103505.000000 Penalty: 12956.660156
	Iteration 13Q: 3 clusters Score -8103505 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -8104293.500000 Penalty: 12956.660156
	Iteration 14Q: 3 clusters Score -8104294 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -8104933.500000 Penalty: 12956.660156
	Iteration 15Q: 3 clusters Score -8104934 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -8105505.500000 Penalty: 12956.660156
	Iteration 16Q: 3 clusters Score -8105506 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -8106064.000000 Penalty: 12956.660156
	Iteration 17Q: 3 clusters Score -8106064 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -8106561.000000 Penalty: 12956.660156
	Iteration 18Q: 3 clusters Score -8106561 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -8106937.000000 Penalty: 12956.660156
	Iteration 19Q: 3 clusters Score -8106937 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -8107213.000000 Penalty: 12956.660156
	Iteration 20F: 3 clusters Score -8107213 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -8107471.000000 Penalty: 12956.660156
	Iteration 21Q: 3 clusters Score -8107471 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -8107680.000000 Penalty: 12956.660156
	Iteration 22Q: 3 clusters Score -8107680 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -8107834.000000 Penalty: 12956.660156
	Iteration 23Q: 3 clusters Score -8107834 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -8107952.500000 Penalty: 12956.660156
	Iteration 24Q: 3 clusters Score -8107952 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -8108022.000000 Penalty: 12956.660156
	Iteration 25Q: 3 clusters Score -8108022 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -8108068.500000 Penalty: 12956.660156
	Iteration 26Q: 3 clusters Score -8108068 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -8108123.000000 Penalty: 12956.660156
	Iteration 27Q: 3 clusters Score -8108123 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -8108159.500000 Penalty: 12956.660156
	Iteration 28Q: 3 clusters Score -8108160 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -8108172.500000 Penalty: 12956.660156
	Iteration 29Q: 3 clusters Score -8108172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -8108199.000000 Penalty: 12956.660156
	Iteration 30Q: 3 clusters Score -8108199 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -8108207.500000 Penalty: 12956.660156
	Iteration 31Q: 3 clusters Score -8108208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -8108216.000000 Penalty: 12956.660156
	Iteration 32Q: 3 clusters Score -8108216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -8108197.500000 Penalty: 12956.660156
	Iteration 33Q: 3 clusters Score -8108198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -8108211.500000 Penalty: 12956.660156
	Iteration 34Q: 3 clusters Score -8108212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -8108206.500000 Penalty: 12956.660156
	Iteration 35Q: 3 clusters Score -8108206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -8108197.500000 Penalty: 12956.660156
	Iteration 36Q: 3 clusters Score -8108198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -8108210.000000 Penalty: 12956.660156
	Iteration 37Q: 3 clusters Score -8108210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -8108214.500000 Penalty: 12956.660156
	Iteration 38Q: 3 clusters Score -8108214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -8108222.000000 Penalty: 12956.660156
	Iteration 39Q: 3 clusters Score -8108222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -8108236.500000 Penalty: 12956.660156
	Iteration 40F: 3 clusters Score -8108236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -8108245.000000 Penalty: 12956.660156
	Iteration 41Q: 3 clusters Score -8108245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -8108254.500000 Penalty: 12956.660156
	Iteration 42Q: 3 clusters Score -8108254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -8108250.000000 Penalty: 12956.660156
	Iteration 43Q: 3 clusters Score -8108250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -8108238.500000 Penalty: 12956.660156
	Iteration 44Q: 3 clusters Score -8108238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -8108248.000000 Penalty: 12956.660156
	Iteration 45Q: 3 clusters Score -8108248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -8108251.000000 Penalty: 12956.660156
	Iteration 46Q: 3 clusters Score -8108251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -8108267.500000 Penalty: 12956.660156
	Iteration 47Q: 3 clusters Score -8108268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -8108255.000000 Penalty: 12956.660156
	Iteration 48Q: 3 clusters Score -8108255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -8108260.000000 Penalty: 12956.660156
	Iteration 49Q: 3 clusters Score -8108260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -8108270.500000 Penalty: 12956.660156
	Iteration 50Q: 3 clusters Score -8108270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -8108281.500000 Penalty: 12956.660156
	Iteration 51Q: 3 clusters Score -8108282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -8108287.500000 Penalty: 12956.660156
	Iteration 52Q: 3 clusters Score -8108288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -8108289.000000 Penalty: 12956.660156
	Iteration 53Q: 3 clusters Score -8108289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -8108284.000000 Penalty: 12956.660156
	Iteration 54Q: 3 clusters Score -8108284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -8108290.500000 Penalty: 12956.660156
	Iteration 55Q: 3 clusters Score -8108290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -8108291.000000 Penalty: 12956.660156
	Iteration 56Q: 3 clusters Score -8108291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -8108283.000000 Penalty: 12956.660156
	Iteration 57Q: 3 clusters Score -8108283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -8108282.500000 Penalty: 12956.660156
	Iteration 58Q: 3 clusters Score -8108282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -8108285.500000 Penalty: 12956.660156
	Iteration 59Q: 3 clusters Score -8108286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -8108286.500000 Penalty: 12956.660156
	Iteration 60F: 3 clusters Score -8108286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -8108287.000000 Penalty: 12956.660156
	Iteration 61Q: 3 clusters Score -8108287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -8108284.500000 Penalty: 12956.660156
	Iteration 62Q: 3 clusters Score -8108284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -8108289.000000 Penalty: 12956.660156
	Iteration 63Q: 3 clusters Score -8108289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -8108289.000000 Penalty: 12956.660156
	Iteration 64F: 3 clusters Score -8108289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Entering Unmasked Estep 
Score: -2271950.500000 Penalty: 5727.948730
	Iteration 0F: 2 clusters Score -2271950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2260751.250000 Penalty: 11455.897461
	Iteration 0F: 3 clusters Score -2260751 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2263134.250000 Penalty: 11455.897461
	Iteration 1F: 3 clusters Score -2263134 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2263644.250000 Penalty: 11455.897461
	Iteration 2F: 3 clusters Score -2263644 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2263965.500000 Penalty: 11455.897461
	Iteration 3F: 3 clusters Score -2263966 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2264176.750000 Penalty: 11455.897461
	Iteration 4Q: 3 clusters Score -2264177 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2264318.250000 Penalty: 11455.897461
	Iteration 5Q: 3 clusters Score -2264318 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2264430.000000 Penalty: 11455.897461
	Iteration 6Q: 3 clusters Score -2264430 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2264523.250000 Penalty: 11455.897461
	Iteration 7Q: 3 clusters Score -2264523 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2264603.250000 Penalty: 11455.897461
	Iteration 8Q: 3 clusters Score -2264603 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2264675.750000 Penalty: 11455.897461
	Iteration 9Q: 3 clusters Score -2264676 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2264731.500000 Penalty: 11455.897461
	Iteration 10Q: 3 clusters Score -2264732 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2264776.000000 Penalty: 11455.897461
	Iteration 11Q: 3 clusters Score -2264776 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2264808.750000 Penalty: 11455.897461
	Iteration 12Q: 3 clusters Score -2264809 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2264846.500000 Penalty: 11455.897461
	Iteration 13Q: 3 clusters Score -2264846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2264880.000000 Penalty: 11455.897461
	Iteration 14Q: 3 clusters Score -2264880 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2264910.250000 Penalty: 11455.897461
	Iteration 15Q: 3 clusters Score -2264910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2264943.250000 Penalty: 11455.897461
	Iteration 16Q: 3 clusters Score -2264943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2264967.500000 Penalty: 11455.897461
	Iteration 17Q: 3 clusters Score -2264968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2264989.500000 Penalty: 11455.897461
	Iteration 18Q: 3 clusters Score -2264990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2265001.000000 Penalty: 11455.897461
	Iteration 19Q: 3 clusters Score -2265001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2265018.000000 Penalty: 11455.897461
	Iteration 20F: 3 clusters Score -2265018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2265037.000000 Penalty: 11455.897461
	Iteration 21Q: 3 clusters Score -2265037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2265045.250000 Penalty: 11455.897461
	Iteration 22Q: 3 clusters Score -2265045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2265050.750000 Penalty: 11455.897461
	Iteration 23Q: 3 clusters Score -2265051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2265051.750000 Penalty: 11455.897461
	Iteration 24Q: 3 clusters Score -2265052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2265061.250000 Penalty: 11455.897461
	Iteration 25Q: 3 clusters Score -2265061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2265060.000000 Penalty: 11455.897461
	Iteration 26Q: 3 clusters Score -2265060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2265062.750000 Penalty: 11455.897461
	Iteration 27Q: 3 clusters Score -2265063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2265070.750000 Penalty: 11455.897461
	Iteration 28Q: 3 clusters Score -2265071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2265080.250000 Penalty: 11455.897461
	Iteration 29Q: 3 clusters Score -2265080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2265084.500000 Penalty: 11455.897461
	Iteration 30Q: 3 clusters Score -2265084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2265080.000000 Penalty: 11455.897461
	Iteration 31Q: 3 clusters Score -2265080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2265095.000000 Penalty: 11455.897461
	Iteration 32Q: 3 clusters Score -2265095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2265101.750000 Penalty: 11455.897461
	Iteration 33Q: 3 clusters Score -2265102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2265103.250000 Penalty: 11455.897461
	Iteration 34Q: 3 clusters Score -2265103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2265104.000000 Penalty: 11455.897461
	Iteration 35Q: 3 clusters Score -2265104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2265103.000000 Penalty: 11455.897461
	Iteration 36Q: 3 clusters Score -2265103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2265106.500000 Penalty: 11455.897461
	Iteration 37Q: 3 clusters Score -2265106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2265107.750000 Penalty: 11455.897461
	Iteration 38Q: 3 clusters Score -2265108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2265110.500000 Penalty: 11455.897461
	Iteration 39Q: 3 clusters Score -2265110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2265116.750000 Penalty: 11455.897461
	Iteration 40F: 3 clusters Score -2265117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2265115.750000 Penalty: 11455.897461
	Iteration 41Q: 3 clusters Score -2265116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2265114.000000 Penalty: 11455.897461
	Iteration 42Q: 3 clusters Score -2265114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2265115.750000 Penalty: 11455.897461
	Iteration 43Q: 3 clusters Score -2265116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2265115.750000 Penalty: 11455.897461
	Iteration 44Q: 3 clusters Score -2265116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2265121.000000 Penalty: 11455.897461
	Iteration 45Q: 3 clusters Score -2265121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2265130.750000 Penalty: 11455.897461
	Iteration 46Q: 3 clusters Score -2265131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2265134.500000 Penalty: 11455.897461
	Iteration 47Q: 3 clusters Score -2265134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2265139.500000 Penalty: 11455.897461
	Iteration 48Q: 3 clusters Score -2265140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2265150.250000 Penalty: 11455.897461
	Iteration 49Q: 3 clusters Score -2265150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2265166.500000 Penalty: 11455.897461
	Iteration 50Q: 3 clusters Score -2265166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2265169.000000 Penalty: 11455.897461
	Iteration 51Q: 3 clusters Score -2265169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2265173.250000 Penalty: 11455.897461
	Iteration 52Q: 3 clusters Score -2265173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2265180.750000 Penalty: 11455.897461
	Iteration 53Q: 3 clusters Score -2265181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2265183.000000 Penalty: 11455.897461
	Iteration 54Q: 3 clusters Score -2265183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2265190.500000 Penalty: 11455.897461
	Iteration 55Q: 3 clusters Score -2265190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2265202.000000 Penalty: 11455.897461
	Iteration 56Q: 3 clusters Score -2265202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2265202.000000 Penalty: 11455.897461
	Iteration 57Q: 3 clusters Score -2265202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2265206.250000 Penalty: 11455.897461
	Iteration 58Q: 3 clusters Score -2265206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2265211.500000 Penalty: 11455.897461
	Iteration 59Q: 3 clusters Score -2265212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2265217.250000 Penalty: 11455.897461
	Iteration 60F: 3 clusters Score -2265217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2265222.250000 Penalty: 11455.897461
	Iteration 61Q: 3 clusters Score -2265222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2265229.500000 Penalty: 11455.897461
	Iteration 62Q: 3 clusters Score -2265230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2265229.250000 Penalty: 11455.897461
	Iteration 63Q: 3 clusters Score -2265229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2265228.250000 Penalty: 11455.897461
	Iteration 64Q: 3 clusters Score -2265228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2265232.750000 Penalty: 11455.897461
	Iteration 65Q: 3 clusters Score -2265233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2265235.250000 Penalty: 11455.897461
	Iteration 66Q: 3 clusters Score -2265235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2265240.750000 Penalty: 11455.897461
	Iteration 67Q: 3 clusters Score -2265241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2265243.250000 Penalty: 11455.897461
	Iteration 68Q: 3 clusters Score -2265243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2265246.250000 Penalty: 11455.897461
	Iteration 69Q: 3 clusters Score -2265246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2265245.250000 Penalty: 11455.897461
	Iteration 70Q: 3 clusters Score -2265245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2265247.250000 Penalty: 11455.897461
	Iteration 71Q: 3 clusters Score -2265247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2265248.750000 Penalty: 11455.897461
	Iteration 72Q: 3 clusters Score -2265249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2265251.500000 Penalty: 11455.897461
	Iteration 73Q: 3 clusters Score -2265252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2265250.500000 Penalty: 11455.897461
	Iteration 74Q: 3 clusters Score -2265250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2265255.000000 Penalty: 11455.897461
	Iteration 75Q: 3 clusters Score -2265255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2265255.000000 Penalty: 11455.897461
	Iteration 76F: 3 clusters Score -2265255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -104539.835938 Penalty: 3918.119385
	Iteration 0F: 2 clusters Score -104539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101242.328125 Penalty: 7836.238770
	Iteration 0F: 3 clusters Score -101242.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101641.781250 Penalty: 7836.238770
	Iteration 1F: 3 clusters Score -101641.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -101788.750000 Penalty: 7836.238770
	Iteration 2Q: 3 clusters Score -101788.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101864.734375 Penalty: 7836.238770
	Iteration 3Q: 3 clusters Score -101864.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101973.156250 Penalty: 7836.238770
	Iteration 4Q: 3 clusters Score -101973.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -102069.039062 Penalty: 7836.238770
	Iteration 5Q: 3 clusters Score -102069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -102267.023438 Penalty: 7836.238770
	Iteration 6Q: 3 clusters Score -102267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102559.476562 Penalty: 7836.238770
	Iteration 7Q: 3 clusters Score -102559.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102830.328125 Penalty: 7836.238770
	Iteration 8Q: 3 clusters Score -102830.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -103047.164062 Penalty: 7836.238770
	Iteration 9Q: 3 clusters Score -103047.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -103256.609375 Penalty: 7836.238770
	Iteration 10Q: 3 clusters Score -103256.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103507.343750 Penalty: 7836.238770
	Iteration 11Q: 3 clusters Score -103507.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103733.687500 Penalty: 7836.238770
	Iteration 12Q: 3 clusters Score -103733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104139.453125 Penalty: 7836.238770
	Iteration 13Q: 3 clusters Score -104139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104204.242188 Penalty: 7836.238770
	Iteration 14Q: 3 clusters Score -104204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104347.906250 Penalty: 7836.238770
	Iteration 15Q: 3 clusters Score -104347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104405.218750 Penalty: 7836.238770
	Iteration 16Q: 3 clusters Score -104405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104431.851562 Penalty: 7836.238770
	Iteration 17Q: 3 clusters Score -104431.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104431.851562 Penalty: 7836.238770
	Iteration 18F: 3 clusters Score -104431.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -168911.531250 Penalty: 4200.227051
	Iteration 0F: 2 clusters Score -168911.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -165034.468750 Penalty: 8400.454102
	Iteration 0F: 3 clusters Score -165034.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -165744.578125 Penalty: 8400.454102
	Iteration 1F: 3 clusters Score -165744.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -166204.828125 Penalty: 8400.454102
	Iteration 2F: 3 clusters Score -166204.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -166806.359375 Penalty: 8400.454102
	Iteration 3F: 3 clusters Score -166806.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -167551.031250 Penalty: 8400.454102
	Iteration 4F: 3 clusters Score -167551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -168206.953125 Penalty: 8400.454102
	Iteration 5Q: 3 clusters Score -168207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -168534.687500 Penalty: 8400.454102
	Iteration 6Q: 3 clusters Score -168534.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -168750.218750 Penalty: 8400.454102
	Iteration 7Q: 3 clusters Score -168750.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -168962.140625 Penalty: 8400.454102
	Iteration 8Q: 3 clusters Score -168962.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -169224.984375 Penalty: 8400.454102
	Iteration 9Q: 3 clusters Score -169225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -169386.734375 Penalty: 8400.454102
	Iteration 10Q: 3 clusters Score -169386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -169506.671875 Penalty: 8400.454102
	Iteration 11Q: 3 clusters Score -169506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -169616.265625 Penalty: 8400.454102
	Iteration 12Q: 3 clusters Score -169616.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -169616.531250 Penalty: 8400.454102
	Iteration 13F: 3 clusters Score -169616.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -169637.093750 Penalty: 8400.454102
	Iteration 14Q: 3 clusters Score -169637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -169637.093750 Penalty: 8400.454102
	Iteration 15F: 3 clusters Score -169637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 15195 members 
Mstep: Class 7 contains 76836 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 15816 members 
Mstep: Class 16 contains 87661 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 22150 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 43641 members 
Mstep: Class 25 contains 22444 members 
Mstep: Class 26 contains 364 members 
Entering Unmasked Estep 
Score: -89437992.000000 Penalty: 207010.437500
Splitting cluster 4 changes total score from -89440984.000000 to -89437992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Entering Unmasked Estep 
Score: -1222131.500000 Penalty: 5319.299316
	Iteration 0F: 2 clusters Score -1222132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1214478.375000 Penalty: 10638.598633
	Iteration 0F: 3 clusters Score -1214478 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1215722.750000 Penalty: 10638.598633
	Iteration 1F: 3 clusters Score -1215723 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1216042.125000 Penalty: 10638.598633
	Iteration 2F: 3 clusters Score -1216042 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1216220.000000 Penalty: 10638.598633
	Iteration 3Q: 3 clusters Score -1216220 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1216341.375000 Penalty: 10638.598633
	Iteration 4Q: 3 clusters Score -1216341 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1216407.750000 Penalty: 10638.598633
	Iteration 5Q: 3 clusters Score -1216408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1216463.250000 Penalty: 10638.598633
	Iteration 6Q: 3 clusters Score -1216463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1216492.750000 Penalty: 10638.598633
	Iteration 7Q: 3 clusters Score -1216493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1216524.250000 Penalty: 10638.598633
	Iteration 8Q: 3 clusters Score -1216524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1216551.000000 Penalty: 10638.598633
	Iteration 9Q: 3 clusters Score -1216551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1216571.125000 Penalty: 10638.598633
	Iteration 10Q: 3 clusters Score -1216571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1216590.500000 Penalty: 10638.598633
	Iteration 11Q: 3 clusters Score -1216590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1216605.250000 Penalty: 10638.598633
	Iteration 12Q: 3 clusters Score -1216605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1216617.750000 Penalty: 10638.598633
	Iteration 13Q: 3 clusters Score -1216618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1216626.625000 Penalty: 10638.598633
	Iteration 14Q: 3 clusters Score -1216627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1216637.750000 Penalty: 10638.598633
	Iteration 15Q: 3 clusters Score -1216638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1216647.750000 Penalty: 10638.598633
	Iteration 16Q: 3 clusters Score -1216648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1216656.125000 Penalty: 10638.598633
	Iteration 17Q: 3 clusters Score -1216656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1216662.500000 Penalty: 10638.598633
	Iteration 18Q: 3 clusters Score -1216662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1216667.625000 Penalty: 10638.598633
	Iteration 19Q: 3 clusters Score -1216668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1216669.250000 Penalty: 10638.598633
	Iteration 20F: 3 clusters Score -1216669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1216672.500000 Penalty: 10638.598633
	Iteration 21Q: 3 clusters Score -1216672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1216674.375000 Penalty: 10638.598633
	Iteration 22Q: 3 clusters Score -1216674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1216677.750000 Penalty: 10638.598633
	Iteration 23Q: 3 clusters Score -1216678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1216676.875000 Penalty: 10638.598633
	Iteration 24Q: 3 clusters Score -1216677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1216676.875000 Penalty: 10638.598633
	Iteration 25F: 3 clusters Score -1216677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Entering Unmasked Estep 
Score: -3022634.250000 Penalty: 5897.591797
	Iteration 0F: 2 clusters Score -3022634 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 7628 members 
Entering Unmasked Estep 
Score: -3009123.500000 Penalty: 11795.183594
	Iteration 0F: 3 clusters Score -3009124 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3012419.500000 Penalty: 11795.183594
	Iteration 1F: 3 clusters Score -3012420 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3013081.000000 Penalty: 11795.183594
	Iteration 2F: 3 clusters Score -3013081 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3013585.750000 Penalty: 11795.183594
	Iteration 3F: 3 clusters Score -3013586 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3013998.500000 Penalty: 11795.183594
	Iteration 4Q: 3 clusters Score -3013998 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3014361.250000 Penalty: 11795.183594
	Iteration 5Q: 3 clusters Score -3014361 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3014698.250000 Penalty: 11795.183594
	Iteration 6Q: 3 clusters Score -3014698 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3015026.000000 Penalty: 11795.183594
	Iteration 7Q: 3 clusters Score -3015026 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3015339.500000 Penalty: 11795.183594
	Iteration 8Q: 3 clusters Score -3015340 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3015653.250000 Penalty: 11795.183594
	Iteration 9Q: 3 clusters Score -3015653 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3015936.500000 Penalty: 11795.183594
	Iteration 10Q: 3 clusters Score -3015936 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3016175.250000 Penalty: 11795.183594
	Iteration 11Q: 3 clusters Score -3016175 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3016389.500000 Penalty: 11795.183594
	Iteration 12Q: 3 clusters Score -3016390 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3016569.250000 Penalty: 11795.183594
	Iteration 13Q: 3 clusters Score -3016569 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3016756.250000 Penalty: 11795.183594
	Iteration 14Q: 3 clusters Score -3016756 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3016903.000000 Penalty: 11795.183594
	Iteration 15Q: 3 clusters Score -3016903 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3017042.750000 Penalty: 11795.183594
	Iteration 16Q: 3 clusters Score -3017043 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3017165.000000 Penalty: 11795.183594
	Iteration 17Q: 3 clusters Score -3017165 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3017260.750000 Penalty: 11795.183594
	Iteration 18Q: 3 clusters Score -3017261 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3017338.500000 Penalty: 11795.183594
	Iteration 19Q: 3 clusters Score -3017338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3017418.250000 Penalty: 11795.183594
	Iteration 20F: 3 clusters Score -3017418 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3017493.000000 Penalty: 11795.183594
	Iteration 21Q: 3 clusters Score -3017493 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3017553.750000 Penalty: 11795.183594
	Iteration 22Q: 3 clusters Score -3017554 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3017611.250000 Penalty: 11795.183594
	Iteration 23Q: 3 clusters Score -3017611 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3017636.000000 Penalty: 11795.183594
	Iteration 24Q: 3 clusters Score -3017636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3017672.500000 Penalty: 11795.183594
	Iteration 25Q: 3 clusters Score -3017672 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3017696.250000 Penalty: 11795.183594
	Iteration 26Q: 3 clusters Score -3017696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3017721.000000 Penalty: 11795.183594
	Iteration 27Q: 3 clusters Score -3017721 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3017745.500000 Penalty: 11795.183594
	Iteration 28Q: 3 clusters Score -3017746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3017794.500000 Penalty: 11795.183594
	Iteration 29Q: 3 clusters Score -3017794 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3017823.250000 Penalty: 11795.183594
	Iteration 30Q: 3 clusters Score -3017823 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3017865.000000 Penalty: 11795.183594
	Iteration 31Q: 3 clusters Score -3017865 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3017913.750000 Penalty: 11795.183594
	Iteration 32Q: 3 clusters Score -3017914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3017967.000000 Penalty: 11795.183594
	Iteration 33Q: 3 clusters Score -3017967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3018008.500000 Penalty: 11795.183594
	Iteration 34Q: 3 clusters Score -3018008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3018035.500000 Penalty: 11795.183594
	Iteration 35Q: 3 clusters Score -3018036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3018048.000000 Penalty: 11795.183594
	Iteration 36Q: 3 clusters Score -3018048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3018067.500000 Penalty: 11795.183594
	Iteration 37Q: 3 clusters Score -3018068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3018068.000000 Penalty: 11795.183594
	Iteration 38Q: 3 clusters Score -3018068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3018077.500000 Penalty: 11795.183594
	Iteration 39Q: 3 clusters Score -3018078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3018087.750000 Penalty: 11795.183594
	Iteration 40F: 3 clusters Score -3018088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3018093.500000 Penalty: 11795.183594
	Iteration 41Q: 3 clusters Score -3018094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3018100.000000 Penalty: 11795.183594
	Iteration 42Q: 3 clusters Score -3018100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3018109.500000 Penalty: 11795.183594
	Iteration 43Q: 3 clusters Score -3018110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3018120.500000 Penalty: 11795.183594
	Iteration 44Q: 3 clusters Score -3018120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3018124.750000 Penalty: 11795.183594
	Iteration 45Q: 3 clusters Score -3018125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3018121.250000 Penalty: 11795.183594
	Iteration 46Q: 3 clusters Score -3018121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3018125.500000 Penalty: 11795.183594
	Iteration 47Q: 3 clusters Score -3018126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3018129.250000 Penalty: 11795.183594
	Iteration 48Q: 3 clusters Score -3018129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3018128.250000 Penalty: 11795.183594
	Iteration 49Q: 3 clusters Score -3018128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3018131.000000 Penalty: 11795.183594
	Iteration 50Q: 3 clusters Score -3018131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3018131.750000 Penalty: 11795.183594
	Iteration 51Q: 3 clusters Score -3018132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3018131.750000 Penalty: 11795.183594
	Iteration 52F: 3 clusters Score -3018132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -15901240.000000 Penalty: 6890.274902
	Iteration 0F: 2 clusters Score -1.590124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -15848064.000000 Penalty: 13780.549805
	Iteration 0F: 3 clusters Score -1.584806e+07 nChanged 34683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -15866694.000000 Penalty: 13780.549805
	Iteration 1F: 3 clusters Score -1.586669e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -15867675.000000 Penalty: 13780.549805
	Iteration 2Q: 3 clusters Score -1.586768e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -15868520.000000 Penalty: 13780.549805
	Iteration 3Q: 3 clusters Score -1.586852e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -15869526.000000 Penalty: 13780.549805
	Iteration 4Q: 3 clusters Score -1.586953e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -15870487.000000 Penalty: 13780.549805
	Iteration 5Q: 3 clusters Score -1.587049e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -15871706.000000 Penalty: 13780.549805
	Iteration 6Q: 3 clusters Score -1.587171e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -15873226.000000 Penalty: 13780.549805
	Iteration 7Q: 3 clusters Score -1.587323e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -15875092.000000 Penalty: 13780.549805
	Iteration 8Q: 3 clusters Score -1.587509e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -15877507.000000 Penalty: 13780.549805
	Iteration 9F: 3 clusters Score -1.587751e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -15880323.000000 Penalty: 13780.549805
	Iteration 10F: 3 clusters Score -1.588032e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -15883159.000000 Penalty: 13780.549805
	Iteration 11F: 3 clusters Score -1.588316e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -15885825.000000 Penalty: 13780.549805
	Iteration 12Q: 3 clusters Score -1.588582e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -15888304.000000 Penalty: 13780.549805
	Iteration 13Q: 3 clusters Score -1.58883e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -15890066.000000 Penalty: 13780.549805
	Iteration 14Q: 3 clusters Score -1.589007e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -15891420.000000 Penalty: 13780.549805
	Iteration 15Q: 3 clusters Score -1.589142e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -15892380.000000 Penalty: 13780.549805
	Iteration 16Q: 3 clusters Score -1.589238e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -15893070.000000 Penalty: 13780.549805
	Iteration 17Q: 3 clusters Score -1.589307e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -15893436.000000 Penalty: 13780.549805
	Iteration 18Q: 3 clusters Score -1.589344e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -15893883.000000 Penalty: 13780.549805
	Iteration 19Q: 3 clusters Score -1.589388e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -15894163.000000 Penalty: 13780.549805
	Iteration 20F: 3 clusters Score -1.589416e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -15894467.000000 Penalty: 13780.549805
	Iteration 21Q: 3 clusters Score -1.589447e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -15894630.000000 Penalty: 13780.549805
	Iteration 22Q: 3 clusters Score -1.589463e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -15894720.000000 Penalty: 13780.549805
	Iteration 23Q: 3 clusters Score -1.589472e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74457 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -15894826.000000 Penalty: 13780.549805
	Iteration 24Q: 3 clusters Score -1.589483e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -15894931.000000 Penalty: 13780.549805
	Iteration 25Q: 3 clusters Score -1.589493e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -15895022.000000 Penalty: 13780.549805
	Iteration 26Q: 3 clusters Score -1.589502e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -15895074.000000 Penalty: 13780.549805
	Iteration 27Q: 3 clusters Score -1.589507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -15895099.000000 Penalty: 13780.549805
	Iteration 28Q: 3 clusters Score -1.58951e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -15895123.000000 Penalty: 13780.549805
	Iteration 29Q: 3 clusters Score -1.589512e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -15895144.000000 Penalty: 13780.549805
	Iteration 30Q: 3 clusters Score -1.589514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -15895144.000000 Penalty: 13780.549805
	Iteration 31Q: 3 clusters Score -1.589514e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -15895160.000000 Penalty: 13780.549805
	Iteration 32Q: 3 clusters Score -1.589516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15895183.000000 Penalty: 13780.549805
	Iteration 33Q: 3 clusters Score -1.589518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -15895174.000000 Penalty: 13780.549805
	Iteration 34Q: 3 clusters Score -1.589517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -15895207.000000 Penalty: 13780.549805
	Iteration 35Q: 3 clusters Score -1.589521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -15895212.000000 Penalty: 13780.549805
	Iteration 36Q: 3 clusters Score -1.589521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -15895220.000000 Penalty: 13780.549805
	Iteration 37Q: 3 clusters Score -1.589522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -15895231.000000 Penalty: 13780.549805
	Iteration 38Q: 3 clusters Score -1.589523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -15895240.000000 Penalty: 13780.549805
	Iteration 39Q: 3 clusters Score -1.589524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -15895251.000000 Penalty: 13780.549805
	Iteration 40F: 3 clusters Score -1.589525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15895241.000000 Penalty: 13780.549805
	Iteration 41Q: 3 clusters Score -1.589524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -15895248.000000 Penalty: 13780.549805
	Iteration 42Q: 3 clusters Score -1.589525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -15895245.000000 Penalty: 13780.549805
	Iteration 43Q: 3 clusters Score -1.589524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -15895260.000000 Penalty: 13780.549805
	Iteration 44Q: 3 clusters Score -1.589526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -15895258.000000 Penalty: 13780.549805
	Iteration 45Q: 3 clusters Score -1.589526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -15895254.000000 Penalty: 13780.549805
	Iteration 46Q: 3 clusters Score -1.589525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -15895303.000000 Penalty: 13780.549805
	Iteration 47Q: 3 clusters Score -1.58953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -15895310.000000 Penalty: 13780.549805
	Iteration 48Q: 3 clusters Score -1.589531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75205 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -15895312.000000 Penalty: 13780.549805
	Iteration 49Q: 3 clusters Score -1.589531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -15895291.000000 Penalty: 13780.549805
	Iteration 50Q: 3 clusters Score -1.589529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -15895296.000000 Penalty: 13780.549805
	Iteration 51Q: 3 clusters Score -1.58953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -15895292.000000 Penalty: 13780.549805
	Iteration 52Q: 3 clusters Score -1.589529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -15895300.000000 Penalty: 13780.549805
	Iteration 53Q: 3 clusters Score -1.58953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15895313.000000 Penalty: 13780.549805
	Iteration 54Q: 3 clusters Score -1.589531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15895308.000000 Penalty: 13780.549805
	Iteration 55Q: 3 clusters Score -1.589531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -15895307.000000 Penalty: 13780.549805
	Iteration 56Q: 3 clusters Score -1.589531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15895301.000000 Penalty: 13780.549805
	Iteration 57Q: 3 clusters Score -1.58953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -15895308.000000 Penalty: 13780.549805
	Iteration 58Q: 3 clusters Score -1.589531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -15895308.000000 Penalty: 13780.549805
	Iteration 59F: 3 clusters Score -1.589531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -102467.562500 Penalty: 3872.571045
	Iteration 0F: 2 clusters Score -102467.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98970.382812 Penalty: 7745.142090
	Iteration 0F: 3 clusters Score -98970.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -99249.773438 Penalty: 7745.142090
	Iteration 1F: 3 clusters Score -99249.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99294.843750 Penalty: 7745.142090
	Iteration 2Q: 3 clusters Score -99294.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99303.757812 Penalty: 7745.142090
	Iteration 3Q: 3 clusters Score -99303.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99303.757812 Penalty: 7745.142090
	Iteration 4F: 3 clusters Score -99303.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Entering Unmasked Estep 
Score: -1752140.875000 Penalty: 5564.634277
	Iteration 0F: 2 clusters Score -1752141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1742659.125000 Penalty: 11129.268555
	Iteration 0F: 3 clusters Score -1742659 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1744495.250000 Penalty: 11129.268555
	Iteration 1F: 3 clusters Score -1744495 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1744929.000000 Penalty: 11129.268555
	Iteration 2F: 3 clusters Score -1744929 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1745167.250000 Penalty: 11129.268555
	Iteration 3Q: 3 clusters Score -1745167 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1745325.875000 Penalty: 11129.268555
	Iteration 4Q: 3 clusters Score -1745326 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1745465.500000 Penalty: 11129.268555
	Iteration 5Q: 3 clusters Score -1745466 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1745598.625000 Penalty: 11129.268555
	Iteration 6Q: 3 clusters Score -1745599 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1745731.625000 Penalty: 11129.268555
	Iteration 7Q: 3 clusters Score -1745732 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1745868.500000 Penalty: 11129.268555
	Iteration 8Q: 3 clusters Score -1745868 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1745978.500000 Penalty: 11129.268555
	Iteration 9Q: 3 clusters Score -1745978 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1746069.750000 Penalty: 11129.268555
	Iteration 10Q: 3 clusters Score -1746070 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1746159.875000 Penalty: 11129.268555
	Iteration 11Q: 3 clusters Score -1746160 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1746240.250000 Penalty: 11129.268555
	Iteration 12Q: 3 clusters Score -1746240 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1746320.125000 Penalty: 11129.268555
	Iteration 13Q: 3 clusters Score -1746320 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1746400.625000 Penalty: 11129.268555
	Iteration 14Q: 3 clusters Score -1746401 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1746488.375000 Penalty: 11129.268555
	Iteration 15Q: 3 clusters Score -1746488 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1746579.250000 Penalty: 11129.268555
	Iteration 16Q: 3 clusters Score -1746579 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1746669.500000 Penalty: 11129.268555
	Iteration 17Q: 3 clusters Score -1746670 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1746761.625000 Penalty: 11129.268555
	Iteration 18Q: 3 clusters Score -1746762 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1746863.125000 Penalty: 11129.268555
	Iteration 19Q: 3 clusters Score -1746863 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1746966.750000 Penalty: 11129.268555
	Iteration 20F: 3 clusters Score -1746967 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1747073.625000 Penalty: 11129.268555
	Iteration 21Q: 3 clusters Score -1747074 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1747180.375000 Penalty: 11129.268555
	Iteration 22Q: 3 clusters Score -1747180 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1747290.250000 Penalty: 11129.268555
	Iteration 23Q: 3 clusters Score -1747290 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1747384.125000 Penalty: 11129.268555
	Iteration 24Q: 3 clusters Score -1747384 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1747490.375000 Penalty: 11129.268555
	Iteration 25Q: 3 clusters Score -1747490 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1747589.250000 Penalty: 11129.268555
	Iteration 26Q: 3 clusters Score -1747589 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1747681.000000 Penalty: 11129.268555
	Iteration 27Q: 3 clusters Score -1747681 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1747759.875000 Penalty: 11129.268555
	Iteration 28Q: 3 clusters Score -1747760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1747828.500000 Penalty: 11129.268555
	Iteration 29Q: 3 clusters Score -1747828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1747892.375000 Penalty: 11129.268555
	Iteration 30Q: 3 clusters Score -1747892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1747948.125000 Penalty: 11129.268555
	Iteration 31Q: 3 clusters Score -1747948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1747994.000000 Penalty: 11129.268555
	Iteration 32Q: 3 clusters Score -1747994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1748035.000000 Penalty: 11129.268555
	Iteration 33Q: 3 clusters Score -1748035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1748060.000000 Penalty: 11129.268555
	Iteration 34Q: 3 clusters Score -1748060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1748083.250000 Penalty: 11129.268555
	Iteration 35Q: 3 clusters Score -1748083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1748103.375000 Penalty: 11129.268555
	Iteration 36Q: 3 clusters Score -1748103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1748120.750000 Penalty: 11129.268555
	Iteration 37Q: 3 clusters Score -1748121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1748142.250000 Penalty: 11129.268555
	Iteration 38Q: 3 clusters Score -1748142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1748154.000000 Penalty: 11129.268555
	Iteration 39Q: 3 clusters Score -1748154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1748169.000000 Penalty: 11129.268555
	Iteration 40F: 3 clusters Score -1748169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1748181.500000 Penalty: 11129.268555
	Iteration 41Q: 3 clusters Score -1748182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1748195.125000 Penalty: 11129.268555
	Iteration 42Q: 3 clusters Score -1748195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1748207.750000 Penalty: 11129.268555
	Iteration 43Q: 3 clusters Score -1748208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1748221.500000 Penalty: 11129.268555
	Iteration 44Q: 3 clusters Score -1748222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1748232.000000 Penalty: 11129.268555
	Iteration 45Q: 3 clusters Score -1748232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1748234.875000 Penalty: 11129.268555
	Iteration 46Q: 3 clusters Score -1748235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1748238.125000 Penalty: 11129.268555
	Iteration 47Q: 3 clusters Score -1748238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1748239.750000 Penalty: 11129.268555
	Iteration 48Q: 3 clusters Score -1748240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1748241.875000 Penalty: 11129.268555
	Iteration 49Q: 3 clusters Score -1748242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1748243.250000 Penalty: 11129.268555
	Iteration 50Q: 3 clusters Score -1748243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1748243.625000 Penalty: 11129.268555
	Iteration 51Q: 3 clusters Score -1748244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1748243.625000 Penalty: 11129.268555
	Iteration 52Q: 3 clusters Score -1748244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1748244.875000 Penalty: 11129.268555
	Iteration 53Q: 3 clusters Score -1748245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1748246.875000 Penalty: 11129.268555
	Iteration 54Q: 3 clusters Score -1748247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1748246.875000 Penalty: 11129.268555
	Iteration 55F: 3 clusters Score -1748247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -103731.398438 Penalty: 3849.032227
	Iteration 0F: 2 clusters Score -103731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -100291.726562 Penalty: 7698.064453
	Iteration 0F: 3 clusters Score -100291.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -100502.429688 Penalty: 7698.064453
	Iteration 1F: 3 clusters Score -100502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -100541.992188 Penalty: 7698.064453
	Iteration 2Q: 3 clusters Score -100542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100557.390625 Penalty: 7698.064453
	Iteration 3Q: 3 clusters Score -100557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100561.468750 Penalty: 7698.064453
	Iteration 4Q: 3 clusters Score -100561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100564.804688 Penalty: 7698.064453
	Iteration 5Q: 3 clusters Score -100564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -100564.804688 Penalty: 7698.064453
	Iteration 6F: 3 clusters Score -100564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -130787.718750 Penalty: 4050.697754
	Iteration 0F: 2 clusters Score -130787.7 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 364 members 
Entering Unmasked Estep 
Score: -127131.984375 Penalty: 8101.395508
	Iteration 0F: 3 clusters Score -127132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -127542.570312 Penalty: 8101.395508
	Iteration 1F: 3 clusters Score -127542.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -127720.750000 Penalty: 8101.395508
	Iteration 2Q: 3 clusters Score -127720.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -127833.984375 Penalty: 8101.395508
	Iteration 3Q: 3 clusters Score -127834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -127897.976562 Penalty: 8101.395508
	Iteration 4Q: 3 clusters Score -127898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -127988.375000 Penalty: 8101.395508
	Iteration 5Q: 3 clusters Score -127988.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -128081.156250 Penalty: 8101.395508
	Iteration 6Q: 3 clusters Score -128081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -128155.421875 Penalty: 8101.395508
	Iteration 7Q: 3 clusters Score -128155.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -128305.859375 Penalty: 8101.395508
	Iteration 8Q: 3 clusters Score -128305.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -128379.320312 Penalty: 8101.395508
	Iteration 9Q: 3 clusters Score -128379.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -128403.289062 Penalty: 8101.395508
	Iteration 10Q: 3 clusters Score -128403.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -128421.320312 Penalty: 8101.395508
	Iteration 11Q: 3 clusters Score -128421.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -128440.015625 Penalty: 8101.395508
	Iteration 12Q: 3 clusters Score -128440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -128440.015625 Penalty: 8101.395508
	Iteration 13F: 3 clusters Score -128440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -99908.726562 Penalty: 3858.106445
	Iteration 0F: 2 clusters Score -99908.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -96521.898438 Penalty: 7716.212891
	Iteration 0F: 3 clusters Score -96521.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96723.242188 Penalty: 7716.212891
	Iteration 1F: 3 clusters Score -96723.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -96790.992188 Penalty: 7716.212891
	Iteration 2Q: 3 clusters Score -96790.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96839.835938 Penalty: 7716.212891
	Iteration 3Q: 3 clusters Score -96839.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -96851.101562 Penalty: 7716.212891
	Iteration 4Q: 3 clusters Score -96851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -96880.242188 Penalty: 7716.212891
	Iteration 5Q: 3 clusters Score -96880.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -96901.656250 Penalty: 7716.212891
	Iteration 6Q: 3 clusters Score -96901.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -96943.898438 Penalty: 7716.212891
	Iteration 7Q: 3 clusters Score -96943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -96964.960938 Penalty: 7716.212891
	Iteration 8Q: 3 clusters Score -96964.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -96988.820312 Penalty: 7716.212891
	Iteration 9Q: 3 clusters Score -96988.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97014.632812 Penalty: 7716.212891
	Iteration 10Q: 3 clusters Score -97014.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97014.632812 Penalty: 7716.212891
	Iteration 11F: 3 clusters Score -97014.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Entering Unmasked Estep 
Score: -5094744.000000 Penalty: 6195.166992
	Iteration 0F: 2 clusters Score -5094744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -5075254.500000 Penalty: 12390.333984
	Iteration 0F: 3 clusters Score -5075254 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -5080838.500000 Penalty: 12390.333984
	Iteration 1F: 3 clusters Score -5080838 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -5081657.500000 Penalty: 12390.333984
	Iteration 2F: 3 clusters Score -5081658 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -5082323.500000 Penalty: 12390.333984
	Iteration 3F: 3 clusters Score -5082324 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -5082833.000000 Penalty: 12390.333984
	Iteration 4Q: 3 clusters Score -5082833 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -5083258.500000 Penalty: 12390.333984
	Iteration 5Q: 3 clusters Score -5083258 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -5083631.000000 Penalty: 12390.333984
	Iteration 6Q: 3 clusters Score -5083631 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -5083934.000000 Penalty: 12390.333984
	Iteration 7Q: 3 clusters Score -5083934 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -5084253.000000 Penalty: 12390.333984
	Iteration 8Q: 3 clusters Score -5084253 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5084582.500000 Penalty: 12390.333984
	Iteration 9Q: 3 clusters Score -5084582 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -5084895.500000 Penalty: 12390.333984
	Iteration 10Q: 3 clusters Score -5084896 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -5085158.500000 Penalty: 12390.333984
	Iteration 11Q: 3 clusters Score -5085158 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5085457.500000 Penalty: 12390.333984
	Iteration 12Q: 3 clusters Score -5085458 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -5085723.000000 Penalty: 12390.333984
	Iteration 13Q: 3 clusters Score -5085723 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -5085976.500000 Penalty: 12390.333984
	Iteration 14Q: 3 clusters Score -5085976 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -5086152.500000 Penalty: 12390.333984
	Iteration 15Q: 3 clusters Score -5086152 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -5086334.000000 Penalty: 12390.333984
	Iteration 16Q: 3 clusters Score -5086334 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -5086523.000000 Penalty: 12390.333984
	Iteration 17Q: 3 clusters Score -5086523 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -5086728.000000 Penalty: 12390.333984
	Iteration 18Q: 3 clusters Score -5086728 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -5086926.000000 Penalty: 12390.333984
	Iteration 19Q: 3 clusters Score -5086926 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -5087119.500000 Penalty: 12390.333984
	Iteration 20F: 3 clusters Score -5087120 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -5087335.500000 Penalty: 12390.333984
	Iteration 21Q: 3 clusters Score -5087336 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5087561.000000 Penalty: 12390.333984
	Iteration 22Q: 3 clusters Score -5087561 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -5087748.500000 Penalty: 12390.333984
	Iteration 23Q: 3 clusters Score -5087748 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -5087930.500000 Penalty: 12390.333984
	Iteration 24Q: 3 clusters Score -5087930 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5088072.500000 Penalty: 12390.333984
	Iteration 25Q: 3 clusters Score -5088072 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -5088219.000000 Penalty: 12390.333984
	Iteration 26Q: 3 clusters Score -5088219 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5088325.500000 Penalty: 12390.333984
	Iteration 27Q: 3 clusters Score -5088326 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -5088449.500000 Penalty: 12390.333984
	Iteration 28Q: 3 clusters Score -5088450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -5088504.000000 Penalty: 12390.333984
	Iteration 29Q: 3 clusters Score -5088504 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -5088589.000000 Penalty: 12390.333984
	Iteration 30Q: 3 clusters Score -5088589 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5088650.000000 Penalty: 12390.333984
	Iteration 31Q: 3 clusters Score -5088650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5088692.000000 Penalty: 12390.333984
	Iteration 32Q: 3 clusters Score -5088692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -5088729.500000 Penalty: 12390.333984
	Iteration 33Q: 3 clusters Score -5088730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -5088744.500000 Penalty: 12390.333984
	Iteration 34Q: 3 clusters Score -5088744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -5088791.000000 Penalty: 12390.333984
	Iteration 35Q: 3 clusters Score -5088791 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5088813.000000 Penalty: 12390.333984
	Iteration 36Q: 3 clusters Score -5088813 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -5088855.000000 Penalty: 12390.333984
	Iteration 37Q: 3 clusters Score -5088855 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5088883.500000 Penalty: 12390.333984
	Iteration 38Q: 3 clusters Score -5088884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -5088913.000000 Penalty: 12390.333984
	Iteration 39Q: 3 clusters Score -5088913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5088929.500000 Penalty: 12390.333984
	Iteration 40F: 3 clusters Score -5088930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5088959.500000 Penalty: 12390.333984
	Iteration 41Q: 3 clusters Score -5088960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5088980.000000 Penalty: 12390.333984
	Iteration 42Q: 3 clusters Score -5088980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5088999.500000 Penalty: 12390.333984
	Iteration 43Q: 3 clusters Score -5089000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5089013.000000 Penalty: 12390.333984
	Iteration 44Q: 3 clusters Score -5089013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5089004.500000 Penalty: 12390.333984
	Iteration 45Q: 3 clusters Score -5089004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5089027.500000 Penalty: 12390.333984
	Iteration 46Q: 3 clusters Score -5089028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5089031.000000 Penalty: 12390.333984
	Iteration 47Q: 3 clusters Score -5089031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5089047.500000 Penalty: 12390.333984
	Iteration 48Q: 3 clusters Score -5089048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5089043.000000 Penalty: 12390.333984
	Iteration 49Q: 3 clusters Score -5089043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5089067.000000 Penalty: 12390.333984
	Iteration 50Q: 3 clusters Score -5089067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5089070.000000 Penalty: 12390.333984
	Iteration 51Q: 3 clusters Score -5089070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5089074.000000 Penalty: 12390.333984
	Iteration 52Q: 3 clusters Score -5089074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5089070.500000 Penalty: 12390.333984
	Iteration 53Q: 3 clusters Score -5089070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5089078.500000 Penalty: 12390.333984
	Iteration 54Q: 3 clusters Score -5089078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5089086.500000 Penalty: 12390.333984
	Iteration 55Q: 3 clusters Score -5089086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5089086.500000 Penalty: 12390.333984
	Iteration 56Q: 3 clusters Score -5089086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5089089.500000 Penalty: 12390.333984
	Iteration 57Q: 3 clusters Score -5089090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5089101.000000 Penalty: 12390.333984
	Iteration 58Q: 3 clusters Score -5089101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -5089102.500000 Penalty: 12390.333984
	Iteration 59Q: 3 clusters Score -5089102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -5089099.000000 Penalty: 12390.333984
	Iteration 60F: 3 clusters Score -5089099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5089112.000000 Penalty: 12390.333984
	Iteration 61Q: 3 clusters Score -5089112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5089115.500000 Penalty: 12390.333984
	Iteration 62Q: 3 clusters Score -5089116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5089124.000000 Penalty: 12390.333984
	Iteration 63Q: 3 clusters Score -5089124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5089131.500000 Penalty: 12390.333984
	Iteration 64Q: 3 clusters Score -5089132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5089134.000000 Penalty: 12390.333984
	Iteration 65Q: 3 clusters Score -5089134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5089144.000000 Penalty: 12390.333984
	Iteration 66Q: 3 clusters Score -5089144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5089145.500000 Penalty: 12390.333984
	Iteration 67Q: 3 clusters Score -5089146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5089151.500000 Penalty: 12390.333984
	Iteration 68Q: 3 clusters Score -5089152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5089155.500000 Penalty: 12390.333984
	Iteration 69Q: 3 clusters Score -5089156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5089161.000000 Penalty: 12390.333984
	Iteration 70Q: 3 clusters Score -5089161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5089164.000000 Penalty: 12390.333984
	Iteration 71Q: 3 clusters Score -5089164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5089165.500000 Penalty: 12390.333984
	Iteration 72Q: 3 clusters Score -5089166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5089170.500000 Penalty: 12390.333984
	Iteration 73Q: 3 clusters Score -5089170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5089174.500000 Penalty: 12390.333984
	Iteration 74Q: 3 clusters Score -5089174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5089174.000000 Penalty: 12390.333984
	Iteration 75Q: 3 clusters Score -5089174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5089169.000000 Penalty: 12390.333984
	Iteration 76Q: 3 clusters Score -5089169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5089174.500000 Penalty: 12390.333984
	Iteration 77Q: 3 clusters Score -5089174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5089178.500000 Penalty: 12390.333984
	Iteration 78Q: 3 clusters Score -5089178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5089181.000000 Penalty: 12390.333984
	Iteration 79Q: 3 clusters Score -5089181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5089183.000000 Penalty: 12390.333984
	Iteration 80F: 3 clusters Score -5089183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5089177.500000 Penalty: 12390.333984
	Iteration 81Q: 3 clusters Score -5089178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5089182.500000 Penalty: 12390.333984
	Iteration 82Q: 3 clusters Score -5089182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5089186.000000 Penalty: 12390.333984
	Iteration 83Q: 3 clusters Score -5089186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5089188.000000 Penalty: 12390.333984
	Iteration 84Q: 3 clusters Score -5089188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5089188.000000 Penalty: 12390.333984
	Iteration 85F: 3 clusters Score -5089188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -126558.226562 Penalty: 4023.807373
	Iteration 0F: 2 clusters Score -126558.2 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 344 members 
Entering Unmasked Estep 
Score: -122897.070312 Penalty: 8047.614746
	Iteration 0F: 3 clusters Score -122897.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -123330.945312 Penalty: 8047.614746
	Iteration 1F: 3 clusters Score -123330.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -123513.843750 Penalty: 8047.614746
	Iteration 2Q: 3 clusters Score -123513.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -123569.968750 Penalty: 8047.614746
	Iteration 3Q: 3 clusters Score -123570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -123605.304688 Penalty: 8047.614746
	Iteration 4Q: 3 clusters Score -123605.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -123627.968750 Penalty: 8047.614746
	Iteration 5Q: 3 clusters Score -123628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -123637.695312 Penalty: 8047.614746
	Iteration 6Q: 3 clusters Score -123637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -123640.617188 Penalty: 8047.614746
	Iteration 7Q: 3 clusters Score -123640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -123640.617188 Penalty: 8047.614746
	Iteration 8F: 3 clusters Score -123640.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Entering Unmasked Estep 
Score: -3095777.250000 Penalty: 5922.125977
	Iteration 0F: 2 clusters Score -3095777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3081901.250000 Penalty: 11844.251953
	Iteration 0F: 3 clusters Score -3081901 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3085431.000000 Penalty: 11844.251953
	Iteration 1F: 3 clusters Score -3085431 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3086159.250000 Penalty: 11844.251953
	Iteration 2F: 3 clusters Score -3086159 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3086711.000000 Penalty: 11844.251953
	Iteration 3F: 3 clusters Score -3086711 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3087213.000000 Penalty: 11844.251953
	Iteration 4Q: 3 clusters Score -3087213 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3087742.250000 Penalty: 11844.251953
	Iteration 5Q: 3 clusters Score -3087742 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3088328.000000 Penalty: 11844.251953
	Iteration 6Q: 3 clusters Score -3088328 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3088935.250000 Penalty: 11844.251953
	Iteration 7Q: 3 clusters Score -3088935 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3089487.000000 Penalty: 11844.251953
	Iteration 8Q: 3 clusters Score -3089487 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3089993.500000 Penalty: 11844.251953
	Iteration 9Q: 3 clusters Score -3089994 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3090442.000000 Penalty: 11844.251953
	Iteration 10Q: 3 clusters Score -3090442 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3090742.750000 Penalty: 11844.251953
	Iteration 11Q: 3 clusters Score -3090743 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3091025.500000 Penalty: 11844.251953
	Iteration 12Q: 3 clusters Score -3091026 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3091231.250000 Penalty: 11844.251953
	Iteration 13Q: 3 clusters Score -3091231 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3091354.250000 Penalty: 11844.251953
	Iteration 14Q: 3 clusters Score -3091354 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3091473.250000 Penalty: 11844.251953
	Iteration 15Q: 3 clusters Score -3091473 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3091546.000000 Penalty: 11844.251953
	Iteration 16Q: 3 clusters Score -3091546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3091597.500000 Penalty: 11844.251953
	Iteration 17Q: 3 clusters Score -3091598 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3091652.250000 Penalty: 11844.251953
	Iteration 18Q: 3 clusters Score -3091652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3091673.500000 Penalty: 11844.251953
	Iteration 19Q: 3 clusters Score -3091674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3091700.750000 Penalty: 11844.251953
	Iteration 20F: 3 clusters Score -3091701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3091709.250000 Penalty: 11844.251953
	Iteration 21Q: 3 clusters Score -3091709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3091733.000000 Penalty: 11844.251953
	Iteration 22Q: 3 clusters Score -3091733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3091750.000000 Penalty: 11844.251953
	Iteration 23Q: 3 clusters Score -3091750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3091754.000000 Penalty: 11844.251953
	Iteration 24Q: 3 clusters Score -3091754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3091764.750000 Penalty: 11844.251953
	Iteration 25Q: 3 clusters Score -3091765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3091769.250000 Penalty: 11844.251953
	Iteration 26Q: 3 clusters Score -3091769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3091777.250000 Penalty: 11844.251953
	Iteration 27Q: 3 clusters Score -3091777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3091782.500000 Penalty: 11844.251953
	Iteration 28Q: 3 clusters Score -3091782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3091779.750000 Penalty: 11844.251953
	Iteration 29Q: 3 clusters Score -3091780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3091781.500000 Penalty: 11844.251953
	Iteration 30Q: 3 clusters Score -3091782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3091780.500000 Penalty: 11844.251953
	Iteration 31Q: 3 clusters Score -3091780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3091783.000000 Penalty: 11844.251953
	Iteration 32Q: 3 clusters Score -3091783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3091793.000000 Penalty: 11844.251953
	Iteration 33Q: 3 clusters Score -3091793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3091788.750000 Penalty: 11844.251953
	Iteration 34Q: 3 clusters Score -3091789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3091789.250000 Penalty: 11844.251953
	Iteration 35Q: 3 clusters Score -3091789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3091796.250000 Penalty: 11844.251953
	Iteration 36Q: 3 clusters Score -3091796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3091796.250000 Penalty: 11844.251953
	Iteration 37F: 3 clusters Score -3091796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (87661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Entering Unmasked Estep 
Score: -18024602.000000 Penalty: 6971.004883
	Iteration 0F: 2 clusters Score -1.80246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -17964706.000000 Penalty: 13942.009766
	Iteration 0F: 3 clusters Score -1.796471e+07 nChanged 39626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -17985850.000000 Penalty: 13942.009766
	Iteration 1F: 3 clusters Score -1.798585e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -17986838.000000 Penalty: 13942.009766
	Iteration 2Q: 3 clusters Score -1.798684e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -17987766.000000 Penalty: 13942.009766
	Iteration 3Q: 3 clusters Score -1.798777e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -17988920.000000 Penalty: 13942.009766
	Iteration 4Q: 3 clusters Score -1.798892e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -17990382.000000 Penalty: 13942.009766
	Iteration 5Q: 3 clusters Score -1.799038e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -17992248.000000 Penalty: 13942.009766
	Iteration 6Q: 3 clusters Score -1.799225e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -17995256.000000 Penalty: 13942.009766
	Iteration 7F: 3 clusters Score -1.799526e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -17999988.000000 Penalty: 13942.009766
	Iteration 8F: 3 clusters Score -1.799999e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -18005928.000000 Penalty: 13942.009766
	Iteration 9F: 3 clusters Score -1.800593e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -18011532.000000 Penalty: 13942.009766
	Iteration 10F: 3 clusters Score -1.801153e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -18015204.000000 Penalty: 13942.009766
	Iteration 11Q: 3 clusters Score -1.80152e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -18017070.000000 Penalty: 13942.009766
	Iteration 12Q: 3 clusters Score -1.801707e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -18017766.000000 Penalty: 13942.009766
	Iteration 13Q: 3 clusters Score -1.801777e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -18018158.000000 Penalty: 13942.009766
	Iteration 14Q: 3 clusters Score -1.801816e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -18018412.000000 Penalty: 13942.009766
	Iteration 15Q: 3 clusters Score -1.801841e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18018532.000000 Penalty: 13942.009766
	Iteration 16Q: 3 clusters Score -1.801853e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -18018586.000000 Penalty: 13942.009766
	Iteration 17Q: 3 clusters Score -1.801859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86999 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18018626.000000 Penalty: 13942.009766
	Iteration 18Q: 3 clusters Score -1.801863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -18018640.000000 Penalty: 13942.009766
	Iteration 19Q: 3 clusters Score -1.801864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87027 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18018668.000000 Penalty: 13942.009766
	Iteration 20F: 3 clusters Score -1.801867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -18018700.000000 Penalty: 13942.009766
	Iteration 21Q: 3 clusters Score -1.80187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18018720.000000 Penalty: 13942.009766
	Iteration 22Q: 3 clusters Score -1.801872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18018722.000000 Penalty: 13942.009766
	Iteration 23Q: 3 clusters Score -1.801872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18018730.000000 Penalty: 13942.009766
	Iteration 24Q: 3 clusters Score -1.801873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -18018742.000000 Penalty: 13942.009766
	Iteration 25Q: 3 clusters Score -1.801874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -18018740.000000 Penalty: 13942.009766
	Iteration 26Q: 3 clusters Score -1.801874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -18018740.000000 Penalty: 13942.009766
	Iteration 27F: 3 clusters Score -1.801874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -173773.375000 Penalty: 4156.864258
	Iteration 0F: 2 clusters Score -173773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -169766.078125 Penalty: 8313.728516
	Iteration 0F: 3 clusters Score -169766.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -170036.796875 Penalty: 8313.728516
	Iteration 1F: 3 clusters Score -170036.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -170117.765625 Penalty: 8313.728516
	Iteration 2Q: 3 clusters Score -170117.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -170166.562500 Penalty: 8313.728516
	Iteration 3Q: 3 clusters Score -170166.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -170186.796875 Penalty: 8313.728516
	Iteration 4Q: 3 clusters Score -170186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -170212.546875 Penalty: 8313.728516
	Iteration 5Q: 3 clusters Score -170212.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -170223.000000 Penalty: 8313.728516
	Iteration 6Q: 3 clusters Score -170223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -170225.937500 Penalty: 8313.728516
	Iteration 7Q: 3 clusters Score -170225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -170225.937500 Penalty: 8313.728516
	Iteration 8F: 3 clusters Score -170225.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Entering Unmasked Estep 
Score: -4171481.250000 Penalty: 6071.282715
	Iteration 0F: 2 clusters Score -4171481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -4154953.000000 Penalty: 12142.565430
	Iteration 0F: 3 clusters Score -4154953 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4159281.000000 Penalty: 12142.565430
	Iteration 1F: 3 clusters Score -4159281 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -4160039.750000 Penalty: 12142.565430
	Iteration 2F: 3 clusters Score -4160040 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4160642.750000 Penalty: 12142.565430
	Iteration 3F: 3 clusters Score -4160643 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4161117.750000 Penalty: 12142.565430
	Iteration 4Q: 3 clusters Score -4161118 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -4161553.750000 Penalty: 12142.565430
	Iteration 5Q: 3 clusters Score -4161554 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -4161972.000000 Penalty: 12142.565430
	Iteration 6Q: 3 clusters Score -4161972 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4162402.250000 Penalty: 12142.565430
	Iteration 7Q: 3 clusters Score -4162402 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4162820.750000 Penalty: 12142.565430
	Iteration 8Q: 3 clusters Score -4162821 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -4163234.500000 Penalty: 12142.565430
	Iteration 9Q: 3 clusters Score -4163234 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4163618.750000 Penalty: 12142.565430
	Iteration 10Q: 3 clusters Score -4163619 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -4163998.000000 Penalty: 12142.565430
	Iteration 11Q: 3 clusters Score -4163998 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -4164401.500000 Penalty: 12142.565430
	Iteration 12Q: 3 clusters Score -4164402 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4164787.250000 Penalty: 12142.565430
	Iteration 13Q: 3 clusters Score -4164787 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4165196.250000 Penalty: 12142.565430
	Iteration 14Q: 3 clusters Score -4165196 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4165652.000000 Penalty: 12142.565430
	Iteration 15Q: 3 clusters Score -4165652 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -4166020.750000 Penalty: 12142.565430
	Iteration 16Q: 3 clusters Score -4166021 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -4166285.750000 Penalty: 12142.565430
	Iteration 17Q: 3 clusters Score -4166286 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4166460.750000 Penalty: 12142.565430
	Iteration 18Q: 3 clusters Score -4166461 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4166584.750000 Penalty: 12142.565430
	Iteration 19Q: 3 clusters Score -4166585 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -4166671.000000 Penalty: 12142.565430
	Iteration 20F: 3 clusters Score -4166671 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -4166725.750000 Penalty: 12142.565430
	Iteration 21Q: 3 clusters Score -4166726 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4166763.500000 Penalty: 12142.565430
	Iteration 22Q: 3 clusters Score -4166764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4166789.750000 Penalty: 12142.565430
	Iteration 23Q: 3 clusters Score -4166790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -4166811.000000 Penalty: 12142.565430
	Iteration 24Q: 3 clusters Score -4166811 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4166805.250000 Penalty: 12142.565430
	Iteration 25Q: 3 clusters Score -4166805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4166833.250000 Penalty: 12142.565430
	Iteration 26Q: 3 clusters Score -4166833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4166839.000000 Penalty: 12142.565430
	Iteration 27Q: 3 clusters Score -4166839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4166847.750000 Penalty: 12142.565430
	Iteration 28Q: 3 clusters Score -4166848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -4166858.000000 Penalty: 12142.565430
	Iteration 29Q: 3 clusters Score -4166858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -4166866.750000 Penalty: 12142.565430
	Iteration 30Q: 3 clusters Score -4166867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -4166886.000000 Penalty: 12142.565430
	Iteration 31Q: 3 clusters Score -4166886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4166891.750000 Penalty: 12142.565430
	Iteration 32Q: 3 clusters Score -4166892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4166887.250000 Penalty: 12142.565430
	Iteration 33Q: 3 clusters Score -4166887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4166896.250000 Penalty: 12142.565430
	Iteration 34Q: 3 clusters Score -4166896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -4166911.250000 Penalty: 12142.565430
	Iteration 35Q: 3 clusters Score -4166911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -4166918.750000 Penalty: 12142.565430
	Iteration 36Q: 3 clusters Score -4166919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4166916.750000 Penalty: 12142.565430
	Iteration 37Q: 3 clusters Score -4166917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -4166925.250000 Penalty: 12142.565430
	Iteration 38Q: 3 clusters Score -4166925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4166931.000000 Penalty: 12142.565430
	Iteration 39Q: 3 clusters Score -4166931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4166937.250000 Penalty: 12142.565430
	Iteration 40F: 3 clusters Score -4166937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4166934.000000 Penalty: 12142.565430
	Iteration 41Q: 3 clusters Score -4166934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4166943.000000 Penalty: 12142.565430
	Iteration 42Q: 3 clusters Score -4166943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -4166947.750000 Penalty: 12142.565430
	Iteration 43Q: 3 clusters Score -4166948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -4166940.750000 Penalty: 12142.565430
	Iteration 44Q: 3 clusters Score -4166941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -4166946.500000 Penalty: 12142.565430
	Iteration 45Q: 3 clusters Score -4166946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4166948.000000 Penalty: 12142.565430
	Iteration 46Q: 3 clusters Score -4166948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -4166960.000000 Penalty: 12142.565430
	Iteration 47Q: 3 clusters Score -4166960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -4166978.000000 Penalty: 12142.565430
	Iteration 48Q: 3 clusters Score -4166978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -4166979.000000 Penalty: 12142.565430
	Iteration 49Q: 3 clusters Score -4166979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -4166989.250000 Penalty: 12142.565430
	Iteration 50Q: 3 clusters Score -4166989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4166988.750000 Penalty: 12142.565430
	Iteration 51Q: 3 clusters Score -4166989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -4167004.500000 Penalty: 12142.565430
	Iteration 52Q: 3 clusters Score -4167004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4167005.750000 Penalty: 12142.565430
	Iteration 53Q: 3 clusters Score -4167006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4167005.500000 Penalty: 12142.565430
	Iteration 54Q: 3 clusters Score -4167006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4167011.000000 Penalty: 12142.565430
	Iteration 55Q: 3 clusters Score -4167011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -4167012.750000 Penalty: 12142.565430
	Iteration 56Q: 3 clusters Score -4167013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4167031.500000 Penalty: 12142.565430
	Iteration 57Q: 3 clusters Score -4167032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -4167025.000000 Penalty: 12142.565430
	Iteration 58Q: 3 clusters Score -4167025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4167022.500000 Penalty: 12142.565430
	Iteration 59Q: 3 clusters Score -4167022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -4167019.500000 Penalty: 12142.565430
	Iteration 60F: 3 clusters Score -4167020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -4167033.000000 Penalty: 12142.565430
	Iteration 61Q: 3 clusters Score -4167033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4167038.500000 Penalty: 12142.565430
	Iteration 62Q: 3 clusters Score -4167038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -4167040.250000 Penalty: 12142.565430
	Iteration 63Q: 3 clusters Score -4167040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -4167040.250000 Penalty: 12142.565430
	Iteration 64Q: 3 clusters Score -4167040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -4167059.750000 Penalty: 12142.565430
	Iteration 65Q: 3 clusters Score -4167060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -4167056.000000 Penalty: 12142.565430
	Iteration 66Q: 3 clusters Score -4167056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -4167064.000000 Penalty: 12142.565430
	Iteration 67Q: 3 clusters Score -4167064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4167076.750000 Penalty: 12142.565430
	Iteration 68Q: 3 clusters Score -4167077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -4167072.750000 Penalty: 12142.565430
	Iteration 69Q: 3 clusters Score -4167073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -4167078.750000 Penalty: 12142.565430
	Iteration 70Q: 3 clusters Score -4167079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4167094.500000 Penalty: 12142.565430
	Iteration 71Q: 3 clusters Score -4167094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -4167095.500000 Penalty: 12142.565430
	Iteration 72Q: 3 clusters Score -4167096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4167090.500000 Penalty: 12142.565430
	Iteration 73Q: 3 clusters Score -4167090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4167100.750000 Penalty: 12142.565430
	Iteration 74Q: 3 clusters Score -4167101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -4167105.000000 Penalty: 12142.565430
	Iteration 75Q: 3 clusters Score -4167105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -4167109.000000 Penalty: 12142.565430
	Iteration 76Q: 3 clusters Score -4167109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4167109.250000 Penalty: 12142.565430
	Iteration 77Q: 3 clusters Score -4167109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4167114.750000 Penalty: 12142.565430
	Iteration 78Q: 3 clusters Score -4167115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -4167109.250000 Penalty: 12142.565430
	Iteration 79Q: 3 clusters Score -4167109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4167117.000000 Penalty: 12142.565430
	Iteration 80F: 3 clusters Score -4167117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -4167116.750000 Penalty: 12142.565430
	Iteration 81Q: 3 clusters Score -4167117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -4167119.500000 Penalty: 12142.565430
	Iteration 82Q: 3 clusters Score -4167120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4167127.500000 Penalty: 12142.565430
	Iteration 83Q: 3 clusters Score -4167128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4167126.500000 Penalty: 12142.565430
	Iteration 84Q: 3 clusters Score -4167126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4167128.000000 Penalty: 12142.565430
	Iteration 85Q: 3 clusters Score -4167128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -4167125.750000 Penalty: 12142.565430
	Iteration 86Q: 3 clusters Score -4167126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4167131.750000 Penalty: 12142.565430
	Iteration 87Q: 3 clusters Score -4167132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4167142.500000 Penalty: 12142.565430
	Iteration 88Q: 3 clusters Score -4167142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -4167146.750000 Penalty: 12142.565430
	Iteration 89Q: 3 clusters Score -4167147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4167145.750000 Penalty: 12142.565430
	Iteration 90Q: 3 clusters Score -4167146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4167148.250000 Penalty: 12142.565430
	Iteration 91Q: 3 clusters Score -4167148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -4167148.250000 Penalty: 12142.565430
	Iteration 92Q: 3 clusters Score -4167148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4167160.750000 Penalty: 12142.565430
	Iteration 93Q: 3 clusters Score -4167161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4167151.250000 Penalty: 12142.565430
	Iteration 94Q: 3 clusters Score -4167151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4167151.000000 Penalty: 12142.565430
	Iteration 95Q: 3 clusters Score -4167151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4167147.250000 Penalty: 12142.565430
	Iteration 96Q: 3 clusters Score -4167147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -4167148.750000 Penalty: 12142.565430
	Iteration 97Q: 3 clusters Score -4167149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -4167152.250000 Penalty: 12142.565430
	Iteration 98Q: 3 clusters Score -4167152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4167154.750000 Penalty: 12142.565430
	Iteration 99Q: 3 clusters Score -4167155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4167155.500000 Penalty: 12142.565430
	Iteration 100F: 3 clusters Score -4167156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4167162.500000 Penalty: 12142.565430
	Iteration 101Q: 3 clusters Score -4167162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -4167157.250000 Penalty: 12142.565430
	Iteration 102Q: 3 clusters Score -4167157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4167162.000000 Penalty: 12142.565430
	Iteration 103Q: 3 clusters Score -4167162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -4167161.250000 Penalty: 12142.565430
	Iteration 104Q: 3 clusters Score -4167161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -4167162.750000 Penalty: 12142.565430
	Iteration 105Q: 3 clusters Score -4167163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -4167157.750000 Penalty: 12142.565430
	Iteration 106Q: 3 clusters Score -4167158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4167160.250000 Penalty: 12142.565430
	Iteration 107Q: 3 clusters Score -4167160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4167169.500000 Penalty: 12142.565430
	Iteration 108Q: 3 clusters Score -4167170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4167165.000000 Penalty: 12142.565430
	Iteration 109Q: 3 clusters Score -4167165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4167170.500000 Penalty: 12142.565430
	Iteration 110Q: 3 clusters Score -4167170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4167164.000000 Penalty: 12142.565430
	Iteration 111Q: 3 clusters Score -4167164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -4167169.500000 Penalty: 12142.565430
	Iteration 112Q: 3 clusters Score -4167170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -4167171.500000 Penalty: 12142.565430
	Iteration 113Q: 3 clusters Score -4167172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -4167173.000000 Penalty: 12142.565430
	Iteration 114Q: 3 clusters Score -4167173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -4167171.750000 Penalty: 12142.565430
	Iteration 115Q: 3 clusters Score -4167172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -4167172.750000 Penalty: 12142.565430
	Iteration 116Q: 3 clusters Score -4167173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4167175.250000 Penalty: 12142.565430
	Iteration 117Q: 3 clusters Score -4167175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -4167178.500000 Penalty: 12142.565430
	Iteration 118Q: 3 clusters Score -4167178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4167178.000000 Penalty: 12142.565430
	Iteration 119Q: 3 clusters Score -4167178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4167183.750000 Penalty: 12142.565430
	Iteration 120F: 3 clusters Score -4167184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4167176.500000 Penalty: 12142.565430
	Iteration 121Q: 3 clusters Score -4167176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4167187.250000 Penalty: 12142.565430
	Iteration 122Q: 3 clusters Score -4167187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4167183.750000 Penalty: 12142.565430
	Iteration 123Q: 3 clusters Score -4167184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4167187.250000 Penalty: 12142.565430
	Iteration 124Q: 3 clusters Score -4167187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4167188.500000 Penalty: 12142.565430
	Iteration 125Q: 3 clusters Score -4167188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4167188.500000 Penalty: 12142.565430
	Iteration 126F: 3 clusters Score -4167188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -1163742.500000 Penalty: 5299.608887
	Iteration 0F: 2 clusters Score -1163742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1156175.625000 Penalty: 10599.217773
	Iteration 0F: 3 clusters Score -1156176 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1157457.625000 Penalty: 10599.217773
	Iteration 1F: 3 clusters Score -1157458 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1157818.625000 Penalty: 10599.217773
	Iteration 2F: 3 clusters Score -1157819 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1158073.375000 Penalty: 10599.217773
	Iteration 3Q: 3 clusters Score -1158073 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1158245.500000 Penalty: 10599.217773
	Iteration 4Q: 3 clusters Score -1158246 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1158381.625000 Penalty: 10599.217773
	Iteration 5Q: 3 clusters Score -1158382 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1158488.000000 Penalty: 10599.217773
	Iteration 6Q: 3 clusters Score -1158488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1158594.250000 Penalty: 10599.217773
	Iteration 7Q: 3 clusters Score -1158594 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1158673.750000 Penalty: 10599.217773
	Iteration 8Q: 3 clusters Score -1158674 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1158736.500000 Penalty: 10599.217773
	Iteration 9Q: 3 clusters Score -1158736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1158806.250000 Penalty: 10599.217773
	Iteration 10Q: 3 clusters Score -1158806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1158853.125000 Penalty: 10599.217773
	Iteration 11Q: 3 clusters Score -1158853 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1158890.125000 Penalty: 10599.217773
	Iteration 12Q: 3 clusters Score -1158890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1158919.375000 Penalty: 10599.217773
	Iteration 13Q: 3 clusters Score -1158919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1158958.625000 Penalty: 10599.217773
	Iteration 14Q: 3 clusters Score -1158959 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1159004.375000 Penalty: 10599.217773
	Iteration 15Q: 3 clusters Score -1159004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1159057.625000 Penalty: 10599.217773
	Iteration 16Q: 3 clusters Score -1159058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1159116.125000 Penalty: 10599.217773
	Iteration 17Q: 3 clusters Score -1159116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1159174.750000 Penalty: 10599.217773
	Iteration 18Q: 3 clusters Score -1159175 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1159222.000000 Penalty: 10599.217773
	Iteration 19Q: 3 clusters Score -1159222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1159264.500000 Penalty: 10599.217773
	Iteration 20F: 3 clusters Score -1159264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1159296.875000 Penalty: 10599.217773
	Iteration 21Q: 3 clusters Score -1159297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1159325.375000 Penalty: 10599.217773
	Iteration 22Q: 3 clusters Score -1159325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1159348.250000 Penalty: 10599.217773
	Iteration 23Q: 3 clusters Score -1159348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1159368.750000 Penalty: 10599.217773
	Iteration 24Q: 3 clusters Score -1159369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1159387.000000 Penalty: 10599.217773
	Iteration 25Q: 3 clusters Score -1159387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1159402.625000 Penalty: 10599.217773
	Iteration 26Q: 3 clusters Score -1159403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1159418.000000 Penalty: 10599.217773
	Iteration 27Q: 3 clusters Score -1159418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1159427.625000 Penalty: 10599.217773
	Iteration 28Q: 3 clusters Score -1159428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1159437.500000 Penalty: 10599.217773
	Iteration 29Q: 3 clusters Score -1159438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1159447.875000 Penalty: 10599.217773
	Iteration 30Q: 3 clusters Score -1159448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1159459.125000 Penalty: 10599.217773
	Iteration 31Q: 3 clusters Score -1159459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1159473.125000 Penalty: 10599.217773
	Iteration 32Q: 3 clusters Score -1159473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1159486.000000 Penalty: 10599.217773
	Iteration 33Q: 3 clusters Score -1159486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1159498.375000 Penalty: 10599.217773
	Iteration 34Q: 3 clusters Score -1159498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1159512.625000 Penalty: 10599.217773
	Iteration 35Q: 3 clusters Score -1159513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1159527.375000 Penalty: 10599.217773
	Iteration 36Q: 3 clusters Score -1159527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1159534.750000 Penalty: 10599.217773
	Iteration 37Q: 3 clusters Score -1159535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1159540.375000 Penalty: 10599.217773
	Iteration 38Q: 3 clusters Score -1159540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1159547.375000 Penalty: 10599.217773
	Iteration 39Q: 3 clusters Score -1159547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1159556.625000 Penalty: 10599.217773
	Iteration 40F: 3 clusters Score -1159557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1159559.625000 Penalty: 10599.217773
	Iteration 41Q: 3 clusters Score -1159560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1159566.375000 Penalty: 10599.217773
	Iteration 42Q: 3 clusters Score -1159566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1159572.625000 Penalty: 10599.217773
	Iteration 43Q: 3 clusters Score -1159573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1159575.625000 Penalty: 10599.217773
	Iteration 44Q: 3 clusters Score -1159576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1159577.750000 Penalty: 10599.217773
	Iteration 45Q: 3 clusters Score -1159578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1159577.125000 Penalty: 10599.217773
	Iteration 46Q: 3 clusters Score -1159577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1159578.625000 Penalty: 10599.217773
	Iteration 47Q: 3 clusters Score -1159579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1159584.250000 Penalty: 10599.217773
	Iteration 48Q: 3 clusters Score -1159584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1159583.375000 Penalty: 10599.217773
	Iteration 49Q: 3 clusters Score -1159583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1159587.000000 Penalty: 10599.217773
	Iteration 50Q: 3 clusters Score -1159587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1159587.125000 Penalty: 10599.217773
	Iteration 51Q: 3 clusters Score -1159587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1159592.750000 Penalty: 10599.217773
	Iteration 52Q: 3 clusters Score -1159593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1159595.500000 Penalty: 10599.217773
	Iteration 53Q: 3 clusters Score -1159596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1159595.250000 Penalty: 10599.217773
	Iteration 54Q: 3 clusters Score -1159595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1159602.500000 Penalty: 10599.217773
	Iteration 55Q: 3 clusters Score -1159602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1159606.125000 Penalty: 10599.217773
	Iteration 56Q: 3 clusters Score -1159606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1159611.125000 Penalty: 10599.217773
	Iteration 57Q: 3 clusters Score -1159611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1159616.875000 Penalty: 10599.217773
	Iteration 58Q: 3 clusters Score -1159617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1159621.375000 Penalty: 10599.217773
	Iteration 59Q: 3 clusters Score -1159621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1159626.000000 Penalty: 10599.217773
	Iteration 60F: 3 clusters Score -1159626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1159632.750000 Penalty: 10599.217773
	Iteration 61Q: 3 clusters Score -1159633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1159637.875000 Penalty: 10599.217773
	Iteration 62Q: 3 clusters Score -1159638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1159648.875000 Penalty: 10599.217773
	Iteration 63Q: 3 clusters Score -1159649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1159656.250000 Penalty: 10599.217773
	Iteration 64Q: 3 clusters Score -1159656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1159659.750000 Penalty: 10599.217773
	Iteration 65Q: 3 clusters Score -1159660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1159660.875000 Penalty: 10599.217773
	Iteration 66Q: 3 clusters Score -1159661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1159666.750000 Penalty: 10599.217773
	Iteration 67Q: 3 clusters Score -1159667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1159669.125000 Penalty: 10599.217773
	Iteration 68Q: 3 clusters Score -1159669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1159668.500000 Penalty: 10599.217773
	Iteration 69Q: 3 clusters Score -1159668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1159671.250000 Penalty: 10599.217773
	Iteration 70Q: 3 clusters Score -1159671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1159673.000000 Penalty: 10599.217773
	Iteration 71Q: 3 clusters Score -1159673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1159676.625000 Penalty: 10599.217773
	Iteration 72Q: 3 clusters Score -1159677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1159675.750000 Penalty: 10599.217773
	Iteration 73Q: 3 clusters Score -1159676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1159676.375000 Penalty: 10599.217773
	Iteration 74Q: 3 clusters Score -1159676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1159677.625000 Penalty: 10599.217773
	Iteration 75Q: 3 clusters Score -1159678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1159677.625000 Penalty: 10599.217773
	Iteration 76F: 3 clusters Score -1159678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Entering Unmasked Estep 
Score: -2600876.750000 Penalty: 5795.923340
	Iteration 0F: 2 clusters Score -2600877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2589057.000000 Penalty: 11591.846680
	Iteration 0F: 3 clusters Score -2589057 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2592349.750000 Penalty: 11591.846680
	Iteration 1F: 3 clusters Score -2592350 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2593317.250000 Penalty: 11591.846680
	Iteration 2F: 3 clusters Score -2593317 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2594068.000000 Penalty: 11591.846680
	Iteration 3F: 3 clusters Score -2594068 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2594697.000000 Penalty: 11591.846680
	Iteration 4F: 3 clusters Score -2594697 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2595223.750000 Penalty: 11591.846680
	Iteration 5F: 3 clusters Score -2595224 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2595706.250000 Penalty: 11591.846680
	Iteration 6F: 3 clusters Score -2595706 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2596105.250000 Penalty: 11591.846680
	Iteration 7Q: 3 clusters Score -2596105 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2596428.250000 Penalty: 11591.846680
	Iteration 8Q: 3 clusters Score -2596428 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2596671.000000 Penalty: 11591.846680
	Iteration 9Q: 3 clusters Score -2596671 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2596873.250000 Penalty: 11591.846680
	Iteration 10Q: 3 clusters Score -2596873 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2597036.250000 Penalty: 11591.846680
	Iteration 11Q: 3 clusters Score -2597036 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2597173.250000 Penalty: 11591.846680
	Iteration 12Q: 3 clusters Score -2597173 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2597303.000000 Penalty: 11591.846680
	Iteration 13Q: 3 clusters Score -2597303 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2597398.250000 Penalty: 11591.846680
	Iteration 14Q: 3 clusters Score -2597398 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2597466.250000 Penalty: 11591.846680
	Iteration 15Q: 3 clusters Score -2597466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2597524.000000 Penalty: 11591.846680
	Iteration 16Q: 3 clusters Score -2597524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2597556.250000 Penalty: 11591.846680
	Iteration 17Q: 3 clusters Score -2597556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2597585.750000 Penalty: 11591.846680
	Iteration 18Q: 3 clusters Score -2597586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2597599.500000 Penalty: 11591.846680
	Iteration 19Q: 3 clusters Score -2597600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2597620.000000 Penalty: 11591.846680
	Iteration 20F: 3 clusters Score -2597620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2597639.500000 Penalty: 11591.846680
	Iteration 21Q: 3 clusters Score -2597640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2597645.500000 Penalty: 11591.846680
	Iteration 22Q: 3 clusters Score -2597646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2597649.500000 Penalty: 11591.846680
	Iteration 23Q: 3 clusters Score -2597650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2597662.250000 Penalty: 11591.846680
	Iteration 24Q: 3 clusters Score -2597662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2597663.000000 Penalty: 11591.846680
	Iteration 25Q: 3 clusters Score -2597663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2597672.250000 Penalty: 11591.846680
	Iteration 26Q: 3 clusters Score -2597672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2597677.000000 Penalty: 11591.846680
	Iteration 27Q: 3 clusters Score -2597677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2597677.500000 Penalty: 11591.846680
	Iteration 28Q: 3 clusters Score -2597678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2597676.750000 Penalty: 11591.846680
	Iteration 29Q: 3 clusters Score -2597677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2597686.250000 Penalty: 11591.846680
	Iteration 30Q: 3 clusters Score -2597686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2597687.250000 Penalty: 11591.846680
	Iteration 31Q: 3 clusters Score -2597687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2597690.750000 Penalty: 11591.846680
	Iteration 32Q: 3 clusters Score -2597691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2597690.500000 Penalty: 11591.846680
	Iteration 33Q: 3 clusters Score -2597690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2597692.250000 Penalty: 11591.846680
	Iteration 34Q: 3 clusters Score -2597692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2597691.250000 Penalty: 11591.846680
	Iteration 35Q: 3 clusters Score -2597691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2597696.000000 Penalty: 11591.846680
	Iteration 36Q: 3 clusters Score -2597696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2597694.750000 Penalty: 11591.846680
	Iteration 37Q: 3 clusters Score -2597695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2597693.750000 Penalty: 11591.846680
	Iteration 38Q: 3 clusters Score -2597694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2597693.750000 Penalty: 11591.846680
	Iteration 39F: 3 clusters Score -2597694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Entering Unmasked Estep 
Score: -4617681.000000 Penalty: 6137.347168
	Iteration 0F: 2 clusters Score -4617681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4599518.000000 Penalty: 12274.694336
	Iteration 0F: 3 clusters Score -4599518 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4604424.500000 Penalty: 12274.694336
	Iteration 1F: 3 clusters Score -4604424 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -4605093.500000 Penalty: 12274.694336
	Iteration 2F: 3 clusters Score -4605094 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -4605562.000000 Penalty: 12274.694336
	Iteration 3Q: 3 clusters Score -4605562 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4605969.500000 Penalty: 12274.694336
	Iteration 4Q: 3 clusters Score -4605970 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -4606350.500000 Penalty: 12274.694336
	Iteration 5Q: 3 clusters Score -4606350 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4606689.000000 Penalty: 12274.694336
	Iteration 6Q: 3 clusters Score -4606689 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4607072.500000 Penalty: 12274.694336
	Iteration 7Q: 3 clusters Score -4607072 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4607503.500000 Penalty: 12274.694336
	Iteration 8Q: 3 clusters Score -4607504 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -4607985.000000 Penalty: 12274.694336
	Iteration 9Q: 3 clusters Score -4607985 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -4608492.000000 Penalty: 12274.694336
	Iteration 10Q: 3 clusters Score -4608492 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -4609039.500000 Penalty: 12274.694336
	Iteration 11Q: 3 clusters Score -4609040 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4609631.500000 Penalty: 12274.694336
	Iteration 12Q: 3 clusters Score -4609632 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4610169.000000 Penalty: 12274.694336
	Iteration 13Q: 3 clusters Score -4610169 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4610703.000000 Penalty: 12274.694336
	Iteration 14Q: 3 clusters Score -4610703 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4611199.000000 Penalty: 12274.694336
	Iteration 15Q: 3 clusters Score -4611199 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4611693.000000 Penalty: 12274.694336
	Iteration 16Q: 3 clusters Score -4611693 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4612048.000000 Penalty: 12274.694336
	Iteration 17Q: 3 clusters Score -4612048 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -4612302.000000 Penalty: 12274.694336
	Iteration 18Q: 3 clusters Score -4612302 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4612442.000000 Penalty: 12274.694336
	Iteration 19Q: 3 clusters Score -4612442 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4612566.000000 Penalty: 12274.694336
	Iteration 20F: 3 clusters Score -4612566 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4612643.500000 Penalty: 12274.694336
	Iteration 21Q: 3 clusters Score -4612644 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -4612716.500000 Penalty: 12274.694336
	Iteration 22Q: 3 clusters Score -4612716 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4612763.000000 Penalty: 12274.694336
	Iteration 23Q: 3 clusters Score -4612763 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -4612807.500000 Penalty: 12274.694336
	Iteration 24Q: 3 clusters Score -4612808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4612823.500000 Penalty: 12274.694336
	Iteration 25Q: 3 clusters Score -4612824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -4612874.500000 Penalty: 12274.694336
	Iteration 26Q: 3 clusters Score -4612874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4612886.000000 Penalty: 12274.694336
	Iteration 27Q: 3 clusters Score -4612886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4612913.500000 Penalty: 12274.694336
	Iteration 28Q: 3 clusters Score -4612914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4612921.000000 Penalty: 12274.694336
	Iteration 29Q: 3 clusters Score -4612921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4612925.000000 Penalty: 12274.694336
	Iteration 30Q: 3 clusters Score -4612925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4612919.000000 Penalty: 12274.694336
	Iteration 31Q: 3 clusters Score -4612919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4612943.000000 Penalty: 12274.694336
	Iteration 32Q: 3 clusters Score -4612943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4612943.500000 Penalty: 12274.694336
	Iteration 33Q: 3 clusters Score -4612944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -4612943.500000 Penalty: 12274.694336
	Iteration 34Q: 3 clusters Score -4612944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -4612979.000000 Penalty: 12274.694336
	Iteration 35Q: 3 clusters Score -4612979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -4612980.500000 Penalty: 12274.694336
	Iteration 36Q: 3 clusters Score -4612980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4612984.000000 Penalty: 12274.694336
	Iteration 37Q: 3 clusters Score -4612984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -4612991.000000 Penalty: 12274.694336
	Iteration 38Q: 3 clusters Score -4612991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -4613016.000000 Penalty: 12274.694336
	Iteration 39Q: 3 clusters Score -4613016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4613023.500000 Penalty: 12274.694336
	Iteration 40F: 3 clusters Score -4613024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4613030.000000 Penalty: 12274.694336
	Iteration 41Q: 3 clusters Score -4613030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -4613039.500000 Penalty: 12274.694336
	Iteration 42Q: 3 clusters Score -4613040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4613054.500000 Penalty: 12274.694336
	Iteration 43Q: 3 clusters Score -4613054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4613059.000000 Penalty: 12274.694336
	Iteration 44Q: 3 clusters Score -4613059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4613058.000000 Penalty: 12274.694336
	Iteration 45Q: 3 clusters Score -4613058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -4613060.500000 Penalty: 12274.694336
	Iteration 46Q: 3 clusters Score -4613060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4613079.000000 Penalty: 12274.694336
	Iteration 47Q: 3 clusters Score -4613079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4613083.000000 Penalty: 12274.694336
	Iteration 48Q: 3 clusters Score -4613083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -4613085.000000 Penalty: 12274.694336
	Iteration 49Q: 3 clusters Score -4613085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4613094.000000 Penalty: 12274.694336
	Iteration 50Q: 3 clusters Score -4613094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -4613090.500000 Penalty: 12274.694336
	Iteration 51Q: 3 clusters Score -4613090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4613098.500000 Penalty: 12274.694336
	Iteration 52Q: 3 clusters Score -4613098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4613105.000000 Penalty: 12274.694336
	Iteration 53Q: 3 clusters Score -4613105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4613106.500000 Penalty: 12274.694336
	Iteration 54Q: 3 clusters Score -4613106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4613116.500000 Penalty: 12274.694336
	Iteration 55Q: 3 clusters Score -4613116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4613124.500000 Penalty: 12274.694336
	Iteration 56Q: 3 clusters Score -4613124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4613122.500000 Penalty: 12274.694336
	Iteration 57Q: 3 clusters Score -4613122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4613117.000000 Penalty: 12274.694336
	Iteration 58Q: 3 clusters Score -4613117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4613117.000000 Penalty: 12274.694336
	Iteration 59F: 3 clusters Score -4613117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Entering Unmasked Estep 
Score: -4609791.000000 Penalty: 6128.425293
	Iteration 0F: 2 clusters Score -4609791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4591940.000000 Penalty: 12256.850586
	Iteration 0F: 3 clusters Score -4591940 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4596668.500000 Penalty: 12256.850586
	Iteration 1F: 3 clusters Score -4596668 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -4597303.500000 Penalty: 12256.850586
	Iteration 2F: 3 clusters Score -4597304 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4597744.500000 Penalty: 12256.850586
	Iteration 3Q: 3 clusters Score -4597744 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -4598068.000000 Penalty: 12256.850586
	Iteration 4Q: 3 clusters Score -4598068 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4598336.500000 Penalty: 12256.850586
	Iteration 5Q: 3 clusters Score -4598336 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -4598585.000000 Penalty: 12256.850586
	Iteration 6Q: 3 clusters Score -4598585 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4598768.500000 Penalty: 12256.850586
	Iteration 7Q: 3 clusters Score -4598768 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4598974.500000 Penalty: 12256.850586
	Iteration 8Q: 3 clusters Score -4598974 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -4599176.500000 Penalty: 12256.850586
	Iteration 9Q: 3 clusters Score -4599176 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -4599423.000000 Penalty: 12256.850586
	Iteration 10Q: 3 clusters Score -4599423 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -4599736.000000 Penalty: 12256.850586
	Iteration 11Q: 3 clusters Score -4599736 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -4600053.500000 Penalty: 12256.850586
	Iteration 12Q: 3 clusters Score -4600054 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4600454.500000 Penalty: 12256.850586
	Iteration 13Q: 3 clusters Score -4600454 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -4600889.000000 Penalty: 12256.850586
	Iteration 14Q: 3 clusters Score -4600889 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -4601365.000000 Penalty: 12256.850586
	Iteration 15Q: 3 clusters Score -4601365 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4601905.000000 Penalty: 12256.850586
	Iteration 16Q: 3 clusters Score -4601905 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -4602398.500000 Penalty: 12256.850586
	Iteration 17Q: 3 clusters Score -4602398 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4602843.500000 Penalty: 12256.850586
	Iteration 18Q: 3 clusters Score -4602844 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4603207.000000 Penalty: 12256.850586
	Iteration 19Q: 3 clusters Score -4603207 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4603521.000000 Penalty: 12256.850586
	Iteration 20F: 3 clusters Score -4603521 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4603746.000000 Penalty: 12256.850586
	Iteration 21Q: 3 clusters Score -4603746 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4603912.500000 Penalty: 12256.850586
	Iteration 22Q: 3 clusters Score -4603912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4603998.000000 Penalty: 12256.850586
	Iteration 23Q: 3 clusters Score -4603998 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4604087.500000 Penalty: 12256.850586
	Iteration 24Q: 3 clusters Score -4604088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4604162.000000 Penalty: 12256.850586
	Iteration 25Q: 3 clusters Score -4604162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4604234.000000 Penalty: 12256.850586
	Iteration 26Q: 3 clusters Score -4604234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4604272.000000 Penalty: 12256.850586
	Iteration 27Q: 3 clusters Score -4604272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4604300.000000 Penalty: 12256.850586
	Iteration 28Q: 3 clusters Score -4604300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4604304.500000 Penalty: 12256.850586
	Iteration 29Q: 3 clusters Score -4604304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4604316.000000 Penalty: 12256.850586
	Iteration 30Q: 3 clusters Score -4604316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4604321.500000 Penalty: 12256.850586
	Iteration 31Q: 3 clusters Score -4604322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4604322.500000 Penalty: 12256.850586
	Iteration 32Q: 3 clusters Score -4604322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4604319.500000 Penalty: 12256.850586
	Iteration 33Q: 3 clusters Score -4604320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4604323.500000 Penalty: 12256.850586
	Iteration 34Q: 3 clusters Score -4604324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4604325.500000 Penalty: 12256.850586
	Iteration 35Q: 3 clusters Score -4604326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4604332.000000 Penalty: 12256.850586
	Iteration 36Q: 3 clusters Score -4604332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4604333.000000 Penalty: 12256.850586
	Iteration 37Q: 3 clusters Score -4604333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4604336.500000 Penalty: 12256.850586
	Iteration 38Q: 3 clusters Score -4604336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4604341.000000 Penalty: 12256.850586
	Iteration 39Q: 3 clusters Score -4604341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4604348.500000 Penalty: 12256.850586
	Iteration 40F: 3 clusters Score -4604348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4604348.500000 Penalty: 12256.850586
	Iteration 41Q: 3 clusters Score -4604348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4604348.500000 Penalty: 12256.850586
	Iteration 42Q: 3 clusters Score -4604348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4604348.500000 Penalty: 12256.850586
	Iteration 43Q: 3 clusters Score -4604348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4604346.500000 Penalty: 12256.850586
	Iteration 44Q: 3 clusters Score -4604346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4604349.000000 Penalty: 12256.850586
	Iteration 45Q: 3 clusters Score -4604349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4604361.000000 Penalty: 12256.850586
	Iteration 46Q: 3 clusters Score -4604361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4604358.500000 Penalty: 12256.850586
	Iteration 47Q: 3 clusters Score -4604358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4604362.000000 Penalty: 12256.850586
	Iteration 48Q: 3 clusters Score -4604362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4604356.000000 Penalty: 12256.850586
	Iteration 49Q: 3 clusters Score -4604356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4604361.000000 Penalty: 12256.850586
	Iteration 50Q: 3 clusters Score -4604361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4604363.000000 Penalty: 12256.850586
	Iteration 51Q: 3 clusters Score -4604363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4604363.000000 Penalty: 12256.850586
	Iteration 52F: 3 clusters Score -4604363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -264928.250000 Penalty: 4387.442871
	Iteration 0F: 2 clusters Score -264928.2 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 647 members 
Entering Unmasked Estep 
Score: -260539.328125 Penalty: 8774.885742
	Iteration 0F: 3 clusters Score -260539.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -260928.234375 Penalty: 8774.885742
	Iteration 1F: 3 clusters Score -260928.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -261033.546875 Penalty: 8774.885742
	Iteration 2Q: 3 clusters Score -261033.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -261077.890625 Penalty: 8774.885742
	Iteration 3Q: 3 clusters Score -261077.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -261100.546875 Penalty: 8774.885742
	Iteration 4Q: 3 clusters Score -261100.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -261111.281250 Penalty: 8774.885742
	Iteration 5Q: 3 clusters Score -261111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -261117.750000 Penalty: 8774.885742
	Iteration 6Q: 3 clusters Score -261117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -261117.750000 Penalty: 8774.885742
	Iteration 7F: 3 clusters Score -261117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -9053465.000000 Penalty: 6543.798340
	Iteration 0F: 2 clusters Score -9053465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -9021949.000000 Penalty: 13087.596680
	Iteration 0F: 3 clusters Score -9021949 nChanged 18900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -9032023.000000 Penalty: 13087.596680
	Iteration 1F: 3 clusters Score -9032023 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -9033006.000000 Penalty: 13087.596680
	Iteration 2F: 3 clusters Score -9033006 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -9033863.000000 Penalty: 13087.596680
	Iteration 3Q: 3 clusters Score -9033863 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -9034791.000000 Penalty: 13087.596680
	Iteration 4Q: 3 clusters Score -9034791 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -9035858.000000 Penalty: 13087.596680
	Iteration 5Q: 3 clusters Score -9035858 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -9037151.000000 Penalty: 13087.596680
	Iteration 6F: 3 clusters Score -9037151 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -9038682.000000 Penalty: 13087.596680
	Iteration 7F: 3 clusters Score -9038682 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -9040331.000000 Penalty: 13087.596680
	Iteration 8F: 3 clusters Score -9040331 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -9041808.000000 Penalty: 13087.596680
	Iteration 9F: 3 clusters Score -9041808 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -9043052.000000 Penalty: 13087.596680
	Iteration 10Q: 3 clusters Score -9043052 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -9044056.000000 Penalty: 13087.596680
	Iteration 11Q: 3 clusters Score -9044056 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -9044873.000000 Penalty: 13087.596680
	Iteration 12Q: 3 clusters Score -9044873 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -9045455.000000 Penalty: 13087.596680
	Iteration 13Q: 3 clusters Score -9045455 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -9045984.000000 Penalty: 13087.596680
	Iteration 14Q: 3 clusters Score -9045984 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -9046419.000000 Penalty: 13087.596680
	Iteration 15Q: 3 clusters Score -9046419 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -9046714.000000 Penalty: 13087.596680
	Iteration 16Q: 3 clusters Score -9046714 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -9046947.000000 Penalty: 13087.596680
	Iteration 17Q: 3 clusters Score -9046947 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -9047106.000000 Penalty: 13087.596680
	Iteration 18Q: 3 clusters Score -9047106 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -9047222.000000 Penalty: 13087.596680
	Iteration 19Q: 3 clusters Score -9047222 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -9047308.000000 Penalty: 13087.596680
	Iteration 20F: 3 clusters Score -9047308 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -9047407.000000 Penalty: 13087.596680
	Iteration 21Q: 3 clusters Score -9047407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -9047436.000000 Penalty: 13087.596680
	Iteration 22Q: 3 clusters Score -9047436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -9047471.000000 Penalty: 13087.596680
	Iteration 23Q: 3 clusters Score -9047471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -9047499.000000 Penalty: 13087.596680
	Iteration 24Q: 3 clusters Score -9047499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -9047527.000000 Penalty: 13087.596680
	Iteration 25Q: 3 clusters Score -9047527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -9047546.000000 Penalty: 13087.596680
	Iteration 26Q: 3 clusters Score -9047546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -9047561.000000 Penalty: 13087.596680
	Iteration 27Q: 3 clusters Score -9047561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -9047586.000000 Penalty: 13087.596680
	Iteration 28Q: 3 clusters Score -9047586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -9047591.000000 Penalty: 13087.596680
	Iteration 29Q: 3 clusters Score -9047591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -9047586.000000 Penalty: 13087.596680
	Iteration 30Q: 3 clusters Score -9047586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -9047596.000000 Penalty: 13087.596680
	Iteration 31Q: 3 clusters Score -9047596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -9047596.000000 Penalty: 13087.596680
	Iteration 32Q: 3 clusters Score -9047596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -9047602.000000 Penalty: 13087.596680
	Iteration 33Q: 3 clusters Score -9047602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -9047614.000000 Penalty: 13087.596680
	Iteration 34Q: 3 clusters Score -9047614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -9047605.000000 Penalty: 13087.596680
	Iteration 35Q: 3 clusters Score -9047605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -9047617.000000 Penalty: 13087.596680
	Iteration 36Q: 3 clusters Score -9047617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -9047623.000000 Penalty: 13087.596680
	Iteration 37Q: 3 clusters Score -9047623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -9047633.000000 Penalty: 13087.596680
	Iteration 38Q: 3 clusters Score -9047633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -9047634.000000 Penalty: 13087.596680
	Iteration 39Q: 3 clusters Score -9047634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -9047636.000000 Penalty: 13087.596680
	Iteration 40F: 3 clusters Score -9047636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -9047643.000000 Penalty: 13087.596680
	Iteration 41Q: 3 clusters Score -9047643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -9047641.000000 Penalty: 13087.596680
	Iteration 42Q: 3 clusters Score -9047641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -9047650.000000 Penalty: 13087.596680
	Iteration 43Q: 3 clusters Score -9047650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -9047649.000000 Penalty: 13087.596680
	Iteration 44Q: 3 clusters Score -9047649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -9047645.000000 Penalty: 13087.596680
	Iteration 45Q: 3 clusters Score -9047645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -9047648.000000 Penalty: 13087.596680
	Iteration 46Q: 3 clusters Score -9047648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -9047648.000000 Penalty: 13087.596680
	Iteration 47F: 3 clusters Score -9047648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Entering Unmasked Estep 
Score: -4640134.500000 Penalty: 6136.501953
	Iteration 0F: 2 clusters Score -4640134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -4622079.500000 Penalty: 12273.003906
	Iteration 0F: 3 clusters Score -4622080 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -4626956.000000 Penalty: 12273.003906
	Iteration 1F: 3 clusters Score -4626956 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4627649.500000 Penalty: 12273.003906
	Iteration 2F: 3 clusters Score -4627650 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4628134.000000 Penalty: 12273.003906
	Iteration 3Q: 3 clusters Score -4628134 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4628496.500000 Penalty: 12273.003906
	Iteration 4Q: 3 clusters Score -4628496 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4628770.500000 Penalty: 12273.003906
	Iteration 5Q: 3 clusters Score -4628770 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -4629018.500000 Penalty: 12273.003906
	Iteration 6Q: 3 clusters Score -4629018 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -4629262.000000 Penalty: 12273.003906
	Iteration 7Q: 3 clusters Score -4629262 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -4629453.000000 Penalty: 12273.003906
	Iteration 8Q: 3 clusters Score -4629453 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -4629657.000000 Penalty: 12273.003906
	Iteration 9Q: 3 clusters Score -4629657 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4629853.000000 Penalty: 12273.003906
	Iteration 10Q: 3 clusters Score -4629853 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4630021.500000 Penalty: 12273.003906
	Iteration 11Q: 3 clusters Score -4630022 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4630196.500000 Penalty: 12273.003906
	Iteration 12Q: 3 clusters Score -4630196 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -4630366.500000 Penalty: 12273.003906
	Iteration 13Q: 3 clusters Score -4630366 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -4630548.000000 Penalty: 12273.003906
	Iteration 14Q: 3 clusters Score -4630548 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4630695.000000 Penalty: 12273.003906
	Iteration 15Q: 3 clusters Score -4630695 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -4630853.000000 Penalty: 12273.003906
	Iteration 16Q: 3 clusters Score -4630853 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4630993.000000 Penalty: 12273.003906
	Iteration 17Q: 3 clusters Score -4630993 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -4631117.500000 Penalty: 12273.003906
	Iteration 18Q: 3 clusters Score -4631118 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -4631255.500000 Penalty: 12273.003906
	Iteration 19Q: 3 clusters Score -4631256 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -4631418.500000 Penalty: 12273.003906
	Iteration 20F: 3 clusters Score -4631418 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -4631577.500000 Penalty: 12273.003906
	Iteration 21Q: 3 clusters Score -4631578 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -4631752.500000 Penalty: 12273.003906
	Iteration 22Q: 3 clusters Score -4631752 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4631905.500000 Penalty: 12273.003906
	Iteration 23Q: 3 clusters Score -4631906 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -4632082.000000 Penalty: 12273.003906
	Iteration 24Q: 3 clusters Score -4632082 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4632312.500000 Penalty: 12273.003906
	Iteration 25Q: 3 clusters Score -4632312 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4632535.000000 Penalty: 12273.003906
	Iteration 26Q: 3 clusters Score -4632535 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4632764.000000 Penalty: 12273.003906
	Iteration 27Q: 3 clusters Score -4632764 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4632970.500000 Penalty: 12273.003906
	Iteration 28Q: 3 clusters Score -4632970 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4633187.000000 Penalty: 12273.003906
	Iteration 29Q: 3 clusters Score -4633187 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -4633370.500000 Penalty: 12273.003906
	Iteration 30Q: 3 clusters Score -4633370 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4633552.000000 Penalty: 12273.003906
	Iteration 31Q: 3 clusters Score -4633552 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4633708.500000 Penalty: 12273.003906
	Iteration 32Q: 3 clusters Score -4633708 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4633840.000000 Penalty: 12273.003906
	Iteration 33Q: 3 clusters Score -4633840 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4633932.500000 Penalty: 12273.003906
	Iteration 34Q: 3 clusters Score -4633932 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4634031.500000 Penalty: 12273.003906
	Iteration 35Q: 3 clusters Score -4634032 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4634126.500000 Penalty: 12273.003906
	Iteration 36Q: 3 clusters Score -4634126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4634207.000000 Penalty: 12273.003906
	Iteration 37Q: 3 clusters Score -4634207 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4634280.500000 Penalty: 12273.003906
	Iteration 38Q: 3 clusters Score -4634280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4634328.000000 Penalty: 12273.003906
	Iteration 39Q: 3 clusters Score -4634328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4634380.000000 Penalty: 12273.003906
	Iteration 40F: 3 clusters Score -4634380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4634431.500000 Penalty: 12273.003906
	Iteration 41Q: 3 clusters Score -4634432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4634471.500000 Penalty: 12273.003906
	Iteration 42Q: 3 clusters Score -4634472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4634481.000000 Penalty: 12273.003906
	Iteration 43Q: 3 clusters Score -4634481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4634500.000000 Penalty: 12273.003906
	Iteration 44Q: 3 clusters Score -4634500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4634530.000000 Penalty: 12273.003906
	Iteration 45Q: 3 clusters Score -4634530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4634532.500000 Penalty: 12273.003906
	Iteration 46Q: 3 clusters Score -4634532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4634548.500000 Penalty: 12273.003906
	Iteration 47Q: 3 clusters Score -4634548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4634559.500000 Penalty: 12273.003906
	Iteration 48Q: 3 clusters Score -4634560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4634570.500000 Penalty: 12273.003906
	Iteration 49Q: 3 clusters Score -4634570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4634574.000000 Penalty: 12273.003906
	Iteration 50Q: 3 clusters Score -4634574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4634579.000000 Penalty: 12273.003906
	Iteration 51Q: 3 clusters Score -4634579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4634598.000000 Penalty: 12273.003906
	Iteration 52Q: 3 clusters Score -4634598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4634613.500000 Penalty: 12273.003906
	Iteration 53Q: 3 clusters Score -4634614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4634619.500000 Penalty: 12273.003906
	Iteration 54Q: 3 clusters Score -4634620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4634625.000000 Penalty: 12273.003906
	Iteration 55Q: 3 clusters Score -4634625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4634638.500000 Penalty: 12273.003906
	Iteration 56Q: 3 clusters Score -4634638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4634653.000000 Penalty: 12273.003906
	Iteration 57Q: 3 clusters Score -4634653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4634658.500000 Penalty: 12273.003906
	Iteration 58Q: 3 clusters Score -4634658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4634663.000000 Penalty: 12273.003906
	Iteration 59Q: 3 clusters Score -4634663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4634673.500000 Penalty: 12273.003906
	Iteration 60F: 3 clusters Score -4634674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4634686.500000 Penalty: 12273.003906
	Iteration 61Q: 3 clusters Score -4634686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4634682.000000 Penalty: 12273.003906
	Iteration 62Q: 3 clusters Score -4634682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4634684.500000 Penalty: 12273.003906
	Iteration 63Q: 3 clusters Score -4634684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4634685.500000 Penalty: 12273.003906
	Iteration 64Q: 3 clusters Score -4634686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4634681.000000 Penalty: 12273.003906
	Iteration 65Q: 3 clusters Score -4634681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4634684.500000 Penalty: 12273.003906
	Iteration 66Q: 3 clusters Score -4634684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4634682.500000 Penalty: 12273.003906
	Iteration 67Q: 3 clusters Score -4634682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4634684.000000 Penalty: 12273.003906
	Iteration 68Q: 3 clusters Score -4634684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4634691.000000 Penalty: 12273.003906
	Iteration 69Q: 3 clusters Score -4634691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4634692.000000 Penalty: 12273.003906
	Iteration 70Q: 3 clusters Score -4634692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4634697.500000 Penalty: 12273.003906
	Iteration 71Q: 3 clusters Score -4634698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4634702.500000 Penalty: 12273.003906
	Iteration 72Q: 3 clusters Score -4634702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4634703.000000 Penalty: 12273.003906
	Iteration 73Q: 3 clusters Score -4634703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4634708.000000 Penalty: 12273.003906
	Iteration 74Q: 3 clusters Score -4634708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4634704.500000 Penalty: 12273.003906
	Iteration 75Q: 3 clusters Score -4634704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4634701.500000 Penalty: 12273.003906
	Iteration 76Q: 3 clusters Score -4634702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4634704.500000 Penalty: 12273.003906
	Iteration 77Q: 3 clusters Score -4634704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4634702.000000 Penalty: 12273.003906
	Iteration 78Q: 3 clusters Score -4634702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4634708.500000 Penalty: 12273.003906
	Iteration 79Q: 3 clusters Score -4634708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4634706.000000 Penalty: 12273.003906
	Iteration 80F: 3 clusters Score -4634706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4634712.500000 Penalty: 12273.003906
	Iteration 81Q: 3 clusters Score -4634712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4634719.500000 Penalty: 12273.003906
	Iteration 82Q: 3 clusters Score -4634720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4634718.500000 Penalty: 12273.003906
	Iteration 83Q: 3 clusters Score -4634718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4634722.500000 Penalty: 12273.003906
	Iteration 84Q: 3 clusters Score -4634722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4634722.500000 Penalty: 12273.003906
	Iteration 85F: 3 clusters Score -4634722 nChanged 0
--- Evaluating fit on full set of 1326027 points ---
Entering Unmasked Estep 
Score: -268501536.000000 Penalty: 215871.000000
23->26 Clusters: Score -268501536.000000, best is -268752544.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 442009 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 19275 members 
Mstep: Class 3 contains 19363 members 
Mstep: Class 4 contains 19285 members 
Mstep: Class 5 contains 18995 members 
Mstep: Class 6 contains 19241 members 
Mstep: Class 7 contains 19247 members 
Mstep: Class 8 contains 19152 members 
Mstep: Class 9 contains 19240 members 
Mstep: Class 10 contains 18997 members 
Mstep: Class 11 contains 19448 members 
Mstep: Class 12 contains 19135 members 
Mstep: Class 13 contains 19364 members 
Mstep: Class 14 contains 19172 members 
Mstep: Class 15 contains 19253 members 
Mstep: Class 16 contains 18959 members 
Mstep: Class 17 contains 19184 members 
Mstep: Class 18 contains 19032 members 
Mstep: Class 19 contains 19201 members 
Mstep: Class 20 contains 19285 members 
Mstep: Class 21 contains 19153 members 
Mstep: Class 22 contains 19338 members 
Mstep: Class 23 contains 19183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 498.977295 but Gain 7961.937500
Score: -84941640.000000 Penalty: 175162.671875
Iteration 0F: 23 clusters Score -8.494164e+07 nChanged 417473
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 13663 members 
Mstep: Class 3 contains 10956 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 50215 members 
Mstep: Class 8 contains 19895 members 
Mstep: Class 9 contains 6185 members 
Mstep: Class 10 contains 3486 members 
Mstep: Class 11 contains 61693 members 
Mstep: Class 12 contains 4018 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 20445 members 
Mstep: Class 15 contains 12558 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 5120 members 
Mstep: Class 19 contains 25971 members 
Mstep: Class 20 contains 72092 members 
Mstep: Class 21 contains 24286 members 
Mstep: Class 22 contains 7904 members 
Mstep: Class 23 contains 23236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3535.726318 but Gain 7961.937500
Score: -87693216.000000 Penalty: 167200.734375
Iteration 1F: 22 clusters Score -8.769322e+07 nChanged 182055
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 18147 members 
Mstep: Class 3 contains 9655 members 
Mstep: Class 5 contains 6143 members 
Mstep: Class 6 contains 1363 members 
Mstep: Class 7 contains 54544 members 
Mstep: Class 8 contains 4729 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 59168 members 
Mstep: Class 12 contains 1105 members 
Mstep: Class 13 contains 2156 members 
Mstep: Class 14 contains 6601 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 12171 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 22074 members 
Mstep: Class 20 contains 110083 members 
Mstep: Class 21 contains 19365 members 
Mstep: Class 23 contains 35492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3114.987549 but Gain 7961.937500
Score: -88483600.000000 Penalty: 159238.796875
Iteration 2F: 21 clusters Score -8.84836e+07 nChanged 144657
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 20284 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 5 contains 13716 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 7 contains 43480 members 
Mstep: Class 8 contains 3345 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 35921 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 1573 members 
Mstep: Class 14 contains 2562 members 
Mstep: Class 15 contains 1068 members 
Mstep: Class 16 contains 11591 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 19 contains 13054 members 
Mstep: Class 20 contains 130337 members 
Mstep: Class 21 contains 11939 members 
Mstep: Class 23 contains 70411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2298.345215 but Gain 7961.937500
Score: -88924144.000000 Penalty: 151276.859375
Iteration 3F: 20 clusters Score -8.892414e+07 nChanged 95530
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 20040 members 
Mstep: Class 3 contains 5528 members 
Mstep: Class 5 contains 18391 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 34479 members 
Mstep: Class 8 contains 3512 members 
Mstep: Class 9 contains 3425 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 22539 members 
Mstep: Class 12 contains 855 members 
Mstep: Class 13 contains 1813 members 
Mstep: Class 15 contains 906 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 1222 members 
Mstep: Class 19 contains 11463 members 
Mstep: Class 20 contains 138951 members 
Mstep: Class 21 contains 9950 members 
Mstep: Class 23 contains 93979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 6964.645020 but Gain 7961.937500
Score: -89077680.000000 Penalty: 143314.921875
Iteration 4F: 19 clusters Score -8.907768e+07 nChanged 60784
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 19295 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 5 contains 20321 members 
Mstep: Class 6 contains 1532 members 
Mstep: Class 7 contains 31407 members 
Mstep: Class 8 contains 4987 members 
Mstep: Class 10 contains 1394 members 
Mstep: Class 11 contains 17624 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 13157 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 19 contains 10967 members 
Mstep: Class 20 contains 143490 members 
Mstep: Class 21 contains 11269 members 
Mstep: Class 23 contains 104169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89155232.000000 Penalty: 143314.921875
Iteration 5F: 19 clusters Score -8.915523e+07 nChanged 42354
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 5 contains 20023 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 7713 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 15255 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 3934 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 14646 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 19 contains 10611 members 
Mstep: Class 20 contains 144668 members 
Mstep: Class 21 contains 13949 members 
Mstep: Class 23 contains 107291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89203376.000000 Penalty: 143314.921875
Iteration 6F: 19 clusters Score -8.920338e+07 nChanged 34659
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 16550 members 
Mstep: Class 3 contains 2710 members 
Mstep: Class 5 contains 19271 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 29252 members 
Mstep: Class 8 contains 11993 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 16382 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 19 contains 10331 members 
Mstep: Class 20 contains 143026 members 
Mstep: Class 21 contains 17415 members 
Mstep: Class 23 contains 107764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 7807.237305 but Gain 7961.937500
Score: -89241960.000000 Penalty: 135352.984375
Iteration 7F: 18 clusters Score -8.924196e+07 nChanged 30113
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 15203 members 
Mstep: Class 5 contains 18800 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 7 contains 27939 members 
Mstep: Class 8 contains 16698 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 13120 members 
Mstep: Class 12 contains 900 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 17974 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 19 contains 10101 members 
Mstep: Class 20 contains 140088 members 
Mstep: Class 21 contains 20985 members 
Mstep: Class 23 contains 108161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89273680.000000 Penalty: 135352.984375
Iteration 8F: 18 clusters Score -8.927368e+07 nChanged 22727
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 13962 members 
Mstep: Class 5 contains 18138 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 7 contains 26831 members 
Mstep: Class 8 contains 20587 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 12493 members 
Mstep: Class 12 contains 900 members 
Mstep: Class 13 contains 7772 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 19217 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 19 contains 9793 members 
Mstep: Class 20 contains 136519 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 23 contains 107587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89292680.000000 Penalty: 135352.984375
Iteration 9F: 18 clusters Score -8.929268e+07 nChanged 18511
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 13122 members 
Mstep: Class 5 contains 17808 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 7 contains 26131 members 
Mstep: Class 8 contains 24031 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 12053 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 20061 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 19 contains 9498 members 
Mstep: Class 20 contains 132759 members 
Mstep: Class 21 contains 25236 members 
Mstep: Class 23 contains 106912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89306736.000000 Penalty: 135352.984375
Iteration 10Q: 18 clusters Score -8.930674e+07 nChanged 15773
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 12419 members 
Mstep: Class 5 contains 17725 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 25853 members 
Mstep: Class 8 contains 27175 members 
Mstep: Class 10 contains 1565 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 9887 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 20546 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 19 contains 9240 members 
Mstep: Class 20 contains 128953 members 
Mstep: Class 21 contains 26567 members 
Mstep: Class 23 contains 106336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89319056.000000 Penalty: 135352.984375
Iteration 11Q: 18 clusters Score -8.931906e+07 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 11842 members 
Mstep: Class 5 contains 17829 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 7 contains 25766 members 
Mstep: Class 8 contains 29958 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 11186 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 10790 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 20649 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 19 contains 9024 members 
Mstep: Class 20 contains 125429 members 
Mstep: Class 21 contains 27621 members 
Mstep: Class 23 contains 105833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89327144.000000 Penalty: 135352.984375
Iteration 12Q: 18 clusters Score -8.932714e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 5 contains 18102 members 
Mstep: Class 6 contains 1649 members 
Mstep: Class 7 contains 25825 members 
Mstep: Class 8 contains 32206 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 10778 members 
Mstep: Class 12 contains 920 members 
Mstep: Class 13 contains 11579 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 20490 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 19 contains 8837 members 
Mstep: Class 20 contains 122529 members 
Mstep: Class 21 contains 28389 members 
Mstep: Class 23 contains 105390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89333584.000000 Penalty: 135352.984375
Iteration 13Q: 18 clusters Score -8.933358e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 10860 members 
Mstep: Class 5 contains 18368 members 
Mstep: Class 6 contains 1640 members 
Mstep: Class 7 contains 25947 members 
Mstep: Class 8 contains 33858 members 
Mstep: Class 10 contains 1572 members 
Mstep: Class 11 contains 10406 members 
Mstep: Class 12 contains 936 members 
Mstep: Class 13 contains 12247 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 20187 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 120304 members 
Mstep: Class 21 contains 29010 members 
Mstep: Class 23 contains 105019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89338568.000000 Penalty: 135352.984375
Iteration 14Q: 18 clusters Score -8.933857e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 10449 members 
Mstep: Class 5 contains 18664 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 26060 members 
Mstep: Class 8 contains 34918 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 10139 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 12860 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 19862 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 19 contains 8538 members 
Mstep: Class 20 contains 118731 members 
Mstep: Class 21 contains 29481 members 
Mstep: Class 23 contains 104677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89341496.000000 Penalty: 135352.984375
Iteration 15Q: 18 clusters Score -8.93415e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 5 contains 18984 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 26198 members 
Mstep: Class 8 contains 35583 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 9949 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 19547 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 117464 members 
Mstep: Class 21 contains 29790 members 
Mstep: Class 23 contains 104421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89344160.000000 Penalty: 135352.984375
Iteration 16Q: 18 clusters Score -8.934416e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 5 contains 19271 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 7 contains 26298 members 
Mstep: Class 8 contains 35944 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 9716 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 13901 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 19268 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 19 contains 8252 members 
Mstep: Class 20 contains 116563 members 
Mstep: Class 21 contains 29935 members 
Mstep: Class 23 contains 104259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89345160.000000 Penalty: 135352.984375
Iteration 17Q: 18 clusters Score -8.934516e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 9515 members 
Mstep: Class 5 contains 19478 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 26385 members 
Mstep: Class 8 contains 36204 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 9494 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 18972 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 115854 members 
Mstep: Class 21 contains 29967 members 
Mstep: Class 23 contains 104262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89346960.000000 Penalty: 135352.984375
Iteration 18Q: 18 clusters Score -8.934696e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 5 contains 19592 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 26480 members 
Mstep: Class 8 contains 36347 members 
Mstep: Class 10 contains 1565 members 
Mstep: Class 11 contains 9358 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 18665 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 19 contains 8003 members 
Mstep: Class 20 contains 115369 members 
Mstep: Class 21 contains 29883 members 
Mstep: Class 23 contains 104335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89348520.000000 Penalty: 135352.984375
Iteration 19Q: 18 clusters Score -8.934852e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 8956 members 
Mstep: Class 5 contains 19707 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 7 contains 26562 members 
Mstep: Class 8 contains 36435 members 
Mstep: Class 10 contains 1564 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 15060 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 18405 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 114944 members 
Mstep: Class 21 contains 29686 members 
Mstep: Class 23 contains 104503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89350112.000000 Penalty: 135352.984375
Iteration 20F: 18 clusters Score -8.935011e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 8726 members 
Mstep: Class 5 contains 19806 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 26628 members 
Mstep: Class 8 contains 36797 members 
Mstep: Class 10 contains 1557 members 
Mstep: Class 11 contains 9112 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 18143 members 
Mstep: Class 17 contains 1890 members 
Mstep: Class 19 contains 7730 members 
Mstep: Class 20 contains 114288 members 
Mstep: Class 21 contains 29494 members 
Mstep: Class 23 contains 104657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89351272.000000 Penalty: 135352.984375
Iteration 21Q: 18 clusters Score -8.935127e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 8529 members 
Mstep: Class 5 contains 19947 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 26680 members 
Mstep: Class 8 contains 36984 members 
Mstep: Class 10 contains 1547 members 
Mstep: Class 11 contains 9009 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 17872 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 113703 members 
Mstep: Class 21 contains 29333 members 
Mstep: Class 23 contains 104706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89352760.000000 Penalty: 135352.984375
Iteration 22Q: 18 clusters Score -8.935276e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 8368 members 
Mstep: Class 5 contains 20058 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 26707 members 
Mstep: Class 8 contains 37139 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 8896 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 16046 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 17621 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 113195 members 
Mstep: Class 21 contains 29230 members 
Mstep: Class 23 contains 104682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89353576.000000 Penalty: 135352.984375
Iteration 23Q: 18 clusters Score -8.935358e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 5 contains 20148 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 26714 members 
Mstep: Class 8 contains 37268 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 8769 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 16334 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 17353 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 112700 members 
Mstep: Class 21 contains 29150 members 
Mstep: Class 23 contains 104618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89354176.000000 Penalty: 135352.984375
Iteration 24Q: 18 clusters Score -8.935418e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 8098 members 
Mstep: Class 5 contains 20278 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 26712 members 
Mstep: Class 8 contains 37362 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 8674 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 16586 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 17096 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 19 contains 7258 members 
Mstep: Class 20 contains 112070 members 
Mstep: Class 21 contains 29088 members 
Mstep: Class 23 contains 104516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89355080.000000 Penalty: 135352.984375
Iteration 25Q: 18 clusters Score -8.935508e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 5 contains 20425 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 26697 members 
Mstep: Class 8 contains 37472 members 
Mstep: Class 10 contains 1518 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 16798 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 16869 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 111352 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 23 contains 104437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89355712.000000 Penalty: 135352.984375
Iteration 26Q: 18 clusters Score -8.935571e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 7816 members 
Mstep: Class 5 contains 20534 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 26663 members 
Mstep: Class 8 contains 37549 members 
Mstep: Class 10 contains 1517 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 17009 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 16648 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 110490 members 
Mstep: Class 21 contains 29011 members 
Mstep: Class 23 contains 104377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89356632.000000 Penalty: 135352.984375
Iteration 27Q: 18 clusters Score -8.935663e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 7688 members 
Mstep: Class 5 contains 20662 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 26621 members 
Mstep: Class 8 contains 37621 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 8362 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 17179 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 16399 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 19 contains 6983 members 
Mstep: Class 20 contains 109497 members 
Mstep: Class 21 contains 28985 members 
Mstep: Class 23 contains 104326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89357480.000000 Penalty: 135352.984375
Iteration 28Q: 18 clusters Score -8.935748e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 7559 members 
Mstep: Class 5 contains 20756 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 26552 members 
Mstep: Class 8 contains 37663 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 8308 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 17347 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 16178 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 108298 members 
Mstep: Class 21 contains 28950 members 
Mstep: Class 23 contains 104254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89358648.000000 Penalty: 135352.984375
Iteration 29Q: 18 clusters Score -8.935865e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 7394 members 
Mstep: Class 5 contains 20868 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 26460 members 
Mstep: Class 8 contains 37696 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 8267 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 17513 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15970 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 19 contains 6822 members 
Mstep: Class 20 contains 106768 members 
Mstep: Class 21 contains 28931 members 
Mstep: Class 23 contains 104185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89359608.000000 Penalty: 135352.984375
Iteration 30Q: 18 clusters Score -8.935961e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 5 contains 20988 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 26352 members 
Mstep: Class 8 contains 37738 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 17663 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15792 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 104939 members 
Mstep: Class 21 contains 28878 members 
Mstep: Class 23 contains 104108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89360984.000000 Penalty: 135352.984375
Iteration 31Q: 18 clusters Score -8.936098e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 7195 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 26228 members 
Mstep: Class 8 contains 37779 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 17781 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15622 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 102799 members 
Mstep: Class 21 contains 28833 members 
Mstep: Class 23 contains 104102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89362720.000000 Penalty: 135352.984375
Iteration 32Q: 18 clusters Score -8.936272e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 7119 members 
Mstep: Class 5 contains 21163 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 26120 members 
Mstep: Class 8 contains 37802 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 8045 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 17895 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15471 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 19 contains 6689 members 
Mstep: Class 20 contains 100363 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 23 contains 104095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89364184.000000 Penalty: 135352.984375
Iteration 33Q: 18 clusters Score -8.936418e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 7043 members 
Mstep: Class 5 contains 21256 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 26037 members 
Mstep: Class 8 contains 37821 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18005 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15313 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 19 contains 6675 members 
Mstep: Class 20 contains 97619 members 
Mstep: Class 21 contains 28762 members 
Mstep: Class 23 contains 104104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89366696.000000 Penalty: 135352.984375
Iteration 34Q: 18 clusters Score -8.93667e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 6932 members 
Mstep: Class 5 contains 21340 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 25972 members 
Mstep: Class 8 contains 37845 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18098 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15171 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 19 contains 6662 members 
Mstep: Class 20 contains 94781 members 
Mstep: Class 21 contains 28729 members 
Mstep: Class 23 contains 104113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89369280.000000 Penalty: 135352.984375
Iteration 35Q: 18 clusters Score -8.936928e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 6864 members 
Mstep: Class 5 contains 21400 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 25895 members 
Mstep: Class 8 contains 37862 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 7826 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18172 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15109 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 92024 members 
Mstep: Class 21 contains 28687 members 
Mstep: Class 23 contains 104177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89371776.000000 Penalty: 135352.984375
Iteration 36Q: 18 clusters Score -8.937178e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 6804 members 
Mstep: Class 5 contains 21417 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 25833 members 
Mstep: Class 8 contains 37878 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 7768 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18241 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15086 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 19 contains 6582 members 
Mstep: Class 20 contains 89476 members 
Mstep: Class 21 contains 28635 members 
Mstep: Class 23 contains 104203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89373952.000000 Penalty: 135352.984375
Iteration 37Q: 18 clusters Score -8.937395e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 5 contains 21430 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 25771 members 
Mstep: Class 8 contains 37885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 7711 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18314 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 87353 members 
Mstep: Class 21 contains 28577 members 
Mstep: Class 23 contains 104213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89375392.000000 Penalty: 135352.984375
Iteration 38Q: 18 clusters Score -8.937539e+07 nChanged 3489
Entering ConstructFrom: 
Score: -89375392.000000 Penalty: 135352.984375
Entering ConstructFrom: 
Trying to split cluster 1 (77019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Entering Unmasked Estep 
Score: -15936942.000000 Penalty: 6891.731934
	Iteration 0F: 2 clusters Score -1.593694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -15883796.000000 Penalty: 13783.463867
	Iteration 0F: 3 clusters Score -1.58838e+07 nChanged 34702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -15903623.000000 Penalty: 13783.463867
	Iteration 1F: 3 clusters Score -1.590362e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -15906778.000000 Penalty: 13783.463867
	Iteration 2F: 3 clusters Score -1.590678e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -15910252.000000 Penalty: 13783.463867
	Iteration 3F: 3 clusters Score -1.591025e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -15913913.000000 Penalty: 13783.463867
	Iteration 4F: 3 clusters Score -1.591391e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -15918486.000000 Penalty: 13783.463867
	Iteration 5F: 3 clusters Score -1.591849e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -15923866.000000 Penalty: 13783.463867
	Iteration 6F: 3 clusters Score -1.592387e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -15929237.000000 Penalty: 13783.463867
	Iteration 7F: 3 clusters Score -1.592924e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -15933223.000000 Penalty: 13783.463867
	Iteration 8Q: 3 clusters Score -1.593322e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -15935420.000000 Penalty: 13783.463867
	Iteration 9Q: 3 clusters Score -1.593542e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -15936263.000000 Penalty: 13783.463867
	Iteration 10Q: 3 clusters Score -1.593626e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -15936588.000000 Penalty: 13783.463867
	Iteration 11Q: 3 clusters Score -1.593659e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -15936745.000000 Penalty: 13783.463867
	Iteration 12Q: 3 clusters Score -1.593674e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -15936845.000000 Penalty: 13783.463867
	Iteration 13Q: 3 clusters Score -1.593684e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -15936906.000000 Penalty: 13783.463867
	Iteration 14Q: 3 clusters Score -1.593691e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -15936957.000000 Penalty: 13783.463867
	Iteration 15Q: 3 clusters Score -1.593696e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -15936950.000000 Penalty: 13783.463867
	Iteration 16Q: 3 clusters Score -1.593695e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -15936993.000000 Penalty: 13783.463867
	Iteration 17Q: 3 clusters Score -1.593699e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -15937029.000000 Penalty: 13783.463867
	Iteration 18Q: 3 clusters Score -1.593703e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -15937056.000000 Penalty: 13783.463867
	Iteration 19Q: 3 clusters Score -1.593706e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -15937101.000000 Penalty: 13783.463867
	Iteration 20F: 3 clusters Score -1.59371e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -15937122.000000 Penalty: 13783.463867
	Iteration 21Q: 3 clusters Score -1.593712e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -15937161.000000 Penalty: 13783.463867
	Iteration 22Q: 3 clusters Score -1.593716e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -15937178.000000 Penalty: 13783.463867
	Iteration 23Q: 3 clusters Score -1.593718e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -15937203.000000 Penalty: 13783.463867
	Iteration 24Q: 3 clusters Score -1.59372e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -15937226.000000 Penalty: 13783.463867
	Iteration 25Q: 3 clusters Score -1.593723e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -15937204.000000 Penalty: 13783.463867
	Iteration 26Q: 3 clusters Score -1.59372e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -15937235.000000 Penalty: 13783.463867
	Iteration 27Q: 3 clusters Score -1.593724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -15937222.000000 Penalty: 13783.463867
	Iteration 28Q: 3 clusters Score -1.593722e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -15937223.000000 Penalty: 13783.463867
	Iteration 29Q: 3 clusters Score -1.593722e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -15937211.000000 Penalty: 13783.463867
	Iteration 30Q: 3 clusters Score -1.593721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -15937210.000000 Penalty: 13783.463867
	Iteration 31Q: 3 clusters Score -1.593721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -15937209.000000 Penalty: 13783.463867
	Iteration 32Q: 3 clusters Score -1.593721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -15937228.000000 Penalty: 13783.463867
	Iteration 33Q: 3 clusters Score -1.593723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -15937230.000000 Penalty: 13783.463867
	Iteration 34Q: 3 clusters Score -1.593723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -15937234.000000 Penalty: 13783.463867
	Iteration 35Q: 3 clusters Score -1.593723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -15937249.000000 Penalty: 13783.463867
	Iteration 36Q: 3 clusters Score -1.593725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -15937235.000000 Penalty: 13783.463867
	Iteration 37Q: 3 clusters Score -1.593724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -15937257.000000 Penalty: 13783.463867
	Iteration 38Q: 3 clusters Score -1.593726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -15937251.000000 Penalty: 13783.463867
	Iteration 39Q: 3 clusters Score -1.593725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -15937268.000000 Penalty: 13783.463867
	Iteration 40F: 3 clusters Score -1.593727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -15937261.000000 Penalty: 13783.463867
	Iteration 41Q: 3 clusters Score -1.593726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -15937260.000000 Penalty: 13783.463867
	Iteration 42Q: 3 clusters Score -1.593726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -15937253.000000 Penalty: 13783.463867
	Iteration 43Q: 3 clusters Score -1.593725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -15937262.000000 Penalty: 13783.463867
	Iteration 44Q: 3 clusters Score -1.593726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -15937257.000000 Penalty: 13783.463867
	Iteration 45Q: 3 clusters Score -1.593726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -15937255.000000 Penalty: 13783.463867
	Iteration 46Q: 3 clusters Score -1.593726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -15937271.000000 Penalty: 13783.463867
	Iteration 47Q: 3 clusters Score -1.593727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -15937264.000000 Penalty: 13783.463867
	Iteration 48Q: 3 clusters Score -1.593726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -15937261.000000 Penalty: 13783.463867
	Iteration 49Q: 3 clusters Score -1.593726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -15937255.000000 Penalty: 13783.463867
	Iteration 50Q: 3 clusters Score -1.593726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -15937240.000000 Penalty: 13783.463867
	Iteration 51Q: 3 clusters Score -1.593724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -15937249.000000 Penalty: 13783.463867
	Iteration 52Q: 3 clusters Score -1.593725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -15937249.000000 Penalty: 13783.463867
	Iteration 53F: 3 clusters Score -1.593725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 7935 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 25715 members 
Mstep: Class 8 contains 37892 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18382 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 85670 members 
Mstep: Class 21 contains 28486 members 
Mstep: Class 23 contains 104252 members 
Entering Unmasked Estep 
Score: -89374856.000000 Penalty: 143314.921875
Splitting cluster 1 changes total score from -89375392.000000 to -89374856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Entering Unmasked Estep 
Score: -1335514.875000 Penalty: 5401.048340
	Iteration 0F: 2 clusters Score -1335515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1327360.000000 Penalty: 10802.096680
	Iteration 0F: 3 clusters Score -1327360 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1328844.375000 Penalty: 10802.096680
	Iteration 1F: 3 clusters Score -1328844 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1329252.375000 Penalty: 10802.096680
	Iteration 2F: 3 clusters Score -1329252 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1329507.625000 Penalty: 10802.096680
	Iteration 3Q: 3 clusters Score -1329508 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1329677.375000 Penalty: 10802.096680
	Iteration 4Q: 3 clusters Score -1329677 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1329807.250000 Penalty: 10802.096680
	Iteration 5Q: 3 clusters Score -1329807 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1329912.500000 Penalty: 10802.096680
	Iteration 6Q: 3 clusters Score -1329912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1330004.875000 Penalty: 10802.096680
	Iteration 7Q: 3 clusters Score -1330005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1330082.250000 Penalty: 10802.096680
	Iteration 8Q: 3 clusters Score -1330082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1330153.375000 Penalty: 10802.096680
	Iteration 9Q: 3 clusters Score -1330153 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1330221.625000 Penalty: 10802.096680
	Iteration 10Q: 3 clusters Score -1330222 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1330298.750000 Penalty: 10802.096680
	Iteration 11Q: 3 clusters Score -1330299 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1330358.125000 Penalty: 10802.096680
	Iteration 12Q: 3 clusters Score -1330358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1330395.375000 Penalty: 10802.096680
	Iteration 13Q: 3 clusters Score -1330395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1330430.500000 Penalty: 10802.096680
	Iteration 14Q: 3 clusters Score -1330430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1330466.125000 Penalty: 10802.096680
	Iteration 15Q: 3 clusters Score -1330466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1330497.750000 Penalty: 10802.096680
	Iteration 16Q: 3 clusters Score -1330498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1330522.250000 Penalty: 10802.096680
	Iteration 17Q: 3 clusters Score -1330522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1330541.625000 Penalty: 10802.096680
	Iteration 18Q: 3 clusters Score -1330542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1330558.000000 Penalty: 10802.096680
	Iteration 19Q: 3 clusters Score -1330558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1330574.625000 Penalty: 10802.096680
	Iteration 20F: 3 clusters Score -1330575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1330596.500000 Penalty: 10802.096680
	Iteration 21Q: 3 clusters Score -1330596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1330619.375000 Penalty: 10802.096680
	Iteration 22Q: 3 clusters Score -1330619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1330634.000000 Penalty: 10802.096680
	Iteration 23Q: 3 clusters Score -1330634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1330655.375000 Penalty: 10802.096680
	Iteration 24Q: 3 clusters Score -1330655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1330673.125000 Penalty: 10802.096680
	Iteration 25Q: 3 clusters Score -1330673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1330697.125000 Penalty: 10802.096680
	Iteration 26Q: 3 clusters Score -1330697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1330713.875000 Penalty: 10802.096680
	Iteration 27Q: 3 clusters Score -1330714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1330736.875000 Penalty: 10802.096680
	Iteration 28Q: 3 clusters Score -1330737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1330753.375000 Penalty: 10802.096680
	Iteration 29Q: 3 clusters Score -1330753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1330762.000000 Penalty: 10802.096680
	Iteration 30Q: 3 clusters Score -1330762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1330776.125000 Penalty: 10802.096680
	Iteration 31Q: 3 clusters Score -1330776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1330785.625000 Penalty: 10802.096680
	Iteration 32Q: 3 clusters Score -1330786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1330793.000000 Penalty: 10802.096680
	Iteration 33Q: 3 clusters Score -1330793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1330799.375000 Penalty: 10802.096680
	Iteration 34Q: 3 clusters Score -1330799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1330810.625000 Penalty: 10802.096680
	Iteration 35Q: 3 clusters Score -1330811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1330820.875000 Penalty: 10802.096680
	Iteration 36Q: 3 clusters Score -1330821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1330829.125000 Penalty: 10802.096680
	Iteration 37Q: 3 clusters Score -1330829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1330844.375000 Penalty: 10802.096680
	Iteration 38Q: 3 clusters Score -1330844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1330850.250000 Penalty: 10802.096680
	Iteration 39Q: 3 clusters Score -1330850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1330860.250000 Penalty: 10802.096680
	Iteration 40F: 3 clusters Score -1330860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1330869.500000 Penalty: 10802.096680
	Iteration 41Q: 3 clusters Score -1330870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1330882.875000 Penalty: 10802.096680
	Iteration 42Q: 3 clusters Score -1330883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1330890.000000 Penalty: 10802.096680
	Iteration 43Q: 3 clusters Score -1330890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1330895.625000 Penalty: 10802.096680
	Iteration 44Q: 3 clusters Score -1330896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1330901.000000 Penalty: 10802.096680
	Iteration 45Q: 3 clusters Score -1330901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1330903.500000 Penalty: 10802.096680
	Iteration 46Q: 3 clusters Score -1330904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1330906.125000 Penalty: 10802.096680
	Iteration 47Q: 3 clusters Score -1330906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1330909.125000 Penalty: 10802.096680
	Iteration 48Q: 3 clusters Score -1330909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1330907.500000 Penalty: 10802.096680
	Iteration 49Q: 3 clusters Score -1330908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1330912.250000 Penalty: 10802.096680
	Iteration 50Q: 3 clusters Score -1330912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1330913.750000 Penalty: 10802.096680
	Iteration 51Q: 3 clusters Score -1330914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1330917.625000 Penalty: 10802.096680
	Iteration 52Q: 3 clusters Score -1330918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1330924.250000 Penalty: 10802.096680
	Iteration 53Q: 3 clusters Score -1330924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1330926.500000 Penalty: 10802.096680
	Iteration 54Q: 3 clusters Score -1330926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1330928.125000 Penalty: 10802.096680
	Iteration 55Q: 3 clusters Score -1330928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1330932.375000 Penalty: 10802.096680
	Iteration 56Q: 3 clusters Score -1330932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1330935.125000 Penalty: 10802.096680
	Iteration 57Q: 3 clusters Score -1330935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1330934.625000 Penalty: 10802.096680
	Iteration 58Q: 3 clusters Score -1330935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1330937.000000 Penalty: 10802.096680
	Iteration 59Q: 3 clusters Score -1330937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1330939.500000 Penalty: 10802.096680
	Iteration 60F: 3 clusters Score -1330940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1330938.000000 Penalty: 10802.096680
	Iteration 61Q: 3 clusters Score -1330938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1330938.000000 Penalty: 10802.096680
	Iteration 62F: 3 clusters Score -1330938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Entering Unmasked Estep 
Score: -4201037.500000 Penalty: 6107.956543
	Iteration 0F: 2 clusters Score -4201038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4183533.250000 Penalty: 12215.913086
	Iteration 0F: 3 clusters Score -4183533 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -4188335.750000 Penalty: 12215.913086
	Iteration 1F: 3 clusters Score -4188336 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -4189100.500000 Penalty: 12215.913086
	Iteration 2F: 3 clusters Score -4189100 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4189679.000000 Penalty: 12215.913086
	Iteration 3F: 3 clusters Score -4189679 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4190230.750000 Penalty: 12215.913086
	Iteration 4Q: 3 clusters Score -4190231 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -4190759.750000 Penalty: 12215.913086
	Iteration 5Q: 3 clusters Score -4190760 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4191276.000000 Penalty: 12215.913086
	Iteration 6Q: 3 clusters Score -4191276 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4191813.750000 Penalty: 12215.913086
	Iteration 7Q: 3 clusters Score -4191814 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4192396.250000 Penalty: 12215.913086
	Iteration 8Q: 3 clusters Score -4192396 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -4192941.250000 Penalty: 12215.913086
	Iteration 9Q: 3 clusters Score -4192941 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4193455.750000 Penalty: 12215.913086
	Iteration 10Q: 3 clusters Score -4193456 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -4193910.250000 Penalty: 12215.913086
	Iteration 11Q: 3 clusters Score -4193910 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -4194246.250000 Penalty: 12215.913086
	Iteration 12Q: 3 clusters Score -4194246 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -4194497.000000 Penalty: 12215.913086
	Iteration 13Q: 3 clusters Score -4194497 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4194703.500000 Penalty: 12215.913086
	Iteration 14Q: 3 clusters Score -4194704 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4194843.500000 Penalty: 12215.913086
	Iteration 15Q: 3 clusters Score -4194844 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -4194977.500000 Penalty: 12215.913086
	Iteration 16Q: 3 clusters Score -4194978 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -4195066.000000 Penalty: 12215.913086
	Iteration 17Q: 3 clusters Score -4195066 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -4195158.000000 Penalty: 12215.913086
	Iteration 18Q: 3 clusters Score -4195158 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -4195239.000000 Penalty: 12215.913086
	Iteration 19Q: 3 clusters Score -4195239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -4195313.500000 Penalty: 12215.913086
	Iteration 20F: 3 clusters Score -4195314 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -4195362.000000 Penalty: 12215.913086
	Iteration 21Q: 3 clusters Score -4195362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4195405.500000 Penalty: 12215.913086
	Iteration 22Q: 3 clusters Score -4195406 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -4195455.000000 Penalty: 12215.913086
	Iteration 23Q: 3 clusters Score -4195455 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4195483.000000 Penalty: 12215.913086
	Iteration 24Q: 3 clusters Score -4195483 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -4195513.500000 Penalty: 12215.913086
	Iteration 25Q: 3 clusters Score -4195514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4195533.500000 Penalty: 12215.913086
	Iteration 26Q: 3 clusters Score -4195534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4195573.500000 Penalty: 12215.913086
	Iteration 27Q: 3 clusters Score -4195574 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4195612.000000 Penalty: 12215.913086
	Iteration 28Q: 3 clusters Score -4195612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -4195632.000000 Penalty: 12215.913086
	Iteration 29Q: 3 clusters Score -4195632 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -4195666.000000 Penalty: 12215.913086
	Iteration 30Q: 3 clusters Score -4195666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4195694.000000 Penalty: 12215.913086
	Iteration 31Q: 3 clusters Score -4195694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -4195713.500000 Penalty: 12215.913086
	Iteration 32Q: 3 clusters Score -4195714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4195729.500000 Penalty: 12215.913086
	Iteration 33Q: 3 clusters Score -4195730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -4195742.000000 Penalty: 12215.913086
	Iteration 34Q: 3 clusters Score -4195742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4195770.000000 Penalty: 12215.913086
	Iteration 35Q: 3 clusters Score -4195770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -4195781.500000 Penalty: 12215.913086
	Iteration 36Q: 3 clusters Score -4195782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4195806.500000 Penalty: 12215.913086
	Iteration 37Q: 3 clusters Score -4195806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4195838.500000 Penalty: 12215.913086
	Iteration 38Q: 3 clusters Score -4195838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4195863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4195898 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4195921 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4195956 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4195987 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4196018.500000 Penalty: 12215.913086
	Iteration 44Q: 3 clusters Score -4196018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4196046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4196060.500000 Penalty: 12215.913086
	Iteration 46Q: 3 clusters Score -4196060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4196088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4196117.000000 Penalty: 12215.913086
	Iteration 48Q: 3 clusters Score -4196117 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -4196147.000000 Penalty: 12215.913086
	Iteration 49Q: 3 clusters Score -4196147 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4196184.000000 Penalty: 12215.913086
	Iteration 50Q: 3 clusters Score -4196184 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4196217.000000 Penalty: 12215.913086
	Iteration 51Q: 3 clusters Score -4196217 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -4196250.000000 Penalty: 12215.913086
	Iteration 52Q: 3 clusters Score -4196250 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -4196276.500000 Penalty: 12215.913086
	Iteration 53Q: 3 clusters Score -4196276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4196299 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4196328.500000 Penalty: 12215.913086
	Iteration 55Q: 3 clusters Score -4196328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -4196349.500000 Penalty: 12215.913086
	Iteration 56Q: 3 clusters Score -4196350 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4196382.000000 Penalty: 12215.913086
	Iteration 57Q: 3 clusters Score -4196382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4196418 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4196424 nChanged 63
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Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4196446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4196473 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4196492 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4196523.500000 Penalty: 12215.913086
	Iteration 63Q: 3 clusters Score -4196524 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4196548.000000 Penalty: 12215.913086
	Iteration 64Q: 3 clusters Score -4196548 nChanged 54
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Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4196583 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4196604.000000 Penalty: 12215.913086
	Iteration 66Q: 3 clusters Score -4196604 nChanged 39
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Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4196604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4196621.000000 Penalty: 12215.913086
	Iteration 68Q: 3 clusters Score -4196621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4196628.000000 Penalty: 12215.913086
	Iteration 69Q: 3 clusters Score -4196628 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4196639.500000 Penalty: 12215.913086
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4196647.500000 Penalty: 12215.913086
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4196654.000000 Penalty: 12215.913086
	Iteration 72Q: 3 clusters Score -4196654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4196661.500000 Penalty: 12215.913086
	Iteration 73Q: 3 clusters Score -4196662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4196671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4196673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4196674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4196681.000000 Penalty: 12215.913086
	Iteration 79Q: 3 clusters Score -4196681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4196688.500000 Penalty: 12215.913086
	Iteration 80F: 3 clusters Score -4196688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4196699.500000 Penalty: 12215.913086
	Iteration 81Q: 3 clusters Score -4196700 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4196702.000000 Penalty: 12215.913086
	Iteration 82Q: 3 clusters Score -4196702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4196694.500000 Penalty: 12215.913086
	Iteration 83Q: 3 clusters Score -4196694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4196695.000000 Penalty: 12215.913086
	Iteration 84Q: 3 clusters Score -4196695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4196700.000000 Penalty: 12215.913086
	Iteration 85Q: 3 clusters Score -4196700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4196707.500000 Penalty: 12215.913086
	Iteration 86Q: 3 clusters Score -4196708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4196712.000000 Penalty: 12215.913086
	Iteration 87Q: 3 clusters Score -4196712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4196712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4196716.500000 Penalty: 12215.913086
	Iteration 89Q: 3 clusters Score -4196716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4196715.000000 Penalty: 12215.913086
	Iteration 90Q: 3 clusters Score -4196715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4196719.500000 Penalty: 12215.913086
	Iteration 91Q: 3 clusters Score -4196720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4196718.000000 Penalty: 12215.913086
	Iteration 92Q: 3 clusters Score -4196718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4196720.000000 Penalty: 12215.913086
	Iteration 93Q: 3 clusters Score -4196720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4196723.500000 Penalty: 12215.913086
	Iteration 94Q: 3 clusters Score -4196724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4196722.000000 Penalty: 12215.913086
	Iteration 95Q: 3 clusters Score -4196722 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4196721.500000 Penalty: 12215.913086
	Iteration 96Q: 3 clusters Score -4196722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4196729.000000 Penalty: 12215.913086
	Iteration 97Q: 3 clusters Score -4196729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4196733.500000 Penalty: 12215.913086
	Iteration 98Q: 3 clusters Score -4196734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4196732.000000 Penalty: 12215.913086
	Iteration 99Q: 3 clusters Score -4196732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4196736.500000 Penalty: 12215.913086
	Iteration 100F: 3 clusters Score -4196736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4196737.000000 Penalty: 12215.913086
	Iteration 101Q: 3 clusters Score -4196737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4196740.000000 Penalty: 12215.913086
	Iteration 102Q: 3 clusters Score -4196740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4196744.000000 Penalty: 12215.913086
	Iteration 103Q: 3 clusters Score -4196744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4196747.000000 Penalty: 12215.913086
	Iteration 104Q: 3 clusters Score -4196747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4196745 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4196746 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4196746 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4196744 nChanged 10
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Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4196751.000000 Penalty: 12215.913086
	Iteration 109Q: 3 clusters Score -4196751 nChanged 4
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Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4196747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4196744 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4196751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4196758.000000 Penalty: 12215.913086
	Iteration 113Q: 3 clusters Score -4196758 nChanged 8
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Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4196752.000000 Penalty: 12215.913086
	Iteration 114Q: 3 clusters Score -4196752 nChanged 6
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Entering Unmasked Estep 
Score: -4196759.500000 Penalty: 12215.913086
	Iteration 115Q: 3 clusters Score -4196760 nChanged 8
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Entering Unmasked Estep 
Score: -4196757.500000 Penalty: 12215.913086
	Iteration 116Q: 3 clusters Score -4196758 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18482 members 
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Entering Unmasked Estep 
Score: -4196772.500000 Penalty: 12215.913086
	Iteration 117Q: 3 clusters Score -4196772 nChanged 15
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Mstep: Class 1 contains 18495 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4196772 nChanged 9
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Mstep: Class 1 contains 18502 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4196774 nChanged 12
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Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4196777.000000 Penalty: 12215.913086
	Iteration 120F: 3 clusters Score -4196777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4196775 nChanged 5
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Mstep: Class 1 contains 18520 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4196778 nChanged 5
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Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4196774 nChanged 4
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Mstep: Class 1 contains 18529 members 
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Entering Unmasked Estep 
Score: -4196781.000000 Penalty: 12215.913086
	Iteration 124Q: 3 clusters Score -4196781 nChanged 2
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Mstep: Class 1 contains 18531 members 
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Entering Unmasked Estep 
Score: -4196778.500000 Penalty: 12215.913086
	Iteration 125Q: 3 clusters Score -4196778 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4196776.000000 Penalty: 12215.913086
	Iteration 126Q: 3 clusters Score -4196776 nChanged 4
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Mstep: Class 1 contains 18538 members 
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Entering Unmasked Estep 
Score: -4196779.500000 Penalty: 12215.913086
	Iteration 127Q: 3 clusters Score -4196780 nChanged 10
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Mstep: Class 1 contains 18548 members 
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Entering Unmasked Estep 
Score: -4196786.000000 Penalty: 12215.913086
	Iteration 128Q: 3 clusters Score -4196786 nChanged 10
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Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4196793.000000 Penalty: 12215.913086
	Iteration 129Q: 3 clusters Score -4196793 nChanged 7
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Mstep: Class 1 contains 18561 members 
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Entering Unmasked Estep 
Score: -4196789.500000 Penalty: 12215.913086
	Iteration 130Q: 3 clusters Score -4196790 nChanged 7
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Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4196794.000000 Penalty: 12215.913086
	Iteration 131Q: 3 clusters Score -4196794 nChanged 4
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Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4196795.500000 Penalty: 12215.913086
	Iteration 132Q: 3 clusters Score -4196796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4196794.500000 Penalty: 12215.913086
	Iteration 133Q: 3 clusters Score -4196794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4196792.000000 Penalty: 12215.913086
	Iteration 134Q: 3 clusters Score -4196792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4196792.500000 Penalty: 12215.913086
	Iteration 135Q: 3 clusters Score -4196792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4196796.500000 Penalty: 12215.913086
	Iteration 136Q: 3 clusters Score -4196796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4196799.500000 Penalty: 12215.913086
	Iteration 137Q: 3 clusters Score -4196800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4196794.000000 Penalty: 12215.913086
	Iteration 138Q: 3 clusters Score -4196794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4196803.000000 Penalty: 12215.913086
	Iteration 139Q: 3 clusters Score -4196803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4196807.500000 Penalty: 12215.913086
	Iteration 140F: 3 clusters Score -4196808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4196809.000000 Penalty: 12215.913086
	Iteration 141Q: 3 clusters Score -4196809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4196818.500000 Penalty: 12215.913086
	Iteration 142Q: 3 clusters Score -4196818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4196816.000000 Penalty: 12215.913086
	Iteration 143Q: 3 clusters Score -4196816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4196822.000000 Penalty: 12215.913086
	Iteration 144Q: 3 clusters Score -4196822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4196819.000000 Penalty: 12215.913086
	Iteration 145Q: 3 clusters Score -4196819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4196816.000000 Penalty: 12215.913086
	Iteration 146Q: 3 clusters Score -4196816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4196816.500000 Penalty: 12215.913086
	Iteration 147Q: 3 clusters Score -4196816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4196821.500000 Penalty: 12215.913086
	Iteration 148Q: 3 clusters Score -4196822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4196824.500000 Penalty: 12215.913086
	Iteration 149Q: 3 clusters Score -4196824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4196829.000000 Penalty: 12215.913086
	Iteration 150Q: 3 clusters Score -4196829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4196833.500000 Penalty: 12215.913086
	Iteration 151Q: 3 clusters Score -4196834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4196827.000000 Penalty: 12215.913086
	Iteration 152Q: 3 clusters Score -4196827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4196835.500000 Penalty: 12215.913086
	Iteration 153Q: 3 clusters Score -4196836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4196839.000000 Penalty: 12215.913086
	Iteration 154Q: 3 clusters Score -4196839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4196845.500000 Penalty: 12215.913086
	Iteration 155Q: 3 clusters Score -4196846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4196845.500000 Penalty: 12215.913086
	Iteration 156Q: 3 clusters Score -4196846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4196844.500000 Penalty: 12215.913086
	Iteration 157Q: 3 clusters Score -4196844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4196847.500000 Penalty: 12215.913086
	Iteration 158Q: 3 clusters Score -4196848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4196844.500000 Penalty: 12215.913086
	Iteration 159Q: 3 clusters Score -4196844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4196847.000000 Penalty: 12215.913086
	Iteration 160F: 3 clusters Score -4196847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4196848.000000 Penalty: 12215.913086
	Iteration 161Q: 3 clusters Score -4196848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4196848.000000 Penalty: 12215.913086
	Iteration 162F: 3 clusters Score -4196848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -301237.843750 Penalty: 4567.078613
	Iteration 0F: 2 clusters Score -301237.8 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 863 members 
Entering Unmasked Estep 
Score: -297409.781250 Penalty: 9134.157227
	Iteration 0F: 3 clusters Score -297409.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -301913.031250 Penalty: 9134.157227
	Iteration 1F: 3 clusters Score -301913 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -305885.031250 Penalty: 9134.157227
	Iteration 2F: 3 clusters Score -305885 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -308724.343750 Penalty: 9134.157227
	Iteration 3F: 3 clusters Score -308724.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -310108.031250 Penalty: 9134.157227
	Iteration 4Q: 3 clusters Score -310108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -310248.687500 Penalty: 9134.157227
	Iteration 5Q: 3 clusters Score -310248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -310279.281250 Penalty: 9134.157227
	Iteration 6Q: 3 clusters Score -310279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -310352.218750 Penalty: 9134.157227
	Iteration 7Q: 3 clusters Score -310352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -310483.562500 Penalty: 9134.157227
	Iteration 8Q: 3 clusters Score -310483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -310648.125000 Penalty: 9134.157227
	Iteration 9Q: 3 clusters Score -310648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -310902.875000 Penalty: 9134.157227
	Iteration 10Q: 3 clusters Score -310902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -311154.500000 Penalty: 9134.157227
	Iteration 11Q: 3 clusters Score -311154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -311200.375000 Penalty: 9134.157227
	Iteration 12Q: 3 clusters Score -311200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -311200.375000 Penalty: 9134.157227
	Iteration 13F: 3 clusters Score -311200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 7 contains 25715 members 
Mstep: Class 8 contains 37892 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18382 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 85670 members 
Mstep: Class 21 contains 28486 members 
Mstep: Class 23 contains 104252 members 
Entering Unmasked Estep 
Score: -89382216.000000 Penalty: 143314.921875
Splitting cluster 6 changes total score from -89375392.000000 to -89382216.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 7 (25715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Entering Unmasked Estep 
Score: -5300639.500000 Penalty: 6219.833496
	Iteration 0F: 2 clusters Score -5300640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5280555.000000 Penalty: 12439.666992
	Iteration 0F: 3 clusters Score -5280555 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -5286240.000000 Penalty: 12439.666992
	Iteration 1F: 3 clusters Score -5286240 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -5286911.500000 Penalty: 12439.666992
	Iteration 2F: 3 clusters Score -5286912 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5287326.500000 Penalty: 12439.666992
	Iteration 3Q: 3 clusters Score -5287326 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -5287584.000000 Penalty: 12439.666992
	Iteration 4Q: 3 clusters Score -5287584 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -5287782.000000 Penalty: 12439.666992
	Iteration 5Q: 3 clusters Score -5287782 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -5287970.500000 Penalty: 12439.666992
	Iteration 6Q: 3 clusters Score -5287970 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -5288132.000000 Penalty: 12439.666992
	Iteration 7Q: 3 clusters Score -5288132 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -5288275.500000 Penalty: 12439.666992
	Iteration 8Q: 3 clusters Score -5288276 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -5288448.500000 Penalty: 12439.666992
	Iteration 9Q: 3 clusters Score -5288448 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -5288578.000000 Penalty: 12439.666992
	Iteration 10Q: 3 clusters Score -5288578 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -5288724.000000 Penalty: 12439.666992
	Iteration 11Q: 3 clusters Score -5288724 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -5288889.000000 Penalty: 12439.666992
	Iteration 12Q: 3 clusters Score -5288889 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -5289047.000000 Penalty: 12439.666992
	Iteration 13Q: 3 clusters Score -5289047 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -5289216.000000 Penalty: 12439.666992
	Iteration 14Q: 3 clusters Score -5289216 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -5289412.000000 Penalty: 12439.666992
	Iteration 15Q: 3 clusters Score -5289412 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -5289657.000000 Penalty: 12439.666992
	Iteration 16Q: 3 clusters Score -5289657 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -5289959.500000 Penalty: 12439.666992
	Iteration 17Q: 3 clusters Score -5289960 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -5290226.500000 Penalty: 12439.666992
	Iteration 18Q: 3 clusters Score -5290226 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -5290579.500000 Penalty: 12439.666992
	Iteration 19Q: 3 clusters Score -5290580 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -5290963.000000 Penalty: 12439.666992
	Iteration 20F: 3 clusters Score -5290963 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -5291411.500000 Penalty: 12439.666992
	Iteration 21Q: 3 clusters Score -5291412 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -5291857.500000 Penalty: 12439.666992
	Iteration 22Q: 3 clusters Score -5291858 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -5292346.000000 Penalty: 12439.666992
	Iteration 23Q: 3 clusters Score -5292346 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -5292825.000000 Penalty: 12439.666992
	Iteration 24Q: 3 clusters Score -5292825 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5293247.000000 Penalty: 12439.666992
	Iteration 25Q: 3 clusters Score -5293247 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5293664.000000 Penalty: 12439.666992
	Iteration 26Q: 3 clusters Score -5293664 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5293970.500000 Penalty: 12439.666992
	Iteration 27Q: 3 clusters Score -5293970 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5294260.500000 Penalty: 12439.666992
	Iteration 28Q: 3 clusters Score -5294260 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5294480.000000 Penalty: 12439.666992
	Iteration 29Q: 3 clusters Score -5294480 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5294659.000000 Penalty: 12439.666992
	Iteration 30Q: 3 clusters Score -5294659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5294800.500000 Penalty: 12439.666992
	Iteration 31Q: 3 clusters Score -5294800 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5294886.500000 Penalty: 12439.666992
	Iteration 32Q: 3 clusters Score -5294886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5294932.000000 Penalty: 12439.666992
	Iteration 33Q: 3 clusters Score -5294932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5294980.000000 Penalty: 12439.666992
	Iteration 34Q: 3 clusters Score -5294980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5295009.500000 Penalty: 12439.666992
	Iteration 35Q: 3 clusters Score -5295010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5295027.500000 Penalty: 12439.666992
	Iteration 36Q: 3 clusters Score -5295028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5295060.000000 Penalty: 12439.666992
	Iteration 37Q: 3 clusters Score -5295060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5295071.000000 Penalty: 12439.666992
	Iteration 38Q: 3 clusters Score -5295071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5295083.000000 Penalty: 12439.666992
	Iteration 39Q: 3 clusters Score -5295083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5295093.000000 Penalty: 12439.666992
	Iteration 40F: 3 clusters Score -5295093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5295106.500000 Penalty: 12439.666992
	Iteration 41Q: 3 clusters Score -5295106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5295122.500000 Penalty: 12439.666992
	Iteration 42Q: 3 clusters Score -5295122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5295132.500000 Penalty: 12439.666992
	Iteration 43Q: 3 clusters Score -5295132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5295130.500000 Penalty: 12439.666992
	Iteration 44Q: 3 clusters Score -5295130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5295130.500000 Penalty: 12439.666992
	Iteration 45Q: 3 clusters Score -5295130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5295128.500000 Penalty: 12439.666992
	Iteration 46Q: 3 clusters Score -5295128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5295146.000000 Penalty: 12439.666992
	Iteration 47Q: 3 clusters Score -5295146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5295155.500000 Penalty: 12439.666992
	Iteration 48Q: 3 clusters Score -5295156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5295154.000000 Penalty: 12439.666992
	Iteration 49Q: 3 clusters Score -5295154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5295154.500000 Penalty: 12439.666992
	Iteration 50Q: 3 clusters Score -5295154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5295157.500000 Penalty: 12439.666992
	Iteration 51Q: 3 clusters Score -5295158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5295155.500000 Penalty: 12439.666992
	Iteration 52Q: 3 clusters Score -5295156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5295161.000000 Penalty: 12439.666992
	Iteration 53Q: 3 clusters Score -5295161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5295160.000000 Penalty: 12439.666992
	Iteration 54Q: 3 clusters Score -5295160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5295170.000000 Penalty: 12439.666992
	Iteration 55Q: 3 clusters Score -5295170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5295184.000000 Penalty: 12439.666992
	Iteration 56Q: 3 clusters Score -5295184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5295180.500000 Penalty: 12439.666992
	Iteration 57Q: 3 clusters Score -5295180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5295189.000000 Penalty: 12439.666992
	Iteration 58Q: 3 clusters Score -5295189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5295194.000000 Penalty: 12439.666992
	Iteration 59Q: 3 clusters Score -5295194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5295196.500000 Penalty: 12439.666992
	Iteration 60F: 3 clusters Score -5295196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5295194.000000 Penalty: 12439.666992
	Iteration 61Q: 3 clusters Score -5295194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5295196.000000 Penalty: 12439.666992
	Iteration 62Q: 3 clusters Score -5295196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5295197.500000 Penalty: 12439.666992
	Iteration 63Q: 3 clusters Score -5295198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5295190.500000 Penalty: 12439.666992
	Iteration 64Q: 3 clusters Score -5295190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5295208.000000 Penalty: 12439.666992
	Iteration 65Q: 3 clusters Score -5295208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5295216.500000 Penalty: 12439.666992
	Iteration 66Q: 3 clusters Score -5295216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5295225.000000 Penalty: 12439.666992
	Iteration 67Q: 3 clusters Score -5295225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5295213.500000 Penalty: 12439.666992
	Iteration 68Q: 3 clusters Score -5295214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5295223.000000 Penalty: 12439.666992
	Iteration 69Q: 3 clusters Score -5295223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5295220.000000 Penalty: 12439.666992
	Iteration 70Q: 3 clusters Score -5295220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5295218.000000 Penalty: 12439.666992
	Iteration 71Q: 3 clusters Score -5295218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5295218.000000 Penalty: 12439.666992
	Iteration 72F: 3 clusters Score -5295218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Entering Unmasked Estep 
Score: -7847418.000000 Penalty: 6457.278809
	Iteration 0F: 2 clusters Score -7847418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -7819491.000000 Penalty: 12914.557617
	Iteration 0F: 3 clusters Score -7819491 nChanged 16369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -7828271.500000 Penalty: 12914.557617
	Iteration 1F: 3 clusters Score -7828272 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -7829140.000000 Penalty: 12914.557617
	Iteration 2F: 3 clusters Score -7829140 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -7829994.000000 Penalty: 12914.557617
	Iteration 3F: 3 clusters Score -7829994 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -7830785.500000 Penalty: 12914.557617
	Iteration 4Q: 3 clusters Score -7830786 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -7831685.000000 Penalty: 12914.557617
	Iteration 5Q: 3 clusters Score -7831685 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -7832727.500000 Penalty: 12914.557617
	Iteration 6F: 3 clusters Score -7832728 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -7834015.500000 Penalty: 12914.557617
	Iteration 7F: 3 clusters Score -7834016 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -7835429.000000 Penalty: 12914.557617
	Iteration 8F: 3 clusters Score -7835429 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -7836939.000000 Penalty: 12914.557617
	Iteration 9F: 3 clusters Score -7836939 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -7838616.000000 Penalty: 12914.557617
	Iteration 10F: 3 clusters Score -7838616 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -7840196.000000 Penalty: 12914.557617
	Iteration 11Q: 3 clusters Score -7840196 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -7841404.500000 Penalty: 12914.557617
	Iteration 12Q: 3 clusters Score -7841404 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -7842039.500000 Penalty: 12914.557617
	Iteration 13Q: 3 clusters Score -7842040 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -7842445.500000 Penalty: 12914.557617
	Iteration 14Q: 3 clusters Score -7842446 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -7842603.500000 Penalty: 12914.557617
	Iteration 15Q: 3 clusters Score -7842604 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -7842693.500000 Penalty: 12914.557617
	Iteration 16Q: 3 clusters Score -7842694 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -7842729.000000 Penalty: 12914.557617
	Iteration 17Q: 3 clusters Score -7842729 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -7842759.000000 Penalty: 12914.557617
	Iteration 18Q: 3 clusters Score -7842759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -7842806.500000 Penalty: 12914.557617
	Iteration 19Q: 3 clusters Score -7842806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -7842809.000000 Penalty: 12914.557617
	Iteration 20F: 3 clusters Score -7842809 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -7842831.500000 Penalty: 12914.557617
	Iteration 21Q: 3 clusters Score -7842832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -7842838.000000 Penalty: 12914.557617
	Iteration 22Q: 3 clusters Score -7842838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -7842848.000000 Penalty: 12914.557617
	Iteration 23Q: 3 clusters Score -7842848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -7842844.000000 Penalty: 12914.557617
	Iteration 24Q: 3 clusters Score -7842844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -7842858.500000 Penalty: 12914.557617
	Iteration 25Q: 3 clusters Score -7842858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -7842861.500000 Penalty: 12914.557617
	Iteration 26Q: 3 clusters Score -7842862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -7842874.500000 Penalty: 12914.557617
	Iteration 27Q: 3 clusters Score -7842874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -7842867.000000 Penalty: 12914.557617
	Iteration 28Q: 3 clusters Score -7842867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -7842856.500000 Penalty: 12914.557617
	Iteration 29Q: 3 clusters Score -7842856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -7842869.500000 Penalty: 12914.557617
	Iteration 30Q: 3 clusters Score -7842870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -7842870.000000 Penalty: 12914.557617
	Iteration 31Q: 3 clusters Score -7842870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -7842870.500000 Penalty: 12914.557617
	Iteration 32Q: 3 clusters Score -7842870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -7842872.000000 Penalty: 12914.557617
	Iteration 33Q: 3 clusters Score -7842872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -7842879.500000 Penalty: 12914.557617
	Iteration 34Q: 3 clusters Score -7842880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -7842878.000000 Penalty: 12914.557617
	Iteration 35Q: 3 clusters Score -7842878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -7842877.000000 Penalty: 12914.557617
	Iteration 36Q: 3 clusters Score -7842877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -7842872.000000 Penalty: 12914.557617
	Iteration 37Q: 3 clusters Score -7842872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -7842867.500000 Penalty: 12914.557617
	Iteration 38Q: 3 clusters Score -7842868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -7842865.500000 Penalty: 12914.557617
	Iteration 39Q: 3 clusters Score -7842866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -7842869.000000 Penalty: 12914.557617
	Iteration 40F: 3 clusters Score -7842869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -7842866.000000 Penalty: 12914.557617
	Iteration 41Q: 3 clusters Score -7842866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -7842865.000000 Penalty: 12914.557617
	Iteration 42Q: 3 clusters Score -7842865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -7842862.000000 Penalty: 12914.557617
	Iteration 43Q: 3 clusters Score -7842862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -7842877.000000 Penalty: 12914.557617
	Iteration 44Q: 3 clusters Score -7842877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -7842870.000000 Penalty: 12914.557617
	Iteration 45Q: 3 clusters Score -7842870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -7842878.500000 Penalty: 12914.557617
	Iteration 46Q: 3 clusters Score -7842878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7842875.000000 Penalty: 12914.557617
	Iteration 47Q: 3 clusters Score -7842875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -7842884.000000 Penalty: 12914.557617
	Iteration 48Q: 3 clusters Score -7842884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -7842876.500000 Penalty: 12914.557617
	Iteration 49Q: 3 clusters Score -7842876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -7842878.500000 Penalty: 12914.557617
	Iteration 50Q: 3 clusters Score -7842878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -7842870.000000 Penalty: 12914.557617
	Iteration 51Q: 3 clusters Score -7842870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -7842876.000000 Penalty: 12914.557617
	Iteration 52Q: 3 clusters Score -7842876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -7842878.000000 Penalty: 12914.557617
	Iteration 53Q: 3 clusters Score -7842878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -7842883.500000 Penalty: 12914.557617
	Iteration 54Q: 3 clusters Score -7842884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -7842884.000000 Penalty: 12914.557617
	Iteration 55Q: 3 clusters Score -7842884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -7842894.000000 Penalty: 12914.557617
	Iteration 56Q: 3 clusters Score -7842894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -7842889.000000 Penalty: 12914.557617
	Iteration 57Q: 3 clusters Score -7842889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -7842883.000000 Penalty: 12914.557617
	Iteration 58Q: 3 clusters Score -7842883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -7842883.000000 Penalty: 12914.557617
	Iteration 59F: 3 clusters Score -7842883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -268462.312500 Penalty: 4484.228027
	Iteration 0F: 2 clusters Score -268462.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -264078.406250 Penalty: 8968.456055
	Iteration 0F: 3 clusters Score -264078.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -265043.687500 Penalty: 8968.456055
	Iteration 1F: 3 clusters Score -265043.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -266010.093750 Penalty: 8968.456055
	Iteration 2F: 3 clusters Score -266010.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -267446.875000 Penalty: 8968.456055
	Iteration 3F: 3 clusters Score -267446.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -269026.250000 Penalty: 8968.456055
	Iteration 4F: 3 clusters Score -269026.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -270455.312500 Penalty: 8968.456055
	Iteration 5F: 3 clusters Score -270455.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -271563.281250 Penalty: 8968.456055
	Iteration 6Q: 3 clusters Score -271563.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -272183.250000 Penalty: 8968.456055
	Iteration 7Q: 3 clusters Score -272183.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -272322.687500 Penalty: 8968.456055
	Iteration 8Q: 3 clusters Score -272322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -272361.593750 Penalty: 8968.456055
	Iteration 9Q: 3 clusters Score -272361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -272402.156250 Penalty: 8968.456055
	Iteration 10Q: 3 clusters Score -272402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -272414.562500 Penalty: 8968.456055
	Iteration 11Q: 3 clusters Score -272414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -272414.562500 Penalty: 8968.456055
	Iteration 12F: 3 clusters Score -272414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 7 contains 25715 members 
Mstep: Class 8 contains 37892 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18382 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 85670 members 
Mstep: Class 21 contains 28486 members 
Mstep: Class 23 contains 104252 members 
Entering Unmasked Estep 
Score: -89382880.000000 Penalty: 151276.859375
Splitting cluster 10 changes total score from -89375392.000000 to -89382880.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (7665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Entering Unmasked Estep 
Score: -1534974.875000 Penalty: 5478.457031
	Iteration 0F: 2 clusters Score -1534975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1526197.500000 Penalty: 10956.914062
	Iteration 0F: 3 clusters Score -1526198 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1527850.750000 Penalty: 10956.914062
	Iteration 1F: 3 clusters Score -1527851 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1528226.625000 Penalty: 10956.914062
	Iteration 2F: 3 clusters Score -1528227 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1528443.125000 Penalty: 10956.914062
	Iteration 3Q: 3 clusters Score -1528443 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1528596.250000 Penalty: 10956.914062
	Iteration 4Q: 3 clusters Score -1528596 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1528702.125000 Penalty: 10956.914062
	Iteration 5Q: 3 clusters Score -1528702 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1528800.500000 Penalty: 10956.914062
	Iteration 6Q: 3 clusters Score -1528800 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1528881.375000 Penalty: 10956.914062
	Iteration 7Q: 3 clusters Score -1528881 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1528948.250000 Penalty: 10956.914062
	Iteration 8Q: 3 clusters Score -1528948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1529011.375000 Penalty: 10956.914062
	Iteration 9Q: 3 clusters Score -1529011 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1529072.000000 Penalty: 10956.914062
	Iteration 10Q: 3 clusters Score -1529072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1529128.000000 Penalty: 10956.914062
	Iteration 11Q: 3 clusters Score -1529128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1529177.625000 Penalty: 10956.914062
	Iteration 12Q: 3 clusters Score -1529178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1529215.625000 Penalty: 10956.914062
	Iteration 13Q: 3 clusters Score -1529216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1529248.875000 Penalty: 10956.914062
	Iteration 14Q: 3 clusters Score -1529249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1529284.000000 Penalty: 10956.914062
	Iteration 15Q: 3 clusters Score -1529284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1529325.125000 Penalty: 10956.914062
	Iteration 16Q: 3 clusters Score -1529325 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1529370.250000 Penalty: 10956.914062
	Iteration 17Q: 3 clusters Score -1529370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1529418.000000 Penalty: 10956.914062
	Iteration 18Q: 3 clusters Score -1529418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1529457.000000 Penalty: 10956.914062
	Iteration 19Q: 3 clusters Score -1529457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1529498.500000 Penalty: 10956.914062
	Iteration 20F: 3 clusters Score -1529498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1529527.250000 Penalty: 10956.914062
	Iteration 21Q: 3 clusters Score -1529527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1529564.375000 Penalty: 10956.914062
	Iteration 22Q: 3 clusters Score -1529564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1529591.500000 Penalty: 10956.914062
	Iteration 23Q: 3 clusters Score -1529592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1529617.500000 Penalty: 10956.914062
	Iteration 24Q: 3 clusters Score -1529618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1529632.625000 Penalty: 10956.914062
	Iteration 25Q: 3 clusters Score -1529633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1529666.000000 Penalty: 10956.914062
	Iteration 26Q: 3 clusters Score -1529666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1529683.000000 Penalty: 10956.914062
	Iteration 27Q: 3 clusters Score -1529683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1529704.125000 Penalty: 10956.914062
	Iteration 28Q: 3 clusters Score -1529704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1529727.000000 Penalty: 10956.914062
	Iteration 29Q: 3 clusters Score -1529727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1529750.500000 Penalty: 10956.914062
	Iteration 30Q: 3 clusters Score -1529750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1529782.375000 Penalty: 10956.914062
	Iteration 31Q: 3 clusters Score -1529782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1529806.875000 Penalty: 10956.914062
	Iteration 32Q: 3 clusters Score -1529807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1529840.000000 Penalty: 10956.914062
	Iteration 33Q: 3 clusters Score -1529840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1529877.625000 Penalty: 10956.914062
	Iteration 34Q: 3 clusters Score -1529878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1529905.750000 Penalty: 10956.914062
	Iteration 35Q: 3 clusters Score -1529906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1529934.375000 Penalty: 10956.914062
	Iteration 36Q: 3 clusters Score -1529934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1529960.250000 Penalty: 10956.914062
	Iteration 37Q: 3 clusters Score -1529960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1529973.500000 Penalty: 10956.914062
	Iteration 38Q: 3 clusters Score -1529974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1529998.500000 Penalty: 10956.914062
	Iteration 39Q: 3 clusters Score -1529998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1530017.625000 Penalty: 10956.914062
	Iteration 40F: 3 clusters Score -1530018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1530026.125000 Penalty: 10956.914062
	Iteration 41Q: 3 clusters Score -1530026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1530031.875000 Penalty: 10956.914062
	Iteration 42Q: 3 clusters Score -1530032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1530042.000000 Penalty: 10956.914062
	Iteration 43Q: 3 clusters Score -1530042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1530047.000000 Penalty: 10956.914062
	Iteration 44Q: 3 clusters Score -1530047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1530051.625000 Penalty: 10956.914062
	Iteration 45Q: 3 clusters Score -1530052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1530060.125000 Penalty: 10956.914062
	Iteration 46Q: 3 clusters Score -1530060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1530062.250000 Penalty: 10956.914062
	Iteration 47Q: 3 clusters Score -1530062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1530076.125000 Penalty: 10956.914062
	Iteration 48Q: 3 clusters Score -1530076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1530077.125000 Penalty: 10956.914062
	Iteration 49Q: 3 clusters Score -1530077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1530080.500000 Penalty: 10956.914062
	Iteration 50Q: 3 clusters Score -1530080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1530075.750000 Penalty: 10956.914062
	Iteration 51Q: 3 clusters Score -1530076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1530079.375000 Penalty: 10956.914062
	Iteration 52Q: 3 clusters Score -1530079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1530080.125000 Penalty: 10956.914062
	Iteration 53Q: 3 clusters Score -1530080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1530081.000000 Penalty: 10956.914062
	Iteration 54Q: 3 clusters Score -1530081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1530084.000000 Penalty: 10956.914062
	Iteration 55Q: 3 clusters Score -1530084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1530087.125000 Penalty: 10956.914062
	Iteration 56Q: 3 clusters Score -1530087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1530090.375000 Penalty: 10956.914062
	Iteration 57Q: 3 clusters Score -1530090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1530093.875000 Penalty: 10956.914062
	Iteration 58Q: 3 clusters Score -1530094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1530094.250000 Penalty: 10956.914062
	Iteration 59Q: 3 clusters Score -1530094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1530096.375000 Penalty: 10956.914062
	Iteration 60F: 3 clusters Score -1530096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1530095.625000 Penalty: 10956.914062
	Iteration 61Q: 3 clusters Score -1530096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1530098.375000 Penalty: 10956.914062
	Iteration 62Q: 3 clusters Score -1530098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1530098.625000 Penalty: 10956.914062
	Iteration 63Q: 3 clusters Score -1530099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1530105.500000 Penalty: 10956.914062
	Iteration 64Q: 3 clusters Score -1530106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1530108.375000 Penalty: 10956.914062
	Iteration 65Q: 3 clusters Score -1530108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1530110.125000 Penalty: 10956.914062
	Iteration 66Q: 3 clusters Score -1530110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1530113.750000 Penalty: 10956.914062
	Iteration 67Q: 3 clusters Score -1530114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1530114.375000 Penalty: 10956.914062
	Iteration 68Q: 3 clusters Score -1530114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1530114.750000 Penalty: 10956.914062
	Iteration 69Q: 3 clusters Score -1530115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1530114.750000 Penalty: 10956.914062
	Iteration 70F: 3 clusters Score -1530115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -166968.687500 Penalty: 4196.350586
	Iteration 0F: 2 clusters Score -166968.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -162979.984375 Penalty: 8392.701172
	Iteration 0F: 3 clusters Score -162980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -163513.250000 Penalty: 8392.701172
	Iteration 1F: 3 clusters Score -163513.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -163929.781250 Penalty: 8392.701172
	Iteration 2F: 3 clusters Score -163929.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -164135.656250 Penalty: 8392.701172
	Iteration 3Q: 3 clusters Score -164135.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164269.625000 Penalty: 8392.701172
	Iteration 4Q: 3 clusters Score -164269.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -164345.828125 Penalty: 8392.701172
	Iteration 5Q: 3 clusters Score -164345.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -164436.515625 Penalty: 8392.701172
	Iteration 6Q: 3 clusters Score -164436.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -164518.687500 Penalty: 8392.701172
	Iteration 7Q: 3 clusters Score -164518.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -164574.593750 Penalty: 8392.701172
	Iteration 8Q: 3 clusters Score -164574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -164605.093750 Penalty: 8392.701172
	Iteration 9Q: 3 clusters Score -164605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -164646.171875 Penalty: 8392.701172
	Iteration 10Q: 3 clusters Score -164646.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164700.000000 Penalty: 8392.701172
	Iteration 11Q: 3 clusters Score -164700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -164783.062500 Penalty: 8392.701172
	Iteration 12Q: 3 clusters Score -164783.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -164847.640625 Penalty: 8392.701172
	Iteration 13Q: 3 clusters Score -164847.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -164962.406250 Penalty: 8392.701172
	Iteration 14Q: 3 clusters Score -164962.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -165170.953125 Penalty: 8392.701172
	Iteration 15Q: 3 clusters Score -165171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -165208.250000 Penalty: 8392.701172
	Iteration 16Q: 3 clusters Score -165208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -165210.968750 Penalty: 8392.701172
	Iteration 17Q: 3 clusters Score -165211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -165216.781250 Penalty: 8392.701172
	Iteration 18Q: 3 clusters Score -165216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -165216.781250 Penalty: 8392.701172
	Iteration 19F: 3 clusters Score -165216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Entering Unmasked Estep 
Score: -3730874.250000 Penalty: 6014.215332
	Iteration 0F: 2 clusters Score -3730874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3715396.000000 Penalty: 12028.430664
	Iteration 0F: 3 clusters Score -3715396 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3719526.750000 Penalty: 12028.430664
	Iteration 1F: 3 clusters Score -3719527 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3720502.750000 Penalty: 12028.430664
	Iteration 2F: 3 clusters Score -3720503 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3721361.250000 Penalty: 12028.430664
	Iteration 3F: 3 clusters Score -3721361 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3722000.000000 Penalty: 12028.430664
	Iteration 4F: 3 clusters Score -3722000 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3722503.750000 Penalty: 12028.430664
	Iteration 5Q: 3 clusters Score -3722504 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3723017.250000 Penalty: 12028.430664
	Iteration 6Q: 3 clusters Score -3723017 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3723429.250000 Penalty: 12028.430664
	Iteration 7Q: 3 clusters Score -3723429 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3723847.750000 Penalty: 12028.430664
	Iteration 8Q: 3 clusters Score -3723848 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3724233.500000 Penalty: 12028.430664
	Iteration 9Q: 3 clusters Score -3724234 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3724593.750000 Penalty: 12028.430664
	Iteration 10Q: 3 clusters Score -3724594 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3724957.250000 Penalty: 12028.430664
	Iteration 11Q: 3 clusters Score -3724957 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3725291.000000 Penalty: 12028.430664
	Iteration 12Q: 3 clusters Score -3725291 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3725624.000000 Penalty: 12028.430664
	Iteration 13Q: 3 clusters Score -3725624 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3726016.250000 Penalty: 12028.430664
	Iteration 14Q: 3 clusters Score -3726016 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3726352.750000 Penalty: 12028.430664
	Iteration 15Q: 3 clusters Score -3726353 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3726677.750000 Penalty: 12028.430664
	Iteration 16Q: 3 clusters Score -3726678 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3726977.250000 Penalty: 12028.430664
	Iteration 17Q: 3 clusters Score -3726977 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3727214.500000 Penalty: 12028.430664
	Iteration 18Q: 3 clusters Score -3727214 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3727393.750000 Penalty: 12028.430664
	Iteration 19Q: 3 clusters Score -3727394 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3727542.250000 Penalty: 12028.430664
	Iteration 20F: 3 clusters Score -3727542 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3727667.500000 Penalty: 12028.430664
	Iteration 21Q: 3 clusters Score -3727668 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3727755.250000 Penalty: 12028.430664
	Iteration 22Q: 3 clusters Score -3727755 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3727824.750000 Penalty: 12028.430664
	Iteration 23Q: 3 clusters Score -3727825 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3727861.500000 Penalty: 12028.430664
	Iteration 24Q: 3 clusters Score -3727862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3727895.500000 Penalty: 12028.430664
	Iteration 25Q: 3 clusters Score -3727896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3727910.250000 Penalty: 12028.430664
	Iteration 26Q: 3 clusters Score -3727910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3727919.500000 Penalty: 12028.430664
	Iteration 27Q: 3 clusters Score -3727920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3727928.500000 Penalty: 12028.430664
	Iteration 28Q: 3 clusters Score -3727928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3727936.000000 Penalty: 12028.430664
	Iteration 29Q: 3 clusters Score -3727936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3727942.250000 Penalty: 12028.430664
	Iteration 30Q: 3 clusters Score -3727942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3727949.250000 Penalty: 12028.430664
	Iteration 31Q: 3 clusters Score -3727949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3727954.500000 Penalty: 12028.430664
	Iteration 32Q: 3 clusters Score -3727954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3727964.500000 Penalty: 12028.430664
	Iteration 33Q: 3 clusters Score -3727964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3727966.000000 Penalty: 12028.430664
	Iteration 34Q: 3 clusters Score -3727966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3727972.750000 Penalty: 12028.430664
	Iteration 35Q: 3 clusters Score -3727973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3727972.000000 Penalty: 12028.430664
	Iteration 36Q: 3 clusters Score -3727972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3727977.500000 Penalty: 12028.430664
	Iteration 37Q: 3 clusters Score -3727978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3727981.750000 Penalty: 12028.430664
	Iteration 38Q: 3 clusters Score -3727982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3727993.750000 Penalty: 12028.430664
	Iteration 39Q: 3 clusters Score -3727994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3727997.250000 Penalty: 12028.430664
	Iteration 40F: 3 clusters Score -3727997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3727997.000000 Penalty: 12028.430664
	Iteration 41Q: 3 clusters Score -3727997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3727995.750000 Penalty: 12028.430664
	Iteration 42Q: 3 clusters Score -3727996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3727997.750000 Penalty: 12028.430664
	Iteration 43Q: 3 clusters Score -3727998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3728002.750000 Penalty: 12028.430664
	Iteration 44Q: 3 clusters Score -3728003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3728007.000000 Penalty: 12028.430664
	Iteration 45Q: 3 clusters Score -3728007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3728007.750000 Penalty: 12028.430664
	Iteration 46Q: 3 clusters Score -3728008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3728009.000000 Penalty: 12028.430664
	Iteration 47Q: 3 clusters Score -3728009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3728009.000000 Penalty: 12028.430664
	Iteration 48F: 3 clusters Score -3728009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -166758.312500 Penalty: 4200.227051
	Iteration 0F: 2 clusters Score -166758.3 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 478 members 
Entering Unmasked Estep 
Score: -162832.296875 Penalty: 8400.454102
	Iteration 0F: 3 clusters Score -162832.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -163357.703125 Penalty: 8400.454102
	Iteration 1F: 3 clusters Score -163357.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -163535.062500 Penalty: 8400.454102
	Iteration 2F: 3 clusters Score -163535.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -163665.906250 Penalty: 8400.454102
	Iteration 3Q: 3 clusters Score -163665.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -163798.750000 Penalty: 8400.454102
	Iteration 4Q: 3 clusters Score -163798.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -163961.750000 Penalty: 8400.454102
	Iteration 5Q: 3 clusters Score -163961.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -164174.562500 Penalty: 8400.454102
	Iteration 6Q: 3 clusters Score -164174.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164278.500000 Penalty: 8400.454102
	Iteration 7Q: 3 clusters Score -164278.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164354.843750 Penalty: 8400.454102
	Iteration 8Q: 3 clusters Score -164354.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -164512.265625 Penalty: 8400.454102
	Iteration 9Q: 3 clusters Score -164512.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -164938.031250 Penalty: 8400.454102
	Iteration 10Q: 3 clusters Score -164938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -165062.531250 Penalty: 8400.454102
	Iteration 11Q: 3 clusters Score -165062.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -165097.734375 Penalty: 8400.454102
	Iteration 12Q: 3 clusters Score -165097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -165113.140625 Penalty: 8400.454102
	Iteration 13Q: 3 clusters Score -165113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -165125.359375 Penalty: 8400.454102
	Iteration 14Q: 3 clusters Score -165125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -165131.875000 Penalty: 8400.454102
	Iteration 15Q: 3 clusters Score -165131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -165134.093750 Penalty: 8400.454102
	Iteration 16Q: 3 clusters Score -165134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -165137.187500 Penalty: 8400.454102
	Iteration 17Q: 3 clusters Score -165137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -165137.187500 Penalty: 8400.454102
	Iteration 18F: 3 clusters Score -165137.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Entering Unmasked Estep 
Score: -3032092.750000 Penalty: 5895.452148
	Iteration 0F: 2 clusters Score -3032093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3018666.750000 Penalty: 11790.904297
	Iteration 0F: 3 clusters Score -3018667 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3021999.000000 Penalty: 11790.904297
	Iteration 1F: 3 clusters Score -3021999 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3022667.500000 Penalty: 11790.904297
	Iteration 2F: 3 clusters Score -3022668 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -3023187 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3023593 nChanged 622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -3024832 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3025253.250000 Penalty: 11790.904297
	Iteration 8Q: 3 clusters Score -3025253 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3025675 nChanged 576
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3026068 nChanged 502
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3026388 nChanged 417
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3026659 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3026876 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3027044.500000 Penalty: 11790.904297
	Iteration 14Q: 3 clusters Score -3027044 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3027177.250000 Penalty: 11790.904297
	Iteration 15Q: 3 clusters Score -3027177 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3027255.250000 Penalty: 11790.904297
	Iteration 16Q: 3 clusters Score -3027255 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3027349.250000 Penalty: 11790.904297
	Iteration 17Q: 3 clusters Score -3027349 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3027408.250000 Penalty: 11790.904297
	Iteration 18Q: 3 clusters Score -3027408 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -3027467.500000 Penalty: 11790.904297
	Iteration 19Q: 3 clusters Score -3027468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3027499.500000 Penalty: 11790.904297
	Iteration 20F: 3 clusters Score -3027500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3027522.250000 Penalty: 11790.904297
	Iteration 21Q: 3 clusters Score -3027522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3027536.500000 Penalty: 11790.904297
	Iteration 22Q: 3 clusters Score -3027536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3027547.750000 Penalty: 11790.904297
	Iteration 23Q: 3 clusters Score -3027548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3027574.000000 Penalty: 11790.904297
	Iteration 24Q: 3 clusters Score -3027574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3027583.250000 Penalty: 11790.904297
	Iteration 25Q: 3 clusters Score -3027583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3027595.750000 Penalty: 11790.904297
	Iteration 26Q: 3 clusters Score -3027596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3027611.500000 Penalty: 11790.904297
	Iteration 27Q: 3 clusters Score -3027612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3027604.000000 Penalty: 11790.904297
	Iteration 28Q: 3 clusters Score -3027604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3027623.250000 Penalty: 11790.904297
	Iteration 29Q: 3 clusters Score -3027623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3027624.750000 Penalty: 11790.904297
	Iteration 30Q: 3 clusters Score -3027625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3027640.000000 Penalty: 11790.904297
	Iteration 31Q: 3 clusters Score -3027640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3027646.000000 Penalty: 11790.904297
	Iteration 32Q: 3 clusters Score -3027646 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3027655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3027663.750000 Penalty: 11790.904297
	Iteration 34Q: 3 clusters Score -3027664 nChanged 28
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Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3027661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3027673.000000 Penalty: 11790.904297
	Iteration 36Q: 3 clusters Score -3027673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3027676.250000 Penalty: 11790.904297
	Iteration 37Q: 3 clusters Score -3027676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3027688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3027678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3027697.000000 Penalty: 11790.904297
	Iteration 40F: 3 clusters Score -3027697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3027695.750000 Penalty: 11790.904297
	Iteration 41Q: 3 clusters Score -3027696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3027700.500000 Penalty: 11790.904297
	Iteration 42Q: 3 clusters Score -3027700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3027700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3027703.500000 Penalty: 11790.904297
	Iteration 44Q: 3 clusters Score -3027704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3027712.000000 Penalty: 11790.904297
	Iteration 45Q: 3 clusters Score -3027712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3027726.250000 Penalty: 11790.904297
	Iteration 46Q: 3 clusters Score -3027726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3027736.500000 Penalty: 11790.904297
	Iteration 47Q: 3 clusters Score -3027736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3027739.250000 Penalty: 11790.904297
	Iteration 48Q: 3 clusters Score -3027739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3027743.000000 Penalty: 11790.904297
	Iteration 49Q: 3 clusters Score -3027743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
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Entering Unmasked Estep 
Score: -3027754.500000 Penalty: 11790.904297
	Iteration 50Q: 3 clusters Score -3027754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3027754.000000 Penalty: 11790.904297
	Iteration 51Q: 3 clusters Score -3027754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3027772.000000 Penalty: 11790.904297
	Iteration 52Q: 3 clusters Score -3027772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3027780.000000 Penalty: 11790.904297
	Iteration 53Q: 3 clusters Score -3027780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3027791.000000 Penalty: 11790.904297
	Iteration 54Q: 3 clusters Score -3027791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3027788.750000 Penalty: 11790.904297
	Iteration 55Q: 3 clusters Score -3027789 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -3027791.250000 Penalty: 11790.904297
	Iteration 56Q: 3 clusters Score -3027791 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3027796.500000 Penalty: 11790.904297
	Iteration 57Q: 3 clusters Score -3027796 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3027799.750000 Penalty: 11790.904297
	Iteration 58Q: 3 clusters Score -3027800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3027801.250000 Penalty: 11790.904297
	Iteration 59Q: 3 clusters Score -3027801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3027811.750000 Penalty: 11790.904297
	Iteration 60F: 3 clusters Score -3027812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3027832.500000 Penalty: 11790.904297
	Iteration 61Q: 3 clusters Score -3027832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3027836.750000 Penalty: 11790.904297
	Iteration 62Q: 3 clusters Score -3027837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3027836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3027841.750000 Penalty: 11790.904297
	Iteration 64Q: 3 clusters Score -3027842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3027857.250000 Penalty: 11790.904297
	Iteration 65Q: 3 clusters Score -3027857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3027873.000000 Penalty: 11790.904297
	Iteration 66Q: 3 clusters Score -3027873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3027870.750000 Penalty: 11790.904297
	Iteration 67Q: 3 clusters Score -3027871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3027875.250000 Penalty: 11790.904297
	Iteration 68Q: 3 clusters Score -3027875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3027883.750000 Penalty: 11790.904297
	Iteration 69Q: 3 clusters Score -3027884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3027886.000000 Penalty: 11790.904297
	Iteration 70Q: 3 clusters Score -3027886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3027895.000000 Penalty: 11790.904297
	Iteration 71Q: 3 clusters Score -3027895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3027904.250000 Penalty: 11790.904297
	Iteration 72Q: 3 clusters Score -3027904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3027912.500000 Penalty: 11790.904297
	Iteration 73Q: 3 clusters Score -3027912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3027922.000000 Penalty: 11790.904297
	Iteration 74Q: 3 clusters Score -3027922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3027932.750000 Penalty: 11790.904297
	Iteration 75Q: 3 clusters Score -3027933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3027932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3027938.500000 Penalty: 11790.904297
	Iteration 77Q: 3 clusters Score -3027938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3027950.250000 Penalty: 11790.904297
	Iteration 78Q: 3 clusters Score -3027950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3027958.750000 Penalty: 11790.904297
	Iteration 79Q: 3 clusters Score -3027959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3027954.250000 Penalty: 11790.904297
	Iteration 80F: 3 clusters Score -3027954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3027953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3027966.500000 Penalty: 11790.904297
	Iteration 82Q: 3 clusters Score -3027966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3027971.500000 Penalty: 11790.904297
	Iteration 83Q: 3 clusters Score -3027972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3027980.250000 Penalty: 11790.904297
	Iteration 84Q: 3 clusters Score -3027980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3027991.500000 Penalty: 11790.904297
	Iteration 85Q: 3 clusters Score -3027992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3027994 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3028001.750000 Penalty: 11790.904297
	Iteration 87Q: 3 clusters Score -3028002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3028008.250000 Penalty: 11790.904297
	Iteration 88Q: 3 clusters Score -3028008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3028017.250000 Penalty: 11790.904297
	Iteration 89Q: 3 clusters Score -3028017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3028026.500000 Penalty: 11790.904297
	Iteration 90Q: 3 clusters Score -3028026 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3028048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3028057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3028072 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3028083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3028094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3028109.250000 Penalty: 11790.904297
	Iteration 96Q: 3 clusters Score -3028109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3028110.250000 Penalty: 11790.904297
	Iteration 97Q: 3 clusters Score -3028110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3028123.750000 Penalty: 11790.904297
	Iteration 98Q: 3 clusters Score -3028124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3028135.250000 Penalty: 11790.904297
	Iteration 99Q: 3 clusters Score -3028135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3028134.250000 Penalty: 11790.904297
	Iteration 100F: 3 clusters Score -3028134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3028141.250000 Penalty: 11790.904297
	Iteration 101Q: 3 clusters Score -3028141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3028144.500000 Penalty: 11790.904297
	Iteration 102Q: 3 clusters Score -3028144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3028147.000000 Penalty: 11790.904297
	Iteration 103Q: 3 clusters Score -3028147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3028150.750000 Penalty: 11790.904297
	Iteration 104Q: 3 clusters Score -3028151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3028148.750000 Penalty: 11790.904297
	Iteration 105Q: 3 clusters Score -3028149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3028158.750000 Penalty: 11790.904297
	Iteration 106Q: 3 clusters Score -3028159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3028162.250000 Penalty: 11790.904297
	Iteration 107Q: 3 clusters Score -3028162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3028171.750000 Penalty: 11790.904297
	Iteration 108Q: 3 clusters Score -3028172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3028175.000000 Penalty: 11790.904297
	Iteration 109Q: 3 clusters Score -3028175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3028179.750000 Penalty: 11790.904297
	Iteration 110Q: 3 clusters Score -3028180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3028191.250000 Penalty: 11790.904297
	Iteration 111Q: 3 clusters Score -3028191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3028198.750000 Penalty: 11790.904297
	Iteration 112Q: 3 clusters Score -3028199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3028209.750000 Penalty: 11790.904297
	Iteration 113Q: 3 clusters Score -3028210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3028222.000000 Penalty: 11790.904297
	Iteration 114Q: 3 clusters Score -3028222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3028228.750000 Penalty: 11790.904297
	Iteration 115Q: 3 clusters Score -3028229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3028242.500000 Penalty: 11790.904297
	Iteration 116Q: 3 clusters Score -3028242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3028245.250000 Penalty: 11790.904297
	Iteration 117Q: 3 clusters Score -3028245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3028264.750000 Penalty: 11790.904297
	Iteration 118Q: 3 clusters Score -3028265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3028274.000000 Penalty: 11790.904297
	Iteration 119Q: 3 clusters Score -3028274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3028297.750000 Penalty: 11790.904297
	Iteration 120F: 3 clusters Score -3028298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3028327.250000 Penalty: 11790.904297
	Iteration 121Q: 3 clusters Score -3028327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3028362.000000 Penalty: 11790.904297
	Iteration 122Q: 3 clusters Score -3028362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3028380.000000 Penalty: 11790.904297
	Iteration 123Q: 3 clusters Score -3028380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3028405.750000 Penalty: 11790.904297
	Iteration 124Q: 3 clusters Score -3028406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3028442.250000 Penalty: 11790.904297
	Iteration 125Q: 3 clusters Score -3028442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3028461.500000 Penalty: 11790.904297
	Iteration 126Q: 3 clusters Score -3028462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3028490.250000 Penalty: 11790.904297
	Iteration 127Q: 3 clusters Score -3028490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3028526.500000 Penalty: 11790.904297
	Iteration 128Q: 3 clusters Score -3028526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3028545.500000 Penalty: 11790.904297
	Iteration 129Q: 3 clusters Score -3028546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3028573.500000 Penalty: 11790.904297
	Iteration 130Q: 3 clusters Score -3028574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3028591.500000 Penalty: 11790.904297
	Iteration 131Q: 3 clusters Score -3028592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3028622.250000 Penalty: 11790.904297
	Iteration 132Q: 3 clusters Score -3028622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3028649.750000 Penalty: 11790.904297
	Iteration 133Q: 3 clusters Score -3028650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3028660.500000 Penalty: 11790.904297
	Iteration 134Q: 3 clusters Score -3028660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3028684.500000 Penalty: 11790.904297
	Iteration 135Q: 3 clusters Score -3028684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3028703.500000 Penalty: 11790.904297
	Iteration 136Q: 3 clusters Score -3028704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3028709.250000 Penalty: 11790.904297
	Iteration 137Q: 3 clusters Score -3028709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3028712.250000 Penalty: 11790.904297
	Iteration 138Q: 3 clusters Score -3028712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3028719.250000 Penalty: 11790.904297
	Iteration 139Q: 3 clusters Score -3028719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3028744.750000 Penalty: 11790.904297
	Iteration 140F: 3 clusters Score -3028745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3028749.750000 Penalty: 11790.904297
	Iteration 141Q: 3 clusters Score -3028750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3028755.500000 Penalty: 11790.904297
	Iteration 142Q: 3 clusters Score -3028756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3028768.500000 Penalty: 11790.904297
	Iteration 143Q: 3 clusters Score -3028768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3028780.250000 Penalty: 11790.904297
	Iteration 144Q: 3 clusters Score -3028780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3028792.000000 Penalty: 11790.904297
	Iteration 145Q: 3 clusters Score -3028792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3028792.750000 Penalty: 11790.904297
	Iteration 146Q: 3 clusters Score -3028793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3028794.500000 Penalty: 11790.904297
	Iteration 147Q: 3 clusters Score -3028794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3028798.500000 Penalty: 11790.904297
	Iteration 148Q: 3 clusters Score -3028798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3028806.000000 Penalty: 11790.904297
	Iteration 149Q: 3 clusters Score -3028806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3028804.250000 Penalty: 11790.904297
	Iteration 150Q: 3 clusters Score -3028804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3028804.500000 Penalty: 11790.904297
	Iteration 151Q: 3 clusters Score -3028804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3028803.000000 Penalty: 11790.904297
	Iteration 152Q: 3 clusters Score -3028803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3028804.500000 Penalty: 11790.904297
	Iteration 153Q: 3 clusters Score -3028804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3028804.500000 Penalty: 11790.904297
	Iteration 154Q: 3 clusters Score -3028804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3028807.000000 Penalty: 11790.904297
	Iteration 155Q: 3 clusters Score -3028807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3028803.250000 Penalty: 11790.904297
	Iteration 156Q: 3 clusters Score -3028803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3028806.000000 Penalty: 11790.904297
	Iteration 157Q: 3 clusters Score -3028806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3028810.250000 Penalty: 11790.904297
	Iteration 158Q: 3 clusters Score -3028810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3028808.500000 Penalty: 11790.904297
	Iteration 159Q: 3 clusters Score -3028808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3028810.750000 Penalty: 11790.904297
	Iteration 160F: 3 clusters Score -3028811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3028811.750000 Penalty: 11790.904297
	Iteration 161Q: 3 clusters Score -3028812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3028811.750000 Penalty: 11790.904297
	Iteration 162F: 3 clusters Score -3028812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -384914.968750 Penalty: 4631.505371
	Iteration 0F: 2 clusters Score -384915 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 978 members 
Entering Unmasked Estep 
Score: -380068.031250 Penalty: 9263.010742
	Iteration 0F: 3 clusters Score -380068 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -380890.593750 Penalty: 9263.010742
	Iteration 1F: 3 clusters Score -380890.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -381557.937500 Penalty: 9263.010742
	Iteration 2F: 3 clusters Score -381557.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -382410.593750 Penalty: 9263.010742
	Iteration 3F: 3 clusters Score -382410.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -383333.906250 Penalty: 9263.010742
	Iteration 4F: 3 clusters Score -383333.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -384281.968750 Penalty: 9263.010742
	Iteration 5F: 3 clusters Score -384282 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -384682.000000 Penalty: 9263.010742
	Iteration 6Q: 3 clusters Score -384682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -384972.656250 Penalty: 9263.010742
	Iteration 7Q: 3 clusters Score -384972.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -385240.031250 Penalty: 9263.010742
	Iteration 8Q: 3 clusters Score -385240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -385356.562500 Penalty: 9263.010742
	Iteration 9Q: 3 clusters Score -385356.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -385393.062500 Penalty: 9263.010742
	Iteration 10Q: 3 clusters Score -385393.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -385410.062500 Penalty: 9263.010742
	Iteration 11Q: 3 clusters Score -385410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -385424.062500 Penalty: 9263.010742
	Iteration 12Q: 3 clusters Score -385424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -385426.343750 Penalty: 9263.010742
	Iteration 13Q: 3 clusters Score -385426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -385432.343750 Penalty: 9263.010742
	Iteration 14Q: 3 clusters Score -385432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -385433.750000 Penalty: 9263.010742
	Iteration 15Q: 3 clusters Score -385433.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -385433.750000 Penalty: 9263.010742
	Iteration 16F: 3 clusters Score -385433.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 7 contains 25715 members 
Mstep: Class 8 contains 37892 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18382 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 85670 members 
Mstep: Class 21 contains 28486 members 
Mstep: Class 23 contains 104252 members 
Entering Unmasked Estep 
Score: -89379824.000000 Penalty: 159238.796875
Splitting cluster 17 changes total score from -89375392.000000 to -89379824.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 19 (6514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Entering Unmasked Estep 
Score: -1284776.625000 Penalty: 5378.796387
	Iteration 0F: 2 clusters Score -1284777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1276714.625000 Penalty: 10757.592773
	Iteration 0F: 3 clusters Score -1276715 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1278155.500000 Penalty: 10757.592773
	Iteration 1F: 3 clusters Score -1278156 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1278525.625000 Penalty: 10757.592773
	Iteration 2F: 3 clusters Score -1278526 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1278731.875000 Penalty: 10757.592773
	Iteration 3Q: 3 clusters Score -1278732 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1278858.875000 Penalty: 10757.592773
	Iteration 4Q: 3 clusters Score -1278859 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1278954.750000 Penalty: 10757.592773
	Iteration 5Q: 3 clusters Score -1278955 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1279026.750000 Penalty: 10757.592773
	Iteration 6Q: 3 clusters Score -1279027 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1279090.125000 Penalty: 10757.592773
	Iteration 7Q: 3 clusters Score -1279090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1279148.875000 Penalty: 10757.592773
	Iteration 8Q: 3 clusters Score -1279149 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1279196.500000 Penalty: 10757.592773
	Iteration 9Q: 3 clusters Score -1279196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1279231.625000 Penalty: 10757.592773
	Iteration 10Q: 3 clusters Score -1279232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1279259.375000 Penalty: 10757.592773
	Iteration 11Q: 3 clusters Score -1279259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1279281.750000 Penalty: 10757.592773
	Iteration 12Q: 3 clusters Score -1279282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1279310.875000 Penalty: 10757.592773
	Iteration 13Q: 3 clusters Score -1279311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1279335.000000 Penalty: 10757.592773
	Iteration 14Q: 3 clusters Score -1279335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1279346.750000 Penalty: 10757.592773
	Iteration 15Q: 3 clusters Score -1279347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1279367.250000 Penalty: 10757.592773
	Iteration 16Q: 3 clusters Score -1279367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1279386.625000 Penalty: 10757.592773
	Iteration 17Q: 3 clusters Score -1279387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1279400.500000 Penalty: 10757.592773
	Iteration 18Q: 3 clusters Score -1279400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1279414.250000 Penalty: 10757.592773
	Iteration 19Q: 3 clusters Score -1279414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1279425.875000 Penalty: 10757.592773
	Iteration 20F: 3 clusters Score -1279426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1279434.875000 Penalty: 10757.592773
	Iteration 21Q: 3 clusters Score -1279435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1279438.875000 Penalty: 10757.592773
	Iteration 22Q: 3 clusters Score -1279439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1279447.625000 Penalty: 10757.592773
	Iteration 23Q: 3 clusters Score -1279448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1279452.500000 Penalty: 10757.592773
	Iteration 24Q: 3 clusters Score -1279452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1279459.000000 Penalty: 10757.592773
	Iteration 25Q: 3 clusters Score -1279459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1279464.000000 Penalty: 10757.592773
	Iteration 26Q: 3 clusters Score -1279464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1279469.500000 Penalty: 10757.592773
	Iteration 27Q: 3 clusters Score -1279470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1279476.625000 Penalty: 10757.592773
	Iteration 28Q: 3 clusters Score -1279477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1279481.250000 Penalty: 10757.592773
	Iteration 29Q: 3 clusters Score -1279481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1279491.375000 Penalty: 10757.592773
	Iteration 30Q: 3 clusters Score -1279491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1279496.875000 Penalty: 10757.592773
	Iteration 31Q: 3 clusters Score -1279497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1279499.875000 Penalty: 10757.592773
	Iteration 32Q: 3 clusters Score -1279500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1279501.375000 Penalty: 10757.592773
	Iteration 33Q: 3 clusters Score -1279501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1279503.625000 Penalty: 10757.592773
	Iteration 34Q: 3 clusters Score -1279504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1279503.250000 Penalty: 10757.592773
	Iteration 35Q: 3 clusters Score -1279503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1279504.875000 Penalty: 10757.592773
	Iteration 36Q: 3 clusters Score -1279505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1279505.750000 Penalty: 10757.592773
	Iteration 37Q: 3 clusters Score -1279506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1279507.875000 Penalty: 10757.592773
	Iteration 38Q: 3 clusters Score -1279508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1279514.500000 Penalty: 10757.592773
	Iteration 39Q: 3 clusters Score -1279514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1279515.875000 Penalty: 10757.592773
	Iteration 40F: 3 clusters Score -1279516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1279517.000000 Penalty: 10757.592773
	Iteration 41Q: 3 clusters Score -1279517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1279517.000000 Penalty: 10757.592773
	Iteration 42F: 3 clusters Score -1279517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (85670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Entering Unmasked Estep 
Score: -17684036.000000 Penalty: 6956.933105
	Iteration 0F: 2 clusters Score -1.768404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -17625050.000000 Penalty: 13913.866211
	Iteration 0F: 3 clusters Score -1.762505e+07 nChanged 38641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -17646488.000000 Penalty: 13913.866211
	Iteration 1F: 3 clusters Score -1.764649e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -17647594.000000 Penalty: 13913.866211
	Iteration 2Q: 3 clusters Score -1.764759e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -17648770.000000 Penalty: 13913.866211
	Iteration 3Q: 3 clusters Score -1.764877e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -17649948.000000 Penalty: 13913.866211
	Iteration 4Q: 3 clusters Score -1.764995e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -17651710.000000 Penalty: 13913.866211
	Iteration 5Q: 3 clusters Score -1.765171e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -17654378.000000 Penalty: 13913.866211
	Iteration 6F: 3 clusters Score -1.765438e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -17657942.000000 Penalty: 13913.866211
	Iteration 7F: 3 clusters Score -1.765794e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -17663068.000000 Penalty: 13913.866211
	Iteration 8F: 3 clusters Score -1.766307e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -17669398.000000 Penalty: 13913.866211
	Iteration 9F: 3 clusters Score -1.76694e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -17675586.000000 Penalty: 13913.866211
	Iteration 10F: 3 clusters Score -1.767559e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -17680338.000000 Penalty: 13913.866211
	Iteration 11F: 3 clusters Score -1.768034e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -17682188.000000 Penalty: 13913.866211
	Iteration 12Q: 3 clusters Score -1.768219e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -17683026.000000 Penalty: 13913.866211
	Iteration 13Q: 3 clusters Score -1.768303e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -17683422.000000 Penalty: 13913.866211
	Iteration 14Q: 3 clusters Score -1.768342e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -17683650.000000 Penalty: 13913.866211
	Iteration 15Q: 3 clusters Score -1.768365e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -17683700.000000 Penalty: 13913.866211
	Iteration 16Q: 3 clusters Score -1.76837e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -17683766.000000 Penalty: 13913.866211
	Iteration 17Q: 3 clusters Score -1.768377e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -17683868.000000 Penalty: 13913.866211
	Iteration 18Q: 3 clusters Score -1.768387e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -17683964.000000 Penalty: 13913.866211
	Iteration 19Q: 3 clusters Score -1.768396e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -17683946.000000 Penalty: 13913.866211
	Iteration 20F: 3 clusters Score -1.768395e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -17683932.000000 Penalty: 13913.866211
	Iteration 21Q: 3 clusters Score -1.768393e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -17683942.000000 Penalty: 13913.866211
	Iteration 22Q: 3 clusters Score -1.768394e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -17683908.000000 Penalty: 13913.866211
	Iteration 23Q: 3 clusters Score -1.768391e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -17683944.000000 Penalty: 13913.866211
	Iteration 24Q: 3 clusters Score -1.768394e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -17683970.000000 Penalty: 13913.866211
	Iteration 25Q: 3 clusters Score -1.768397e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -17683990.000000 Penalty: 13913.866211
	Iteration 26Q: 3 clusters Score -1.768399e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -17683984.000000 Penalty: 13913.866211
	Iteration 27Q: 3 clusters Score -1.768398e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -17683974.000000 Penalty: 13913.866211
	Iteration 28Q: 3 clusters Score -1.768397e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -17683994.000000 Penalty: 13913.866211
	Iteration 29Q: 3 clusters Score -1.768399e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -17684024.000000 Penalty: 13913.866211
	Iteration 30Q: 3 clusters Score -1.768402e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -17684080.000000 Penalty: 13913.866211
	Iteration 31Q: 3 clusters Score -1.768408e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -17684108.000000 Penalty: 13913.866211
	Iteration 32Q: 3 clusters Score -1.768411e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -17684106.000000 Penalty: 13913.866211
	Iteration 33Q: 3 clusters Score -1.768411e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -17684098.000000 Penalty: 13913.866211
	Iteration 34Q: 3 clusters Score -1.76841e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -17684112.000000 Penalty: 13913.866211
	Iteration 35Q: 3 clusters Score -1.768411e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -17684280.000000 Penalty: 13913.866211
	Iteration 36Q: 3 clusters Score -1.768428e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -17684366.000000 Penalty: 13913.866211
	Iteration 37Q: 3 clusters Score -1.768437e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -17684504.000000 Penalty: 13913.866211
	Iteration 38Q: 3 clusters Score -1.76845e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -17684650.000000 Penalty: 13913.866211
	Iteration 39Q: 3 clusters Score -1.768465e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -17684862.000000 Penalty: 13913.866211
	Iteration 40F: 3 clusters Score -1.768486e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -17684982.000000 Penalty: 13913.866211
	Iteration 41Q: 3 clusters Score -1.768498e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -17685216.000000 Penalty: 13913.866211
	Iteration 42Q: 3 clusters Score -1.768522e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -17685452.000000 Penalty: 13913.866211
	Iteration 43Q: 3 clusters Score -1.768545e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -17685744.000000 Penalty: 13913.866211
	Iteration 44Q: 3 clusters Score -1.768574e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -17686000.000000 Penalty: 13913.866211
	Iteration 45Q: 3 clusters Score -1.7686e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -17686194.000000 Penalty: 13913.866211
	Iteration 46Q: 3 clusters Score -1.768619e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -17686420.000000 Penalty: 13913.866211
	Iteration 47Q: 3 clusters Score -1.768642e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -17686652.000000 Penalty: 13913.866211
	Iteration 48Q: 3 clusters Score -1.768665e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -17686738.000000 Penalty: 13913.866211
	Iteration 49Q: 3 clusters Score -1.768674e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -17686982.000000 Penalty: 13913.866211
	Iteration 50Q: 3 clusters Score -1.768698e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -17687044.000000 Penalty: 13913.866211
	Iteration 51Q: 3 clusters Score -1.768704e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -17687222.000000 Penalty: 13913.866211
	Iteration 52Q: 3 clusters Score -1.768722e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -17687388.000000 Penalty: 13913.866211
	Iteration 53Q: 3 clusters Score -1.768739e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -17687568.000000 Penalty: 13913.866211
	Iteration 54Q: 3 clusters Score -1.768757e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -17687808.000000 Penalty: 13913.866211
	Iteration 55Q: 3 clusters Score -1.768781e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -17687988.000000 Penalty: 13913.866211
	Iteration 56Q: 3 clusters Score -1.768799e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -17688132.000000 Penalty: 13913.866211
	Iteration 57Q: 3 clusters Score -1.768813e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -17688286.000000 Penalty: 13913.866211
	Iteration 58Q: 3 clusters Score -1.768829e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -17688512.000000 Penalty: 13913.866211
	Iteration 59Q: 3 clusters Score -1.768851e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -17688810.000000 Penalty: 13913.866211
	Iteration 60F: 3 clusters Score -1.768881e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -17689166.000000 Penalty: 13913.866211
	Iteration 61Q: 3 clusters Score -1.768917e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -17689696.000000 Penalty: 13913.866211
	Iteration 62Q: 3 clusters Score -1.76897e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -17690286.000000 Penalty: 13913.866211
	Iteration 63Q: 3 clusters Score -1.769029e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -17690746.000000 Penalty: 13913.866211
	Iteration 64Q: 3 clusters Score -1.769075e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -17691042.000000 Penalty: 13913.866211
	Iteration 65Q: 3 clusters Score -1.769104e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -17691146.000000 Penalty: 13913.866211
	Iteration 66Q: 3 clusters Score -1.769115e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -17691198.000000 Penalty: 13913.866211
	Iteration 67Q: 3 clusters Score -1.76912e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -17691240.000000 Penalty: 13913.866211
	Iteration 68Q: 3 clusters Score -1.769124e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -17691248.000000 Penalty: 13913.866211
	Iteration 69Q: 3 clusters Score -1.769125e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -17691254.000000 Penalty: 13913.866211
	Iteration 70Q: 3 clusters Score -1.769125e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -17691256.000000 Penalty: 13913.866211
	Iteration 71Q: 3 clusters Score -1.769126e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -17691298.000000 Penalty: 13913.866211
	Iteration 72Q: 3 clusters Score -1.76913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -17691290.000000 Penalty: 13913.866211
	Iteration 73Q: 3 clusters Score -1.769129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -17691306.000000 Penalty: 13913.866211
	Iteration 74Q: 3 clusters Score -1.769131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -17691310.000000 Penalty: 13913.866211
	Iteration 75Q: 3 clusters Score -1.769131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -17691292.000000 Penalty: 13913.866211
	Iteration 76Q: 3 clusters Score -1.769129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -17691322.000000 Penalty: 13913.866211
	Iteration 77Q: 3 clusters Score -1.769132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -17691328.000000 Penalty: 13913.866211
	Iteration 78Q: 3 clusters Score -1.769133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -17691336.000000 Penalty: 13913.866211
	Iteration 79Q: 3 clusters Score -1.769134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -17691314.000000 Penalty: 13913.866211
	Iteration 80F: 3 clusters Score -1.769131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -17691322.000000 Penalty: 13913.866211
	Iteration 81Q: 3 clusters Score -1.769132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -17691300.000000 Penalty: 13913.866211
	Iteration 82Q: 3 clusters Score -1.76913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -17691298.000000 Penalty: 13913.866211
	Iteration 83Q: 3 clusters Score -1.76913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -17691298.000000 Penalty: 13913.866211
	Iteration 84F: 3 clusters Score -1.76913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 7 contains 25715 members 
Mstep: Class 8 contains 37892 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18382 members 
Mstep: Class 14 contains 63816 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 21854 members 
Mstep: Class 21 contains 28486 members 
Mstep: Class 23 contains 104252 members 
Entering Unmasked Estep 
Score: -89385992.000000 Penalty: 167200.734375
Splitting cluster 20 changes total score from -89375392.000000 to -89385992.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 21 (28486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Entering Unmasked Estep 
Score: -5817072.000000 Penalty: 6282.515137
	Iteration 0F: 2 clusters Score -5817072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -5795280.000000 Penalty: 12565.030273
	Iteration 0F: 3 clusters Score -5795280 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -5802036.500000 Penalty: 12565.030273
	Iteration 1F: 3 clusters Score -5802036 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -5803757.500000 Penalty: 12565.030273
	Iteration 2F: 3 clusters Score -5803758 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -5806475.000000 Penalty: 12565.030273
	Iteration 3F: 3 clusters Score -5806475 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -5809950.500000 Penalty: 12565.030273
	Iteration 4F: 3 clusters Score -5809950 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -5812798.500000 Penalty: 12565.030273
	Iteration 5F: 3 clusters Score -5812798 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -5814734.500000 Penalty: 12565.030273
	Iteration 6F: 3 clusters Score -5814734 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -5815739.000000 Penalty: 12565.030273
	Iteration 7Q: 3 clusters Score -5815739 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -5816268.000000 Penalty: 12565.030273
	Iteration 8Q: 3 clusters Score -5816268 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -5816630.500000 Penalty: 12565.030273
	Iteration 9Q: 3 clusters Score -5816630 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -5816859.000000 Penalty: 12565.030273
	Iteration 10Q: 3 clusters Score -5816859 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5817031.500000 Penalty: 12565.030273
	Iteration 11Q: 3 clusters Score -5817032 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5817147.500000 Penalty: 12565.030273
	Iteration 12Q: 3 clusters Score -5817148 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -5817274.500000 Penalty: 12565.030273
	Iteration 13Q: 3 clusters Score -5817274 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -5817361.500000 Penalty: 12565.030273
	Iteration 14Q: 3 clusters Score -5817362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -5817433.000000 Penalty: 12565.030273
	Iteration 15Q: 3 clusters Score -5817433 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -5817506.500000 Penalty: 12565.030273
	Iteration 16Q: 3 clusters Score -5817506 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -5817543.500000 Penalty: 12565.030273
	Iteration 17Q: 3 clusters Score -5817544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -5817560.500000 Penalty: 12565.030273
	Iteration 18Q: 3 clusters Score -5817560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -5817585.000000 Penalty: 12565.030273
	Iteration 19Q: 3 clusters Score -5817585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -5817649.000000 Penalty: 12565.030273
	Iteration 20F: 3 clusters Score -5817649 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5817685.500000 Penalty: 12565.030273
	Iteration 21Q: 3 clusters Score -5817686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -5817709.500000 Penalty: 12565.030273
	Iteration 22Q: 3 clusters Score -5817710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -5817725.500000 Penalty: 12565.030273
	Iteration 23Q: 3 clusters Score -5817726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -5817734.500000 Penalty: 12565.030273
	Iteration 24Q: 3 clusters Score -5817734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5817736.000000 Penalty: 12565.030273
	Iteration 25Q: 3 clusters Score -5817736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -5817744.500000 Penalty: 12565.030273
	Iteration 26Q: 3 clusters Score -5817744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -5817732.500000 Penalty: 12565.030273
	Iteration 27Q: 3 clusters Score -5817732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -5817728.000000 Penalty: 12565.030273
	Iteration 28Q: 3 clusters Score -5817728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -5817732.500000 Penalty: 12565.030273
	Iteration 29Q: 3 clusters Score -5817732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -5817737.000000 Penalty: 12565.030273
	Iteration 30Q: 3 clusters Score -5817737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -5817748.500000 Penalty: 12565.030273
	Iteration 31Q: 3 clusters Score -5817748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -5817747.000000 Penalty: 12565.030273
	Iteration 32Q: 3 clusters Score -5817747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -5817744.500000 Penalty: 12565.030273
	Iteration 33Q: 3 clusters Score -5817744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5817754.000000 Penalty: 12565.030273
	Iteration 34Q: 3 clusters Score -5817754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -5817752.500000 Penalty: 12565.030273
	Iteration 35Q: 3 clusters Score -5817752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -5817756.000000 Penalty: 12565.030273
	Iteration 36Q: 3 clusters Score -5817756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -5817758.500000 Penalty: 12565.030273
	Iteration 37Q: 3 clusters Score -5817758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -5817758.500000 Penalty: 12565.030273
	Iteration 38F: 3 clusters Score -5817758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 7 contains 25715 members 
Mstep: Class 8 contains 37892 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18382 members 
Mstep: Class 14 contains 63816 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 21854 members 
Mstep: Class 21 contains 23322 members 
Mstep: Class 23 contains 104252 members 
Entering Unmasked Estep 
Score: -89384696.000000 Penalty: 175162.671875
Splitting cluster 21 changes total score from -89375392.000000 to -89384696.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 23 (104252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Entering Unmasked Estep 
Score: -21393714.000000 Penalty: 7077.171875
	Iteration 0F: 2 clusters Score -2.139371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -21322828.000000 Penalty: 14154.343750
	Iteration 0F: 3 clusters Score -2.132283e+07 nChanged 47541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -21349316.000000 Penalty: 14154.343750
	Iteration 1F: 3 clusters Score -2.134932e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -21351266.000000 Penalty: 14154.343750
	Iteration 2Q: 3 clusters Score -2.135127e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -21353976.000000 Penalty: 14154.343750
	Iteration 3F: 3 clusters Score -2.135398e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -21358212.000000 Penalty: 14154.343750
	Iteration 4F: 3 clusters Score -2.135821e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -21364348.000000 Penalty: 14154.343750
	Iteration 5F: 3 clusters Score -2.136435e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -21372420.000000 Penalty: 14154.343750
	Iteration 6F: 3 clusters Score -2.137242e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -21380562.000000 Penalty: 14154.343750
	Iteration 7F: 3 clusters Score -2.138056e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -21388802.000000 Penalty: 14154.343750
	Iteration 8F: 3 clusters Score -2.13888e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -21395776.000000 Penalty: 14154.343750
	Iteration 9F: 3 clusters Score -2.139578e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -21399694.000000 Penalty: 14154.343750
	Iteration 10Q: 3 clusters Score -2.139969e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -21401364.000000 Penalty: 14154.343750
	Iteration 11Q: 3 clusters Score -2.140136e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -21401958.000000 Penalty: 14154.343750
	Iteration 12Q: 3 clusters Score -2.140196e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -21402404.000000 Penalty: 14154.343750
	Iteration 13Q: 3 clusters Score -2.14024e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -21402606.000000 Penalty: 14154.343750
	Iteration 14Q: 3 clusters Score -2.140261e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 84395 members 
Entering Unmasked Estep 
Score: -21402730.000000 Penalty: 14154.343750
	Iteration 15Q: 3 clusters Score -2.140273e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -21402772.000000 Penalty: 14154.343750
	Iteration 16Q: 3 clusters Score -2.140277e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -21402772.000000 Penalty: 14154.343750
	Iteration 17Q: 3 clusters Score -2.140277e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -21402828.000000 Penalty: 14154.343750
	Iteration 18Q: 3 clusters Score -2.140283e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -21402866.000000 Penalty: 14154.343750
	Iteration 19Q: 3 clusters Score -2.140287e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
Score: -21402872.000000 Penalty: 14154.343750
	Iteration 20F: 3 clusters Score -2.140287e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -21402890.000000 Penalty: 14154.343750
	Iteration 21Q: 3 clusters Score -2.140289e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -21402928.000000 Penalty: 14154.343750
	Iteration 22Q: 3 clusters Score -2.140293e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 85603 members 
Entering Unmasked Estep 
Score: -21402966.000000 Penalty: 14154.343750
	Iteration 23Q: 3 clusters Score -2.140297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 85637 members 
Entering Unmasked Estep 
Score: -21402956.000000 Penalty: 14154.343750
	Iteration 24Q: 3 clusters Score -2.140296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -21402960.000000 Penalty: 14154.343750
	Iteration 25Q: 3 clusters Score -2.140296e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -21402954.000000 Penalty: 14154.343750
	Iteration 26Q: 3 clusters Score -2.140295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -21402950.000000 Penalty: 14154.343750
	Iteration 27Q: 3 clusters Score -2.140295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -21402950.000000 Penalty: 14154.343750
	Iteration 28Q: 3 clusters Score -2.140295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -21402946.000000 Penalty: 14154.343750
	Iteration 29Q: 3 clusters Score -2.140295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 85767 members 
Entering Unmasked Estep 
Score: -21402944.000000 Penalty: 14154.343750
	Iteration 30Q: 3 clusters Score -2.140294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -21402952.000000 Penalty: 14154.343750
	Iteration 31Q: 3 clusters Score -2.140295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 85797 members 
Entering Unmasked Estep 
Score: -21402962.000000 Penalty: 14154.343750
	Iteration 32Q: 3 clusters Score -2.140296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 85808 members 
Entering Unmasked Estep 
Score: -21402968.000000 Penalty: 14154.343750
	Iteration 33Q: 3 clusters Score -2.140297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -21402970.000000 Penalty: 14154.343750
	Iteration 34Q: 3 clusters Score -2.140297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -21402972.000000 Penalty: 14154.343750
	Iteration 35Q: 3 clusters Score -2.140297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -21402974.000000 Penalty: 14154.343750
	Iteration 36Q: 3 clusters Score -2.140297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -21402984.000000 Penalty: 14154.343750
	Iteration 37Q: 3 clusters Score -2.140298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -21402988.000000 Penalty: 14154.343750
	Iteration 38Q: 3 clusters Score -2.140299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -21402982.000000 Penalty: 14154.343750
	Iteration 39Q: 3 clusters Score -2.140298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -21402982.000000 Penalty: 14154.343750
	Iteration 40F: 3 clusters Score -2.140298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 7 contains 25715 members 
Mstep: Class 8 contains 37892 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18382 members 
Mstep: Class 14 contains 63816 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 21854 members 
Mstep: Class 21 contains 23322 members 
Mstep: Class 22 contains 85826 members 
Mstep: Class 23 contains 18426 members 
Entering Unmasked Estep 
Score: -89392664.000000 Penalty: 183124.609375
Splitting cluster 23 changes total score from -89375392.000000 to -89392664.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 5 contains 21422 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 7 contains 25715 members 
Mstep: Class 8 contains 37892 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 18382 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15142 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 21854 members 
Mstep: Class 21 contains 23322 members 
Mstep: Class 23 contains 18426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89400000.000000 Penalty: 183124.609375
Iteration 39Q: 24 clusters Score -8.94e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21612 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 25658 members 
Mstep: Class 8 contains 37633 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7563 members 
Mstep: Class 12 contains 946 members 
Mstep: Class 13 contains 18413 members 
Mstep: Class 14 contains 62210 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 6510 members 
Mstep: Class 20 contains 21883 members 
Mstep: Class 21 contains 23396 members 
Mstep: Class 22 contains 85256 members 
Mstep: Class 23 contains 19117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89406400.000000 Penalty: 183124.609375
Iteration 40F: 24 clusters Score -8.94064e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 6321 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21655 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 25593 members 
Mstep: Class 8 contains 37478 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7373 members 
Mstep: Class 12 contains 946 members 
Mstep: Class 13 contains 17184 members 
Mstep: Class 14 contains 61771 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 14494 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 6444 members 
Mstep: Class 20 contains 21798 members 
Mstep: Class 21 contains 23369 members 
Mstep: Class 22 contains 86467 members 
Mstep: Class 23 contains 19273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89408736.000000 Penalty: 183124.609375
Iteration 41Q: 24 clusters Score -8.940874e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21689 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 25526 members 
Mstep: Class 8 contains 37397 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 16334 members 
Mstep: Class 14 contains 61269 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 14182 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6377 members 
Mstep: Class 20 contains 21748 members 
Mstep: Class 21 contains 23384 members 
Mstep: Class 22 contains 87148 members 
Mstep: Class 23 contains 19485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89409984.000000 Penalty: 183124.609375
Iteration 42Q: 24 clusters Score -8.940998e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21700 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 25473 members 
Mstep: Class 8 contains 37335 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 15705 members 
Mstep: Class 14 contains 60856 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 14001 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5391 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 21749 members 
Mstep: Class 21 contains 23397 members 
Mstep: Class 22 contains 87611 members 
Mstep: Class 23 contains 19657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89410720.000000 Penalty: 183124.609375
Iteration 43Q: 24 clusters Score -8.941072e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21690 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 25444 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 15216 members 
Mstep: Class 14 contains 60564 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13854 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 6330 members 
Mstep: Class 20 contains 21752 members 
Mstep: Class 21 contains 23410 members 
Mstep: Class 22 contains 87937 members 
Mstep: Class 23 contains 19793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89411128.000000 Penalty: 183124.609375
Iteration 44Q: 24 clusters Score -8.941113e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 83482 members 
Mstep: Class 2 contains 6038 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21681 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 25406 members 
Mstep: Class 8 contains 37297 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7108 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 14847 members 
Mstep: Class 14 contains 60372 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13739 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5412 members 
Mstep: Class 19 contains 6310 members 
Mstep: Class 20 contains 21759 members 
Mstep: Class 21 contains 23430 members 
Mstep: Class 22 contains 88175 members 
Mstep: Class 23 contains 19897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89411480.000000 Penalty: 183124.609375
Iteration 45Q: 24 clusters Score -8.941148e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 6013 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21662 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 25373 members 
Mstep: Class 8 contains 37301 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7088 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 14585 members 
Mstep: Class 14 contains 60214 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13654 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 5421 members 
Mstep: Class 19 contains 6293 members 
Mstep: Class 20 contains 21782 members 
Mstep: Class 21 contains 23456 members 
Mstep: Class 22 contains 88273 members 
Mstep: Class 23 contains 20027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89411832.000000 Penalty: 183124.609375
Iteration 46Q: 24 clusters Score -8.941183e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 6020 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21638 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 25356 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7076 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 14364 members 
Mstep: Class 14 contains 60090 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 5425 members 
Mstep: Class 19 contains 6278 members 
Mstep: Class 20 contains 21805 members 
Mstep: Class 21 contains 23468 members 
Mstep: Class 22 contains 88371 members 
Mstep: Class 23 contains 20122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89411720.000000 Penalty: 183124.609375
Iteration 47Q: 24 clusters Score -8.941172e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21606 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 25329 members 
Mstep: Class 8 contains 37344 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7059 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 14167 members 
Mstep: Class 14 contains 59997 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 6254 members 
Mstep: Class 20 contains 21807 members 
Mstep: Class 21 contains 23456 members 
Mstep: Class 22 contains 88438 members 
Mstep: Class 23 contains 20240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89411928.000000 Penalty: 183124.609375
Iteration 48Q: 24 clusters Score -8.941193e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21568 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 25315 members 
Mstep: Class 8 contains 37371 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 14002 members 
Mstep: Class 14 contains 59931 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13482 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 5418 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 21815 members 
Mstep: Class 21 contains 23446 members 
Mstep: Class 22 contains 88484 members 
Mstep: Class 23 contains 20351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412216.000000 Penalty: 183124.609375
Iteration 49Q: 24 clusters Score -8.941222e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21549 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 25316 members 
Mstep: Class 8 contains 37400 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7041 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 13864 members 
Mstep: Class 14 contains 59892 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13451 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5413 members 
Mstep: Class 19 contains 6221 members 
Mstep: Class 20 contains 21804 members 
Mstep: Class 21 contains 23451 members 
Mstep: Class 22 contains 88530 members 
Mstep: Class 23 contains 20416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412296.000000 Penalty: 183124.609375
Iteration 50Q: 24 clusters Score -8.94123e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 6131 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21511 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 25309 members 
Mstep: Class 8 contains 37429 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7038 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 13726 members 
Mstep: Class 14 contains 59879 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13427 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5424 members 
Mstep: Class 19 contains 6213 members 
Mstep: Class 20 contains 21794 members 
Mstep: Class 21 contains 23439 members 
Mstep: Class 22 contains 88578 members 
Mstep: Class 23 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412680.000000 Penalty: 183124.609375
Iteration 51Q: 24 clusters Score -8.941268e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 21481 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 25296 members 
Mstep: Class 8 contains 37439 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 13603 members 
Mstep: Class 14 contains 59867 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13388 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 6205 members 
Mstep: Class 20 contains 21800 members 
Mstep: Class 21 contains 23440 members 
Mstep: Class 22 contains 88631 members 
Mstep: Class 23 contains 20527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412624.000000 Penalty: 183124.609375
Iteration 52Q: 24 clusters Score -8.941262e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 6188 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21471 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 25292 members 
Mstep: Class 8 contains 37457 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 13499 members 
Mstep: Class 14 contains 59879 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13334 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5425 members 
Mstep: Class 19 contains 6192 members 
Mstep: Class 20 contains 21796 members 
Mstep: Class 21 contains 23449 members 
Mstep: Class 22 contains 88666 members 
Mstep: Class 23 contains 20585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89412896.000000 Penalty: 183124.609375
Iteration 53Q: 24 clusters Score -8.94129e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 6206 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21442 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 37467 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7018 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 13416 members 
Mstep: Class 14 contains 59890 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13299 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 21798 members 
Mstep: Class 21 contains 23474 members 
Mstep: Class 22 contains 88700 members 
Mstep: Class 23 contains 20623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413112.000000 Penalty: 183124.609375
Iteration 54Q: 24 clusters Score -8.941311e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 6240 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21416 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 37476 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 13362 members 
Mstep: Class 14 contains 59912 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13244 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5424 members 
Mstep: Class 19 contains 6166 members 
Mstep: Class 20 contains 21804 members 
Mstep: Class 21 contains 23496 members 
Mstep: Class 22 contains 88695 members 
Mstep: Class 23 contains 20663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413360.000000 Penalty: 183124.609375
Iteration 55Q: 24 clusters Score -8.941336e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21393 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 25268 members 
Mstep: Class 8 contains 37495 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7008 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13317 members 
Mstep: Class 14 contains 59931 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13199 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5427 members 
Mstep: Class 19 contains 6162 members 
Mstep: Class 20 contains 21805 members 
Mstep: Class 21 contains 23511 members 
Mstep: Class 22 contains 88696 members 
Mstep: Class 23 contains 20686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413200.000000 Penalty: 183124.609375
Iteration 56Q: 24 clusters Score -8.94132e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84780 members 
Mstep: Class 2 contains 6314 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21372 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 25261 members 
Mstep: Class 8 contains 37504 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13290 members 
Mstep: Class 14 contains 59946 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13193 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5417 members 
Mstep: Class 19 contains 6160 members 
Mstep: Class 20 contains 21802 members 
Mstep: Class 21 contains 23535 members 
Mstep: Class 22 contains 88676 members 
Mstep: Class 23 contains 20710 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 24 clusters Score -8.941314e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21341 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 25249 members 
Mstep: Class 8 contains 37519 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 59966 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13175 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5407 members 
Mstep: Class 19 contains 6162 members 
Mstep: Class 20 contains 21801 members 
Mstep: Class 21 contains 23554 members 
Mstep: Class 22 contains 88651 members 
Mstep: Class 23 contains 20752 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 24 clusters Score -8.941335e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 6368 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21310 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 25242 members 
Mstep: Class 8 contains 37532 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13237 members 
Mstep: Class 14 contains 59980 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13176 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 6153 members 
Mstep: Class 20 contains 21804 members 
Mstep: Class 21 contains 23579 members 
Mstep: Class 22 contains 88629 members 
Mstep: Class 23 contains 20790 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 24 clusters Score -8.941349e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84766 members 
Mstep: Class 2 contains 6404 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21289 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 25239 members 
Mstep: Class 8 contains 37535 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6991 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13214 members 
Mstep: Class 14 contains 60016 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13137 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 21803 members 
Mstep: Class 21 contains 23600 members 
Mstep: Class 22 contains 88617 members 
Mstep: Class 23 contains 20829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89413352.000000 Penalty: 183124.609375
Iteration 60F: 24 clusters Score -8.941335e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84742 members 
Mstep: Class 2 contains 6443 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21267 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 37539 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6988 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13194 members 
Mstep: Class 14 contains 60055 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13098 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5363 members 
Mstep: Class 19 contains 6140 members 
Mstep: Class 20 contains 21799 members 
Mstep: Class 21 contains 23613 members 
Mstep: Class 22 contains 88618 members 
Mstep: Class 23 contains 20866 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 24 clusters Score -8.941354e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21235 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 37542 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6988 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13169 members 
Mstep: Class 14 contains 60109 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13052 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5354 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 21801 members 
Mstep: Class 21 contains 23621 members 
Mstep: Class 22 contains 88609 members 
Mstep: Class 23 contains 20903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 24 clusters Score -8.941371e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 6535 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21185 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25224 members 
Mstep: Class 8 contains 37561 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6979 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13146 members 
Mstep: Class 14 contains 60149 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13043 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 5356 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 21805 members 
Mstep: Class 21 contains 23625 members 
Mstep: Class 22 contains 88611 members 
Mstep: Class 23 contains 20918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 24 clusters Score -8.941387e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 6567 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21129 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25229 members 
Mstep: Class 8 contains 37573 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13128 members 
Mstep: Class 14 contains 60190 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 13024 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 5345 members 
Mstep: Class 19 contains 6130 members 
Mstep: Class 20 contains 21812 members 
Mstep: Class 21 contains 23640 members 
Mstep: Class 22 contains 88610 members 
Mstep: Class 23 contains 20947 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 24 clusters Score -8.941386e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 6593 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21102 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 37587 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13120 members 
Mstep: Class 14 contains 60231 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12998 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 21816 members 
Mstep: Class 21 contains 23653 members 
Mstep: Class 22 contains 88578 members 
Mstep: Class 23 contains 20983 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 24 clusters Score -8.941392e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21060 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25225 members 
Mstep: Class 8 contains 37598 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13112 members 
Mstep: Class 14 contains 60264 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12975 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5350 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21815 members 
Mstep: Class 21 contains 23663 members 
Mstep: Class 22 contains 88561 members 
Mstep: Class 23 contains 21013 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 24 clusters Score -8.941399e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 21012 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25215 members 
Mstep: Class 8 contains 37609 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13101 members 
Mstep: Class 14 contains 60289 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12954 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 21815 members 
Mstep: Class 21 contains 23673 members 
Mstep: Class 22 contains 88542 members 
Mstep: Class 23 contains 21042 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 24 clusters Score -8.941425e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 6738 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20970 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25213 members 
Mstep: Class 8 contains 37619 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13088 members 
Mstep: Class 14 contains 60315 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12932 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5357 members 
Mstep: Class 19 contains 6122 members 
Mstep: Class 20 contains 21816 members 
Mstep: Class 21 contains 23676 members 
Mstep: Class 22 contains 88515 members 
Mstep: Class 23 contains 21071 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 24 clusters Score -8.941434e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20959 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25209 members 
Mstep: Class 8 contains 37620 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13077 members 
Mstep: Class 14 contains 60364 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12901 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5357 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 21816 members 
Mstep: Class 21 contains 23677 members 
Mstep: Class 22 contains 88485 members 
Mstep: Class 23 contains 21098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414248.000000 Penalty: 183124.609375
Iteration 69Q: 24 clusters Score -8.941425e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84511 members 
Mstep: Class 2 contains 6833 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20939 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25209 members 
Mstep: Class 8 contains 37619 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6931 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13064 members 
Mstep: Class 14 contains 60414 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12850 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5357 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 21814 members 
Mstep: Class 21 contains 23687 members 
Mstep: Class 22 contains 88478 members 
Mstep: Class 23 contains 21121 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 24 clusters Score -8.941436e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20920 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25211 members 
Mstep: Class 8 contains 37623 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6922 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13056 members 
Mstep: Class 14 contains 60463 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12801 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5358 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 21819 members 
Mstep: Class 21 contains 23699 members 
Mstep: Class 22 contains 88468 members 
Mstep: Class 23 contains 21137 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 24 clusters Score -8.941457e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 6929 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20894 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25209 members 
Mstep: Class 8 contains 37616 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6921 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 60493 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12788 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5356 members 
Mstep: Class 19 contains 6141 members 
Mstep: Class 20 contains 21824 members 
Mstep: Class 21 contains 23702 members 
Mstep: Class 22 contains 88457 members 
Mstep: Class 23 contains 21146 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 24 clusters Score -8.941462e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84399 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20873 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25203 members 
Mstep: Class 8 contains 37620 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13047 members 
Mstep: Class 14 contains 60511 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12779 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5362 members 
Mstep: Class 19 contains 6141 members 
Mstep: Class 20 contains 21830 members 
Mstep: Class 21 contains 23708 members 
Mstep: Class 22 contains 88450 members 
Mstep: Class 23 contains 21152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 24 clusters Score -8.941474e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 6994 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20849 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25203 members 
Mstep: Class 8 contains 37623 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13039 members 
Mstep: Class 14 contains 60524 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 6142 members 
Mstep: Class 20 contains 21835 members 
Mstep: Class 21 contains 23712 members 
Mstep: Class 22 contains 88451 members 
Mstep: Class 23 contains 21159 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 24 clusters Score -8.941475e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84341 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20828 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25202 members 
Mstep: Class 8 contains 37628 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 60536 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 21841 members 
Mstep: Class 21 contains 23711 members 
Mstep: Class 22 contains 88444 members 
Mstep: Class 23 contains 21162 members 
Entering Unmasked Estep 
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Iteration 75Q: 24 clusters Score -8.941483e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20818 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25202 members 
Mstep: Class 8 contains 37633 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 60561 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12764 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 21847 members 
Mstep: Class 21 contains 23714 members 
Mstep: Class 22 contains 88433 members 
Mstep: Class 23 contains 21162 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 24 clusters Score -8.941469e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20795 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 37642 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 60577 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12764 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 6156 members 
Mstep: Class 20 contains 21856 members 
Mstep: Class 21 contains 23718 members 
Mstep: Class 22 contains 88425 members 
Mstep: Class 23 contains 21165 members 
Entering Unmasked Estep 
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Iteration 77Q: 24 clusters Score -8.941486e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 7098 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20763 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25195 members 
Mstep: Class 8 contains 37649 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6920 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13031 members 
Mstep: Class 14 contains 60591 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12774 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 21857 members 
Mstep: Class 21 contains 23720 members 
Mstep: Class 22 contains 88418 members 
Mstep: Class 23 contains 21168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414824.000000 Penalty: 183124.609375
Iteration 78Q: 24 clusters Score -8.941482e+07 nChanged 222
Entering ConstructFrom: 
Score: -89414824.000000 Penalty: 183124.609375
Entering ConstructFrom: 
Trying to split cluster 1 (84256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84256 members 
Entering Unmasked Estep 
Score: -17413792.000000 Penalty: 6946.739258
	Iteration 0F: 2 clusters Score -1.741379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -17355624.000000 Penalty: 13893.478516
	Iteration 0F: 3 clusters Score -1.735562e+07 nChanged 38204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -17376610.000000 Penalty: 13893.478516
	Iteration 1F: 3 clusters Score -1.737661e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -17377950.000000 Penalty: 13893.478516
	Iteration 2Q: 3 clusters Score -1.737795e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -17379520.000000 Penalty: 13893.478516
	Iteration 3Q: 3 clusters Score -1.737952e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -17381666.000000 Penalty: 13893.478516
	Iteration 4Q: 3 clusters Score -1.738167e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -17384242.000000 Penalty: 13893.478516
	Iteration 5Q: 3 clusters Score -1.738424e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -17386244.000000 Penalty: 13893.478516
	Iteration 6F: 3 clusters Score -1.738624e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -17387776.000000 Penalty: 13893.478516
	Iteration 7Q: 3 clusters Score -1.738778e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -17389252.000000 Penalty: 13893.478516
	Iteration 8Q: 3 clusters Score -1.738925e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -17390434.000000 Penalty: 13893.478516
	Iteration 9Q: 3 clusters Score -1.739043e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -17391746.000000 Penalty: 13893.478516
	Iteration 10Q: 3 clusters Score -1.739175e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -17393268.000000 Penalty: 13893.478516
	Iteration 11Q: 3 clusters Score -1.739327e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -17394956.000000 Penalty: 13893.478516
	Iteration 12Q: 3 clusters Score -1.739496e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -17396624.000000 Penalty: 13893.478516
	Iteration 13Q: 3 clusters Score -1.739662e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -17398342.000000 Penalty: 13893.478516
	Iteration 14Q: 3 clusters Score -1.739834e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -17400048.000000 Penalty: 13893.478516
	Iteration 15Q: 3 clusters Score -1.740005e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -17401638.000000 Penalty: 13893.478516
	Iteration 16Q: 3 clusters Score -1.740164e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -17402868.000000 Penalty: 13893.478516
	Iteration 17Q: 3 clusters Score -1.740287e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -17404120.000000 Penalty: 13893.478516
	Iteration 18Q: 3 clusters Score -1.740412e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -17405254.000000 Penalty: 13893.478516
	Iteration 19Q: 3 clusters Score -1.740525e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -17406166.000000 Penalty: 13893.478516
	Iteration 20F: 3 clusters Score -1.740617e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -17407140.000000 Penalty: 13893.478516
	Iteration 21Q: 3 clusters Score -1.740714e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -17408174.000000 Penalty: 13893.478516
	Iteration 22Q: 3 clusters Score -1.740817e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -17409040.000000 Penalty: 13893.478516
	Iteration 23Q: 3 clusters Score -1.740904e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -17409706.000000 Penalty: 13893.478516
	Iteration 24Q: 3 clusters Score -1.740971e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -17410372.000000 Penalty: 13893.478516
	Iteration 25Q: 3 clusters Score -1.741037e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -17410914.000000 Penalty: 13893.478516
	Iteration 26Q: 3 clusters Score -1.741091e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -17411240.000000 Penalty: 13893.478516
	Iteration 27Q: 3 clusters Score -1.741124e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -17411558.000000 Penalty: 13893.478516
	Iteration 28Q: 3 clusters Score -1.741156e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -17411828.000000 Penalty: 13893.478516
	Iteration 29Q: 3 clusters Score -1.741183e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -17412014.000000 Penalty: 13893.478516
	Iteration 30Q: 3 clusters Score -1.741201e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -17412172.000000 Penalty: 13893.478516
	Iteration 31Q: 3 clusters Score -1.741217e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -17412292.000000 Penalty: 13893.478516
	Iteration 32Q: 3 clusters Score -1.741229e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76279 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -17412408.000000 Penalty: 13893.478516
	Iteration 33Q: 3 clusters Score -1.741241e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -17412460.000000 Penalty: 13893.478516
	Iteration 34Q: 3 clusters Score -1.741246e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -17412526.000000 Penalty: 13893.478516
	Iteration 35Q: 3 clusters Score -1.741253e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -17412546.000000 Penalty: 13893.478516
	Iteration 36Q: 3 clusters Score -1.741255e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -17412618.000000 Penalty: 13893.478516
	Iteration 37Q: 3 clusters Score -1.741262e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -17412680.000000 Penalty: 13893.478516
	Iteration 38Q: 3 clusters Score -1.741268e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -17412682.000000 Penalty: 13893.478516
	Iteration 39Q: 3 clusters Score -1.741268e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -17412694.000000 Penalty: 13893.478516
	Iteration 40F: 3 clusters Score -1.741269e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -17412722.000000 Penalty: 13893.478516
	Iteration 41Q: 3 clusters Score -1.741272e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -17412762.000000 Penalty: 13893.478516
	Iteration 42Q: 3 clusters Score -1.741276e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -17412826.000000 Penalty: 13893.478516
	Iteration 43Q: 3 clusters Score -1.741283e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -17412844.000000 Penalty: 13893.478516
	Iteration 44Q: 3 clusters Score -1.741284e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78041 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -17412862.000000 Penalty: 13893.478516
	Iteration 45Q: 3 clusters Score -1.741286e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -17412872.000000 Penalty: 13893.478516
	Iteration 46Q: 3 clusters Score -1.741287e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -17412882.000000 Penalty: 13893.478516
	Iteration 47Q: 3 clusters Score -1.741288e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -17412874.000000 Penalty: 13893.478516
	Iteration 48Q: 3 clusters Score -1.741287e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -17412902.000000 Penalty: 13893.478516
	Iteration 49Q: 3 clusters Score -1.74129e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -17412894.000000 Penalty: 13893.478516
	Iteration 50Q: 3 clusters Score -1.741289e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -17412886.000000 Penalty: 13893.478516
	Iteration 51Q: 3 clusters Score -1.741289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -17412902.000000 Penalty: 13893.478516
	Iteration 52Q: 3 clusters Score -1.74129e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -17412910.000000 Penalty: 13893.478516
	Iteration 53Q: 3 clusters Score -1.741291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -17412930.000000 Penalty: 13893.478516
	Iteration 54Q: 3 clusters Score -1.741293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -17412902.000000 Penalty: 13893.478516
	Iteration 55Q: 3 clusters Score -1.74129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -17412914.000000 Penalty: 13893.478516
	Iteration 56Q: 3 clusters Score -1.741291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -17412916.000000 Penalty: 13893.478516
	Iteration 57Q: 3 clusters Score -1.741292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -17412914.000000 Penalty: 13893.478516
	Iteration 58Q: 3 clusters Score -1.741291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -17412930.000000 Penalty: 13893.478516
	Iteration 59Q: 3 clusters Score -1.741293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -17412930.000000 Penalty: 13893.478516
	Iteration 60F: 3 clusters Score -1.741293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -17412932.000000 Penalty: 13893.478516
	Iteration 61Q: 3 clusters Score -1.741293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -17412914.000000 Penalty: 13893.478516
	Iteration 62Q: 3 clusters Score -1.741291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -17412916.000000 Penalty: 13893.478516
	Iteration 63Q: 3 clusters Score -1.741292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -17412926.000000 Penalty: 13893.478516
	Iteration 64Q: 3 clusters Score -1.741293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -17412944.000000 Penalty: 13893.478516
	Iteration 65Q: 3 clusters Score -1.741294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -17412914.000000 Penalty: 13893.478516
	Iteration 66Q: 3 clusters Score -1.741291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -17412938.000000 Penalty: 13893.478516
	Iteration 67Q: 3 clusters Score -1.741294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -17412942.000000 Penalty: 13893.478516
	Iteration 68Q: 3 clusters Score -1.741294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -17412942.000000 Penalty: 13893.478516
	Iteration 69Q: 3 clusters Score -1.741294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -17412962.000000 Penalty: 13893.478516
	Iteration 70Q: 3 clusters Score -1.741296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -17412964.000000 Penalty: 13893.478516
	Iteration 71Q: 3 clusters Score -1.741296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -17412958.000000 Penalty: 13893.478516
	Iteration 72Q: 3 clusters Score -1.741296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -17412962.000000 Penalty: 13893.478516
	Iteration 73Q: 3 clusters Score -1.741296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -17412956.000000 Penalty: 13893.478516
	Iteration 74Q: 3 clusters Score -1.741296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -17412954.000000 Penalty: 13893.478516
	Iteration 75Q: 3 clusters Score -1.741295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -17412970.000000 Penalty: 13893.478516
	Iteration 76Q: 3 clusters Score -1.741297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -17412970.000000 Penalty: 13893.478516
	Iteration 77F: 3 clusters Score -1.741297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -1394126.375000 Penalty: 5432.764648
	Iteration 0F: 2 clusters Score -1394126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1385667.875000 Penalty: 10865.529297
	Iteration 0F: 3 clusters Score -1385668 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1387205.000000 Penalty: 10865.529297
	Iteration 1F: 3 clusters Score -1387205 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1387608.625000 Penalty: 10865.529297
	Iteration 2F: 3 clusters Score -1387609 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1387876.250000 Penalty: 10865.529297
	Iteration 3Q: 3 clusters Score -1387876 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1388053.000000 Penalty: 10865.529297
	Iteration 4Q: 3 clusters Score -1388053 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1388183.375000 Penalty: 10865.529297
	Iteration 5Q: 3 clusters Score -1388183 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1388280.250000 Penalty: 10865.529297
	Iteration 6Q: 3 clusters Score -1388280 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1388347.750000 Penalty: 10865.529297
	Iteration 7Q: 3 clusters Score -1388348 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1388385.250000 Penalty: 10865.529297
	Iteration 8Q: 3 clusters Score -1388385 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1388418.500000 Penalty: 10865.529297
	Iteration 9Q: 3 clusters Score -1388418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1388450.750000 Penalty: 10865.529297
	Iteration 10Q: 3 clusters Score -1388451 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1388480.000000 Penalty: 10865.529297
	Iteration 11Q: 3 clusters Score -1388480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1388511.000000 Penalty: 10865.529297
	Iteration 12Q: 3 clusters Score -1388511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1388535.125000 Penalty: 10865.529297
	Iteration 13Q: 3 clusters Score -1388535 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1388564.125000 Penalty: 10865.529297
	Iteration 14Q: 3 clusters Score -1388564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1388588.250000 Penalty: 10865.529297
	Iteration 15Q: 3 clusters Score -1388588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1388604.750000 Penalty: 10865.529297
	Iteration 16Q: 3 clusters Score -1388605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1388628.750000 Penalty: 10865.529297
	Iteration 17Q: 3 clusters Score -1388629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1388643.750000 Penalty: 10865.529297
	Iteration 18Q: 3 clusters Score -1388644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1388664.250000 Penalty: 10865.529297
	Iteration 19Q: 3 clusters Score -1388664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1388672.500000 Penalty: 10865.529297
	Iteration 20F: 3 clusters Score -1388672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1388688.375000 Penalty: 10865.529297
	Iteration 21Q: 3 clusters Score -1388688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1388701.375000 Penalty: 10865.529297
	Iteration 22Q: 3 clusters Score -1388701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1388715.375000 Penalty: 10865.529297
	Iteration 23Q: 3 clusters Score -1388715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1388729.750000 Penalty: 10865.529297
	Iteration 24Q: 3 clusters Score -1388730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1388733.250000 Penalty: 10865.529297
	Iteration 25Q: 3 clusters Score -1388733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1388741.250000 Penalty: 10865.529297
	Iteration 26Q: 3 clusters Score -1388741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1388743.250000 Penalty: 10865.529297
	Iteration 27Q: 3 clusters Score -1388743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1388754.125000 Penalty: 10865.529297
	Iteration 28Q: 3 clusters Score -1388754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1388756.500000 Penalty: 10865.529297
	Iteration 29Q: 3 clusters Score -1388756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1388759.375000 Penalty: 10865.529297
	Iteration 30Q: 3 clusters Score -1388759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1388764.625000 Penalty: 10865.529297
	Iteration 31Q: 3 clusters Score -1388765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1388772.625000 Penalty: 10865.529297
	Iteration 32Q: 3 clusters Score -1388773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1388772.875000 Penalty: 10865.529297
	Iteration 33Q: 3 clusters Score -1388773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1388774.500000 Penalty: 10865.529297
	Iteration 34Q: 3 clusters Score -1388774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1388779.500000 Penalty: 10865.529297
	Iteration 35Q: 3 clusters Score -1388780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1388780.625000 Penalty: 10865.529297
	Iteration 36Q: 3 clusters Score -1388781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1388789.625000 Penalty: 10865.529297
	Iteration 37Q: 3 clusters Score -1388790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1388787.125000 Penalty: 10865.529297
	Iteration 38Q: 3 clusters Score -1388787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1388789.250000 Penalty: 10865.529297
	Iteration 39Q: 3 clusters Score -1388789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1388790.625000 Penalty: 10865.529297
	Iteration 40F: 3 clusters Score -1388791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1388793.375000 Penalty: 10865.529297
	Iteration 41Q: 3 clusters Score -1388793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1388793.375000 Penalty: 10865.529297
	Iteration 42F: 3 clusters Score -1388793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -203909.468750 Penalty: 4271.868164
	Iteration 0F: 2 clusters Score -203909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -199904.796875 Penalty: 8543.736328
	Iteration 0F: 3 clusters Score -199904.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -200674.093750 Penalty: 8543.736328
	Iteration 1F: 3 clusters Score -200674.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -201075.343750 Penalty: 8543.736328
	Iteration 2F: 3 clusters Score -201075.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -201370.906250 Penalty: 8543.736328
	Iteration 3Q: 3 clusters Score -201370.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -201641.421875 Penalty: 8543.736328
	Iteration 4Q: 3 clusters Score -201641.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -201748.375000 Penalty: 8543.736328
	Iteration 5Q: 3 clusters Score -201748.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -201846.671875 Penalty: 8543.736328
	Iteration 6Q: 3 clusters Score -201846.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -201956.921875 Penalty: 8543.736328
	Iteration 7Q: 3 clusters Score -201956.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -202190.234375 Penalty: 8543.736328
	Iteration 8Q: 3 clusters Score -202190.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -202549.781250 Penalty: 8543.736328
	Iteration 9Q: 3 clusters Score -202549.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -202824.656250 Penalty: 8543.736328
	Iteration 10Q: 3 clusters Score -202824.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -203202.187500 Penalty: 8543.736328
	Iteration 11Q: 3 clusters Score -203202.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -203684.640625 Penalty: 8543.736328
	Iteration 12Q: 3 clusters Score -203684.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -203738.812500 Penalty: 8543.736328
	Iteration 13Q: 3 clusters Score -203738.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -203757.812500 Penalty: 8543.736328
	Iteration 14Q: 3 clusters Score -203757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -203770.437500 Penalty: 8543.736328
	Iteration 15Q: 3 clusters Score -203770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -203791.890625 Penalty: 8543.736328
	Iteration 16Q: 3 clusters Score -203791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -203798.671875 Penalty: 8543.736328
	Iteration 17Q: 3 clusters Score -203798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -203812.390625 Penalty: 8543.736328
	Iteration 18Q: 3 clusters Score -203812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -203819.203125 Penalty: 8543.736328
	Iteration 19Q: 3 clusters Score -203819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -203821.234375 Penalty: 8543.736328
	Iteration 20F: 3 clusters Score -203821.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -192824.484375 Penalty: 4259.131836
	Iteration 0F: 2 clusters Score -192824.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -188728.843750 Penalty: 8518.263672
	Iteration 0F: 3 clusters Score -188728.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -189280.656250 Penalty: 8518.263672
	Iteration 1F: 3 clusters Score -189280.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -190166.718750 Penalty: 8518.263672
	Iteration 2F: 3 clusters Score -190166.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -190702.765625 Penalty: 8518.263672
	Iteration 3F: 3 clusters Score -190702.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -191200.718750 Penalty: 8518.263672
	Iteration 4F: 3 clusters Score -191200.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -191694.234375 Penalty: 8518.263672
	Iteration 5Q: 3 clusters Score -191694.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -192696.359375 Penalty: 8518.263672
	Iteration 6Q: 3 clusters Score -192696.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -192951.296875 Penalty: 8518.263672
	Iteration 7Q: 3 clusters Score -192951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -192965.984375 Penalty: 8518.263672
	Iteration 8Q: 3 clusters Score -192966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -192975.515625 Penalty: 8518.263672
	Iteration 9Q: 3 clusters Score -192975.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -192986.468750 Penalty: 8518.263672
	Iteration 10Q: 3 clusters Score -192986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -192996.359375 Penalty: 8518.263672
	Iteration 11Q: 3 clusters Score -192996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -193006.109375 Penalty: 8518.263672
	Iteration 12Q: 3 clusters Score -193006.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -193016.343750 Penalty: 8518.263672
	Iteration 13Q: 3 clusters Score -193016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -193024.406250 Penalty: 8518.263672
	Iteration 14Q: 3 clusters Score -193024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -193041.796875 Penalty: 8518.263672
	Iteration 15Q: 3 clusters Score -193041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -193046.562500 Penalty: 8518.263672
	Iteration 16Q: 3 clusters Score -193046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -193057.078125 Penalty: 8518.263672
	Iteration 17Q: 3 clusters Score -193057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -193085.437500 Penalty: 8518.263672
	Iteration 18Q: 3 clusters Score -193085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -193093.906250 Penalty: 8518.263672
	Iteration 19Q: 3 clusters Score -193093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -193119.625000 Penalty: 8518.263672
	Iteration 20F: 3 clusters Score -193119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -193135.140625 Penalty: 8518.263672
	Iteration 21Q: 3 clusters Score -193135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -193135.140625 Penalty: 8518.263672
	Iteration 22F: 3 clusters Score -193135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 20737 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25190 members 
Mstep: Class 8 contains 37657 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13029 members 
Mstep: Class 14 contains 60604 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12770 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 21863 members 
Mstep: Class 21 contains 23718 members 
Mstep: Class 22 contains 88418 members 
Mstep: Class 23 contains 21172 members 
Mstep: Class 24 contains 366 members 
Entering Unmasked Estep 
Score: -89411608.000000 Penalty: 191086.562500
Splitting cluster 4 changes total score from -89414824.000000 to -89411608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (20737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Entering Unmasked Estep 
Score: -4066965.500000 Penalty: 6088.050781
	Iteration 0F: 2 clusters Score -4066966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4049820.500000 Penalty: 12176.101562
	Iteration 0F: 3 clusters Score -4049820 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -4054472.750000 Penalty: 12176.101562
	Iteration 1F: 3 clusters Score -4054473 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -4055240.750000 Penalty: 12176.101562
	Iteration 2F: 3 clusters Score -4055241 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4055851.500000 Penalty: 12176.101562
	Iteration 3F: 3 clusters Score -4055852 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -4056366.000000 Penalty: 12176.101562
	Iteration 4Q: 3 clusters Score -4056366 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4056879.250000 Penalty: 12176.101562
	Iteration 5Q: 3 clusters Score -4056879 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -4057325.000000 Penalty: 12176.101562
	Iteration 6Q: 3 clusters Score -4057325 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4057710.000000 Penalty: 12176.101562
	Iteration 7Q: 3 clusters Score -4057710 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4058097.500000 Penalty: 12176.101562
	Iteration 8Q: 3 clusters Score -4058098 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4058466.500000 Penalty: 12176.101562
	Iteration 9Q: 3 clusters Score -4058466 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -4058865.250000 Penalty: 12176.101562
	Iteration 10Q: 3 clusters Score -4058865 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -4059265.000000 Penalty: 12176.101562
	Iteration 11Q: 3 clusters Score -4059265 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4059610.750000 Penalty: 12176.101562
	Iteration 12Q: 3 clusters Score -4059611 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -4059923.500000 Penalty: 12176.101562
	Iteration 13Q: 3 clusters Score -4059924 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4060202.000000 Penalty: 12176.101562
	Iteration 14Q: 3 clusters Score -4060202 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4060450.000000 Penalty: 12176.101562
	Iteration 15Q: 3 clusters Score -4060450 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4060671.750000 Penalty: 12176.101562
	Iteration 16Q: 3 clusters Score -4060672 nChanged 418
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -4060881.000000 Penalty: 12176.101562
	Iteration 17Q: 3 clusters Score -4060881 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4061063.750000 Penalty: 12176.101562
	Iteration 18Q: 3 clusters Score -4061064 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -4061183.500000 Penalty: 12176.101562
	Iteration 19Q: 3 clusters Score -4061184 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4061290.750000 Penalty: 12176.101562
	Iteration 20F: 3 clusters Score -4061291 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -4061369.250000 Penalty: 12176.101562
	Iteration 21Q: 3 clusters Score -4061369 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -4061435.500000 Penalty: 12176.101562
	Iteration 22Q: 3 clusters Score -4061436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4061501.750000 Penalty: 12176.101562
	Iteration 23Q: 3 clusters Score -4061502 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -4061540.000000 Penalty: 12176.101562
	Iteration 24Q: 3 clusters Score -4061540 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -4061595.000000 Penalty: 12176.101562
	Iteration 25Q: 3 clusters Score -4061595 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -4061644.750000 Penalty: 12176.101562
	Iteration 26Q: 3 clusters Score -4061645 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4061684 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -4061715.250000 Penalty: 12176.101562
	Iteration 28Q: 3 clusters Score -4061715 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4061741 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4061782.250000 Penalty: 12176.101562
	Iteration 30Q: 3 clusters Score -4061782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4061812.000000 Penalty: 12176.101562
	Iteration 31Q: 3 clusters Score -4061812 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4061820.500000 Penalty: 12176.101562
	Iteration 32Q: 3 clusters Score -4061820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4061848.750000 Penalty: 12176.101562
	Iteration 33Q: 3 clusters Score -4061849 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -4061857.500000 Penalty: 12176.101562
	Iteration 34Q: 3 clusters Score -4061858 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4061871.500000 Penalty: 12176.101562
	Iteration 35Q: 3 clusters Score -4061872 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4061883.250000 Penalty: 12176.101562
	Iteration 36Q: 3 clusters Score -4061883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -4061906.500000 Penalty: 12176.101562
	Iteration 37Q: 3 clusters Score -4061906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -4061923.000000 Penalty: 12176.101562
	Iteration 38Q: 3 clusters Score -4061923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4061916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4061928.250000 Penalty: 12176.101562
	Iteration 40F: 3 clusters Score -4061928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4061943.750000 Penalty: 12176.101562
	Iteration 41Q: 3 clusters Score -4061944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -4061942.750000 Penalty: 12176.101562
	Iteration 42Q: 3 clusters Score -4061943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4061951.250000 Penalty: 12176.101562
	Iteration 43Q: 3 clusters Score -4061951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4061964.000000 Penalty: 12176.101562
	Iteration 44Q: 3 clusters Score -4061964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4061967.750000 Penalty: 12176.101562
	Iteration 45Q: 3 clusters Score -4061968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -4061979.250000 Penalty: 12176.101562
	Iteration 46Q: 3 clusters Score -4061979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4061992.250000 Penalty: 12176.101562
	Iteration 47Q: 3 clusters Score -4061992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -4061993.750000 Penalty: 12176.101562
	Iteration 48Q: 3 clusters Score -4061994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4062003.000000 Penalty: 12176.101562
	Iteration 49Q: 3 clusters Score -4062003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -4062005.750000 Penalty: 12176.101562
	Iteration 50Q: 3 clusters Score -4062006 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4062003.750000 Penalty: 12176.101562
	Iteration 51Q: 3 clusters Score -4062004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4062002.500000 Penalty: 12176.101562
	Iteration 52Q: 3 clusters Score -4062002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4061999.500000 Penalty: 12176.101562
	Iteration 53Q: 3 clusters Score -4062000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -4062010.750000 Penalty: 12176.101562
	Iteration 54Q: 3 clusters Score -4062011 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4062014.750000 Penalty: 12176.101562
	Iteration 55Q: 3 clusters Score -4062015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -4062014.250000 Penalty: 12176.101562
	Iteration 56Q: 3 clusters Score -4062014 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4062011.750000 Penalty: 12176.101562
	Iteration 57Q: 3 clusters Score -4062012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4062013.500000 Penalty: 12176.101562
	Iteration 58Q: 3 clusters Score -4062014 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4062012.000000 Penalty: 12176.101562
	Iteration 59Q: 3 clusters Score -4062012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -4062023.000000 Penalty: 12176.101562
	Iteration 60F: 3 clusters Score -4062023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4062030.750000 Penalty: 12176.101562
	Iteration 61Q: 3 clusters Score -4062031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4062030.250000 Penalty: 12176.101562
	Iteration 62Q: 3 clusters Score -4062030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4062037.750000 Penalty: 12176.101562
	Iteration 63Q: 3 clusters Score -4062038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4062032.750000 Penalty: 12176.101562
	Iteration 64Q: 3 clusters Score -4062033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -4062040.500000 Penalty: 12176.101562
	Iteration 65Q: 3 clusters Score -4062040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -4062038.000000 Penalty: 12176.101562
	Iteration 66Q: 3 clusters Score -4062038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4062047.750000 Penalty: 12176.101562
	Iteration 67Q: 3 clusters Score -4062048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4062041.500000 Penalty: 12176.101562
	Iteration 68Q: 3 clusters Score -4062042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4062044.250000 Penalty: 12176.101562
	Iteration 69Q: 3 clusters Score -4062044 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -4062031.500000 Penalty: 12176.101562
	Iteration 70Q: 3 clusters Score -4062032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4062042.250000 Penalty: 12176.101562
	Iteration 71Q: 3 clusters Score -4062042 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4062046.250000 Penalty: 12176.101562
	Iteration 72Q: 3 clusters Score -4062046 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4062053.750000 Penalty: 12176.101562
	Iteration 73Q: 3 clusters Score -4062054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4062050.750000 Penalty: 12176.101562
	Iteration 74Q: 3 clusters Score -4062051 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4062052.000000 Penalty: 12176.101562
	Iteration 75Q: 3 clusters Score -4062052 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4062067 nChanged 10
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Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -4062066.750000 Penalty: 12176.101562
	Iteration 77Q: 3 clusters Score -4062067 nChanged 14
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Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -4062071.250000 Penalty: 12176.101562
	Iteration 78Q: 3 clusters Score -4062071 nChanged 11
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Score: -4062077.250000 Penalty: 12176.101562
	Iteration 79Q: 3 clusters Score -4062077 nChanged 5
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Mstep: Class 1 contains 5431 members 
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Entering Unmasked Estep 
Score: -4062076.750000 Penalty: 12176.101562
	Iteration 80F: 3 clusters Score -4062077 nChanged 5
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Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4062077 nChanged 9
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Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4062072.000000 Penalty: 12176.101562
	Iteration 82Q: 3 clusters Score -4062072 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4062077 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -4062082.750000 Penalty: 12176.101562
	Iteration 84Q: 3 clusters Score -4062083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4062091 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -4062093.500000 Penalty: 12176.101562
	Iteration 86Q: 3 clusters Score -4062094 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4062093 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4062098 nChanged 22
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	Iteration 89Q: 3 clusters Score -4062097 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
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Entering Unmasked Estep 
Score: -4062106.250000 Penalty: 12176.101562
	Iteration 90Q: 3 clusters Score -4062106 nChanged 18
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Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4062107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4062121.250000 Penalty: 12176.101562
	Iteration 92Q: 3 clusters Score -4062121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -4062119.500000 Penalty: 12176.101562
	Iteration 93Q: 3 clusters Score -4062120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -4062121.250000 Penalty: 12176.101562
	Iteration 94Q: 3 clusters Score -4062121 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5220 members 
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Entering Unmasked Estep 
Score: -4062128.500000 Penalty: 12176.101562
	Iteration 95Q: 3 clusters Score -4062128 nChanged 7
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Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -4062130.500000 Penalty: 12176.101562
	Iteration 96Q: 3 clusters Score -4062130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4062127.750000 Penalty: 12176.101562
	Iteration 97Q: 3 clusters Score -4062128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4062126.250000 Penalty: 12176.101562
	Iteration 98Q: 3 clusters Score -4062126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4062127.750000 Penalty: 12176.101562
	Iteration 99Q: 3 clusters Score -4062128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4062132.750000 Penalty: 12176.101562
	Iteration 100F: 3 clusters Score -4062133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -4062123.250000 Penalty: 12176.101562
	Iteration 101Q: 3 clusters Score -4062123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4062135.750000 Penalty: 12176.101562
	Iteration 102Q: 3 clusters Score -4062136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4062141.750000 Penalty: 12176.101562
	Iteration 103Q: 3 clusters Score -4062142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -4062131.750000 Penalty: 12176.101562
	Iteration 104Q: 3 clusters Score -4062132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4062135.000000 Penalty: 12176.101562
	Iteration 105Q: 3 clusters Score -4062135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -4062134.000000 Penalty: 12176.101562
	Iteration 106Q: 3 clusters Score -4062134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -4062134.750000 Penalty: 12176.101562
	Iteration 107Q: 3 clusters Score -4062135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4062137.750000 Penalty: 12176.101562
	Iteration 108Q: 3 clusters Score -4062138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4062132.500000 Penalty: 12176.101562
	Iteration 109Q: 3 clusters Score -4062132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4062132.500000 Penalty: 12176.101562
	Iteration 110F: 3 clusters Score -4062132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -108271.062500 Penalty: 3977.424316
	Iteration 0F: 2 clusters Score -108271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104871.906250 Penalty: 7954.848633
	Iteration 0F: 3 clusters Score -104871.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105239.812500 Penalty: 7954.848633
	Iteration 1F: 3 clusters Score -105239.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -105430.609375 Penalty: 7954.848633
	Iteration 2Q: 3 clusters Score -105430.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -105621.523438 Penalty: 7954.848633
	Iteration 3Q: 3 clusters Score -105621.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -105816.953125 Penalty: 7954.848633
	Iteration 4Q: 3 clusters Score -105817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -105927.929688 Penalty: 7954.848633
	Iteration 5Q: 3 clusters Score -105927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -105977.570312 Penalty: 7954.848633
	Iteration 6Q: 3 clusters Score -105977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -106013.851562 Penalty: 7954.848633
	Iteration 7Q: 3 clusters Score -106013.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106122.695312 Penalty: 7954.848633
	Iteration 8Q: 3 clusters Score -106122.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -106236.656250 Penalty: 7954.848633
	Iteration 9Q: 3 clusters Score -106236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -106324.898438 Penalty: 7954.848633
	Iteration 10Q: 3 clusters Score -106324.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -106484.515625 Penalty: 7954.848633
	Iteration 11Q: 3 clusters Score -106484.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -106528.367188 Penalty: 7954.848633
	Iteration 12Q: 3 clusters Score -106528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -106558.765625 Penalty: 7954.848633
	Iteration 13Q: 3 clusters Score -106558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -106628.656250 Penalty: 7954.848633
	Iteration 14Q: 3 clusters Score -106628.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106713.546875 Penalty: 7954.848633
	Iteration 15Q: 3 clusters Score -106713.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -106770.070312 Penalty: 7954.848633
	Iteration 16Q: 3 clusters Score -106770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106804.718750 Penalty: 7954.848633
	Iteration 17Q: 3 clusters Score -106804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106852.703125 Penalty: 7954.848633
	Iteration 18Q: 3 clusters Score -106852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106881.867188 Penalty: 7954.848633
	Iteration 19Q: 3 clusters Score -106881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106892.164062 Penalty: 7954.848633
	Iteration 20F: 3 clusters Score -106892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106904.921875 Penalty: 7954.848633
	Iteration 21Q: 3 clusters Score -106904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106904.921875 Penalty: 7954.848633
	Iteration 22F: 3 clusters Score -106904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Entering Unmasked Estep 
Score: -5193584.000000 Penalty: 6207.198730
	Iteration 0F: 2 clusters Score -5193584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -5173795.000000 Penalty: 12414.397461
	Iteration 0F: 3 clusters Score -5173795 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -5179472.500000 Penalty: 12414.397461
	Iteration 1F: 3 clusters Score -5179472 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -5180288.000000 Penalty: 12414.397461
	Iteration 2F: 3 clusters Score -5180288 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -5180859.000000 Penalty: 12414.397461
	Iteration 3F: 3 clusters Score -5180859 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -5181310.000000 Penalty: 12414.397461
	Iteration 4Q: 3 clusters Score -5181310 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -5181708.000000 Penalty: 12414.397461
	Iteration 5Q: 3 clusters Score -5181708 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -5182058.500000 Penalty: 12414.397461
	Iteration 6Q: 3 clusters Score -5182058 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -5182342.500000 Penalty: 12414.397461
	Iteration 7Q: 3 clusters Score -5182342 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -5182604.000000 Penalty: 12414.397461
	Iteration 8Q: 3 clusters Score -5182604 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -5182896.500000 Penalty: 12414.397461
	Iteration 9Q: 3 clusters Score -5182896 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5183187.000000 Penalty: 12414.397461
	Iteration 10Q: 3 clusters Score -5183187 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -5183489.000000 Penalty: 12414.397461
	Iteration 11Q: 3 clusters Score -5183489 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -5183872.000000 Penalty: 12414.397461
	Iteration 12Q: 3 clusters Score -5183872 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -5184249.000000 Penalty: 12414.397461
	Iteration 13Q: 3 clusters Score -5184249 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -5184643.000000 Penalty: 12414.397461
	Iteration 14Q: 3 clusters Score -5184643 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -5185069.500000 Penalty: 12414.397461
	Iteration 15Q: 3 clusters Score -5185070 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5185511.500000 Penalty: 12414.397461
	Iteration 16Q: 3 clusters Score -5185512 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -5185976.500000 Penalty: 12414.397461
	Iteration 17Q: 3 clusters Score -5185976 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5186434.500000 Penalty: 12414.397461
	Iteration 18Q: 3 clusters Score -5186434 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5186822.500000 Penalty: 12414.397461
	Iteration 19Q: 3 clusters Score -5186822 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5187186.500000 Penalty: 12414.397461
	Iteration 20F: 3 clusters Score -5187186 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5187432.000000 Penalty: 12414.397461
	Iteration 21Q: 3 clusters Score -5187432 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5187626.000000 Penalty: 12414.397461
	Iteration 22Q: 3 clusters Score -5187626 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5187799.000000 Penalty: 12414.397461
	Iteration 23Q: 3 clusters Score -5187799 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5187936.000000 Penalty: 12414.397461
	Iteration 24Q: 3 clusters Score -5187936 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5188085.500000 Penalty: 12414.397461
	Iteration 25Q: 3 clusters Score -5188086 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5188195.000000 Penalty: 12414.397461
	Iteration 26Q: 3 clusters Score -5188195 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5188302.000000 Penalty: 12414.397461
	Iteration 27Q: 3 clusters Score -5188302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5188376.500000 Penalty: 12414.397461
	Iteration 28Q: 3 clusters Score -5188376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5188405.500000 Penalty: 12414.397461
	Iteration 29Q: 3 clusters Score -5188406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5188433.000000 Penalty: 12414.397461
	Iteration 30Q: 3 clusters Score -5188433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5188444.000000 Penalty: 12414.397461
	Iteration 31Q: 3 clusters Score -5188444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5188470.000000 Penalty: 12414.397461
	Iteration 32Q: 3 clusters Score -5188470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5188480.500000 Penalty: 12414.397461
	Iteration 33Q: 3 clusters Score -5188480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5188499.500000 Penalty: 12414.397461
	Iteration 34Q: 3 clusters Score -5188500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5188507.500000 Penalty: 12414.397461
	Iteration 35Q: 3 clusters Score -5188508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5188513.500000 Penalty: 12414.397461
	Iteration 36Q: 3 clusters Score -5188514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5188518.000000 Penalty: 12414.397461
	Iteration 37Q: 3 clusters Score -5188518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5188524.500000 Penalty: 12414.397461
	Iteration 38Q: 3 clusters Score -5188524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5188528.000000 Penalty: 12414.397461
	Iteration 39Q: 3 clusters Score -5188528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5188535.000000 Penalty: 12414.397461
	Iteration 40F: 3 clusters Score -5188535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5188547.000000 Penalty: 12414.397461
	Iteration 41Q: 3 clusters Score -5188547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5188547.000000 Penalty: 12414.397461
	Iteration 42Q: 3 clusters Score -5188547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5188548.500000 Penalty: 12414.397461
	Iteration 43Q: 3 clusters Score -5188548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5188549.000000 Penalty: 12414.397461
	Iteration 44Q: 3 clusters Score -5188549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5188544.500000 Penalty: 12414.397461
	Iteration 45Q: 3 clusters Score -5188544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5188543.000000 Penalty: 12414.397461
	Iteration 46Q: 3 clusters Score -5188543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5188542.000000 Penalty: 12414.397461
	Iteration 47Q: 3 clusters Score -5188542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5188542.000000 Penalty: 12414.397461
	Iteration 48F: 3 clusters Score -5188542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Entering Unmasked Estep 
Score: -7797840.500000 Penalty: 6453.467773
	Iteration 0F: 2 clusters Score -7797840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -7770195.000000 Penalty: 12906.935547
	Iteration 0F: 3 clusters Score -7770195 nChanged 16141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -7778599.500000 Penalty: 12906.935547
	Iteration 1F: 3 clusters Score -7778600 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -7779520.000000 Penalty: 12906.935547
	Iteration 2F: 3 clusters Score -7779520 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -7780261.500000 Penalty: 12906.935547
	Iteration 3Q: 3 clusters Score -7780262 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -7780868.000000 Penalty: 12906.935547
	Iteration 4Q: 3 clusters Score -7780868 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -7781464.000000 Penalty: 12906.935547
	Iteration 5Q: 3 clusters Score -7781464 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -7782035.000000 Penalty: 12906.935547
	Iteration 6Q: 3 clusters Score -7782035 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -7782616.500000 Penalty: 12906.935547
	Iteration 7Q: 3 clusters Score -7782616 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -7783353.500000 Penalty: 12906.935547
	Iteration 8Q: 3 clusters Score -7783354 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -7784152.500000 Penalty: 12906.935547
	Iteration 9Q: 3 clusters Score -7784152 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -7785121.000000 Penalty: 12906.935547
	Iteration 10Q: 3 clusters Score -7785121 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -7786199.000000 Penalty: 12906.935547
	Iteration 11Q: 3 clusters Score -7786199 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -7787286.500000 Penalty: 12906.935547
	Iteration 12Q: 3 clusters Score -7787286 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -7788386.000000 Penalty: 12906.935547
	Iteration 13Q: 3 clusters Score -7788386 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -7789415.500000 Penalty: 12906.935547
	Iteration 14Q: 3 clusters Score -7789416 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -7790242.000000 Penalty: 12906.935547
	Iteration 15Q: 3 clusters Score -7790242 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -7790830.000000 Penalty: 12906.935547
	Iteration 16Q: 3 clusters Score -7790830 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -7791312.500000 Penalty: 12906.935547
	Iteration 17Q: 3 clusters Score -7791312 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -7791665.000000 Penalty: 12906.935547
	Iteration 18Q: 3 clusters Score -7791665 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -7791959.500000 Penalty: 12906.935547
	Iteration 19Q: 3 clusters Score -7791960 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -7792199.000000 Penalty: 12906.935547
	Iteration 20F: 3 clusters Score -7792199 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -7792366.000000 Penalty: 12906.935547
	Iteration 21Q: 3 clusters Score -7792366 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7792438.000000 Penalty: 12906.935547
	Iteration 22Q: 3 clusters Score -7792438 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7792531.500000 Penalty: 12906.935547
	Iteration 23Q: 3 clusters Score -7792532 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7792615.000000 Penalty: 12906.935547
	Iteration 24Q: 3 clusters Score -7792615 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -7792674.000000 Penalty: 12906.935547
	Iteration 25Q: 3 clusters Score -7792674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -7792713.000000 Penalty: 12906.935547
	Iteration 26Q: 3 clusters Score -7792713 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7792770.500000 Penalty: 12906.935547
	Iteration 27Q: 3 clusters Score -7792770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -7792804.000000 Penalty: 12906.935547
	Iteration 28Q: 3 clusters Score -7792804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -7792837.500000 Penalty: 12906.935547
	Iteration 29Q: 3 clusters Score -7792838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -7792867.500000 Penalty: 12906.935547
	Iteration 30Q: 3 clusters Score -7792868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -7792874.000000 Penalty: 12906.935547
	Iteration 31Q: 3 clusters Score -7792874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7792896.000000 Penalty: 12906.935547
	Iteration 32Q: 3 clusters Score -7792896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -7792879.000000 Penalty: 12906.935547
	Iteration 33Q: 3 clusters Score -7792879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7792893.500000 Penalty: 12906.935547
	Iteration 34Q: 3 clusters Score -7792894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7792911.000000 Penalty: 12906.935547
	Iteration 35Q: 3 clusters Score -7792911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -7792910.500000 Penalty: 12906.935547
	Iteration 36Q: 3 clusters Score -7792910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -7792923.500000 Penalty: 12906.935547
	Iteration 37Q: 3 clusters Score -7792924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7792920.000000 Penalty: 12906.935547
	Iteration 38Q: 3 clusters Score -7792920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -7792924.500000 Penalty: 12906.935547
	Iteration 39Q: 3 clusters Score -7792924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -7792936.000000 Penalty: 12906.935547
	Iteration 40F: 3 clusters Score -7792936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -7792944.500000 Penalty: 12906.935547
	Iteration 41Q: 3 clusters Score -7792944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -7792953.000000 Penalty: 12906.935547
	Iteration 42Q: 3 clusters Score -7792953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7792955.500000 Penalty: 12906.935547
	Iteration 43Q: 3 clusters Score -7792956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -7792956.500000 Penalty: 12906.935547
	Iteration 44Q: 3 clusters Score -7792956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -7792987.000000 Penalty: 12906.935547
	Iteration 45Q: 3 clusters Score -7792987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7792990.500000 Penalty: 12906.935547
	Iteration 46Q: 3 clusters Score -7792990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7793006.500000 Penalty: 12906.935547
	Iteration 47Q: 3 clusters Score -7793006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7793015.500000 Penalty: 12906.935547
	Iteration 48Q: 3 clusters Score -7793016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7793015.500000 Penalty: 12906.935547
	Iteration 49Q: 3 clusters Score -7793016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7793021.500000 Penalty: 12906.935547
	Iteration 50Q: 3 clusters Score -7793022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -7793042.000000 Penalty: 12906.935547
	Iteration 51Q: 3 clusters Score -7793042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -7793051.500000 Penalty: 12906.935547
	Iteration 52Q: 3 clusters Score -7793052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7793051.000000 Penalty: 12906.935547
	Iteration 53Q: 3 clusters Score -7793051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7793055.500000 Penalty: 12906.935547
	Iteration 54Q: 3 clusters Score -7793056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7793054.500000 Penalty: 12906.935547
	Iteration 55Q: 3 clusters Score -7793054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7793055.500000 Penalty: 12906.935547
	Iteration 56Q: 3 clusters Score -7793056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7793064.000000 Penalty: 12906.935547
	Iteration 57Q: 3 clusters Score -7793064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7793064.000000 Penalty: 12906.935547
	Iteration 58Q: 3 clusters Score -7793064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7793057.000000 Penalty: 12906.935547
	Iteration 59Q: 3 clusters Score -7793057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7793063.000000 Penalty: 12906.935547
	Iteration 60F: 3 clusters Score -7793063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -7793063.500000 Penalty: 12906.935547
	Iteration 61Q: 3 clusters Score -7793064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -7793073.000000 Penalty: 12906.935547
	Iteration 62Q: 3 clusters Score -7793073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -7793070.000000 Penalty: 12906.935547
	Iteration 63Q: 3 clusters Score -7793070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7793078.000000 Penalty: 12906.935547
	Iteration 64Q: 3 clusters Score -7793078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -7793085.000000 Penalty: 12906.935547
	Iteration 65Q: 3 clusters Score -7793085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7793090.500000 Penalty: 12906.935547
	Iteration 66Q: 3 clusters Score -7793090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7793100.000000 Penalty: 12906.935547
	Iteration 67Q: 3 clusters Score -7793100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7793105.500000 Penalty: 12906.935547
	Iteration 68Q: 3 clusters Score -7793106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7793108.500000 Penalty: 12906.935547
	Iteration 69Q: 3 clusters Score -7793108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7793117.000000 Penalty: 12906.935547
	Iteration 70Q: 3 clusters Score -7793117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7793128.500000 Penalty: 12906.935547
	Iteration 71Q: 3 clusters Score -7793128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7793148.000000 Penalty: 12906.935547
	Iteration 72Q: 3 clusters Score -7793148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7793148.500000 Penalty: 12906.935547
	Iteration 73Q: 3 clusters Score -7793148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7793149.000000 Penalty: 12906.935547
	Iteration 74Q: 3 clusters Score -7793149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7793174.500000 Penalty: 12906.935547
	Iteration 75Q: 3 clusters Score -7793174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7793171.000000 Penalty: 12906.935547
	Iteration 76Q: 3 clusters Score -7793171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -7793177.000000 Penalty: 12906.935547
	Iteration 77Q: 3 clusters Score -7793177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7793176.500000 Penalty: 12906.935547
	Iteration 78Q: 3 clusters Score -7793176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7793168.500000 Penalty: 12906.935547
	Iteration 79Q: 3 clusters Score -7793168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7793163.000000 Penalty: 12906.935547
	Iteration 80F: 3 clusters Score -7793163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7793163.500000 Penalty: 12906.935547
	Iteration 81Q: 3 clusters Score -7793164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7793162.500000 Penalty: 12906.935547
	Iteration 82Q: 3 clusters Score -7793162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7793172.000000 Penalty: 12906.935547
	Iteration 83Q: 3 clusters Score -7793172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7793178.500000 Penalty: 12906.935547
	Iteration 84Q: 3 clusters Score -7793178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7793172.000000 Penalty: 12906.935547
	Iteration 85Q: 3 clusters Score -7793172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7793170.000000 Penalty: 12906.935547
	Iteration 86Q: 3 clusters Score -7793170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7793169.500000 Penalty: 12906.935547
	Iteration 87Q: 3 clusters Score -7793170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7793172.500000 Penalty: 12906.935547
	Iteration 88Q: 3 clusters Score -7793172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7793180.500000 Penalty: 12906.935547
	Iteration 89Q: 3 clusters Score -7793180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7793181.000000 Penalty: 12906.935547
	Iteration 90Q: 3 clusters Score -7793181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7793177.500000 Penalty: 12906.935547
	Iteration 91Q: 3 clusters Score -7793178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7793177.500000 Penalty: 12906.935547
	Iteration 92F: 3 clusters Score -7793178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -111393.234375 Penalty: 3890.985352
	Iteration 0F: 2 clusters Score -111393.2 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 293 members 
Entering Unmasked Estep 
Score: -107881.703125 Penalty: 7781.970703
	Iteration 0F: 3 clusters Score -107881.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -108105.523438 Penalty: 7781.970703
	Iteration 1F: 3 clusters Score -108105.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -108159.445312 Penalty: 7781.970703
	Iteration 2Q: 3 clusters Score -108159.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -108216.539062 Penalty: 7781.970703
	Iteration 3Q: 3 clusters Score -108216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108240.968750 Penalty: 7781.970703
	Iteration 4Q: 3 clusters Score -108241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -108260.507812 Penalty: 7781.970703
	Iteration 5Q: 3 clusters Score -108260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108267.296875 Penalty: 7781.970703
	Iteration 6Q: 3 clusters Score -108267.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -108277.671875 Penalty: 7781.970703
	Iteration 7Q: 3 clusters Score -108277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -108289.179688 Penalty: 7781.970703
	Iteration 8Q: 3 clusters Score -108289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -108296.375000 Penalty: 7781.970703
	Iteration 9Q: 3 clusters Score -108296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -108302.539062 Penalty: 7781.970703
	Iteration 10Q: 3 clusters Score -108302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -108314.578125 Penalty: 7781.970703
	Iteration 11Q: 3 clusters Score -108314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -108322.406250 Penalty: 7781.970703
	Iteration 12Q: 3 clusters Score -108322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -108322.406250 Penalty: 7781.970703
	Iteration 13F: 3 clusters Score -108322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -81819.296875 Penalty: 3763.313721
	Iteration 0F: 2 clusters Score -81819.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78527.828125 Penalty: 7526.627441
	Iteration 0F: 3 clusters Score -78527.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78695.398438 Penalty: 7526.627441
	Iteration 1F: 3 clusters Score -78695.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78746.695312 Penalty: 7526.627441
	Iteration 2Q: 3 clusters Score -78746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78780.539062 Penalty: 7526.627441
	Iteration 3Q: 3 clusters Score -78780.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78780.539062 Penalty: 7526.627441
	Iteration 4F: 3 clusters Score -78780.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Entering Unmasked Estep 
Score: -1381156.500000 Penalty: 5415.741211
	Iteration 0F: 2 clusters Score -1381156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1372815.125000 Penalty: 10831.482422
	Iteration 0F: 3 clusters Score -1372815 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1374316.625000 Penalty: 10831.482422
	Iteration 1F: 3 clusters Score -1374317 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1374652.375000 Penalty: 10831.482422
	Iteration 2F: 3 clusters Score -1374652 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1374833.250000 Penalty: 10831.482422
	Iteration 3Q: 3 clusters Score -1374833 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1374943.875000 Penalty: 10831.482422
	Iteration 4Q: 3 clusters Score -1374944 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1375021.750000 Penalty: 10831.482422
	Iteration 5Q: 3 clusters Score -1375022 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1375068.375000 Penalty: 10831.482422
	Iteration 6Q: 3 clusters Score -1375068 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1375111.500000 Penalty: 10831.482422
	Iteration 7Q: 3 clusters Score -1375112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1375134.625000 Penalty: 10831.482422
	Iteration 8Q: 3 clusters Score -1375135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1375152.250000 Penalty: 10831.482422
	Iteration 9Q: 3 clusters Score -1375152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1375161.000000 Penalty: 10831.482422
	Iteration 10Q: 3 clusters Score -1375161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1375170.750000 Penalty: 10831.482422
	Iteration 11Q: 3 clusters Score -1375171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1375178.500000 Penalty: 10831.482422
	Iteration 12Q: 3 clusters Score -1375178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1375181.375000 Penalty: 10831.482422
	Iteration 13Q: 3 clusters Score -1375181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1375187.000000 Penalty: 10831.482422
	Iteration 14Q: 3 clusters Score -1375187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1375189.875000 Penalty: 10831.482422
	Iteration 15Q: 3 clusters Score -1375190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1375195.875000 Penalty: 10831.482422
	Iteration 16Q: 3 clusters Score -1375196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1375200.750000 Penalty: 10831.482422
	Iteration 17Q: 3 clusters Score -1375201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1375210.125000 Penalty: 10831.482422
	Iteration 18Q: 3 clusters Score -1375210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1375216.375000 Penalty: 10831.482422
	Iteration 19Q: 3 clusters Score -1375216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1375219.000000 Penalty: 10831.482422
	Iteration 20F: 3 clusters Score -1375219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1375219.500000 Penalty: 10831.482422
	Iteration 21Q: 3 clusters Score -1375220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1375222.000000 Penalty: 10831.482422
	Iteration 22Q: 3 clusters Score -1375222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1375222.375000 Penalty: 10831.482422
	Iteration 23Q: 3 clusters Score -1375222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1375222.875000 Penalty: 10831.482422
	Iteration 24Q: 3 clusters Score -1375223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1375224.625000 Penalty: 10831.482422
	Iteration 25Q: 3 clusters Score -1375225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1375225.500000 Penalty: 10831.482422
	Iteration 26Q: 3 clusters Score -1375226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1375227.125000 Penalty: 10831.482422
	Iteration 27Q: 3 clusters Score -1375227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1375227.125000 Penalty: 10831.482422
	Iteration 28F: 3 clusters Score -1375227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -167377.062500 Penalty: 4197.645508
	Iteration 0F: 2 clusters Score -167377.1 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 455 members 
Entering Unmasked Estep 
Score: -163339.562500 Penalty: 8395.291016
	Iteration 0F: 3 clusters Score -163339.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -163922.296875 Penalty: 8395.291016
	Iteration 1F: 3 clusters Score -163922.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -164734.578125 Penalty: 8395.291016
	Iteration 2F: 3 clusters Score -164734.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -165707.343750 Penalty: 8395.291016
	Iteration 3F: 3 clusters Score -165707.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -166174.531250 Penalty: 8395.291016
	Iteration 4F: 3 clusters Score -166174.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -166489.250000 Penalty: 8395.291016
	Iteration 5Q: 3 clusters Score -166489.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -166756.640625 Penalty: 8395.291016
	Iteration 6Q: 3 clusters Score -166756.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -166952.953125 Penalty: 8395.291016
	Iteration 7Q: 3 clusters Score -166953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -167148.359375 Penalty: 8395.291016
	Iteration 8Q: 3 clusters Score -167148.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -167367.140625 Penalty: 8395.291016
	Iteration 9Q: 3 clusters Score -167367.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -167611.093750 Penalty: 8395.291016
	Iteration 10Q: 3 clusters Score -167611.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -167873.875000 Penalty: 8395.291016
	Iteration 11Q: 3 clusters Score -167873.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -167960.046875 Penalty: 8395.291016
	Iteration 12Q: 3 clusters Score -167960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -168122.046875 Penalty: 8395.291016
	Iteration 13Q: 3 clusters Score -168122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -168168.734375 Penalty: 8395.291016
	Iteration 14Q: 3 clusters Score -168168.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -168199.046875 Penalty: 8395.291016
	Iteration 15Q: 3 clusters Score -168199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -168212.718750 Penalty: 8395.291016
	Iteration 16Q: 3 clusters Score -168212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -168212.718750 Penalty: 8395.291016
	Iteration 17F: 3 clusters Score -168212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20737 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25190 members 
Mstep: Class 8 contains 37657 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 13029 members 
Mstep: Class 14 contains 60604 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12770 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 21863 members 
Mstep: Class 21 contains 23718 members 
Mstep: Class 22 contains 88418 members 
Mstep: Class 23 contains 21172 members 
Mstep: Class 24 contains 686 members 
Entering Unmasked Estep 
Score: -89412008.000000 Penalty: 191086.562500
Splitting cluster 12 changes total score from -89414824.000000 to -89412008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (13029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Entering Unmasked Estep 
Score: -2635842.000000 Penalty: 5803.396484
	Iteration 0F: 2 clusters Score -2635842 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 6601 members 
Entering Unmasked Estep 
Score: -2623751.000000 Penalty: 11606.792969
	Iteration 0F: 3 clusters Score -2623751 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2626791.500000 Penalty: 11606.792969
	Iteration 1F: 3 clusters Score -2626792 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2627706.750000 Penalty: 11606.792969
	Iteration 2F: 3 clusters Score -2627707 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2628402.500000 Penalty: 11606.792969
	Iteration 3F: 3 clusters Score -2628402 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2628931.250000 Penalty: 11606.792969
	Iteration 4F: 3 clusters Score -2628931 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2629349.500000 Penalty: 11606.792969
	Iteration 5F: 3 clusters Score -2629350 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2629704.750000 Penalty: 11606.792969
	Iteration 6Q: 3 clusters Score -2629705 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2630048.750000 Penalty: 11606.792969
	Iteration 7Q: 3 clusters Score -2630049 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2630417.000000 Penalty: 11606.792969
	Iteration 8Q: 3 clusters Score -2630417 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2630782.750000 Penalty: 11606.792969
	Iteration 9Q: 3 clusters Score -2630783 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2631127.250000 Penalty: 11606.792969
	Iteration 10Q: 3 clusters Score -2631127 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2631468.250000 Penalty: 11606.792969
	Iteration 11Q: 3 clusters Score -2631468 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2631726.000000 Penalty: 11606.792969
	Iteration 12Q: 3 clusters Score -2631726 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2631928.500000 Penalty: 11606.792969
	Iteration 13Q: 3 clusters Score -2631928 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2632087.500000 Penalty: 11606.792969
	Iteration 14Q: 3 clusters Score -2632088 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2632217.000000 Penalty: 11606.792969
	Iteration 15Q: 3 clusters Score -2632217 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2632303.000000 Penalty: 11606.792969
	Iteration 16Q: 3 clusters Score -2632303 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2632360.000000 Penalty: 11606.792969
	Iteration 17Q: 3 clusters Score -2632360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2632417.750000 Penalty: 11606.792969
	Iteration 18Q: 3 clusters Score -2632418 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2632451.500000 Penalty: 11606.792969
	Iteration 19Q: 3 clusters Score -2632452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2632474.250000 Penalty: 11606.792969
	Iteration 20F: 3 clusters Score -2632474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2632497.500000 Penalty: 11606.792969
	Iteration 21Q: 3 clusters Score -2632498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2632514.250000 Penalty: 11606.792969
	Iteration 22Q: 3 clusters Score -2632514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2632528.000000 Penalty: 11606.792969
	Iteration 23Q: 3 clusters Score -2632528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2632547.250000 Penalty: 11606.792969
	Iteration 24Q: 3 clusters Score -2632547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2632558.750000 Penalty: 11606.792969
	Iteration 25Q: 3 clusters Score -2632559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2632578.250000 Penalty: 11606.792969
	Iteration 26Q: 3 clusters Score -2632578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2632598.500000 Penalty: 11606.792969
	Iteration 27Q: 3 clusters Score -2632598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2632615.000000 Penalty: 11606.792969
	Iteration 28Q: 3 clusters Score -2632615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2632622.000000 Penalty: 11606.792969
	Iteration 29Q: 3 clusters Score -2632622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2632633.500000 Penalty: 11606.792969
	Iteration 30Q: 3 clusters Score -2632634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2632631.750000 Penalty: 11606.792969
	Iteration 31Q: 3 clusters Score -2632632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2632637.750000 Penalty: 11606.792969
	Iteration 32Q: 3 clusters Score -2632638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2632637.500000 Penalty: 11606.792969
	Iteration 33Q: 3 clusters Score -2632638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2632639.250000 Penalty: 11606.792969
	Iteration 34Q: 3 clusters Score -2632639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2632645.750000 Penalty: 11606.792969
	Iteration 35Q: 3 clusters Score -2632646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2632647.750000 Penalty: 11606.792969
	Iteration 36Q: 3 clusters Score -2632648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2632650.500000 Penalty: 11606.792969
	Iteration 37Q: 3 clusters Score -2632650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2632650.500000 Penalty: 11606.792969
	Iteration 38F: 3 clusters Score -2632650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Entering Unmasked Estep 
Score: -12532587.000000 Penalty: 6744.921387
	Iteration 0F: 2 clusters Score -1.253259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -12489777.000000 Penalty: 13489.842773
	Iteration 0F: 3 clusters Score -1.248978e+07 nChanged 27042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -12504329.000000 Penalty: 13489.842773
	Iteration 1F: 3 clusters Score -1.250433e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -12505103.000000 Penalty: 13489.842773
	Iteration 2Q: 3 clusters Score -1.25051e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -12505818.000000 Penalty: 13489.842773
	Iteration 3Q: 3 clusters Score -1.250582e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -12506521.000000 Penalty: 13489.842773
	Iteration 4Q: 3 clusters Score -1.250652e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -12507220.000000 Penalty: 13489.842773
	Iteration 5Q: 3 clusters Score -1.250722e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -12508012.000000 Penalty: 13489.842773
	Iteration 6Q: 3 clusters Score -1.250801e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -12509012.000000 Penalty: 13489.842773
	Iteration 7Q: 3 clusters Score -1.250901e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -12510448.000000 Penalty: 13489.842773
	Iteration 8Q: 3 clusters Score -1.251045e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -12512373.000000 Penalty: 13489.842773
	Iteration 9F: 3 clusters Score -1.251237e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -12514905.000000 Penalty: 13489.842773
	Iteration 10F: 3 clusters Score -1.25149e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -12517742.000000 Penalty: 13489.842773
	Iteration 11F: 3 clusters Score -1.251774e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -12520594.000000 Penalty: 13489.842773
	Iteration 12F: 3 clusters Score -1.252059e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -12522783.000000 Penalty: 13489.842773
	Iteration 13Q: 3 clusters Score -1.252278e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -12524364.000000 Penalty: 13489.842773
	Iteration 14Q: 3 clusters Score -1.252436e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -12525332.000000 Penalty: 13489.842773
	Iteration 15Q: 3 clusters Score -1.252533e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -12525851.000000 Penalty: 13489.842773
	Iteration 16Q: 3 clusters Score -1.252585e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -12526134.000000 Penalty: 13489.842773
	Iteration 17Q: 3 clusters Score -1.252613e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -12526278.000000 Penalty: 13489.842773
	Iteration 18Q: 3 clusters Score -1.252628e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -12526366.000000 Penalty: 13489.842773
	Iteration 19Q: 3 clusters Score -1.252637e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -12526444.000000 Penalty: 13489.842773
	Iteration 20F: 3 clusters Score -1.252644e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -12526490.000000 Penalty: 13489.842773
	Iteration 21Q: 3 clusters Score -1.252649e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -12526522.000000 Penalty: 13489.842773
	Iteration 22Q: 3 clusters Score -1.252652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -12526542.000000 Penalty: 13489.842773
	Iteration 23Q: 3 clusters Score -1.252654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -12526596.000000 Penalty: 13489.842773
	Iteration 24Q: 3 clusters Score -1.25266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -12526598.000000 Penalty: 13489.842773
	Iteration 25Q: 3 clusters Score -1.25266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -12526632.000000 Penalty: 13489.842773
	Iteration 26Q: 3 clusters Score -1.252663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -12526631.000000 Penalty: 13489.842773
	Iteration 27Q: 3 clusters Score -1.252663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -12526653.000000 Penalty: 13489.842773
	Iteration 28Q: 3 clusters Score -1.252665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -12526651.000000 Penalty: 13489.842773
	Iteration 29Q: 3 clusters Score -1.252665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -12526670.000000 Penalty: 13489.842773
	Iteration 30Q: 3 clusters Score -1.252667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -12526678.000000 Penalty: 13489.842773
	Iteration 31Q: 3 clusters Score -1.252668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -12526695.000000 Penalty: 13489.842773
	Iteration 32Q: 3 clusters Score -1.25267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 59963 members 
Entering Unmasked Estep 
Score: -12526694.000000 Penalty: 13489.842773
	Iteration 33Q: 3 clusters Score -1.252669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -12526697.000000 Penalty: 13489.842773
	Iteration 34Q: 3 clusters Score -1.25267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -12526698.000000 Penalty: 13489.842773
	Iteration 35Q: 3 clusters Score -1.25267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -12526712.000000 Penalty: 13489.842773
	Iteration 36Q: 3 clusters Score -1.252671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -12526717.000000 Penalty: 13489.842773
	Iteration 37Q: 3 clusters Score -1.252672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -12526718.000000 Penalty: 13489.842773
	Iteration 38Q: 3 clusters Score -1.252672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -12526731.000000 Penalty: 13489.842773
	Iteration 39Q: 3 clusters Score -1.252673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -12526732.000000 Penalty: 13489.842773
	Iteration 40F: 3 clusters Score -1.252673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -12526745.000000 Penalty: 13489.842773
	Iteration 41Q: 3 clusters Score -1.252674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -12526745.000000 Penalty: 13489.842773
	Iteration 42Q: 3 clusters Score -1.252674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -12526743.000000 Penalty: 13489.842773
	Iteration 43Q: 3 clusters Score -1.252674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -12526751.000000 Penalty: 13489.842773
	Iteration 44Q: 3 clusters Score -1.252675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -12526751.000000 Penalty: 13489.842773
	Iteration 45Q: 3 clusters Score -1.252675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -12526746.000000 Penalty: 13489.842773
	Iteration 46Q: 3 clusters Score -1.252675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -12526751.000000 Penalty: 13489.842773
	Iteration 47Q: 3 clusters Score -1.252675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -12526760.000000 Penalty: 13489.842773
	Iteration 48Q: 3 clusters Score -1.252676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -12526760.000000 Penalty: 13489.842773
	Iteration 49F: 3 clusters Score -1.252676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -166758.312500 Penalty: 4200.227051
	Iteration 0F: 2 clusters Score -166758.3 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 483 members 
Entering Unmasked Estep 
Score: -163035.875000 Penalty: 8400.454102
	Iteration 0F: 3 clusters Score -163035.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -163621.671875 Penalty: 8400.454102
	Iteration 1F: 3 clusters Score -163621.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -163877.375000 Penalty: 8400.454102
	Iteration 2F: 3 clusters Score -163877.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -164044.843750 Penalty: 8400.454102
	Iteration 3Q: 3 clusters Score -164044.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -164163.359375 Penalty: 8400.454102
	Iteration 4Q: 3 clusters Score -164163.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -164321.140625 Penalty: 8400.454102
	Iteration 5Q: 3 clusters Score -164321.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -164419.250000 Penalty: 8400.454102
	Iteration 6Q: 3 clusters Score -164419.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -164532.828125 Penalty: 8400.454102
	Iteration 7Q: 3 clusters Score -164532.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -164719.828125 Penalty: 8400.454102
	Iteration 8Q: 3 clusters Score -164719.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -164787.843750 Penalty: 8400.454102
	Iteration 9Q: 3 clusters Score -164787.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -164843.250000 Penalty: 8400.454102
	Iteration 10Q: 3 clusters Score -164843.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -164908.546875 Penalty: 8400.454102
	Iteration 11Q: 3 clusters Score -164908.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -164964.078125 Penalty: 8400.454102
	Iteration 12Q: 3 clusters Score -164964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165005.390625 Penalty: 8400.454102
	Iteration 13Q: 3 clusters Score -165005.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -165040.546875 Penalty: 8400.454102
	Iteration 14Q: 3 clusters Score -165040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165043.718750 Penalty: 8400.454102
	Iteration 15Q: 3 clusters Score -165043.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165058.156250 Penalty: 8400.454102
	Iteration 16F: 3 clusters Score -165058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -165094.062500 Penalty: 8400.454102
	Iteration 17Q: 3 clusters Score -165094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -165119.265625 Penalty: 8400.454102
	Iteration 18Q: 3 clusters Score -165119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -165153.859375 Penalty: 8400.454102
	Iteration 19Q: 3 clusters Score -165153.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -165182.046875 Penalty: 8400.454102
	Iteration 20F: 3 clusters Score -165182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -165197.093750 Penalty: 8400.454102
	Iteration 21Q: 3 clusters Score -165197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165231.812500 Penalty: 8400.454102
	Iteration 22Q: 3 clusters Score -165231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -165301.093750 Penalty: 8400.454102
	Iteration 23Q: 3 clusters Score -165301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -165391.953125 Penalty: 8400.454102
	Iteration 24Q: 3 clusters Score -165392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165477.250000 Penalty: 8400.454102
	Iteration 25Q: 3 clusters Score -165477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165491.765625 Penalty: 8400.454102
	Iteration 26Q: 3 clusters Score -165491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165491.765625 Penalty: 8400.454102
	Iteration 27F: 3 clusters Score -165491.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Entering Unmasked Estep 
Score: -2572969.750000 Penalty: 5791.098145
	Iteration 0F: 2 clusters Score -2572970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2560997.500000 Penalty: 11582.196289
	Iteration 0F: 3 clusters Score -2560998 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2563767.000000 Penalty: 11582.196289
	Iteration 1F: 3 clusters Score -2563767 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2564294.750000 Penalty: 11582.196289
	Iteration 2F: 3 clusters Score -2564295 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2564627.250000 Penalty: 11582.196289
	Iteration 3Q: 3 clusters Score -2564627 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2564880.000000 Penalty: 11582.196289
	Iteration 4Q: 3 clusters Score -2564880 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2565094.500000 Penalty: 11582.196289
	Iteration 5Q: 3 clusters Score -2565094 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2565266.500000 Penalty: 11582.196289
	Iteration 6Q: 3 clusters Score -2565266 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2565412.250000 Penalty: 11582.196289
	Iteration 7Q: 3 clusters Score -2565412 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2565577.250000 Penalty: 11582.196289
	Iteration 8Q: 3 clusters Score -2565577 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2565751.750000 Penalty: 11582.196289
	Iteration 9Q: 3 clusters Score -2565752 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2565925.250000 Penalty: 11582.196289
	Iteration 10Q: 3 clusters Score -2565925 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2566121.750000 Penalty: 11582.196289
	Iteration 11Q: 3 clusters Score -2566122 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2566345.500000 Penalty: 11582.196289
	Iteration 12Q: 3 clusters Score -2566346 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2566549.000000 Penalty: 11582.196289
	Iteration 13Q: 3 clusters Score -2566549 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2566724.000000 Penalty: 11582.196289
	Iteration 14Q: 3 clusters Score -2566724 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2566900.500000 Penalty: 11582.196289
	Iteration 15Q: 3 clusters Score -2566900 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2567045.250000 Penalty: 11582.196289
	Iteration 16Q: 3 clusters Score -2567045 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2567181.750000 Penalty: 11582.196289
	Iteration 17Q: 3 clusters Score -2567182 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2567287.000000 Penalty: 11582.196289
	Iteration 18Q: 3 clusters Score -2567287 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2567393.750000 Penalty: 11582.196289
	Iteration 19Q: 3 clusters Score -2567394 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2567489.000000 Penalty: 11582.196289
	Iteration 20F: 3 clusters Score -2567489 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2567558.000000 Penalty: 11582.196289
	Iteration 21Q: 3 clusters Score -2567558 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2567604.250000 Penalty: 11582.196289
	Iteration 22Q: 3 clusters Score -2567604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2567630.000000 Penalty: 11582.196289
	Iteration 23Q: 3 clusters Score -2567630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2567666.250000 Penalty: 11582.196289
	Iteration 24Q: 3 clusters Score -2567666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2567702.500000 Penalty: 11582.196289
	Iteration 25Q: 3 clusters Score -2567702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2567734.250000 Penalty: 11582.196289
	Iteration 26Q: 3 clusters Score -2567734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2567757.750000 Penalty: 11582.196289
	Iteration 27Q: 3 clusters Score -2567758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2567782.500000 Penalty: 11582.196289
	Iteration 28Q: 3 clusters Score -2567782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2567806.500000 Penalty: 11582.196289
	Iteration 29Q: 3 clusters Score -2567806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2567824.000000 Penalty: 11582.196289
	Iteration 30Q: 3 clusters Score -2567824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2567847.250000 Penalty: 11582.196289
	Iteration 31Q: 3 clusters Score -2567847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2567860.750000 Penalty: 11582.196289
	Iteration 32Q: 3 clusters Score -2567861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2567886.000000 Penalty: 11582.196289
	Iteration 33Q: 3 clusters Score -2567886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2567910.250000 Penalty: 11582.196289
	Iteration 34Q: 3 clusters Score -2567910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2567914.500000 Penalty: 11582.196289
	Iteration 35Q: 3 clusters Score -2567914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2567935.250000 Penalty: 11582.196289
	Iteration 36Q: 3 clusters Score -2567935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2567961.000000 Penalty: 11582.196289
	Iteration 37Q: 3 clusters Score -2567961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2567985.500000 Penalty: 11582.196289
	Iteration 38Q: 3 clusters Score -2567986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2568009.750000 Penalty: 11582.196289
	Iteration 39Q: 3 clusters Score -2568010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2568031.250000 Penalty: 11582.196289
	Iteration 40F: 3 clusters Score -2568031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2568052.500000 Penalty: 11582.196289
	Iteration 41Q: 3 clusters Score -2568052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2568064.500000 Penalty: 11582.196289
	Iteration 42Q: 3 clusters Score -2568064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2568082.000000 Penalty: 11582.196289
	Iteration 43Q: 3 clusters Score -2568082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2568102.500000 Penalty: 11582.196289
	Iteration 44Q: 3 clusters Score -2568102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2568133.250000 Penalty: 11582.196289
	Iteration 45Q: 3 clusters Score -2568133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2568153.750000 Penalty: 11582.196289
	Iteration 46Q: 3 clusters Score -2568154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2568168.500000 Penalty: 11582.196289
	Iteration 47Q: 3 clusters Score -2568168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2568179.000000 Penalty: 11582.196289
	Iteration 48Q: 3 clusters Score -2568179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2568196.000000 Penalty: 11582.196289
	Iteration 49Q: 3 clusters Score -2568196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2568205.500000 Penalty: 11582.196289
	Iteration 50Q: 3 clusters Score -2568206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2568223.250000 Penalty: 11582.196289
	Iteration 51Q: 3 clusters Score -2568223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2568241.750000 Penalty: 11582.196289
	Iteration 52Q: 3 clusters Score -2568242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2568257.500000 Penalty: 11582.196289
	Iteration 53Q: 3 clusters Score -2568258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2568272.500000 Penalty: 11582.196289
	Iteration 54Q: 3 clusters Score -2568272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2568285.750000 Penalty: 11582.196289
	Iteration 55Q: 3 clusters Score -2568286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2568295.750000 Penalty: 11582.196289
	Iteration 56Q: 3 clusters Score -2568296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2568310.250000 Penalty: 11582.196289
	Iteration 57Q: 3 clusters Score -2568310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2568321.500000 Penalty: 11582.196289
	Iteration 58Q: 3 clusters Score -2568322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2568326.000000 Penalty: 11582.196289
	Iteration 59Q: 3 clusters Score -2568326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2568333.750000 Penalty: 11582.196289
	Iteration 60F: 3 clusters Score -2568334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2568345.000000 Penalty: 11582.196289
	Iteration 61Q: 3 clusters Score -2568345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2568347.750000 Penalty: 11582.196289
	Iteration 62Q: 3 clusters Score -2568348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2568352.000000 Penalty: 11582.196289
	Iteration 63Q: 3 clusters Score -2568352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2568352.000000 Penalty: 11582.196289
	Iteration 64Q: 3 clusters Score -2568352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2568348.500000 Penalty: 11582.196289
	Iteration 65Q: 3 clusters Score -2568348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2568353.250000 Penalty: 11582.196289
	Iteration 66Q: 3 clusters Score -2568353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2568360.250000 Penalty: 11582.196289
	Iteration 67Q: 3 clusters Score -2568360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2568359.750000 Penalty: 11582.196289
	Iteration 68Q: 3 clusters Score -2568360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2568357.750000 Penalty: 11582.196289
	Iteration 69Q: 3 clusters Score -2568358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2568363.500000 Penalty: 11582.196289
	Iteration 70Q: 3 clusters Score -2568364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2568364.750000 Penalty: 11582.196289
	Iteration 71Q: 3 clusters Score -2568365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2568364.250000 Penalty: 11582.196289
	Iteration 72Q: 3 clusters Score -2568364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2568364.250000 Penalty: 11582.196289
	Iteration 73F: 3 clusters Score -2568364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -268706.468750 Penalty: 4395.923828
	Iteration 0F: 2 clusters Score -268706.5 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 671 members 
Entering Unmasked Estep 
Score: -264200.718750 Penalty: 8791.847656
	Iteration 0F: 3 clusters Score -264200.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -264605.343750 Penalty: 8791.847656
	Iteration 1F: 3 clusters Score -264605.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -264733.875000 Penalty: 8791.847656
	Iteration 2Q: 3 clusters Score -264733.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -264788.125000 Penalty: 8791.847656
	Iteration 3Q: 3 clusters Score -264788.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -264810.718750 Penalty: 8791.847656
	Iteration 4Q: 3 clusters Score -264810.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -264823.500000 Penalty: 8791.847656
	Iteration 5Q: 3 clusters Score -264823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -264830.093750 Penalty: 8791.847656
	Iteration 6Q: 3 clusters Score -264830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -264831.750000 Penalty: 8791.847656
	Iteration 7Q: 3 clusters Score -264831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -264831.750000 Penalty: 8791.847656
	Iteration 8F: 3 clusters Score -264831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Entering Unmasked Estep 
Score: -1090534.125000 Penalty: 5260.164551
	Iteration 0F: 2 clusters Score -1090534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1083235.375000 Penalty: 10520.329102
	Iteration 0F: 3 clusters Score -1083235 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1084510.375000 Penalty: 10520.329102
	Iteration 1F: 3 clusters Score -1084510 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1084897.125000 Penalty: 10520.329102
	Iteration 2F: 3 clusters Score -1084897 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1085120.375000 Penalty: 10520.329102
	Iteration 3Q: 3 clusters Score -1085120 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1085277.375000 Penalty: 10520.329102
	Iteration 4Q: 3 clusters Score -1085277 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1085381.500000 Penalty: 10520.329102
	Iteration 5Q: 3 clusters Score -1085382 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1085459.000000 Penalty: 10520.329102
	Iteration 6Q: 3 clusters Score -1085459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1085514.375000 Penalty: 10520.329102
	Iteration 7Q: 3 clusters Score -1085514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1085552.125000 Penalty: 10520.329102
	Iteration 8Q: 3 clusters Score -1085552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1085581.125000 Penalty: 10520.329102
	Iteration 9Q: 3 clusters Score -1085581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1085612.750000 Penalty: 10520.329102
	Iteration 10Q: 3 clusters Score -1085613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1085633.375000 Penalty: 10520.329102
	Iteration 11Q: 3 clusters Score -1085633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1085649.375000 Penalty: 10520.329102
	Iteration 12Q: 3 clusters Score -1085649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1085665.500000 Penalty: 10520.329102
	Iteration 13Q: 3 clusters Score -1085666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1085682.375000 Penalty: 10520.329102
	Iteration 14Q: 3 clusters Score -1085682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1085694.625000 Penalty: 10520.329102
	Iteration 15Q: 3 clusters Score -1085695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1085702.750000 Penalty: 10520.329102
	Iteration 16Q: 3 clusters Score -1085703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1085712.750000 Penalty: 10520.329102
	Iteration 17Q: 3 clusters Score -1085713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1085728.375000 Penalty: 10520.329102
	Iteration 18Q: 3 clusters Score -1085728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1085741.000000 Penalty: 10520.329102
	Iteration 19Q: 3 clusters Score -1085741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1085751.250000 Penalty: 10520.329102
	Iteration 20F: 3 clusters Score -1085751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1085760.000000 Penalty: 10520.329102
	Iteration 21Q: 3 clusters Score -1085760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1085772.125000 Penalty: 10520.329102
	Iteration 22Q: 3 clusters Score -1085772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1085782.000000 Penalty: 10520.329102
	Iteration 23Q: 3 clusters Score -1085782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1085790.875000 Penalty: 10520.329102
	Iteration 24Q: 3 clusters Score -1085791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1085801.500000 Penalty: 10520.329102
	Iteration 25Q: 3 clusters Score -1085802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1085808.750000 Penalty: 10520.329102
	Iteration 26Q: 3 clusters Score -1085809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1085815.750000 Penalty: 10520.329102
	Iteration 27Q: 3 clusters Score -1085816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1085826.000000 Penalty: 10520.329102
	Iteration 28Q: 3 clusters Score -1085826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1085830.500000 Penalty: 10520.329102
	Iteration 29Q: 3 clusters Score -1085830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1085837.875000 Penalty: 10520.329102
	Iteration 30Q: 3 clusters Score -1085838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1085845.875000 Penalty: 10520.329102
	Iteration 31Q: 3 clusters Score -1085846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1085849.500000 Penalty: 10520.329102
	Iteration 32Q: 3 clusters Score -1085850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1085860.125000 Penalty: 10520.329102
	Iteration 33Q: 3 clusters Score -1085860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1085867.125000 Penalty: 10520.329102
	Iteration 34Q: 3 clusters Score -1085867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1085876.000000 Penalty: 10520.329102
	Iteration 35Q: 3 clusters Score -1085876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1085877.375000 Penalty: 10520.329102
	Iteration 36Q: 3 clusters Score -1085877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1085880.375000 Penalty: 10520.329102
	Iteration 37Q: 3 clusters Score -1085880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1085882.250000 Penalty: 10520.329102
	Iteration 38Q: 3 clusters Score -1085882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1085883.125000 Penalty: 10520.329102
	Iteration 39Q: 3 clusters Score -1085883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1085887.000000 Penalty: 10520.329102
	Iteration 40F: 3 clusters Score -1085887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1085892.750000 Penalty: 10520.329102
	Iteration 41Q: 3 clusters Score -1085893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1085900.125000 Penalty: 10520.329102
	Iteration 42Q: 3 clusters Score -1085900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1085903.875000 Penalty: 10520.329102
	Iteration 43Q: 3 clusters Score -1085904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1085914.375000 Penalty: 10520.329102
	Iteration 44Q: 3 clusters Score -1085914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1085927.750000 Penalty: 10520.329102
	Iteration 45Q: 3 clusters Score -1085928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1085943.625000 Penalty: 10520.329102
	Iteration 46Q: 3 clusters Score -1085944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1085957.750000 Penalty: 10520.329102
	Iteration 47Q: 3 clusters Score -1085958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1085969.750000 Penalty: 10520.329102
	Iteration 48Q: 3 clusters Score -1085970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1085981.625000 Penalty: 10520.329102
	Iteration 49Q: 3 clusters Score -1085982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1086002.250000 Penalty: 10520.329102
	Iteration 50Q: 3 clusters Score -1086002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1086021.625000 Penalty: 10520.329102
	Iteration 51Q: 3 clusters Score -1086022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1086031.625000 Penalty: 10520.329102
	Iteration 52Q: 3 clusters Score -1086032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1086040.125000 Penalty: 10520.329102
	Iteration 53Q: 3 clusters Score -1086040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1086053.000000 Penalty: 10520.329102
	Iteration 54Q: 3 clusters Score -1086053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1086073.250000 Penalty: 10520.329102
	Iteration 55Q: 3 clusters Score -1086073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1086094.375000 Penalty: 10520.329102
	Iteration 56Q: 3 clusters Score -1086094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1086119.250000 Penalty: 10520.329102
	Iteration 57Q: 3 clusters Score -1086119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1086145.625000 Penalty: 10520.329102
	Iteration 58Q: 3 clusters Score -1086146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1086166.750000 Penalty: 10520.329102
	Iteration 59Q: 3 clusters Score -1086167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1086199.250000 Penalty: 10520.329102
	Iteration 60F: 3 clusters Score -1086199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1086224.250000 Penalty: 10520.329102
	Iteration 61Q: 3 clusters Score -1086224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1086247.375000 Penalty: 10520.329102
	Iteration 62Q: 3 clusters Score -1086247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1086272.500000 Penalty: 10520.329102
	Iteration 63Q: 3 clusters Score -1086272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1086302.125000 Penalty: 10520.329102
	Iteration 64Q: 3 clusters Score -1086302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1086330.750000 Penalty: 10520.329102
	Iteration 65Q: 3 clusters Score -1086331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1086355.375000 Penalty: 10520.329102
	Iteration 66Q: 3 clusters Score -1086355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1086379.875000 Penalty: 10520.329102
	Iteration 67Q: 3 clusters Score -1086380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1086400.000000 Penalty: 10520.329102
	Iteration 68Q: 3 clusters Score -1086400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1086431.500000 Penalty: 10520.329102
	Iteration 69Q: 3 clusters Score -1086432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1086462.375000 Penalty: 10520.329102
	Iteration 70Q: 3 clusters Score -1086462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1086484.875000 Penalty: 10520.329102
	Iteration 71Q: 3 clusters Score -1086485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1086503.875000 Penalty: 10520.329102
	Iteration 72Q: 3 clusters Score -1086504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1086528.250000 Penalty: 10520.329102
	Iteration 73Q: 3 clusters Score -1086528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1086553.750000 Penalty: 10520.329102
	Iteration 74Q: 3 clusters Score -1086554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1086589.625000 Penalty: 10520.329102
	Iteration 75Q: 3 clusters Score -1086590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1086622.500000 Penalty: 10520.329102
	Iteration 76Q: 3 clusters Score -1086622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1086649.000000 Penalty: 10520.329102
	Iteration 77Q: 3 clusters Score -1086649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1086676.125000 Penalty: 10520.329102
	Iteration 78Q: 3 clusters Score -1086676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1086703.250000 Penalty: 10520.329102
	Iteration 79Q: 3 clusters Score -1086703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1086734.250000 Penalty: 10520.329102
	Iteration 80F: 3 clusters Score -1086734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1086754.250000 Penalty: 10520.329102
	Iteration 81Q: 3 clusters Score -1086754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1086770.375000 Penalty: 10520.329102
	Iteration 82Q: 3 clusters Score -1086770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1086794.625000 Penalty: 10520.329102
	Iteration 83Q: 3 clusters Score -1086795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1086812.500000 Penalty: 10520.329102
	Iteration 84Q: 3 clusters Score -1086812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1086827.625000 Penalty: 10520.329102
	Iteration 85Q: 3 clusters Score -1086828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1086837.000000 Penalty: 10520.329102
	Iteration 86Q: 3 clusters Score -1086837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1086841.750000 Penalty: 10520.329102
	Iteration 87Q: 3 clusters Score -1086842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1086852.125000 Penalty: 10520.329102
	Iteration 88Q: 3 clusters Score -1086852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1086863.250000 Penalty: 10520.329102
	Iteration 89Q: 3 clusters Score -1086863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1086874.375000 Penalty: 10520.329102
	Iteration 90Q: 3 clusters Score -1086874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1086888.500000 Penalty: 10520.329102
	Iteration 91Q: 3 clusters Score -1086888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1086894.750000 Penalty: 10520.329102
	Iteration 92Q: 3 clusters Score -1086895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1086897.875000 Penalty: 10520.329102
	Iteration 93Q: 3 clusters Score -1086898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1086901.500000 Penalty: 10520.329102
	Iteration 94Q: 3 clusters Score -1086902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1086904.125000 Penalty: 10520.329102
	Iteration 95Q: 3 clusters Score -1086904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1086905.250000 Penalty: 10520.329102
	Iteration 96Q: 3 clusters Score -1086905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1086908.000000 Penalty: 10520.329102
	Iteration 97Q: 3 clusters Score -1086908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1086909.125000 Penalty: 10520.329102
	Iteration 98Q: 3 clusters Score -1086909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1086914.250000 Penalty: 10520.329102
	Iteration 99Q: 3 clusters Score -1086914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1086916.625000 Penalty: 10520.329102
	Iteration 100F: 3 clusters Score -1086917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -1212379.500000 Penalty: 5343.178223
	Iteration 0F: 2 clusters Score -1212380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1204589.250000 Penalty: 10686.356445
	Iteration 0F: 3 clusters Score -1204589 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1205910.125000 Penalty: 10686.356445
	Iteration 1F: 3 clusters Score -1205910 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1206312.875000 Penalty: 10686.356445
	Iteration 2F: 3 clusters Score -1206313 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1206526.875000 Penalty: 10686.356445
	Iteration 3Q: 3 clusters Score -1206527 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1206665.500000 Penalty: 10686.356445
	Iteration 4Q: 3 clusters Score -1206666 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1206774.875000 Penalty: 10686.356445
	Iteration 5Q: 3 clusters Score -1206775 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1206851.625000 Penalty: 10686.356445
	Iteration 6Q: 3 clusters Score -1206852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1206917.000000 Penalty: 10686.356445
	Iteration 7Q: 3 clusters Score -1206917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1206974.250000 Penalty: 10686.356445
	Iteration 8Q: 3 clusters Score -1206974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1207033.125000 Penalty: 10686.356445
	Iteration 9Q: 3 clusters Score -1207033 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1207101.250000 Penalty: 10686.356445
	Iteration 10Q: 3 clusters Score -1207101 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1207173.500000 Penalty: 10686.356445
	Iteration 11Q: 3 clusters Score -1207174 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1207245.625000 Penalty: 10686.356445
	Iteration 12Q: 3 clusters Score -1207246 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1207319.250000 Penalty: 10686.356445
	Iteration 13Q: 3 clusters Score -1207319 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1207400.750000 Penalty: 10686.356445
	Iteration 14Q: 3 clusters Score -1207401 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1207490.125000 Penalty: 10686.356445
	Iteration 15Q: 3 clusters Score -1207490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1207564.500000 Penalty: 10686.356445
	Iteration 16Q: 3 clusters Score -1207564 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1207627.125000 Penalty: 10686.356445
	Iteration 17Q: 3 clusters Score -1207627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1207667.125000 Penalty: 10686.356445
	Iteration 18Q: 3 clusters Score -1207667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1207700.000000 Penalty: 10686.356445
	Iteration 19Q: 3 clusters Score -1207700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1207738.875000 Penalty: 10686.356445
	Iteration 20F: 3 clusters Score -1207739 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1207771.125000 Penalty: 10686.356445
	Iteration 21Q: 3 clusters Score -1207771 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1207805.875000 Penalty: 10686.356445
	Iteration 22Q: 3 clusters Score -1207806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1207834.000000 Penalty: 10686.356445
	Iteration 23Q: 3 clusters Score -1207834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1207865.875000 Penalty: 10686.356445
	Iteration 24Q: 3 clusters Score -1207866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1207887.375000 Penalty: 10686.356445
	Iteration 25Q: 3 clusters Score -1207887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1207913.000000 Penalty: 10686.356445
	Iteration 26Q: 3 clusters Score -1207913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1207939.375000 Penalty: 10686.356445
	Iteration 27Q: 3 clusters Score -1207939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1207965.875000 Penalty: 10686.356445
	Iteration 28Q: 3 clusters Score -1207966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1207995.250000 Penalty: 10686.356445
	Iteration 29Q: 3 clusters Score -1207995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1208014.000000 Penalty: 10686.356445
	Iteration 30Q: 3 clusters Score -1208014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1208029.875000 Penalty: 10686.356445
	Iteration 31Q: 3 clusters Score -1208030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1208051.000000 Penalty: 10686.356445
	Iteration 32Q: 3 clusters Score -1208051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1208069.500000 Penalty: 10686.356445
	Iteration 33Q: 3 clusters Score -1208070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1208084.500000 Penalty: 10686.356445
	Iteration 34Q: 3 clusters Score -1208084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1208099.000000 Penalty: 10686.356445
	Iteration 35Q: 3 clusters Score -1208099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1208117.125000 Penalty: 10686.356445
	Iteration 36Q: 3 clusters Score -1208117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1208129.875000 Penalty: 10686.356445
	Iteration 37Q: 3 clusters Score -1208130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1208144.250000 Penalty: 10686.356445
	Iteration 38Q: 3 clusters Score -1208144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1208161.250000 Penalty: 10686.356445
	Iteration 39Q: 3 clusters Score -1208161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1208189.625000 Penalty: 10686.356445
	Iteration 40F: 3 clusters Score -1208190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1208216.125000 Penalty: 10686.356445
	Iteration 41Q: 3 clusters Score -1208216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1208240.875000 Penalty: 10686.356445
	Iteration 42Q: 3 clusters Score -1208241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1208268.375000 Penalty: 10686.356445
	Iteration 43Q: 3 clusters Score -1208268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1208301.625000 Penalty: 10686.356445
	Iteration 44Q: 3 clusters Score -1208302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1208327.375000 Penalty: 10686.356445
	Iteration 45Q: 3 clusters Score -1208327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1208357.500000 Penalty: 10686.356445
	Iteration 46Q: 3 clusters Score -1208358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1208393.750000 Penalty: 10686.356445
	Iteration 47Q: 3 clusters Score -1208394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1208419.000000 Penalty: 10686.356445
	Iteration 48Q: 3 clusters Score -1208419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1208442.375000 Penalty: 10686.356445
	Iteration 49Q: 3 clusters Score -1208442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1208455.500000 Penalty: 10686.356445
	Iteration 50Q: 3 clusters Score -1208456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1208475.500000 Penalty: 10686.356445
	Iteration 51Q: 3 clusters Score -1208476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1208492.750000 Penalty: 10686.356445
	Iteration 52Q: 3 clusters Score -1208493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1208510.875000 Penalty: 10686.356445
	Iteration 53Q: 3 clusters Score -1208511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1208529.875000 Penalty: 10686.356445
	Iteration 54Q: 3 clusters Score -1208530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1208555.375000 Penalty: 10686.356445
	Iteration 55Q: 3 clusters Score -1208555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1208573.625000 Penalty: 10686.356445
	Iteration 56Q: 3 clusters Score -1208574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1208580.625000 Penalty: 10686.356445
	Iteration 57Q: 3 clusters Score -1208581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1208585.750000 Penalty: 10686.356445
	Iteration 58Q: 3 clusters Score -1208586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1208590.250000 Penalty: 10686.356445
	Iteration 59Q: 3 clusters Score -1208590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1208598.125000 Penalty: 10686.356445
	Iteration 60F: 3 clusters Score -1208598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1208610.500000 Penalty: 10686.356445
	Iteration 61Q: 3 clusters Score -1208610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1208610.625000 Penalty: 10686.356445
	Iteration 62Q: 3 clusters Score -1208611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1208619.000000 Penalty: 10686.356445
	Iteration 63Q: 3 clusters Score -1208619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1208624.625000 Penalty: 10686.356445
	Iteration 64Q: 3 clusters Score -1208625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1208631.000000 Penalty: 10686.356445
	Iteration 65Q: 3 clusters Score -1208631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1208634.375000 Penalty: 10686.356445
	Iteration 66Q: 3 clusters Score -1208634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1208638.500000 Penalty: 10686.356445
	Iteration 67Q: 3 clusters Score -1208638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1208641.625000 Penalty: 10686.356445
	Iteration 68Q: 3 clusters Score -1208642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1208639.125000 Penalty: 10686.356445
	Iteration 69Q: 3 clusters Score -1208639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1208639.125000 Penalty: 10686.356445
	Iteration 70F: 3 clusters Score -1208639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Entering Unmasked Estep 
Score: -4549429.500000 Penalty: 6120.437500
	Iteration 0F: 2 clusters Score -4549430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4531638.500000 Penalty: 12240.875000
	Iteration 0F: 3 clusters Score -4531638 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -4536469.000000 Penalty: 12240.875000
	Iteration 1F: 3 clusters Score -4536469 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4537118.500000 Penalty: 12240.875000
	Iteration 2F: 3 clusters Score -4537118 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4537593.000000 Penalty: 12240.875000
	Iteration 3F: 3 clusters Score -4537593 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -4537993.500000 Penalty: 12240.875000
	Iteration 4Q: 3 clusters Score -4537994 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -4538305.000000 Penalty: 12240.875000
	Iteration 5Q: 3 clusters Score -4538305 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4538573.500000 Penalty: 12240.875000
	Iteration 6Q: 3 clusters Score -4538574 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -4538866.500000 Penalty: 12240.875000
	Iteration 7Q: 3 clusters Score -4538866 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -4539078.500000 Penalty: 12240.875000
	Iteration 8Q: 3 clusters Score -4539078 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -4539283.500000 Penalty: 12240.875000
	Iteration 9Q: 3 clusters Score -4539284 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -4539476.000000 Penalty: 12240.875000
	Iteration 10Q: 3 clusters Score -4539476 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4539697.000000 Penalty: 12240.875000
	Iteration 11Q: 3 clusters Score -4539697 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -4539902.000000 Penalty: 12240.875000
	Iteration 12Q: 3 clusters Score -4539902 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -4540051.000000 Penalty: 12240.875000
	Iteration 13Q: 3 clusters Score -4540051 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -4540250.500000 Penalty: 12240.875000
	Iteration 14Q: 3 clusters Score -4540250 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4540449.500000 Penalty: 12240.875000
	Iteration 15Q: 3 clusters Score -4540450 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -4540622.000000 Penalty: 12240.875000
	Iteration 16Q: 3 clusters Score -4540622 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -4540820.500000 Penalty: 12240.875000
	Iteration 17Q: 3 clusters Score -4540820 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -4541011.000000 Penalty: 12240.875000
	Iteration 18Q: 3 clusters Score -4541011 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -4541219.500000 Penalty: 12240.875000
	Iteration 19Q: 3 clusters Score -4541220 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4541471.000000 Penalty: 12240.875000
	Iteration 20F: 3 clusters Score -4541471 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4541663.000000 Penalty: 12240.875000
	Iteration 21Q: 3 clusters Score -4541663 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -4541867.000000 Penalty: 12240.875000
	Iteration 22Q: 3 clusters Score -4541867 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4542040.000000 Penalty: 12240.875000
	Iteration 23Q: 3 clusters Score -4542040 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -4542244.500000 Penalty: 12240.875000
	Iteration 24Q: 3 clusters Score -4542244 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4542470.000000 Penalty: 12240.875000
	Iteration 25Q: 3 clusters Score -4542470 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4542636.500000 Penalty: 12240.875000
	Iteration 26Q: 3 clusters Score -4542636 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -4542815.000000 Penalty: 12240.875000
	Iteration 27Q: 3 clusters Score -4542815 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4542983.500000 Penalty: 12240.875000
	Iteration 28Q: 3 clusters Score -4542984 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4543128.000000 Penalty: 12240.875000
	Iteration 29Q: 3 clusters Score -4543128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4543241.000000 Penalty: 12240.875000
	Iteration 30Q: 3 clusters Score -4543241 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4543355.500000 Penalty: 12240.875000
	Iteration 31Q: 3 clusters Score -4543356 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4543430.000000 Penalty: 12240.875000
	Iteration 32Q: 3 clusters Score -4543430 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4543500.000000 Penalty: 12240.875000
	Iteration 33Q: 3 clusters Score -4543500 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4543594.000000 Penalty: 12240.875000
	Iteration 34Q: 3 clusters Score -4543594 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4543673.000000 Penalty: 12240.875000
	Iteration 35Q: 3 clusters Score -4543673 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4543742.000000 Penalty: 12240.875000
	Iteration 36Q: 3 clusters Score -4543742 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4543808.500000 Penalty: 12240.875000
	Iteration 37Q: 3 clusters Score -4543808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4543870.500000 Penalty: 12240.875000
	Iteration 38Q: 3 clusters Score -4543870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4543924.500000 Penalty: 12240.875000
	Iteration 39Q: 3 clusters Score -4543924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4543958.000000 Penalty: 12240.875000
	Iteration 40F: 3 clusters Score -4543958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4543988.000000 Penalty: 12240.875000
	Iteration 41Q: 3 clusters Score -4543988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4544010.500000 Penalty: 12240.875000
	Iteration 42Q: 3 clusters Score -4544010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4544046.000000 Penalty: 12240.875000
	Iteration 43Q: 3 clusters Score -4544046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4544084.000000 Penalty: 12240.875000
	Iteration 44Q: 3 clusters Score -4544084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4544124.000000 Penalty: 12240.875000
	Iteration 45Q: 3 clusters Score -4544124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4544146.000000 Penalty: 12240.875000
	Iteration 46Q: 3 clusters Score -4544146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4544168.500000 Penalty: 12240.875000
	Iteration 47Q: 3 clusters Score -4544168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4544192.000000 Penalty: 12240.875000
	Iteration 48Q: 3 clusters Score -4544192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4544223.500000 Penalty: 12240.875000
	Iteration 49Q: 3 clusters Score -4544224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4544246.000000 Penalty: 12240.875000
	Iteration 50Q: 3 clusters Score -4544246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4544257.500000 Penalty: 12240.875000
	Iteration 51Q: 3 clusters Score -4544258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4544267.000000 Penalty: 12240.875000
	Iteration 52Q: 3 clusters Score -4544267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4544274.000000 Penalty: 12240.875000
	Iteration 53Q: 3 clusters Score -4544274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4544288.500000 Penalty: 12240.875000
	Iteration 54Q: 3 clusters Score -4544288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4544300.500000 Penalty: 12240.875000
	Iteration 55Q: 3 clusters Score -4544300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4544309.500000 Penalty: 12240.875000
	Iteration 56Q: 3 clusters Score -4544310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4544314.500000 Penalty: 12240.875000
	Iteration 57Q: 3 clusters Score -4544314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4544328.000000 Penalty: 12240.875000
	Iteration 58Q: 3 clusters Score -4544328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4544343.500000 Penalty: 12240.875000
	Iteration 59Q: 3 clusters Score -4544344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4544348.000000 Penalty: 12240.875000
	Iteration 60F: 3 clusters Score -4544348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4544358.500000 Penalty: 12240.875000
	Iteration 61Q: 3 clusters Score -4544358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4544363.000000 Penalty: 12240.875000
	Iteration 62Q: 3 clusters Score -4544363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4544362.000000 Penalty: 12240.875000
	Iteration 63Q: 3 clusters Score -4544362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4544367.500000 Penalty: 12240.875000
	Iteration 64Q: 3 clusters Score -4544368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4544378.000000 Penalty: 12240.875000
	Iteration 65Q: 3 clusters Score -4544378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4544391.000000 Penalty: 12240.875000
	Iteration 66Q: 3 clusters Score -4544391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4544389.000000 Penalty: 12240.875000
	Iteration 67Q: 3 clusters Score -4544389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4544391.500000 Penalty: 12240.875000
	Iteration 68Q: 3 clusters Score -4544392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4544398.000000 Penalty: 12240.875000
	Iteration 69Q: 3 clusters Score -4544398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4544406.000000 Penalty: 12240.875000
	Iteration 70Q: 3 clusters Score -4544406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4544412.000000 Penalty: 12240.875000
	Iteration 71Q: 3 clusters Score -4544412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4544419.500000 Penalty: 12240.875000
	Iteration 72Q: 3 clusters Score -4544420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4544437.000000 Penalty: 12240.875000
	Iteration 73Q: 3 clusters Score -4544437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4544434.500000 Penalty: 12240.875000
	Iteration 74Q: 3 clusters Score -4544434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4544438.500000 Penalty: 12240.875000
	Iteration 75Q: 3 clusters Score -4544438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4544438.500000 Penalty: 12240.875000
	Iteration 76F: 3 clusters Score -4544438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Entering Unmasked Estep 
Score: -4865891.000000 Penalty: 6170.318848
	Iteration 0F: 2 clusters Score -4865891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -4847118.500000 Penalty: 12340.637695
	Iteration 0F: 3 clusters Score -4847118 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4852311.000000 Penalty: 12340.637695
	Iteration 1F: 3 clusters Score -4852311 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -4852986.000000 Penalty: 12340.637695
	Iteration 2F: 3 clusters Score -4852986 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4853529.500000 Penalty: 12340.637695
	Iteration 3Q: 3 clusters Score -4853530 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -4853924.500000 Penalty: 12340.637695
	Iteration 4Q: 3 clusters Score -4853924 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4854282.000000 Penalty: 12340.637695
	Iteration 5Q: 3 clusters Score -4854282 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -4854587.000000 Penalty: 12340.637695
	Iteration 6Q: 3 clusters Score -4854587 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4854842.500000 Penalty: 12340.637695
	Iteration 7Q: 3 clusters Score -4854842 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4855075.500000 Penalty: 12340.637695
	Iteration 8Q: 3 clusters Score -4855076 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4855281.000000 Penalty: 12340.637695
	Iteration 9Q: 3 clusters Score -4855281 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -4855467.000000 Penalty: 12340.637695
	Iteration 10Q: 3 clusters Score -4855467 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -4855638.000000 Penalty: 12340.637695
	Iteration 11Q: 3 clusters Score -4855638 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4855796.000000 Penalty: 12340.637695
	Iteration 12Q: 3 clusters Score -4855796 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4855962.500000 Penalty: 12340.637695
	Iteration 13Q: 3 clusters Score -4855962 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4856131.000000 Penalty: 12340.637695
	Iteration 14Q: 3 clusters Score -4856131 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -4856274.000000 Penalty: 12340.637695
	Iteration 15Q: 3 clusters Score -4856274 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4856401.500000 Penalty: 12340.637695
	Iteration 16Q: 3 clusters Score -4856402 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4856559.500000 Penalty: 12340.637695
	Iteration 17Q: 3 clusters Score -4856560 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -4856701.000000 Penalty: 12340.637695
	Iteration 18Q: 3 clusters Score -4856701 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4856876.000000 Penalty: 12340.637695
	Iteration 19Q: 3 clusters Score -4856876 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4857024.500000 Penalty: 12340.637695
	Iteration 20F: 3 clusters Score -4857024 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -4857211.000000 Penalty: 12340.637695
	Iteration 21Q: 3 clusters Score -4857211 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4857380.000000 Penalty: 12340.637695
	Iteration 22Q: 3 clusters Score -4857380 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4857533.000000 Penalty: 12340.637695
	Iteration 23Q: 3 clusters Score -4857533 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -4857666.000000 Penalty: 12340.637695
	Iteration 24Q: 3 clusters Score -4857666 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4857804.000000 Penalty: 12340.637695
	Iteration 25Q: 3 clusters Score -4857804 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4857928.500000 Penalty: 12340.637695
	Iteration 26Q: 3 clusters Score -4857928 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -4858032.500000 Penalty: 12340.637695
	Iteration 27Q: 3 clusters Score -4858032 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4858144.000000 Penalty: 12340.637695
	Iteration 28Q: 3 clusters Score -4858144 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4858231.500000 Penalty: 12340.637695
	Iteration 29Q: 3 clusters Score -4858232 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4858318.000000 Penalty: 12340.637695
	Iteration 30Q: 3 clusters Score -4858318 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4858376.000000 Penalty: 12340.637695
	Iteration 31Q: 3 clusters Score -4858376 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4858462.500000 Penalty: 12340.637695
	Iteration 32Q: 3 clusters Score -4858462 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -4858508.500000 Penalty: 12340.637695
	Iteration 33Q: 3 clusters Score -4858508 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4858548.500000 Penalty: 12340.637695
	Iteration 34Q: 3 clusters Score -4858548 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4858620.500000 Penalty: 12340.637695
	Iteration 35Q: 3 clusters Score -4858620 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -4858655.500000 Penalty: 12340.637695
	Iteration 36Q: 3 clusters Score -4858656 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -4858686.500000 Penalty: 12340.637695
	Iteration 37Q: 3 clusters Score -4858686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -4858722.000000 Penalty: 12340.637695
	Iteration 38Q: 3 clusters Score -4858722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -4858739.000000 Penalty: 12340.637695
	Iteration 39Q: 3 clusters Score -4858739 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4858767.000000 Penalty: 12340.637695
	Iteration 40F: 3 clusters Score -4858767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4858791.000000 Penalty: 12340.637695
	Iteration 41Q: 3 clusters Score -4858791 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4858820.500000 Penalty: 12340.637695
	Iteration 42Q: 3 clusters Score -4858820 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4858848.500000 Penalty: 12340.637695
	Iteration 43Q: 3 clusters Score -4858848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4858873.000000 Penalty: 12340.637695
	Iteration 44Q: 3 clusters Score -4858873 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4858875.000000 Penalty: 12340.637695
	Iteration 45Q: 3 clusters Score -4858875 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4858897.000000 Penalty: 12340.637695
	Iteration 46Q: 3 clusters Score -4858897 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4858919.000000 Penalty: 12340.637695
	Iteration 47Q: 3 clusters Score -4858919 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -4858931.500000 Penalty: 12340.637695
	Iteration 48Q: 3 clusters Score -4858932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4858945.500000 Penalty: 12340.637695
	Iteration 49Q: 3 clusters Score -4858946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -4858956.500000 Penalty: 12340.637695
	Iteration 50Q: 3 clusters Score -4858956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -4858979.500000 Penalty: 12340.637695
	Iteration 51Q: 3 clusters Score -4858980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -4858983.000000 Penalty: 12340.637695
	Iteration 52Q: 3 clusters Score -4858983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -4858976.000000 Penalty: 12340.637695
	Iteration 53Q: 3 clusters Score -4858976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4858980.500000 Penalty: 12340.637695
	Iteration 54Q: 3 clusters Score -4858980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -4858995.500000 Penalty: 12340.637695
	Iteration 55Q: 3 clusters Score -4858996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -4858997.500000 Penalty: 12340.637695
	Iteration 56Q: 3 clusters Score -4858998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4859020.500000 Penalty: 12340.637695
	Iteration 57Q: 3 clusters Score -4859020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4859025.000000 Penalty: 12340.637695
	Iteration 58Q: 3 clusters Score -4859025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4859029.000000 Penalty: 12340.637695
	Iteration 59Q: 3 clusters Score -4859029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -4859033.500000 Penalty: 12340.637695
	Iteration 60F: 3 clusters Score -4859034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -4859035.500000 Penalty: 12340.637695
	Iteration 61Q: 3 clusters Score -4859036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4859029.000000 Penalty: 12340.637695
	Iteration 62Q: 3 clusters Score -4859029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4859035.000000 Penalty: 12340.637695
	Iteration 63Q: 3 clusters Score -4859035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4859035.000000 Penalty: 12340.637695
	Iteration 64Q: 3 clusters Score -4859035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4859037.500000 Penalty: 12340.637695
	Iteration 65Q: 3 clusters Score -4859038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -4859032.500000 Penalty: 12340.637695
	Iteration 66Q: 3 clusters Score -4859032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4859031.000000 Penalty: 12340.637695
	Iteration 67Q: 3 clusters Score -4859031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4859030.500000 Penalty: 12340.637695
	Iteration 68Q: 3 clusters Score -4859030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4859034.500000 Penalty: 12340.637695
	Iteration 69Q: 3 clusters Score -4859034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4859038.000000 Penalty: 12340.637695
	Iteration 70Q: 3 clusters Score -4859038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4859042.500000 Penalty: 12340.637695
	Iteration 71Q: 3 clusters Score -4859042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4859043.000000 Penalty: 12340.637695
	Iteration 72Q: 3 clusters Score -4859043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4859046.500000 Penalty: 12340.637695
	Iteration 73Q: 3 clusters Score -4859046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4859049.000000 Penalty: 12340.637695
	Iteration 74Q: 3 clusters Score -4859049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -4859054.500000 Penalty: 12340.637695
	Iteration 75Q: 3 clusters Score -4859054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4859051.000000 Penalty: 12340.637695
	Iteration 76Q: 3 clusters Score -4859051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4859047.500000 Penalty: 12340.637695
	Iteration 77Q: 3 clusters Score -4859048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -4859050.500000 Penalty: 12340.637695
	Iteration 78Q: 3 clusters Score -4859050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4859051.500000 Penalty: 12340.637695
	Iteration 79Q: 3 clusters Score -4859052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4859051.500000 Penalty: 12340.637695
	Iteration 80F: 3 clusters Score -4859052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Entering Unmasked Estep 
Score: -18174624.000000 Penalty: 6976.270996
	Iteration 0F: 2 clusters Score -1.817462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -18113964.000000 Penalty: 13952.541992
	Iteration 0F: 3 clusters Score -1.811396e+07 nChanged 40242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -18136090.000000 Penalty: 13952.541992
	Iteration 1F: 3 clusters Score -1.813609e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -18137214.000000 Penalty: 13952.541992
	Iteration 2Q: 3 clusters Score -1.813721e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -18138270.000000 Penalty: 13952.541992
	Iteration 3Q: 3 clusters Score -1.813827e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -18139038.000000 Penalty: 13952.541992
	Iteration 4Q: 3 clusters Score -1.813904e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -18139834.000000 Penalty: 13952.541992
	Iteration 5Q: 3 clusters Score -1.813983e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -18140544.000000 Penalty: 13952.541992
	Iteration 6Q: 3 clusters Score -1.814054e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -18141266.000000 Penalty: 13952.541992
	Iteration 7Q: 3 clusters Score -1.814127e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -18142300.000000 Penalty: 13952.541992
	Iteration 8Q: 3 clusters Score -1.81423e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -18143364.000000 Penalty: 13952.541992
	Iteration 9Q: 3 clusters Score -1.814336e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -18144664.000000 Penalty: 13952.541992
	Iteration 10Q: 3 clusters Score -1.814466e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -18146670.000000 Penalty: 13952.541992
	Iteration 11Q: 3 clusters Score -1.814667e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -18149286.000000 Penalty: 13952.541992
	Iteration 12F: 3 clusters Score -1.814929e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -18152424.000000 Penalty: 13952.541992
	Iteration 13F: 3 clusters Score -1.815242e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -18156034.000000 Penalty: 13952.541992
	Iteration 14F: 3 clusters Score -1.815603e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -18159652.000000 Penalty: 13952.541992
	Iteration 15F: 3 clusters Score -1.815965e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -18162666.000000 Penalty: 13952.541992
	Iteration 16Q: 3 clusters Score -1.816267e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -18164968.000000 Penalty: 13952.541992
	Iteration 17Q: 3 clusters Score -1.816497e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -18166320.000000 Penalty: 13952.541992
	Iteration 18Q: 3 clusters Score -1.816632e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -18167196.000000 Penalty: 13952.541992
	Iteration 19Q: 3 clusters Score -1.81672e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -18167786.000000 Penalty: 13952.541992
	Iteration 20F: 3 clusters Score -1.816779e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -18168144.000000 Penalty: 13952.541992
	Iteration 21Q: 3 clusters Score -1.816814e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -18168294.000000 Penalty: 13952.541992
	Iteration 22Q: 3 clusters Score -1.816829e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -18168408.000000 Penalty: 13952.541992
	Iteration 23Q: 3 clusters Score -1.816841e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -18168462.000000 Penalty: 13952.541992
	Iteration 24Q: 3 clusters Score -1.816846e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -18168518.000000 Penalty: 13952.541992
	Iteration 25Q: 3 clusters Score -1.816852e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -18168566.000000 Penalty: 13952.541992
	Iteration 26Q: 3 clusters Score -1.816857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87598 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -18168578.000000 Penalty: 13952.541992
	Iteration 27Q: 3 clusters Score -1.816858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18168582.000000 Penalty: 13952.541992
	Iteration 28Q: 3 clusters Score -1.816858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -18168612.000000 Penalty: 13952.541992
	Iteration 29Q: 3 clusters Score -1.816861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87628 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -18168600.000000 Penalty: 13952.541992
	Iteration 30Q: 3 clusters Score -1.81686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -18168598.000000 Penalty: 13952.541992
	Iteration 31Q: 3 clusters Score -1.81686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -18168608.000000 Penalty: 13952.541992
	Iteration 32Q: 3 clusters Score -1.816861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -18168614.000000 Penalty: 13952.541992
	Iteration 33Q: 3 clusters Score -1.816861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87636 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -18168618.000000 Penalty: 13952.541992
	Iteration 34Q: 3 clusters Score -1.816862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -18168608.000000 Penalty: 13952.541992
	Iteration 35Q: 3 clusters Score -1.816861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -18168638.000000 Penalty: 13952.541992
	Iteration 36Q: 3 clusters Score -1.816864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18168634.000000 Penalty: 13952.541992
	Iteration 37Q: 3 clusters Score -1.816863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -18168648.000000 Penalty: 13952.541992
	Iteration 38Q: 3 clusters Score -1.816865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -18168644.000000 Penalty: 13952.541992
	Iteration 39Q: 3 clusters Score -1.816864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -18168656.000000 Penalty: 13952.541992
	Iteration 40F: 3 clusters Score -1.816866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -18168658.000000 Penalty: 13952.541992
	Iteration 41Q: 3 clusters Score -1.816866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18168654.000000 Penalty: 13952.541992
	Iteration 42Q: 3 clusters Score -1.816865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -18168650.000000 Penalty: 13952.541992
	Iteration 43Q: 3 clusters Score -1.816865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -18168658.000000 Penalty: 13952.541992
	Iteration 44Q: 3 clusters Score -1.816866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -18168650.000000 Penalty: 13952.541992
	Iteration 45Q: 3 clusters Score -1.816865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18168650.000000 Penalty: 13952.541992
	Iteration 46Q: 3 clusters Score -1.816865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18168650.000000 Penalty: 13952.541992
	Iteration 47F: 3 clusters Score -1.816865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Entering Unmasked Estep 
Score: -4366248.000000 Penalty: 6100.766602
	Iteration 0F: 2 clusters Score -4366248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4349012.500000 Penalty: 12201.533203
	Iteration 0F: 3 clusters Score -4349012 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -4353719.500000 Penalty: 12201.533203
	Iteration 1F: 3 clusters Score -4353720 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4354519.000000 Penalty: 12201.533203
	Iteration 2F: 3 clusters Score -4354519 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -4355210.000000 Penalty: 12201.533203
	Iteration 3F: 3 clusters Score -4355210 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -4355807.500000 Penalty: 12201.533203
	Iteration 4Q: 3 clusters Score -4355808 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -4356361.500000 Penalty: 12201.533203
	Iteration 5Q: 3 clusters Score -4356362 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4356914.000000 Penalty: 12201.533203
	Iteration 6Q: 3 clusters Score -4356914 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4357481.500000 Penalty: 12201.533203
	Iteration 7Q: 3 clusters Score -4357482 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -4357987.500000 Penalty: 12201.533203
	Iteration 8Q: 3 clusters Score -4357988 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -4358455.500000 Penalty: 12201.533203
	Iteration 9Q: 3 clusters Score -4358456 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4358828.500000 Penalty: 12201.533203
	Iteration 10Q: 3 clusters Score -4358828 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4359151.000000 Penalty: 12201.533203
	Iteration 11Q: 3 clusters Score -4359151 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4359431.500000 Penalty: 12201.533203
	Iteration 12Q: 3 clusters Score -4359432 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4359645.500000 Penalty: 12201.533203
	Iteration 13Q: 3 clusters Score -4359646 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4359889.500000 Penalty: 12201.533203
	Iteration 14Q: 3 clusters Score -4359890 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4360144.500000 Penalty: 12201.533203
	Iteration 15Q: 3 clusters Score -4360144 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -4360379.000000 Penalty: 12201.533203
	Iteration 16Q: 3 clusters Score -4360379 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4360638.000000 Penalty: 12201.533203
	Iteration 17Q: 3 clusters Score -4360638 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -4360921.500000 Penalty: 12201.533203
	Iteration 18Q: 3 clusters Score -4360922 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -4361181.500000 Penalty: 12201.533203
	Iteration 19Q: 3 clusters Score -4361182 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4361402.500000 Penalty: 12201.533203
	Iteration 20F: 3 clusters Score -4361402 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -4361570.500000 Penalty: 12201.533203
	Iteration 21Q: 3 clusters Score -4361570 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4361706.000000 Penalty: 12201.533203
	Iteration 22Q: 3 clusters Score -4361706 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -4361790.500000 Penalty: 12201.533203
	Iteration 23Q: 3 clusters Score -4361790 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4361839.000000 Penalty: 12201.533203
	Iteration 24Q: 3 clusters Score -4361839 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -4361889.500000 Penalty: 12201.533203
	Iteration 25Q: 3 clusters Score -4361890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -4361906.000000 Penalty: 12201.533203
	Iteration 26Q: 3 clusters Score -4361906 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -4361912.500000 Penalty: 12201.533203
	Iteration 27Q: 3 clusters Score -4361912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4361937.500000 Penalty: 12201.533203
	Iteration 28Q: 3 clusters Score -4361938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -4361938.500000 Penalty: 12201.533203
	Iteration 29Q: 3 clusters Score -4361938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4361943.000000 Penalty: 12201.533203
	Iteration 30Q: 3 clusters Score -4361943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -4361949.000000 Penalty: 12201.533203
	Iteration 31Q: 3 clusters Score -4361949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -4361950.000000 Penalty: 12201.533203
	Iteration 32Q: 3 clusters Score -4361950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4361962.000000 Penalty: 12201.533203
	Iteration 33Q: 3 clusters Score -4361962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4361962.000000 Penalty: 12201.533203
	Iteration 34Q: 3 clusters Score -4361962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4361958.500000 Penalty: 12201.533203
	Iteration 35Q: 3 clusters Score -4361958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4361969.500000 Penalty: 12201.533203
	Iteration 36Q: 3 clusters Score -4361970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4361971.000000 Penalty: 12201.533203
	Iteration 37Q: 3 clusters Score -4361971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4361977.000000 Penalty: 12201.533203
	Iteration 38Q: 3 clusters Score -4361977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4361972.000000 Penalty: 12201.533203
	Iteration 39Q: 3 clusters Score -4361972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4361974.000000 Penalty: 12201.533203
	Iteration 40F: 3 clusters Score -4361974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4361974.000000 Penalty: 12201.533203
	Iteration 41Q: 3 clusters Score -4361974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4361973.000000 Penalty: 12201.533203
	Iteration 42Q: 3 clusters Score -4361973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4361972.500000 Penalty: 12201.533203
	Iteration 43Q: 3 clusters Score -4361972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4361971.500000 Penalty: 12201.533203
	Iteration 44Q: 3 clusters Score -4361972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4361978.500000 Penalty: 12201.533203
	Iteration 45Q: 3 clusters Score -4361978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -4361972.000000 Penalty: 12201.533203
	Iteration 46Q: 3 clusters Score -4361972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4361969.500000 Penalty: 12201.533203
	Iteration 47Q: 3 clusters Score -4361970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -4361971.500000 Penalty: 12201.533203
	Iteration 48Q: 3 clusters Score -4361972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -4361974.500000 Penalty: 12201.533203
	Iteration 49Q: 3 clusters Score -4361974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -4361974.500000 Penalty: 12201.533203
	Iteration 50F: 3 clusters Score -4361974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20737 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25190 members 
Mstep: Class 8 contains 37657 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13029 members 
Mstep: Class 14 contains 60604 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12770 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 21863 members 
Mstep: Class 21 contains 23718 members 
Mstep: Class 22 contains 88418 members 
Mstep: Class 23 contains 21172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414872.000000 Penalty: 183124.609375
Iteration 79Q: 24 clusters Score -8.941487e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 7132 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20719 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25185 members 
Mstep: Class 8 contains 37661 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6909 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13026 members 
Mstep: Class 14 contains 60609 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12778 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6145 members 
Mstep: Class 20 contains 21864 members 
Mstep: Class 21 contains 23718 members 
Mstep: Class 22 contains 88417 members 
Mstep: Class 23 contains 21173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414952.000000 Penalty: 183124.609375
Iteration 80F: 24 clusters Score -8.941495e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20709 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25180 members 
Mstep: Class 8 contains 37671 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13023 members 
Mstep: Class 14 contains 60619 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12769 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5371 members 
Mstep: Class 19 contains 6144 members 
Mstep: Class 20 contains 21864 members 
Mstep: Class 21 contains 23710 members 
Mstep: Class 22 contains 88417 members 
Mstep: Class 23 contains 21175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414984.000000 Penalty: 183124.609375
Iteration 81Q: 24 clusters Score -8.941498e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 7184 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20690 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25182 members 
Mstep: Class 8 contains 37669 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 60620 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12776 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6139 members 
Mstep: Class 20 contains 21870 members 
Mstep: Class 21 contains 23704 members 
Mstep: Class 22 contains 88418 members 
Mstep: Class 23 contains 21175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414936.000000 Penalty: 183124.609375
Iteration 82Q: 24 clusters Score -8.941494e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 7195 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20682 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25179 members 
Mstep: Class 8 contains 37673 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6907 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13017 members 
Mstep: Class 14 contains 60628 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12778 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 21870 members 
Mstep: Class 21 contains 23702 members 
Mstep: Class 22 contains 88412 members 
Mstep: Class 23 contains 21179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415008.000000 Penalty: 183124.609375
Iteration 83Q: 24 clusters Score -8.941501e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 7202 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20676 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25177 members 
Mstep: Class 8 contains 37674 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6906 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13015 members 
Mstep: Class 14 contains 60635 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12776 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5368 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 21872 members 
Mstep: Class 21 contains 23700 members 
Mstep: Class 22 contains 88410 members 
Mstep: Class 23 contains 21181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415024.000000 Penalty: 183124.609375
Iteration 84Q: 24 clusters Score -8.941502e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 7206 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20665 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25175 members 
Mstep: Class 8 contains 37685 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 60643 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12791 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5371 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 21872 members 
Mstep: Class 21 contains 23698 members 
Mstep: Class 22 contains 88406 members 
Mstep: Class 23 contains 21183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415032.000000 Penalty: 183124.609375
Iteration 85Q: 24 clusters Score -8.941503e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20659 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25175 members 
Mstep: Class 8 contains 37692 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13010 members 
Mstep: Class 14 contains 60648 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12797 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 21870 members 
Mstep: Class 21 contains 23697 members 
Mstep: Class 22 contains 88402 members 
Mstep: Class 23 contains 21181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415192.000000 Penalty: 183124.609375
Iteration 86Q: 24 clusters Score -8.941519e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 7215 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20648 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25171 members 
Mstep: Class 8 contains 37695 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13008 members 
Mstep: Class 14 contains 60656 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12810 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 21872 members 
Mstep: Class 21 contains 23697 members 
Mstep: Class 22 contains 88401 members 
Mstep: Class 23 contains 21182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415200.000000 Penalty: 183124.609375
Iteration 87Q: 24 clusters Score -8.94152e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 7221 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20632 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25172 members 
Mstep: Class 8 contains 37699 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13006 members 
Mstep: Class 14 contains 60669 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21873 members 
Mstep: Class 21 contains 23699 members 
Mstep: Class 22 contains 88401 members 
Mstep: Class 23 contains 21183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415256.000000 Penalty: 183124.609375
Iteration 88Q: 24 clusters Score -8.941526e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 7235 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20622 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25172 members 
Mstep: Class 8 contains 37702 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13005 members 
Mstep: Class 14 contains 60678 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12808 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21875 members 
Mstep: Class 21 contains 23704 members 
Mstep: Class 22 contains 88396 members 
Mstep: Class 23 contains 21185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415160.000000 Penalty: 183124.609375
Iteration 89Q: 24 clusters Score -8.941516e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20608 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25171 members 
Mstep: Class 8 contains 37703 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 13002 members 
Mstep: Class 14 contains 60691 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12799 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 21878 members 
Mstep: Class 21 contains 23704 members 
Mstep: Class 22 contains 88399 members 
Mstep: Class 23 contains 21185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415160.000000 Penalty: 183124.609375
Iteration 90Q: 24 clusters Score -8.941516e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20603 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25170 members 
Mstep: Class 8 contains 37708 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12997 members 
Mstep: Class 14 contains 60705 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12796 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 20 contains 21880 members 
Mstep: Class 21 contains 23703 members 
Mstep: Class 22 contains 88402 members 
Mstep: Class 23 contains 21186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415192.000000 Penalty: 183124.609375
Iteration 91Q: 24 clusters Score -8.941519e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20598 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25172 members 
Mstep: Class 8 contains 37711 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12992 members 
Mstep: Class 14 contains 60716 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12784 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 6119 members 
Mstep: Class 20 contains 21882 members 
Mstep: Class 21 contains 23706 members 
Mstep: Class 22 contains 88404 members 
Mstep: Class 23 contains 21184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415144.000000 Penalty: 183124.609375
Iteration 92Q: 24 clusters Score -8.941514e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20595 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25174 members 
Mstep: Class 8 contains 37718 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12988 members 
Mstep: Class 14 contains 60728 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12776 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 20 contains 21883 members 
Mstep: Class 21 contains 23705 members 
Mstep: Class 22 contains 88405 members 
Mstep: Class 23 contains 21183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415272.000000 Penalty: 183124.609375
Iteration 93Q: 24 clusters Score -8.941527e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20585 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25178 members 
Mstep: Class 8 contains 37720 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12983 members 
Mstep: Class 14 contains 60739 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12774 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6122 members 
Mstep: Class 20 contains 21884 members 
Mstep: Class 21 contains 23704 members 
Mstep: Class 22 contains 88402 members 
Mstep: Class 23 contains 21190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415264.000000 Penalty: 183124.609375
Iteration 94Q: 24 clusters Score -8.941526e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20567 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25176 members 
Mstep: Class 8 contains 37725 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6902 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12977 members 
Mstep: Class 14 contains 60755 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12779 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 21889 members 
Mstep: Class 21 contains 23699 members 
Mstep: Class 22 contains 88395 members 
Mstep: Class 23 contains 21204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415176.000000 Penalty: 183124.609375
Iteration 95Q: 24 clusters Score -8.941518e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20562 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25175 members 
Mstep: Class 8 contains 37729 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6903 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12974 members 
Mstep: Class 14 contains 60766 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 5388 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 21893 members 
Mstep: Class 21 contains 23697 members 
Mstep: Class 22 contains 88390 members 
Mstep: Class 23 contains 21208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415080.000000 Penalty: 183124.609375
Iteration 96Q: 24 clusters Score -8.941508e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20557 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25174 members 
Mstep: Class 8 contains 37729 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6899 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12974 members 
Mstep: Class 14 contains 60772 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12766 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6119 members 
Mstep: Class 20 contains 21896 members 
Mstep: Class 21 contains 23695 members 
Mstep: Class 22 contains 88384 members 
Mstep: Class 23 contains 21216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415096.000000 Penalty: 183124.609375
Iteration 97Q: 24 clusters Score -8.94151e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25175 members 
Mstep: Class 8 contains 37734 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12972 members 
Mstep: Class 14 contains 60778 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12755 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 21895 members 
Mstep: Class 21 contains 23696 members 
Mstep: Class 22 contains 88378 members 
Mstep: Class 23 contains 21221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415152.000000 Penalty: 183124.609375
Iteration 98Q: 24 clusters Score -8.941515e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20533 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25174 members 
Mstep: Class 8 contains 37737 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6899 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12970 members 
Mstep: Class 14 contains 60787 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12746 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 21897 members 
Mstep: Class 21 contains 23700 members 
Mstep: Class 22 contains 88375 members 
Mstep: Class 23 contains 21224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415152.000000 Penalty: 183124.609375
Iteration 99Q: 24 clusters Score -8.941515e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20525 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25174 members 
Mstep: Class 8 contains 37740 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6899 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12970 members 
Mstep: Class 14 contains 60803 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 21898 members 
Mstep: Class 21 contains 23696 members 
Mstep: Class 22 contains 88371 members 
Mstep: Class 23 contains 21226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415080.000000 Penalty: 183124.609375
Iteration 100F: 24 clusters Score -8.941508e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 7364 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20516 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25174 members 
Mstep: Class 8 contains 37745 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12969 members 
Mstep: Class 14 contains 60810 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 20 contains 21900 members 
Mstep: Class 21 contains 23689 members 
Mstep: Class 22 contains 88369 members 
Mstep: Class 23 contains 21226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415016.000000 Penalty: 183124.609375
Iteration 101Q: 24 clusters Score -8.941502e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20508 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25172 members 
Mstep: Class 8 contains 37749 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12967 members 
Mstep: Class 14 contains 60819 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 20 contains 21905 members 
Mstep: Class 21 contains 23690 members 
Mstep: Class 22 contains 88371 members 
Mstep: Class 23 contains 21229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415032.000000 Penalty: 183124.609375
Iteration 102Q: 24 clusters Score -8.941503e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 7375 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20504 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25174 members 
Mstep: Class 8 contains 37753 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6896 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12965 members 
Mstep: Class 14 contains 60821 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 21905 members 
Mstep: Class 21 contains 23690 members 
Mstep: Class 22 contains 88372 members 
Mstep: Class 23 contains 21232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414888.000000 Penalty: 183124.609375
Iteration 103Q: 24 clusters Score -8.941489e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 7378 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20501 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25179 members 
Mstep: Class 8 contains 37755 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60832 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12744 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 21904 members 
Mstep: Class 21 contains 23694 members 
Mstep: Class 22 contains 88365 members 
Mstep: Class 23 contains 21234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414960.000000 Penalty: 183124.609375
Iteration 104Q: 24 clusters Score -8.941496e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 7387 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20490 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25182 members 
Mstep: Class 8 contains 37755 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60836 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 21905 members 
Mstep: Class 21 contains 23692 members 
Mstep: Class 22 contains 88364 members 
Mstep: Class 23 contains 21230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415136.000000 Penalty: 183124.609375
Iteration 105Q: 24 clusters Score -8.941514e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 7385 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25184 members 
Mstep: Class 8 contains 37755 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60843 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12753 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 21906 members 
Mstep: Class 21 contains 23691 members 
Mstep: Class 22 contains 88364 members 
Mstep: Class 23 contains 21231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415192.000000 Penalty: 183124.609375
Iteration 106Q: 24 clusters Score -8.941519e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 7390 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20485 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25186 members 
Mstep: Class 8 contains 37756 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6899 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60849 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12754 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 21908 members 
Mstep: Class 21 contains 23689 members 
Mstep: Class 22 contains 88364 members 
Mstep: Class 23 contains 21230 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 24 clusters Score -8.941522e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 7398 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20482 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25188 members 
Mstep: Class 8 contains 37756 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60851 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12756 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 6119 members 
Mstep: Class 20 contains 21908 members 
Mstep: Class 21 contains 23686 members 
Mstep: Class 22 contains 88364 members 
Mstep: Class 23 contains 21231 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 24 clusters Score -8.941528e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20474 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25190 members 
Mstep: Class 8 contains 37753 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60855 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12758 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6119 members 
Mstep: Class 20 contains 21909 members 
Mstep: Class 21 contains 23686 members 
Mstep: Class 22 contains 88364 members 
Mstep: Class 23 contains 21234 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 24 clusters Score -8.94153e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 7426 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20463 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25193 members 
Mstep: Class 8 contains 37753 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6896 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60855 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 21913 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 88362 members 
Mstep: Class 23 contains 21235 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 24 clusters Score -8.941529e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 7432 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20460 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25195 members 
Mstep: Class 8 contains 37753 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60862 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12758 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5380 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 21912 members 
Mstep: Class 21 contains 23682 members 
Mstep: Class 22 contains 88362 members 
Mstep: Class 23 contains 21237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415320.000000 Penalty: 183124.609375
Iteration 111Q: 24 clusters Score -8.941532e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 7433 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20460 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25195 members 
Mstep: Class 8 contains 37755 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6896 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60869 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12754 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 21917 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88359 members 
Mstep: Class 23 contains 21238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415296.000000 Penalty: 183124.609375
Iteration 112Q: 24 clusters Score -8.94153e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83932 members 
Mstep: Class 2 contains 7438 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20460 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25194 members 
Mstep: Class 8 contains 37756 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60872 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12756 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 21916 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88356 members 
Mstep: Class 23 contains 21239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415288.000000 Penalty: 183124.609375
Iteration 113Q: 24 clusters Score -8.941529e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20457 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25195 members 
Mstep: Class 8 contains 37755 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60875 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12759 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 21917 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88355 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415200.000000 Penalty: 183124.609375
Iteration 114Q: 24 clusters Score -8.94152e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 7449 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20454 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25195 members 
Mstep: Class 8 contains 37759 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60872 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12766 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 6119 members 
Mstep: Class 20 contains 21919 members 
Mstep: Class 21 contains 23679 members 
Mstep: Class 22 contains 88355 members 
Mstep: Class 23 contains 21242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415216.000000 Penalty: 183124.609375
Iteration 115Q: 24 clusters Score -8.941522e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20447 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25195 members 
Mstep: Class 8 contains 37762 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60874 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12764 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 19 contains 6119 members 
Mstep: Class 20 contains 21923 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88355 members 
Mstep: Class 23 contains 21243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415176.000000 Penalty: 183124.609375
Iteration 116Q: 24 clusters Score -8.941518e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20443 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25199 members 
Mstep: Class 8 contains 37761 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60880 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12757 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 21926 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 88356 members 
Mstep: Class 23 contains 21242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415232.000000 Penalty: 183124.609375
Iteration 117Q: 24 clusters Score -8.941523e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20439 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25199 members 
Mstep: Class 8 contains 37764 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60885 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12753 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 21931 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 88353 members 
Mstep: Class 23 contains 21242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415224.000000 Penalty: 183124.609375
Iteration 118Q: 24 clusters Score -8.941522e+07 nChanged 40
Entering ConstructFrom: 
Score: -89415224.000000 Penalty: 183124.609375
Entering ConstructFrom: 
Trying to split cluster 1 (83882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Entering Unmasked Estep 
Score: -17337338.000000 Penalty: 6944.014648
	Iteration 0F: 2 clusters Score -1.733734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -17279582.000000 Penalty: 13888.029297
	Iteration 0F: 3 clusters Score -1.727958e+07 nChanged 38226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -17301242.000000 Penalty: 13888.029297
	Iteration 1F: 3 clusters Score -1.730124e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -17303806.000000 Penalty: 13888.029297
	Iteration 2F: 3 clusters Score -1.730381e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -17306020.000000 Penalty: 13888.029297
	Iteration 3F: 3 clusters Score -1.730602e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -17307652.000000 Penalty: 13888.029297
	Iteration 4F: 3 clusters Score -1.730765e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -17309264.000000 Penalty: 13888.029297
	Iteration 5Q: 3 clusters Score -1.730926e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -17310966.000000 Penalty: 13888.029297
	Iteration 6Q: 3 clusters Score -1.731097e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -17313358.000000 Penalty: 13888.029297
	Iteration 7F: 3 clusters Score -1.731336e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -17316308.000000 Penalty: 13888.029297
	Iteration 8F: 3 clusters Score -1.731631e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -17320224.000000 Penalty: 13888.029297
	Iteration 9F: 3 clusters Score -1.732022e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -17324748.000000 Penalty: 13888.029297
	Iteration 10F: 3 clusters Score -1.732475e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -17329204.000000 Penalty: 13888.029297
	Iteration 11F: 3 clusters Score -1.73292e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -17332550.000000 Penalty: 13888.029297
	Iteration 12Q: 3 clusters Score -1.733255e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 76622 members 
Entering Unmasked Estep 
Score: -17334860.000000 Penalty: 13888.029297
	Iteration 13Q: 3 clusters Score -1.733486e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -17336058.000000 Penalty: 13888.029297
	Iteration 14Q: 3 clusters Score -1.733606e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -17336892.000000 Penalty: 13888.029297
	Iteration 15Q: 3 clusters Score -1.733689e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 79346 members 
Entering Unmasked Estep 
Score: -17337414.000000 Penalty: 13888.029297
	Iteration 16Q: 3 clusters Score -1.733741e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -17337764.000000 Penalty: 13888.029297
	Iteration 17Q: 3 clusters Score -1.733776e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -17337882.000000 Penalty: 13888.029297
	Iteration 18Q: 3 clusters Score -1.733788e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -17337916.000000 Penalty: 13888.029297
	Iteration 19Q: 3 clusters Score -1.733792e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -17337970.000000 Penalty: 13888.029297
	Iteration 20F: 3 clusters Score -1.733797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -17337984.000000 Penalty: 13888.029297
	Iteration 21Q: 3 clusters Score -1.733798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -17337992.000000 Penalty: 13888.029297
	Iteration 22Q: 3 clusters Score -1.733799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -17337988.000000 Penalty: 13888.029297
	Iteration 23Q: 3 clusters Score -1.733799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -17337998.000000 Penalty: 13888.029297
	Iteration 24Q: 3 clusters Score -1.7338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -17337996.000000 Penalty: 13888.029297
	Iteration 25Q: 3 clusters Score -1.7338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 80160 members 
Entering Unmasked Estep 
Score: -17338004.000000 Penalty: 13888.029297
	Iteration 26Q: 3 clusters Score -1.7338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -17338026.000000 Penalty: 13888.029297
	Iteration 27Q: 3 clusters Score -1.733803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -17338014.000000 Penalty: 13888.029297
	Iteration 28Q: 3 clusters Score -1.733801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -17338014.000000 Penalty: 13888.029297
	Iteration 29F: 3 clusters Score -1.733801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20431 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25200 members 
Mstep: Class 8 contains 37762 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60888 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 20 contains 21933 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 88353 members 
Mstep: Class 23 contains 21241 members 
Mstep: Class 24 contains 80165 members 
Entering Unmasked Estep 
Score: -89415072.000000 Penalty: 191086.562500
Splitting cluster 1 changes total score from -89415224.000000 to -89415072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Entering Unmasked Estep 
Score: -1464720.000000 Penalty: 5463.000977
	Iteration 0F: 2 clusters Score -1464720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1456085.375000 Penalty: 10926.001953
	Iteration 0F: 3 clusters Score -1456085 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1457672.625000 Penalty: 10926.001953
	Iteration 1F: 3 clusters Score -1457673 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1458048.750000 Penalty: 10926.001953
	Iteration 2F: 3 clusters Score -1458049 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1458262.875000 Penalty: 10926.001953
	Iteration 3Q: 3 clusters Score -1458263 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1458412.250000 Penalty: 10926.001953
	Iteration 4Q: 3 clusters Score -1458412 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1458527.750000 Penalty: 10926.001953
	Iteration 5Q: 3 clusters Score -1458528 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1458618.875000 Penalty: 10926.001953
	Iteration 6Q: 3 clusters Score -1458619 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1458684.500000 Penalty: 10926.001953
	Iteration 7Q: 3 clusters Score -1458684 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1458728.125000 Penalty: 10926.001953
	Iteration 8Q: 3 clusters Score -1458728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1458756.875000 Penalty: 10926.001953
	Iteration 9Q: 3 clusters Score -1458757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1458787.875000 Penalty: 10926.001953
	Iteration 10Q: 3 clusters Score -1458788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1458808.875000 Penalty: 10926.001953
	Iteration 11Q: 3 clusters Score -1458809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1458824.375000 Penalty: 10926.001953
	Iteration 12Q: 3 clusters Score -1458824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1458839.125000 Penalty: 10926.001953
	Iteration 13Q: 3 clusters Score -1458839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1458849.375000 Penalty: 10926.001953
	Iteration 14Q: 3 clusters Score -1458849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1458857.000000 Penalty: 10926.001953
	Iteration 15Q: 3 clusters Score -1458857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1458873.625000 Penalty: 10926.001953
	Iteration 16Q: 3 clusters Score -1458874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1458882.250000 Penalty: 10926.001953
	Iteration 17Q: 3 clusters Score -1458882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1458894.875000 Penalty: 10926.001953
	Iteration 18Q: 3 clusters Score -1458895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1458904.750000 Penalty: 10926.001953
	Iteration 19Q: 3 clusters Score -1458905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1458915.625000 Penalty: 10926.001953
	Iteration 20F: 3 clusters Score -1458916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1458923.375000 Penalty: 10926.001953
	Iteration 21Q: 3 clusters Score -1458923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1458933.625000 Penalty: 10926.001953
	Iteration 22Q: 3 clusters Score -1458934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1458936.250000 Penalty: 10926.001953
	Iteration 23Q: 3 clusters Score -1458936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1458945.750000 Penalty: 10926.001953
	Iteration 24Q: 3 clusters Score -1458946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1458954.625000 Penalty: 10926.001953
	Iteration 25Q: 3 clusters Score -1458955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1458961.250000 Penalty: 10926.001953
	Iteration 26Q: 3 clusters Score -1458961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1458969.250000 Penalty: 10926.001953
	Iteration 27Q: 3 clusters Score -1458969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1458982.500000 Penalty: 10926.001953
	Iteration 28Q: 3 clusters Score -1458982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1458995.625000 Penalty: 10926.001953
	Iteration 29Q: 3 clusters Score -1458996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1459003.000000 Penalty: 10926.001953
	Iteration 30Q: 3 clusters Score -1459003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1459011.625000 Penalty: 10926.001953
	Iteration 31Q: 3 clusters Score -1459012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1459029.750000 Penalty: 10926.001953
	Iteration 32Q: 3 clusters Score -1459030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1459033.375000 Penalty: 10926.001953
	Iteration 33Q: 3 clusters Score -1459033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1459049.625000 Penalty: 10926.001953
	Iteration 34Q: 3 clusters Score -1459050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1459064.625000 Penalty: 10926.001953
	Iteration 35Q: 3 clusters Score -1459065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1459077.750000 Penalty: 10926.001953
	Iteration 36Q: 3 clusters Score -1459078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1459084.500000 Penalty: 10926.001953
	Iteration 37Q: 3 clusters Score -1459084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1459096.625000 Penalty: 10926.001953
	Iteration 38Q: 3 clusters Score -1459097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1459101.125000 Penalty: 10926.001953
	Iteration 39Q: 3 clusters Score -1459101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1459107.000000 Penalty: 10926.001953
	Iteration 40F: 3 clusters Score -1459107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1459112.750000 Penalty: 10926.001953
	Iteration 41Q: 3 clusters Score -1459113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1459113.375000 Penalty: 10926.001953
	Iteration 42Q: 3 clusters Score -1459113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1459116.000000 Penalty: 10926.001953
	Iteration 43Q: 3 clusters Score -1459116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1459119.250000 Penalty: 10926.001953
	Iteration 44Q: 3 clusters Score -1459119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1459122.375000 Penalty: 10926.001953
	Iteration 45Q: 3 clusters Score -1459122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1459119.625000 Penalty: 10926.001953
	Iteration 46Q: 3 clusters Score -1459120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1459122.875000 Penalty: 10926.001953
	Iteration 47Q: 3 clusters Score -1459123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1459124.500000 Penalty: 10926.001953
	Iteration 48Q: 3 clusters Score -1459124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1459121.625000 Penalty: 10926.001953
	Iteration 49Q: 3 clusters Score -1459122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1459125.375000 Penalty: 10926.001953
	Iteration 50Q: 3 clusters Score -1459125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1459125.375000 Penalty: 10926.001953
	Iteration 51F: 3 clusters Score -1459125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -203718.578125 Penalty: 4271.295410
	Iteration 0F: 2 clusters Score -203718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -199655.390625 Penalty: 8542.590820
	Iteration 0F: 3 clusters Score -199655.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -200235.328125 Penalty: 8542.590820
	Iteration 1F: 3 clusters Score -200235.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -200572.562500 Penalty: 8542.590820
	Iteration 2Q: 3 clusters Score -200572.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -200772.453125 Penalty: 8542.590820
	Iteration 3Q: 3 clusters Score -200772.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -200961.625000 Penalty: 8542.590820
	Iteration 4Q: 3 clusters Score -200961.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -201173.875000 Penalty: 8542.590820
	Iteration 5Q: 3 clusters Score -201173.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -201320.203125 Penalty: 8542.590820
	Iteration 6Q: 3 clusters Score -201320.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -201433.640625 Penalty: 8542.590820
	Iteration 7Q: 3 clusters Score -201433.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -201612.828125 Penalty: 8542.590820
	Iteration 8Q: 3 clusters Score -201612.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -201842.859375 Penalty: 8542.590820
	Iteration 9Q: 3 clusters Score -201842.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -202115.468750 Penalty: 8542.590820
	Iteration 10Q: 3 clusters Score -202115.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -202255.562500 Penalty: 8542.590820
	Iteration 11Q: 3 clusters Score -202255.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -202305.343750 Penalty: 8542.590820
	Iteration 12Q: 3 clusters Score -202305.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -202365.484375 Penalty: 8542.590820
	Iteration 13Q: 3 clusters Score -202365.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -202451.937500 Penalty: 8542.590820
	Iteration 14Q: 3 clusters Score -202451.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -202591.125000 Penalty: 8542.590820
	Iteration 15Q: 3 clusters Score -202591.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -202746.437500 Penalty: 8542.590820
	Iteration 16Q: 3 clusters Score -202746.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -202848.109375 Penalty: 8542.590820
	Iteration 17Q: 3 clusters Score -202848.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -202951.203125 Penalty: 8542.590820
	Iteration 18Q: 3 clusters Score -202951.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -203008.046875 Penalty: 8542.590820
	Iteration 19Q: 3 clusters Score -203008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -203054.171875 Penalty: 8542.590820
	Iteration 20F: 3 clusters Score -203054.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -203100.078125 Penalty: 8542.590820
	Iteration 21Q: 3 clusters Score -203100.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -203142.812500 Penalty: 8542.590820
	Iteration 22Q: 3 clusters Score -203142.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -203169.531250 Penalty: 8542.590820
	Iteration 23Q: 3 clusters Score -203169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -203196.953125 Penalty: 8542.590820
	Iteration 24Q: 3 clusters Score -203197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -203222.531250 Penalty: 8542.590820
	Iteration 25Q: 3 clusters Score -203222.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -203245.828125 Penalty: 8542.590820
	Iteration 26Q: 3 clusters Score -203245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -203258.515625 Penalty: 8542.590820
	Iteration 27Q: 3 clusters Score -203258.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -203262.187500 Penalty: 8542.590820
	Iteration 28Q: 3 clusters Score -203262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -203262.187500 Penalty: 8542.590820
	Iteration 29F: 3 clusters Score -203262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -192824.484375 Penalty: 4259.131836
	Iteration 0F: 2 clusters Score -192824.5 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 552 members 
Entering Unmasked Estep 
Score: -188755.906250 Penalty: 8518.263672
	Iteration 0F: 3 clusters Score -188755.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -189283.078125 Penalty: 8518.263672
	Iteration 1F: 3 clusters Score -189283.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -190043.703125 Penalty: 8518.263672
	Iteration 2F: 3 clusters Score -190043.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -190347.171875 Penalty: 8518.263672
	Iteration 3F: 3 clusters Score -190347.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -190586.781250 Penalty: 8518.263672
	Iteration 4Q: 3 clusters Score -190586.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -190777.265625 Penalty: 8518.263672
	Iteration 5Q: 3 clusters Score -190777.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -190915.234375 Penalty: 8518.263672
	Iteration 6Q: 3 clusters Score -190915.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -191089.015625 Penalty: 8518.263672
	Iteration 7Q: 3 clusters Score -191089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -191279.406250 Penalty: 8518.263672
	Iteration 8Q: 3 clusters Score -191279.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -191610.640625 Penalty: 8518.263672
	Iteration 9Q: 3 clusters Score -191610.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -191919.875000 Penalty: 8518.263672
	Iteration 10Q: 3 clusters Score -191919.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -192526.578125 Penalty: 8518.263672
	Iteration 11Q: 3 clusters Score -192526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -192610.515625 Penalty: 8518.263672
	Iteration 12Q: 3 clusters Score -192610.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -192632.109375 Penalty: 8518.263672
	Iteration 13Q: 3 clusters Score -192632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -192639.265625 Penalty: 8518.263672
	Iteration 14Q: 3 clusters Score -192639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -192642.843750 Penalty: 8518.263672
	Iteration 15Q: 3 clusters Score -192642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -192648.468750 Penalty: 8518.263672
	Iteration 16Q: 3 clusters Score -192648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -192659.609375 Penalty: 8518.263672
	Iteration 17Q: 3 clusters Score -192659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -192662.718750 Penalty: 8518.263672
	Iteration 18Q: 3 clusters Score -192662.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -192662.718750 Penalty: 8518.263672
	Iteration 19F: 3 clusters Score -192662.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Entering Unmasked Estep 
Score: -4005815.000000 Penalty: 6078.945312
	Iteration 0F: 2 clusters Score -4005815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3989081.500000 Penalty: 12157.890625
	Iteration 0F: 3 clusters Score -3989082 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3993581.500000 Penalty: 12157.890625
	Iteration 1F: 3 clusters Score -3993582 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3994277.250000 Penalty: 12157.890625
	Iteration 2F: 3 clusters Score -3994277 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3994790.500000 Penalty: 12157.890625
	Iteration 3F: 3 clusters Score -3994790 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3995193.500000 Penalty: 12157.890625
	Iteration 4Q: 3 clusters Score -3995194 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3995508.000000 Penalty: 12157.890625
	Iteration 5Q: 3 clusters Score -3995508 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3995801.750000 Penalty: 12157.890625
	Iteration 6Q: 3 clusters Score -3995802 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3996037.000000 Penalty: 12157.890625
	Iteration 7Q: 3 clusters Score -3996037 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -3996254.000000 Penalty: 12157.890625
	Iteration 8Q: 3 clusters Score -3996254 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3996461.000000 Penalty: 12157.890625
	Iteration 9Q: 3 clusters Score -3996461 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3996643.750000 Penalty: 12157.890625
	Iteration 10Q: 3 clusters Score -3996644 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3996819.250000 Penalty: 12157.890625
	Iteration 11Q: 3 clusters Score -3996819 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3997007.750000 Penalty: 12157.890625
	Iteration 12Q: 3 clusters Score -3997008 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3997192.250000 Penalty: 12157.890625
	Iteration 13Q: 3 clusters Score -3997192 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3997361.750000 Penalty: 12157.890625
	Iteration 14Q: 3 clusters Score -3997362 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3997523.000000 Penalty: 12157.890625
	Iteration 15Q: 3 clusters Score -3997523 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3997686.500000 Penalty: 12157.890625
	Iteration 16Q: 3 clusters Score -3997686 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3997821.000000 Penalty: 12157.890625
	Iteration 17Q: 3 clusters Score -3997821 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3997949.250000 Penalty: 12157.890625
	Iteration 18Q: 3 clusters Score -3997949 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3998083.000000 Penalty: 12157.890625
	Iteration 19Q: 3 clusters Score -3998083 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3998193.000000 Penalty: 12157.890625
	Iteration 20F: 3 clusters Score -3998193 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3998344.250000 Penalty: 12157.890625
	Iteration 21Q: 3 clusters Score -3998344 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3998464.750000 Penalty: 12157.890625
	Iteration 22Q: 3 clusters Score -3998465 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3998600.000000 Penalty: 12157.890625
	Iteration 23Q: 3 clusters Score -3998600 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3998705.250000 Penalty: 12157.890625
	Iteration 24Q: 3 clusters Score -3998705 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3998801.500000 Penalty: 12157.890625
	Iteration 25Q: 3 clusters Score -3998802 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3998885.000000 Penalty: 12157.890625
	Iteration 26Q: 3 clusters Score -3998885 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3998957.750000 Penalty: 12157.890625
	Iteration 27Q: 3 clusters Score -3998958 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3999037.500000 Penalty: 12157.890625
	Iteration 28Q: 3 clusters Score -3999038 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3999108.750000 Penalty: 12157.890625
	Iteration 29Q: 3 clusters Score -3999109 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3999186.250000 Penalty: 12157.890625
	Iteration 30Q: 3 clusters Score -3999186 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3999262.500000 Penalty: 12157.890625
	Iteration 31Q: 3 clusters Score -3999262 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -3999323.500000 Penalty: 12157.890625
	Iteration 32Q: 3 clusters Score -3999324 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3999386.500000 Penalty: 12157.890625
	Iteration 33Q: 3 clusters Score -3999386 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3999420.250000 Penalty: 12157.890625
	Iteration 34Q: 3 clusters Score -3999420 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3999481.000000 Penalty: 12157.890625
	Iteration 35Q: 3 clusters Score -3999481 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3999520.750000 Penalty: 12157.890625
	Iteration 36Q: 3 clusters Score -3999521 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3999555.250000 Penalty: 12157.890625
	Iteration 37Q: 3 clusters Score -3999555 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3999570.250000 Penalty: 12157.890625
	Iteration 38Q: 3 clusters Score -3999570 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3999602.250000 Penalty: 12157.890625
	Iteration 39Q: 3 clusters Score -3999602 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3999638.750000 Penalty: 12157.890625
	Iteration 40F: 3 clusters Score -3999639 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3999671.750000 Penalty: 12157.890625
	Iteration 41Q: 3 clusters Score -3999672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3999698.750000 Penalty: 12157.890625
	Iteration 42Q: 3 clusters Score -3999699 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3999719.000000 Penalty: 12157.890625
	Iteration 43Q: 3 clusters Score -3999719 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -3999741.000000 Penalty: 12157.890625
	Iteration 44Q: 3 clusters Score -3999741 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -3999774.750000 Penalty: 12157.890625
	Iteration 45Q: 3 clusters Score -3999775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -3999784.750000 Penalty: 12157.890625
	Iteration 46Q: 3 clusters Score -3999785 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3999823.500000 Penalty: 12157.890625
	Iteration 47Q: 3 clusters Score -3999824 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3999868.750000 Penalty: 12157.890625
	Iteration 48Q: 3 clusters Score -3999869 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3999898.500000 Penalty: 12157.890625
	Iteration 49Q: 3 clusters Score -3999898 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3999928.250000 Penalty: 12157.890625
	Iteration 50Q: 3 clusters Score -3999928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3999943.250000 Penalty: 12157.890625
	Iteration 51Q: 3 clusters Score -3999943 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3999973.250000 Penalty: 12157.890625
	Iteration 52Q: 3 clusters Score -3999973 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4000001.500000 Penalty: 12157.890625
	Iteration 53Q: 3 clusters Score -4000002 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4000035.750000 Penalty: 12157.890625
	Iteration 54Q: 3 clusters Score -4000036 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4000071.500000 Penalty: 12157.890625
	Iteration 55Q: 3 clusters Score -4000072 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -4000108.000000 Penalty: 12157.890625
	Iteration 56Q: 3 clusters Score -4000108 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -4000134.500000 Penalty: 12157.890625
	Iteration 57Q: 3 clusters Score -4000134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4000165.750000 Penalty: 12157.890625
	Iteration 58Q: 3 clusters Score -4000166 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4000200.750000 Penalty: 12157.890625
	Iteration 59Q: 3 clusters Score -4000201 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -4000263.500000 Penalty: 12157.890625
	Iteration 60F: 3 clusters Score -4000264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -4000306.000000 Penalty: 12157.890625
	Iteration 61Q: 3 clusters Score -4000306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4000338.250000 Penalty: 12157.890625
	Iteration 62Q: 3 clusters Score -4000338 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4000368.500000 Penalty: 12157.890625
	Iteration 63Q: 3 clusters Score -4000368 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4000406.500000 Penalty: 12157.890625
	Iteration 64Q: 3 clusters Score -4000406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4000445.750000 Penalty: 12157.890625
	Iteration 65Q: 3 clusters Score -4000446 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4000491.750000 Penalty: 12157.890625
	Iteration 66Q: 3 clusters Score -4000492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -4000533.500000 Penalty: 12157.890625
	Iteration 67Q: 3 clusters Score -4000534 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4000566.000000 Penalty: 12157.890625
	Iteration 68Q: 3 clusters Score -4000566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4000596.000000 Penalty: 12157.890625
	Iteration 69Q: 3 clusters Score -4000596 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4000614.250000 Penalty: 12157.890625
	Iteration 70Q: 3 clusters Score -4000614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -4000645.250000 Penalty: 12157.890625
	Iteration 71Q: 3 clusters Score -4000645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -4000657.250000 Penalty: 12157.890625
	Iteration 72Q: 3 clusters Score -4000657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4000665.250000 Penalty: 12157.890625
	Iteration 73Q: 3 clusters Score -4000665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -4000671.250000 Penalty: 12157.890625
	Iteration 74Q: 3 clusters Score -4000671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -4000682.000000 Penalty: 12157.890625
	Iteration 75Q: 3 clusters Score -4000682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4000688.750000 Penalty: 12157.890625
	Iteration 76Q: 3 clusters Score -4000689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -4000692.000000 Penalty: 12157.890625
	Iteration 77Q: 3 clusters Score -4000692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -4000699.500000 Penalty: 12157.890625
	Iteration 78Q: 3 clusters Score -4000700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -4000708.250000 Penalty: 12157.890625
	Iteration 79Q: 3 clusters Score -4000708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4000724.500000 Penalty: 12157.890625
	Iteration 80F: 3 clusters Score -4000724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4000738.250000 Penalty: 12157.890625
	Iteration 81Q: 3 clusters Score -4000738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4000736.500000 Penalty: 12157.890625
	Iteration 82Q: 3 clusters Score -4000736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4000736.750000 Penalty: 12157.890625
	Iteration 83Q: 3 clusters Score -4000737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4000753.000000 Penalty: 12157.890625
	Iteration 84Q: 3 clusters Score -4000753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4000759.000000 Penalty: 12157.890625
	Iteration 85Q: 3 clusters Score -4000759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4000770.500000 Penalty: 12157.890625
	Iteration 86Q: 3 clusters Score -4000770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4000776.000000 Penalty: 12157.890625
	Iteration 87Q: 3 clusters Score -4000776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4000769.250000 Penalty: 12157.890625
	Iteration 88Q: 3 clusters Score -4000769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4000778.500000 Penalty: 12157.890625
	Iteration 89Q: 3 clusters Score -4000778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -4000780.000000 Penalty: 12157.890625
	Iteration 90Q: 3 clusters Score -4000780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4000782.500000 Penalty: 12157.890625
	Iteration 91Q: 3 clusters Score -4000782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -4000783.000000 Penalty: 12157.890625
	Iteration 92Q: 3 clusters Score -4000783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4000794.750000 Penalty: 12157.890625
	Iteration 93Q: 3 clusters Score -4000795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4000794.250000 Penalty: 12157.890625
	Iteration 94Q: 3 clusters Score -4000794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4000794.750000 Penalty: 12157.890625
	Iteration 95Q: 3 clusters Score -4000795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4000802.500000 Penalty: 12157.890625
	Iteration 96Q: 3 clusters Score -4000802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4000800.750000 Penalty: 12157.890625
	Iteration 97Q: 3 clusters Score -4000801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4000805.000000 Penalty: 12157.890625
	Iteration 98Q: 3 clusters Score -4000805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -4000807.250000 Penalty: 12157.890625
	Iteration 99Q: 3 clusters Score -4000807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4000806.000000 Penalty: 12157.890625
	Iteration 100F: 3 clusters Score -4000806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4000810.000000 Penalty: 12157.890625
	Iteration 101Q: 3 clusters Score -4000810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4000806.250000 Penalty: 12157.890625
	Iteration 102Q: 3 clusters Score -4000806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -4000808.750000 Penalty: 12157.890625
	Iteration 103Q: 3 clusters Score -4000809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -4000808.750000 Penalty: 12157.890625
	Iteration 104F: 3 clusters Score -4000809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -108271.062500 Penalty: 3977.424316
	Iteration 0F: 2 clusters Score -108271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104926.242188 Penalty: 7954.848633
	Iteration 0F: 3 clusters Score -104926.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -105562.164062 Penalty: 7954.848633
	Iteration 1F: 3 clusters Score -105562.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -106016.953125 Penalty: 7954.848633
	Iteration 2F: 3 clusters Score -106017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106308.625000 Penalty: 7954.848633
	Iteration 3Q: 3 clusters Score -106308.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106488.101562 Penalty: 7954.848633
	Iteration 4Q: 3 clusters Score -106488.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106602.523438 Penalty: 7954.848633
	Iteration 5Q: 3 clusters Score -106602.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106670.007812 Penalty: 7954.848633
	Iteration 6Q: 3 clusters Score -106670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106694.320312 Penalty: 7954.848633
	Iteration 7Q: 3 clusters Score -106694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -106715.390625 Penalty: 7954.848633
	Iteration 8Q: 3 clusters Score -106715.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -106715.390625 Penalty: 7954.848633
	Iteration 9F: 3 clusters Score -106715.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Entering Unmasked Estep 
Score: -5195718.000000 Penalty: 6207.442383
	Iteration 0F: 2 clusters Score -5195718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -5175948.500000 Penalty: 12414.884766
	Iteration 0F: 3 clusters Score -5175948 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -5181475.000000 Penalty: 12414.884766
	Iteration 1F: 3 clusters Score -5181475 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -5182077.500000 Penalty: 12414.884766
	Iteration 2F: 3 clusters Score -5182078 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -5182539.500000 Penalty: 12414.884766
	Iteration 3Q: 3 clusters Score -5182540 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -5182900.000000 Penalty: 12414.884766
	Iteration 4Q: 3 clusters Score -5182900 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -5183132.000000 Penalty: 12414.884766
	Iteration 5Q: 3 clusters Score -5183132 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -5183394.000000 Penalty: 12414.884766
	Iteration 6Q: 3 clusters Score -5183394 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -5183582.000000 Penalty: 12414.884766
	Iteration 7Q: 3 clusters Score -5183582 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -5183766.500000 Penalty: 12414.884766
	Iteration 8Q: 3 clusters Score -5183766 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -5183965.000000 Penalty: 12414.884766
	Iteration 9Q: 3 clusters Score -5183965 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -5184207.500000 Penalty: 12414.884766
	Iteration 10Q: 3 clusters Score -5184208 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -5184422.000000 Penalty: 12414.884766
	Iteration 11Q: 3 clusters Score -5184422 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -5184672.000000 Penalty: 12414.884766
	Iteration 12Q: 3 clusters Score -5184672 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -5184986.000000 Penalty: 12414.884766
	Iteration 13Q: 3 clusters Score -5184986 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -5185328.000000 Penalty: 12414.884766
	Iteration 14Q: 3 clusters Score -5185328 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -5185719.000000 Penalty: 12414.884766
	Iteration 15Q: 3 clusters Score -5185719 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -5186180.000000 Penalty: 12414.884766
	Iteration 16Q: 3 clusters Score -5186180 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -5186660.000000 Penalty: 12414.884766
	Iteration 17Q: 3 clusters Score -5186660 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -5187107.500000 Penalty: 12414.884766
	Iteration 18Q: 3 clusters Score -5187108 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -5187556.000000 Penalty: 12414.884766
	Iteration 19Q: 3 clusters Score -5187556 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5187943.000000 Penalty: 12414.884766
	Iteration 20F: 3 clusters Score -5187943 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -5188284.000000 Penalty: 12414.884766
	Iteration 21Q: 3 clusters Score -5188284 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -5188577.000000 Penalty: 12414.884766
	Iteration 22Q: 3 clusters Score -5188577 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -5188810.000000 Penalty: 12414.884766
	Iteration 23Q: 3 clusters Score -5188810 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5189066.000000 Penalty: 12414.884766
	Iteration 24Q: 3 clusters Score -5189066 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -5189257.000000 Penalty: 12414.884766
	Iteration 25Q: 3 clusters Score -5189257 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -5189425.000000 Penalty: 12414.884766
	Iteration 26Q: 3 clusters Score -5189425 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5189595.500000 Penalty: 12414.884766
	Iteration 27Q: 3 clusters Score -5189596 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5189703.000000 Penalty: 12414.884766
	Iteration 28Q: 3 clusters Score -5189703 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5189807.500000 Penalty: 12414.884766
	Iteration 29Q: 3 clusters Score -5189808 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5189866.500000 Penalty: 12414.884766
	Iteration 30Q: 3 clusters Score -5189866 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5189937.500000 Penalty: 12414.884766
	Iteration 31Q: 3 clusters Score -5189938 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5189974.000000 Penalty: 12414.884766
	Iteration 32Q: 3 clusters Score -5189974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5190010.000000 Penalty: 12414.884766
	Iteration 33Q: 3 clusters Score -5190010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5190032.000000 Penalty: 12414.884766
	Iteration 34Q: 3 clusters Score -5190032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5190086.000000 Penalty: 12414.884766
	Iteration 35Q: 3 clusters Score -5190086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5190108.000000 Penalty: 12414.884766
	Iteration 36Q: 3 clusters Score -5190108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5190145.500000 Penalty: 12414.884766
	Iteration 37Q: 3 clusters Score -5190146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5190180.500000 Penalty: 12414.884766
	Iteration 38Q: 3 clusters Score -5190180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5190201.000000 Penalty: 12414.884766
	Iteration 39Q: 3 clusters Score -5190201 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5190233.500000 Penalty: 12414.884766
	Iteration 40F: 3 clusters Score -5190234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5190255.000000 Penalty: 12414.884766
	Iteration 41Q: 3 clusters Score -5190255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5190289.500000 Penalty: 12414.884766
	Iteration 42Q: 3 clusters Score -5190290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5190308.500000 Penalty: 12414.884766
	Iteration 43Q: 3 clusters Score -5190308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5190325.500000 Penalty: 12414.884766
	Iteration 44Q: 3 clusters Score -5190326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5190349.500000 Penalty: 12414.884766
	Iteration 45Q: 3 clusters Score -5190350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5190379.000000 Penalty: 12414.884766
	Iteration 46Q: 3 clusters Score -5190379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5190401.000000 Penalty: 12414.884766
	Iteration 47Q: 3 clusters Score -5190401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5190399.000000 Penalty: 12414.884766
	Iteration 48Q: 3 clusters Score -5190399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5190417.500000 Penalty: 12414.884766
	Iteration 49Q: 3 clusters Score -5190418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5190422.000000 Penalty: 12414.884766
	Iteration 50Q: 3 clusters Score -5190422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5190421.500000 Penalty: 12414.884766
	Iteration 51Q: 3 clusters Score -5190422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5190416.500000 Penalty: 12414.884766
	Iteration 52Q: 3 clusters Score -5190416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5190422.500000 Penalty: 12414.884766
	Iteration 53Q: 3 clusters Score -5190422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5190435.500000 Penalty: 12414.884766
	Iteration 54Q: 3 clusters Score -5190436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5190432.500000 Penalty: 12414.884766
	Iteration 55Q: 3 clusters Score -5190432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5190437.000000 Penalty: 12414.884766
	Iteration 56Q: 3 clusters Score -5190437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5190450.500000 Penalty: 12414.884766
	Iteration 57Q: 3 clusters Score -5190450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5190454.500000 Penalty: 12414.884766
	Iteration 58Q: 3 clusters Score -5190454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5190458.500000 Penalty: 12414.884766
	Iteration 59Q: 3 clusters Score -5190458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5190464.500000 Penalty: 12414.884766
	Iteration 60F: 3 clusters Score -5190464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5190475.000000 Penalty: 12414.884766
	Iteration 61Q: 3 clusters Score -5190475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5190467.500000 Penalty: 12414.884766
	Iteration 62Q: 3 clusters Score -5190468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5190487.000000 Penalty: 12414.884766
	Iteration 63Q: 3 clusters Score -5190487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5190489.000000 Penalty: 12414.884766
	Iteration 64Q: 3 clusters Score -5190489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5190499.000000 Penalty: 12414.884766
	Iteration 65Q: 3 clusters Score -5190499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5190491.500000 Penalty: 12414.884766
	Iteration 66Q: 3 clusters Score -5190492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5190498.000000 Penalty: 12414.884766
	Iteration 67Q: 3 clusters Score -5190498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5190514.000000 Penalty: 12414.884766
	Iteration 68Q: 3 clusters Score -5190514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5190541.500000 Penalty: 12414.884766
	Iteration 69Q: 3 clusters Score -5190542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5190553.000000 Penalty: 12414.884766
	Iteration 70Q: 3 clusters Score -5190553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5190571.000000 Penalty: 12414.884766
	Iteration 71Q: 3 clusters Score -5190571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5190579.000000 Penalty: 12414.884766
	Iteration 72Q: 3 clusters Score -5190579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5190590.500000 Penalty: 12414.884766
	Iteration 73Q: 3 clusters Score -5190590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5190607.500000 Penalty: 12414.884766
	Iteration 74Q: 3 clusters Score -5190608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5190607.500000 Penalty: 12414.884766
	Iteration 75Q: 3 clusters Score -5190608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5190610.500000 Penalty: 12414.884766
	Iteration 76Q: 3 clusters Score -5190610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5190622.500000 Penalty: 12414.884766
	Iteration 77Q: 3 clusters Score -5190622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5190615.500000 Penalty: 12414.884766
	Iteration 78Q: 3 clusters Score -5190616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5190626.000000 Penalty: 12414.884766
	Iteration 79Q: 3 clusters Score -5190626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5190629.000000 Penalty: 12414.884766
	Iteration 80F: 3 clusters Score -5190629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5190632.500000 Penalty: 12414.884766
	Iteration 81Q: 3 clusters Score -5190632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5190632.500000 Penalty: 12414.884766
	Iteration 82Q: 3 clusters Score -5190632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5190632.500000 Penalty: 12414.884766
	Iteration 83F: 3 clusters Score -5190632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Entering Unmasked Estep 
Score: -7819080.500000 Penalty: 6455.173340
	Iteration 0F: 2 clusters Score -7819080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -7791430.000000 Penalty: 12910.346680
	Iteration 0F: 3 clusters Score -7791430 nChanged 16185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -7799959.000000 Penalty: 12910.346680
	Iteration 1F: 3 clusters Score -7799959 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -7800879.500000 Penalty: 12910.346680
	Iteration 2F: 3 clusters Score -7800880 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -7801563.500000 Penalty: 12910.346680
	Iteration 3Q: 3 clusters Score -7801564 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -7802150.000000 Penalty: 12910.346680
	Iteration 4Q: 3 clusters Score -7802150 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -7802662.500000 Penalty: 12910.346680
	Iteration 5Q: 3 clusters Score -7802662 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -7803181.500000 Penalty: 12910.346680
	Iteration 6Q: 3 clusters Score -7803182 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -7803788.500000 Penalty: 12910.346680
	Iteration 7Q: 3 clusters Score -7803788 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -7804439.000000 Penalty: 12910.346680
	Iteration 8Q: 3 clusters Score -7804439 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -7805184.500000 Penalty: 12910.346680
	Iteration 9Q: 3 clusters Score -7805184 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -7806081.500000 Penalty: 12910.346680
	Iteration 10Q: 3 clusters Score -7806082 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -7807118.000000 Penalty: 12910.346680
	Iteration 11Q: 3 clusters Score -7807118 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -7808090.500000 Penalty: 12910.346680
	Iteration 12Q: 3 clusters Score -7808090 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -7808966.000000 Penalty: 12910.346680
	Iteration 13Q: 3 clusters Score -7808966 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -7809813.000000 Penalty: 12910.346680
	Iteration 14Q: 3 clusters Score -7809813 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -7810529.500000 Penalty: 12910.346680
	Iteration 15Q: 3 clusters Score -7810530 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -7811069.500000 Penalty: 12910.346680
	Iteration 16Q: 3 clusters Score -7811070 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -7811583.000000 Penalty: 12910.346680
	Iteration 17Q: 3 clusters Score -7811583 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -7811987.500000 Penalty: 12910.346680
	Iteration 18Q: 3 clusters Score -7811988 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -7812313.500000 Penalty: 12910.346680
	Iteration 19Q: 3 clusters Score -7812314 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -7812558.000000 Penalty: 12910.346680
	Iteration 20F: 3 clusters Score -7812558 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -7812748.000000 Penalty: 12910.346680
	Iteration 21Q: 3 clusters Score -7812748 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -7812905.500000 Penalty: 12910.346680
	Iteration 22Q: 3 clusters Score -7812906 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -7812990.500000 Penalty: 12910.346680
	Iteration 23Q: 3 clusters Score -7812990 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -7813089.000000 Penalty: 12910.346680
	Iteration 24Q: 3 clusters Score -7813089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -7813166.000000 Penalty: 12910.346680
	Iteration 25Q: 3 clusters Score -7813166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -7813255.500000 Penalty: 12910.346680
	Iteration 26Q: 3 clusters Score -7813256 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -7813314.000000 Penalty: 12910.346680
	Iteration 27Q: 3 clusters Score -7813314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -7813359.000000 Penalty: 12910.346680
	Iteration 28Q: 3 clusters Score -7813359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -7813413.000000 Penalty: 12910.346680
	Iteration 29Q: 3 clusters Score -7813413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -7813435.000000 Penalty: 12910.346680
	Iteration 30Q: 3 clusters Score -7813435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -7813465.000000 Penalty: 12910.346680
	Iteration 31Q: 3 clusters Score -7813465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -7813474.000000 Penalty: 12910.346680
	Iteration 32Q: 3 clusters Score -7813474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -7813500.000000 Penalty: 12910.346680
	Iteration 33Q: 3 clusters Score -7813500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -7813529.000000 Penalty: 12910.346680
	Iteration 34Q: 3 clusters Score -7813529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -7813530.000000 Penalty: 12910.346680
	Iteration 35Q: 3 clusters Score -7813530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -7813545.500000 Penalty: 12910.346680
	Iteration 36Q: 3 clusters Score -7813546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -7813576.000000 Penalty: 12910.346680
	Iteration 37Q: 3 clusters Score -7813576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -7813587.500000 Penalty: 12910.346680
	Iteration 38Q: 3 clusters Score -7813588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -7813601.500000 Penalty: 12910.346680
	Iteration 39Q: 3 clusters Score -7813602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -7813596.500000 Penalty: 12910.346680
	Iteration 40F: 3 clusters Score -7813596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -7813612.500000 Penalty: 12910.346680
	Iteration 41Q: 3 clusters Score -7813612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -7813626.500000 Penalty: 12910.346680
	Iteration 42Q: 3 clusters Score -7813626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -7813636.500000 Penalty: 12910.346680
	Iteration 43Q: 3 clusters Score -7813636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -7813635.000000 Penalty: 12910.346680
	Iteration 44Q: 3 clusters Score -7813635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -7813640.500000 Penalty: 12910.346680
	Iteration 45Q: 3 clusters Score -7813640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -7813651.500000 Penalty: 12910.346680
	Iteration 46Q: 3 clusters Score -7813652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -7813648.500000 Penalty: 12910.346680
	Iteration 47Q: 3 clusters Score -7813648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -7813655.500000 Penalty: 12910.346680
	Iteration 48Q: 3 clusters Score -7813656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -7813655.000000 Penalty: 12910.346680
	Iteration 49Q: 3 clusters Score -7813655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -7813655.500000 Penalty: 12910.346680
	Iteration 50Q: 3 clusters Score -7813656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -7813657.500000 Penalty: 12910.346680
	Iteration 51Q: 3 clusters Score -7813658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -7813657.500000 Penalty: 12910.346680
	Iteration 52F: 3 clusters Score -7813658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -111393.234375 Penalty: 3890.985352
	Iteration 0F: 2 clusters Score -111393.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -107933.781250 Penalty: 7781.970703
	Iteration 0F: 3 clusters Score -107933.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -108151.171875 Penalty: 7781.970703
	Iteration 1F: 3 clusters Score -108151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -108205.226562 Penalty: 7781.970703
	Iteration 2Q: 3 clusters Score -108205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -108228.546875 Penalty: 7781.970703
	Iteration 3Q: 3 clusters Score -108228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -108249.250000 Penalty: 7781.970703
	Iteration 4Q: 3 clusters Score -108249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -108251.304688 Penalty: 7781.970703
	Iteration 5Q: 3 clusters Score -108251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -108251.304688 Penalty: 7781.970703
	Iteration 6F: 3 clusters Score -108251.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -81819.296875 Penalty: 3763.313721
	Iteration 0F: 2 clusters Score -81819.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78568.304688 Penalty: 7526.627441
	Iteration 0F: 3 clusters Score -78568.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -78764.335938 Penalty: 7526.627441
	Iteration 1F: 3 clusters Score -78764.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78817.226562 Penalty: 7526.627441
	Iteration 2Q: 3 clusters Score -78817.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -78842.476562 Penalty: 7526.627441
	Iteration 3Q: 3 clusters Score -78842.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78850.070312 Penalty: 7526.627441
	Iteration 4Q: 3 clusters Score -78850.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78853.039062 Penalty: 7526.627441
	Iteration 5Q: 3 clusters Score -78853.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78871.648438 Penalty: 7526.627441
	Iteration 6Q: 3 clusters Score -78871.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78904.851562 Penalty: 7526.627441
	Iteration 7Q: 3 clusters Score -78904.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78908.382812 Penalty: 7526.627441
	Iteration 8Q: 3 clusters Score -78908.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78908.382812 Penalty: 7526.627441
	Iteration 9F: 3 clusters Score -78908.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Entering Unmasked Estep 
Score: -1375975.125000 Penalty: 5413.435059
	Iteration 0F: 2 clusters Score -1375975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1367666.750000 Penalty: 10826.870117
	Iteration 0F: 3 clusters Score -1367667 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1369134.625000 Penalty: 10826.870117
	Iteration 1F: 3 clusters Score -1369135 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1369476.750000 Penalty: 10826.870117
	Iteration 2F: 3 clusters Score -1369477 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1369658.625000 Penalty: 10826.870117
	Iteration 3Q: 3 clusters Score -1369659 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1369786.000000 Penalty: 10826.870117
	Iteration 4Q: 3 clusters Score -1369786 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1369870.000000 Penalty: 10826.870117
	Iteration 5Q: 3 clusters Score -1369870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1369922.125000 Penalty: 10826.870117
	Iteration 6Q: 3 clusters Score -1369922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1369964.625000 Penalty: 10826.870117
	Iteration 7Q: 3 clusters Score -1369965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1369985.375000 Penalty: 10826.870117
	Iteration 8Q: 3 clusters Score -1369985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1370008.500000 Penalty: 10826.870117
	Iteration 9Q: 3 clusters Score -1370008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1370022.625000 Penalty: 10826.870117
	Iteration 10Q: 3 clusters Score -1370023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1370036.500000 Penalty: 10826.870117
	Iteration 11Q: 3 clusters Score -1370036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1370049.625000 Penalty: 10826.870117
	Iteration 12Q: 3 clusters Score -1370050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1370053.875000 Penalty: 10826.870117
	Iteration 13Q: 3 clusters Score -1370054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1370061.625000 Penalty: 10826.870117
	Iteration 14Q: 3 clusters Score -1370062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1370072.000000 Penalty: 10826.870117
	Iteration 15Q: 3 clusters Score -1370072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1370085.625000 Penalty: 10826.870117
	Iteration 16Q: 3 clusters Score -1370086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1370093.000000 Penalty: 10826.870117
	Iteration 17Q: 3 clusters Score -1370093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1370106.875000 Penalty: 10826.870117
	Iteration 18Q: 3 clusters Score -1370107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1370118.625000 Penalty: 10826.870117
	Iteration 19Q: 3 clusters Score -1370119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1370136.625000 Penalty: 10826.870117
	Iteration 20F: 3 clusters Score -1370137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1370144.375000 Penalty: 10826.870117
	Iteration 21Q: 3 clusters Score -1370144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1370158.375000 Penalty: 10826.870117
	Iteration 22Q: 3 clusters Score -1370158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1370172.625000 Penalty: 10826.870117
	Iteration 23Q: 3 clusters Score -1370173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1370190.375000 Penalty: 10826.870117
	Iteration 24Q: 3 clusters Score -1370190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1370203.125000 Penalty: 10826.870117
	Iteration 25Q: 3 clusters Score -1370203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1370210.875000 Penalty: 10826.870117
	Iteration 26Q: 3 clusters Score -1370211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1370217.625000 Penalty: 10826.870117
	Iteration 27Q: 3 clusters Score -1370218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1370228.875000 Penalty: 10826.870117
	Iteration 28Q: 3 clusters Score -1370229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1370238.750000 Penalty: 10826.870117
	Iteration 29Q: 3 clusters Score -1370239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1370243.750000 Penalty: 10826.870117
	Iteration 30Q: 3 clusters Score -1370244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1370253.625000 Penalty: 10826.870117
	Iteration 31Q: 3 clusters Score -1370254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1370261.500000 Penalty: 10826.870117
	Iteration 32Q: 3 clusters Score -1370262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1370263.000000 Penalty: 10826.870117
	Iteration 33Q: 3 clusters Score -1370263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1370266.875000 Penalty: 10826.870117
	Iteration 34Q: 3 clusters Score -1370267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1370267.750000 Penalty: 10826.870117
	Iteration 35Q: 3 clusters Score -1370268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1370274.250000 Penalty: 10826.870117
	Iteration 36Q: 3 clusters Score -1370274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1370278.125000 Penalty: 10826.870117
	Iteration 37Q: 3 clusters Score -1370278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1370282.125000 Penalty: 10826.870117
	Iteration 38Q: 3 clusters Score -1370282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1370293.250000 Penalty: 10826.870117
	Iteration 39Q: 3 clusters Score -1370293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1370298.750000 Penalty: 10826.870117
	Iteration 40F: 3 clusters Score -1370299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1370303.250000 Penalty: 10826.870117
	Iteration 41Q: 3 clusters Score -1370303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1370302.875000 Penalty: 10826.870117
	Iteration 42Q: 3 clusters Score -1370303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1370304.750000 Penalty: 10826.870117
	Iteration 43Q: 3 clusters Score -1370305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1370306.750000 Penalty: 10826.870117
	Iteration 44Q: 3 clusters Score -1370307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1370304.625000 Penalty: 10826.870117
	Iteration 45Q: 3 clusters Score -1370305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1370306.250000 Penalty: 10826.870117
	Iteration 46Q: 3 clusters Score -1370306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1370306.375000 Penalty: 10826.870117
	Iteration 47Q: 3 clusters Score -1370306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1370307.000000 Penalty: 10826.870117
	Iteration 48Q: 3 clusters Score -1370307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1370307.000000 Penalty: 10826.870117
	Iteration 49F: 3 clusters Score -1370307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -167377.062500 Penalty: 4197.645508
	Iteration 0F: 2 clusters Score -167377.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -163349.296875 Penalty: 8395.291016
	Iteration 0F: 3 clusters Score -163349.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163770.515625 Penalty: 8395.291016
	Iteration 1F: 3 clusters Score -163770.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -164000.328125 Penalty: 8395.291016
	Iteration 2F: 3 clusters Score -164000.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -164109.375000 Penalty: 8395.291016
	Iteration 3Q: 3 clusters Score -164109.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -164228.156250 Penalty: 8395.291016
	Iteration 4Q: 3 clusters Score -164228.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -164334.765625 Penalty: 8395.291016
	Iteration 5Q: 3 clusters Score -164334.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -164438.796875 Penalty: 8395.291016
	Iteration 6Q: 3 clusters Score -164438.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -164564.718750 Penalty: 8395.291016
	Iteration 7Q: 3 clusters Score -164564.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164677.750000 Penalty: 8395.291016
	Iteration 8Q: 3 clusters Score -164677.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -164880.578125 Penalty: 8395.291016
	Iteration 9Q: 3 clusters Score -164880.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -165302.500000 Penalty: 8395.291016
	Iteration 10Q: 3 clusters Score -165302.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -166303.718750 Penalty: 8395.291016
	Iteration 11Q: 3 clusters Score -166303.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -166564.125000 Penalty: 8395.291016
	Iteration 12F: 3 clusters Score -166564.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -166763.937500 Penalty: 8395.291016
	Iteration 13Q: 3 clusters Score -166763.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -166924.906250 Penalty: 8395.291016
	Iteration 14Q: 3 clusters Score -166924.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -167093.953125 Penalty: 8395.291016
	Iteration 15Q: 3 clusters Score -167094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -167152.875000 Penalty: 8395.291016
	Iteration 16Q: 3 clusters Score -167152.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -167228.750000 Penalty: 8395.291016
	Iteration 17Q: 3 clusters Score -167228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -167285.921875 Penalty: 8395.291016
	Iteration 18Q: 3 clusters Score -167285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -167319.890625 Penalty: 8395.291016
	Iteration 19Q: 3 clusters Score -167319.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -167346.234375 Penalty: 8395.291016
	Iteration 20F: 3 clusters Score -167346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -167374.687500 Penalty: 8395.291016
	Iteration 21Q: 3 clusters Score -167374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -167389.734375 Penalty: 8395.291016
	Iteration 22Q: 3 clusters Score -167389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -167389.734375 Penalty: 8395.291016
	Iteration 23F: 3 clusters Score -167389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20431 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25200 members 
Mstep: Class 8 contains 37762 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60888 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 20 contains 21933 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 88353 members 
Mstep: Class 23 contains 21241 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
Score: -89411544.000000 Penalty: 191086.562500
Splitting cluster 12 changes total score from -89415224.000000 to -89411544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (12964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Entering Unmasked Estep 
Score: -2622638.750000 Penalty: 5800.333008
	Iteration 0F: 2 clusters Score -2622639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2610584.750000 Penalty: 11600.666016
	Iteration 0F: 3 clusters Score -2610585 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2613315.750000 Penalty: 11600.666016
	Iteration 1F: 3 clusters Score -2613316 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2613901.500000 Penalty: 11600.666016
	Iteration 2F: 3 clusters Score -2613902 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2614339.000000 Penalty: 11600.666016
	Iteration 3F: 3 clusters Score -2614339 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2614808.000000 Penalty: 11600.666016
	Iteration 4Q: 3 clusters Score -2614808 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2615218.750000 Penalty: 11600.666016
	Iteration 5Q: 3 clusters Score -2615219 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2615600.000000 Penalty: 11600.666016
	Iteration 6Q: 3 clusters Score -2615600 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2615916.000000 Penalty: 11600.666016
	Iteration 7Q: 3 clusters Score -2615916 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2616180.000000 Penalty: 11600.666016
	Iteration 8Q: 3 clusters Score -2616180 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2616397.500000 Penalty: 11600.666016
	Iteration 9Q: 3 clusters Score -2616398 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2616623.500000 Penalty: 11600.666016
	Iteration 10Q: 3 clusters Score -2616624 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2616839.250000 Penalty: 11600.666016
	Iteration 11Q: 3 clusters Score -2616839 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2617086.000000 Penalty: 11600.666016
	Iteration 12Q: 3 clusters Score -2617086 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2617355.000000 Penalty: 11600.666016
	Iteration 13Q: 3 clusters Score -2617355 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2617610.000000 Penalty: 11600.666016
	Iteration 14Q: 3 clusters Score -2617610 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2617862.250000 Penalty: 11600.666016
	Iteration 15Q: 3 clusters Score -2617862 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2618079.000000 Penalty: 11600.666016
	Iteration 16Q: 3 clusters Score -2618079 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2618276.000000 Penalty: 11600.666016
	Iteration 17Q: 3 clusters Score -2618276 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2618426.750000 Penalty: 11600.666016
	Iteration 18Q: 3 clusters Score -2618427 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2618586.500000 Penalty: 11600.666016
	Iteration 19Q: 3 clusters Score -2618586 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2618719.750000 Penalty: 11600.666016
	Iteration 20F: 3 clusters Score -2618720 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2618832.750000 Penalty: 11600.666016
	Iteration 21Q: 3 clusters Score -2618833 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2618922.000000 Penalty: 11600.666016
	Iteration 22Q: 3 clusters Score -2618922 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2618991.250000 Penalty: 11600.666016
	Iteration 23Q: 3 clusters Score -2618991 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2619077.000000 Penalty: 11600.666016
	Iteration 24Q: 3 clusters Score -2619077 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2619160.000000 Penalty: 11600.666016
	Iteration 25Q: 3 clusters Score -2619160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2619207.000000 Penalty: 11600.666016
	Iteration 26Q: 3 clusters Score -2619207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2619238.500000 Penalty: 11600.666016
	Iteration 27Q: 3 clusters Score -2619238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2619268.750000 Penalty: 11600.666016
	Iteration 28Q: 3 clusters Score -2619269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2619289.250000 Penalty: 11600.666016
	Iteration 29Q: 3 clusters Score -2619289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2619297.750000 Penalty: 11600.666016
	Iteration 30Q: 3 clusters Score -2619298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2619314.750000 Penalty: 11600.666016
	Iteration 31Q: 3 clusters Score -2619315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2619322.750000 Penalty: 11600.666016
	Iteration 32Q: 3 clusters Score -2619323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2619329.000000 Penalty: 11600.666016
	Iteration 33Q: 3 clusters Score -2619329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2619339.250000 Penalty: 11600.666016
	Iteration 34Q: 3 clusters Score -2619339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2619346.750000 Penalty: 11600.666016
	Iteration 35Q: 3 clusters Score -2619347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2619350.000000 Penalty: 11600.666016
	Iteration 36Q: 3 clusters Score -2619350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2619353.000000 Penalty: 11600.666016
	Iteration 37Q: 3 clusters Score -2619353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2619357.250000 Penalty: 11600.666016
	Iteration 38Q: 3 clusters Score -2619357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2619353.500000 Penalty: 11600.666016
	Iteration 39Q: 3 clusters Score -2619354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2619354.500000 Penalty: 11600.666016
	Iteration 40F: 3 clusters Score -2619354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2619371.250000 Penalty: 11600.666016
	Iteration 41Q: 3 clusters Score -2619371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2619380.000000 Penalty: 11600.666016
	Iteration 42Q: 3 clusters Score -2619380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2619383.000000 Penalty: 11600.666016
	Iteration 43Q: 3 clusters Score -2619383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2619380.000000 Penalty: 11600.666016
	Iteration 44Q: 3 clusters Score -2619380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2619388.500000 Penalty: 11600.666016
	Iteration 45Q: 3 clusters Score -2619388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2619391.750000 Penalty: 11600.666016
	Iteration 46Q: 3 clusters Score -2619392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2619391.500000 Penalty: 11600.666016
	Iteration 47Q: 3 clusters Score -2619392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2619388.500000 Penalty: 11600.666016
	Iteration 48Q: 3 clusters Score -2619388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2619385.750000 Penalty: 11600.666016
	Iteration 49Q: 3 clusters Score -2619386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2619389.750000 Penalty: 11600.666016
	Iteration 50Q: 3 clusters Score -2619390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2619391.000000 Penalty: 11600.666016
	Iteration 51Q: 3 clusters Score -2619391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2619391.500000 Penalty: 11600.666016
	Iteration 52Q: 3 clusters Score -2619392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2619398.500000 Penalty: 11600.666016
	Iteration 53Q: 3 clusters Score -2619398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2619400.500000 Penalty: 11600.666016
	Iteration 54Q: 3 clusters Score -2619400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2619403.750000 Penalty: 11600.666016
	Iteration 55Q: 3 clusters Score -2619404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2619403.750000 Penalty: 11600.666016
	Iteration 56F: 3 clusters Score -2619404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Entering Unmasked Estep 
Score: -12589003.000000 Penalty: 6747.784668
	Iteration 0F: 2 clusters Score -1.2589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -12546175.000000 Penalty: 13495.569336
	Iteration 0F: 3 clusters Score -1.254618e+07 nChanged 27110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -12560512.000000 Penalty: 13495.569336
	Iteration 1F: 3 clusters Score -1.256051e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -12561448.000000 Penalty: 13495.569336
	Iteration 2Q: 3 clusters Score -1.256145e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -12562249.000000 Penalty: 13495.569336
	Iteration 3Q: 3 clusters Score -1.256225e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -12562937.000000 Penalty: 13495.569336
	Iteration 4Q: 3 clusters Score -1.256294e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -12563673.000000 Penalty: 13495.569336
	Iteration 5Q: 3 clusters Score -1.256367e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -12564493.000000 Penalty: 13495.569336
	Iteration 6Q: 3 clusters Score -1.256449e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -12565572.000000 Penalty: 13495.569336
	Iteration 7Q: 3 clusters Score -1.256557e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -12566971.000000 Penalty: 13495.569336
	Iteration 8Q: 3 clusters Score -1.256697e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -12568683.000000 Penalty: 13495.569336
	Iteration 9F: 3 clusters Score -1.256868e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -12570791.000000 Penalty: 13495.569336
	Iteration 10F: 3 clusters Score -1.257079e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -12573027.000000 Penalty: 13495.569336
	Iteration 11F: 3 clusters Score -1.257303e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -12575023.000000 Penalty: 13495.569336
	Iteration 12Q: 3 clusters Score -1.257502e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -12576745.000000 Penalty: 13495.569336
	Iteration 13Q: 3 clusters Score -1.257674e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -12578558.000000 Penalty: 13495.569336
	Iteration 14Q: 3 clusters Score -1.257856e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -12580024.000000 Penalty: 13495.569336
	Iteration 15Q: 3 clusters Score -1.258002e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -12580999.000000 Penalty: 13495.569336
	Iteration 16Q: 3 clusters Score -1.2581e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -12581720.000000 Penalty: 13495.569336
	Iteration 17Q: 3 clusters Score -1.258172e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12582151.000000 Penalty: 13495.569336
	Iteration 18Q: 3 clusters Score -1.258215e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12582440.000000 Penalty: 13495.569336
	Iteration 19Q: 3 clusters Score -1.258244e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -12582642.000000 Penalty: 13495.569336
	Iteration 20F: 3 clusters Score -1.258264e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12582775.000000 Penalty: 13495.569336
	Iteration 21Q: 3 clusters Score -1.258278e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12582882.000000 Penalty: 13495.569336
	Iteration 22Q: 3 clusters Score -1.258288e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12582931.000000 Penalty: 13495.569336
	Iteration 23Q: 3 clusters Score -1.258293e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12582964.000000 Penalty: 13495.569336
	Iteration 24Q: 3 clusters Score -1.258296e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -12582983.000000 Penalty: 13495.569336
	Iteration 25Q: 3 clusters Score -1.258298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12582991.000000 Penalty: 13495.569336
	Iteration 26Q: 3 clusters Score -1.258299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12583010.000000 Penalty: 13495.569336
	Iteration 27Q: 3 clusters Score -1.258301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12583018.000000 Penalty: 13495.569336
	Iteration 28Q: 3 clusters Score -1.258302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12583022.000000 Penalty: 13495.569336
	Iteration 29Q: 3 clusters Score -1.258302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12583040.000000 Penalty: 13495.569336
	Iteration 30Q: 3 clusters Score -1.258304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12583037.000000 Penalty: 13495.569336
	Iteration 31Q: 3 clusters Score -1.258304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12583058.000000 Penalty: 13495.569336
	Iteration 32Q: 3 clusters Score -1.258306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12583075.000000 Penalty: 13495.569336
	Iteration 33Q: 3 clusters Score -1.258308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12583087.000000 Penalty: 13495.569336
	Iteration 34Q: 3 clusters Score -1.258309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12583095.000000 Penalty: 13495.569336
	Iteration 35Q: 3 clusters Score -1.25831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12583085.000000 Penalty: 13495.569336
	Iteration 36Q: 3 clusters Score -1.258308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12583088.000000 Penalty: 13495.569336
	Iteration 37Q: 3 clusters Score -1.258309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12583089.000000 Penalty: 13495.569336
	Iteration 38Q: 3 clusters Score -1.258309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12583105.000000 Penalty: 13495.569336
	Iteration 39Q: 3 clusters Score -1.25831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12583108.000000 Penalty: 13495.569336
	Iteration 40F: 3 clusters Score -1.258311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -166758.312500 Penalty: 4200.227051
	Iteration 0F: 2 clusters Score -166758.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -162898.203125 Penalty: 8400.454102
	Iteration 0F: 3 clusters Score -162898.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -163560.609375 Penalty: 8400.454102
	Iteration 1F: 3 clusters Score -163560.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -163912.250000 Penalty: 8400.454102
	Iteration 2F: 3 clusters Score -163912.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -164240.593750 Penalty: 8400.454102
	Iteration 3Q: 3 clusters Score -164240.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -164833.468750 Penalty: 8400.454102
	Iteration 4Q: 3 clusters Score -164833.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -165005.281250 Penalty: 8400.454102
	Iteration 5Q: 3 clusters Score -165005.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -165080.609375 Penalty: 8400.454102
	Iteration 6Q: 3 clusters Score -165080.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -165178.734375 Penalty: 8400.454102
	Iteration 7Q: 3 clusters Score -165178.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -165252.609375 Penalty: 8400.454102
	Iteration 8Q: 3 clusters Score -165252.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -165295.406250 Penalty: 8400.454102
	Iteration 9Q: 3 clusters Score -165295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -165325.468750 Penalty: 8400.454102
	Iteration 10Q: 3 clusters Score -165325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -165382.015625 Penalty: 8400.454102
	Iteration 11Q: 3 clusters Score -165382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -165444.203125 Penalty: 8400.454102
	Iteration 12Q: 3 clusters Score -165444.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -165513.484375 Penalty: 8400.454102
	Iteration 13Q: 3 clusters Score -165513.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165578.531250 Penalty: 8400.454102
	Iteration 14Q: 3 clusters Score -165578.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165610.765625 Penalty: 8400.454102
	Iteration 15Q: 3 clusters Score -165610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -165631.875000 Penalty: 8400.454102
	Iteration 16Q: 3 clusters Score -165631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -165643.234375 Penalty: 8400.454102
	Iteration 17Q: 3 clusters Score -165643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -165654.406250 Penalty: 8400.454102
	Iteration 18Q: 3 clusters Score -165654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165672.750000 Penalty: 8400.454102
	Iteration 19Q: 3 clusters Score -165672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -165683.062500 Penalty: 8400.454102
	Iteration 20F: 3 clusters Score -165683.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Entering Unmasked Estep 
Score: -2572455.000000 Penalty: 5790.186035
	Iteration 0F: 2 clusters Score -2572455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2560458.500000 Penalty: 11580.372070
	Iteration 0F: 3 clusters Score -2560458 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2563223.000000 Penalty: 11580.372070
	Iteration 1F: 3 clusters Score -2563223 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2563706.250000 Penalty: 11580.372070
	Iteration 2F: 3 clusters Score -2563706 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2564004.000000 Penalty: 11580.372070
	Iteration 3Q: 3 clusters Score -2564004 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2564224.000000 Penalty: 11580.372070
	Iteration 4Q: 3 clusters Score -2564224 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2564391.500000 Penalty: 11580.372070
	Iteration 5Q: 3 clusters Score -2564392 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2564527.250000 Penalty: 11580.372070
	Iteration 6Q: 3 clusters Score -2564527 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2564646.250000 Penalty: 11580.372070
	Iteration 7Q: 3 clusters Score -2564646 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2564748.250000 Penalty: 11580.372070
	Iteration 8Q: 3 clusters Score -2564748 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2564817.250000 Penalty: 11580.372070
	Iteration 9Q: 3 clusters Score -2564817 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2564897.000000 Penalty: 11580.372070
	Iteration 10Q: 3 clusters Score -2564897 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2564962.500000 Penalty: 11580.372070
	Iteration 11Q: 3 clusters Score -2564962 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2565030.000000 Penalty: 11580.372070
	Iteration 12Q: 3 clusters Score -2565030 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2565089.750000 Penalty: 11580.372070
	Iteration 13Q: 3 clusters Score -2565090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2565151.000000 Penalty: 11580.372070
	Iteration 14Q: 3 clusters Score -2565151 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2565201.250000 Penalty: 11580.372070
	Iteration 15Q: 3 clusters Score -2565201 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2565244.000000 Penalty: 11580.372070
	Iteration 16Q: 3 clusters Score -2565244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2565291.250000 Penalty: 11580.372070
	Iteration 17Q: 3 clusters Score -2565291 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2565327.500000 Penalty: 11580.372070
	Iteration 18Q: 3 clusters Score -2565328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2565362.500000 Penalty: 11580.372070
	Iteration 19Q: 3 clusters Score -2565362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2565400.000000 Penalty: 11580.372070
	Iteration 20F: 3 clusters Score -2565400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2565430.000000 Penalty: 11580.372070
	Iteration 21Q: 3 clusters Score -2565430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2565463.750000 Penalty: 11580.372070
	Iteration 22Q: 3 clusters Score -2565464 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2565506.250000 Penalty: 11580.372070
	Iteration 23Q: 3 clusters Score -2565506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2565549.000000 Penalty: 11580.372070
	Iteration 24Q: 3 clusters Score -2565549 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2565581.250000 Penalty: 11580.372070
	Iteration 25Q: 3 clusters Score -2565581 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2565621.000000 Penalty: 11580.372070
	Iteration 26Q: 3 clusters Score -2565621 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2565670.250000 Penalty: 11580.372070
	Iteration 27Q: 3 clusters Score -2565670 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2565712.250000 Penalty: 11580.372070
	Iteration 28Q: 3 clusters Score -2565712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2565760.000000 Penalty: 11580.372070
	Iteration 29Q: 3 clusters Score -2565760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2565797.000000 Penalty: 11580.372070
	Iteration 30Q: 3 clusters Score -2565797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2565839.000000 Penalty: 11580.372070
	Iteration 31Q: 3 clusters Score -2565839 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2565887.250000 Penalty: 11580.372070
	Iteration 32Q: 3 clusters Score -2565887 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2565942.250000 Penalty: 11580.372070
	Iteration 33Q: 3 clusters Score -2565942 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2565994.750000 Penalty: 11580.372070
	Iteration 34Q: 3 clusters Score -2565995 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2566049.000000 Penalty: 11580.372070
	Iteration 35Q: 3 clusters Score -2566049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2566100.500000 Penalty: 11580.372070
	Iteration 36Q: 3 clusters Score -2566100 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2566165.750000 Penalty: 11580.372070
	Iteration 37Q: 3 clusters Score -2566166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2566219.250000 Penalty: 11580.372070
	Iteration 38Q: 3 clusters Score -2566219 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2566289.250000 Penalty: 11580.372070
	Iteration 39Q: 3 clusters Score -2566289 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2566355.250000 Penalty: 11580.372070
	Iteration 40F: 3 clusters Score -2566355 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2566431.250000 Penalty: 11580.372070
	Iteration 41Q: 3 clusters Score -2566431 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2566535.250000 Penalty: 11580.372070
	Iteration 42Q: 3 clusters Score -2566535 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2566617.000000 Penalty: 11580.372070
	Iteration 43Q: 3 clusters Score -2566617 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2566702.750000 Penalty: 11580.372070
	Iteration 44Q: 3 clusters Score -2566703 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2566791.500000 Penalty: 11580.372070
	Iteration 45Q: 3 clusters Score -2566792 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2566882.500000 Penalty: 11580.372070
	Iteration 46Q: 3 clusters Score -2566882 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2566977.250000 Penalty: 11580.372070
	Iteration 47Q: 3 clusters Score -2566977 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2567041.500000 Penalty: 11580.372070
	Iteration 48Q: 3 clusters Score -2567042 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2567119.500000 Penalty: 11580.372070
	Iteration 49Q: 3 clusters Score -2567120 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2567200.500000 Penalty: 11580.372070
	Iteration 50Q: 3 clusters Score -2567200 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2567283.750000 Penalty: 11580.372070
	Iteration 51Q: 3 clusters Score -2567284 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2567377.000000 Penalty: 11580.372070
	Iteration 52Q: 3 clusters Score -2567377 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2567444.500000 Penalty: 11580.372070
	Iteration 53Q: 3 clusters Score -2567444 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2567496.000000 Penalty: 11580.372070
	Iteration 54Q: 3 clusters Score -2567496 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2567575.750000 Penalty: 11580.372070
	Iteration 55Q: 3 clusters Score -2567576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2567653.750000 Penalty: 11580.372070
	Iteration 56Q: 3 clusters Score -2567654 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2567730.250000 Penalty: 11580.372070
	Iteration 57Q: 3 clusters Score -2567730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2567787.500000 Penalty: 11580.372070
	Iteration 58Q: 3 clusters Score -2567788 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2567835.500000 Penalty: 11580.372070
	Iteration 59Q: 3 clusters Score -2567836 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2567901.000000 Penalty: 11580.372070
	Iteration 60F: 3 clusters Score -2567901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2567946.000000 Penalty: 11580.372070
	Iteration 61Q: 3 clusters Score -2567946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2567973.000000 Penalty: 11580.372070
	Iteration 62Q: 3 clusters Score -2567973 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2568001.500000 Penalty: 11580.372070
	Iteration 63Q: 3 clusters Score -2568002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2568040.250000 Penalty: 11580.372070
	Iteration 64Q: 3 clusters Score -2568040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2568069.250000 Penalty: 11580.372070
	Iteration 65Q: 3 clusters Score -2568069 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2568095.000000 Penalty: 11580.372070
	Iteration 66Q: 3 clusters Score -2568095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2568138.000000 Penalty: 11580.372070
	Iteration 67Q: 3 clusters Score -2568138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2568161.250000 Penalty: 11580.372070
	Iteration 68Q: 3 clusters Score -2568161 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2568170.750000 Penalty: 11580.372070
	Iteration 69Q: 3 clusters Score -2568171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2568195.250000 Penalty: 11580.372070
	Iteration 70Q: 3 clusters Score -2568195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2568212.750000 Penalty: 11580.372070
	Iteration 71Q: 3 clusters Score -2568213 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2568230.250000 Penalty: 11580.372070
	Iteration 72Q: 3 clusters Score -2568230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2568251.750000 Penalty: 11580.372070
	Iteration 73Q: 3 clusters Score -2568252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2568283.500000 Penalty: 11580.372070
	Iteration 74Q: 3 clusters Score -2568284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2568300.250000 Penalty: 11580.372070
	Iteration 75Q: 3 clusters Score -2568300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2568339.500000 Penalty: 11580.372070
	Iteration 76Q: 3 clusters Score -2568340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2568375.750000 Penalty: 11580.372070
	Iteration 77Q: 3 clusters Score -2568376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2568414.000000 Penalty: 11580.372070
	Iteration 78Q: 3 clusters Score -2568414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2568445.750000 Penalty: 11580.372070
	Iteration 79Q: 3 clusters Score -2568446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2568479.000000 Penalty: 11580.372070
	Iteration 80F: 3 clusters Score -2568479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2568512.250000 Penalty: 11580.372070
	Iteration 81Q: 3 clusters Score -2568512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2568543.750000 Penalty: 11580.372070
	Iteration 82Q: 3 clusters Score -2568544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2568575.250000 Penalty: 11580.372070
	Iteration 83Q: 3 clusters Score -2568575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2568598.000000 Penalty: 11580.372070
	Iteration 84Q: 3 clusters Score -2568598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2568624.500000 Penalty: 11580.372070
	Iteration 85Q: 3 clusters Score -2568624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2568643.000000 Penalty: 11580.372070
	Iteration 86Q: 3 clusters Score -2568643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2568676.000000 Penalty: 11580.372070
	Iteration 87Q: 3 clusters Score -2568676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2568693.750000 Penalty: 11580.372070
	Iteration 88Q: 3 clusters Score -2568694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2568723.250000 Penalty: 11580.372070
	Iteration 89Q: 3 clusters Score -2568723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2568742.000000 Penalty: 11580.372070
	Iteration 90Q: 3 clusters Score -2568742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2568757.750000 Penalty: 11580.372070
	Iteration 91Q: 3 clusters Score -2568758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2568773.250000 Penalty: 11580.372070
	Iteration 92Q: 3 clusters Score -2568773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2568772.750000 Penalty: 11580.372070
	Iteration 93Q: 3 clusters Score -2568773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2568794.500000 Penalty: 11580.372070
	Iteration 94Q: 3 clusters Score -2568794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2568793.750000 Penalty: 11580.372070
	Iteration 95Q: 3 clusters Score -2568794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2568803.750000 Penalty: 11580.372070
	Iteration 96Q: 3 clusters Score -2568804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2568810.500000 Penalty: 11580.372070
	Iteration 97Q: 3 clusters Score -2568810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2568820.000000 Penalty: 11580.372070
	Iteration 98Q: 3 clusters Score -2568820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2568817.000000 Penalty: 11580.372070
	Iteration 99Q: 3 clusters Score -2568817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2568824.500000 Penalty: 11580.372070
	Iteration 100F: 3 clusters Score -2568824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2568826.000000 Penalty: 11580.372070
	Iteration 101Q: 3 clusters Score -2568826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2568824.000000 Penalty: 11580.372070
	Iteration 102Q: 3 clusters Score -2568824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2568834.750000 Penalty: 11580.372070
	Iteration 103Q: 3 clusters Score -2568835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2568833.000000 Penalty: 11580.372070
	Iteration 104Q: 3 clusters Score -2568833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2568834.750000 Penalty: 11580.372070
	Iteration 105Q: 3 clusters Score -2568835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2568832.500000 Penalty: 11580.372070
	Iteration 106Q: 3 clusters Score -2568832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2568832.250000 Penalty: 11580.372070
	Iteration 107Q: 3 clusters Score -2568832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2568841.000000 Penalty: 11580.372070
	Iteration 108Q: 3 clusters Score -2568841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2568843.500000 Penalty: 11580.372070
	Iteration 109Q: 3 clusters Score -2568844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2568846.000000 Penalty: 11580.372070
	Iteration 110Q: 3 clusters Score -2568846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2568850.000000 Penalty: 11580.372070
	Iteration 111Q: 3 clusters Score -2568850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2568846.500000 Penalty: 11580.372070
	Iteration 112Q: 3 clusters Score -2568846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2568850.000000 Penalty: 11580.372070
	Iteration 113Q: 3 clusters Score -2568850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2568862.750000 Penalty: 11580.372070
	Iteration 114Q: 3 clusters Score -2568863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2568859.000000 Penalty: 11580.372070
	Iteration 115Q: 3 clusters Score -2568859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2568863.250000 Penalty: 11580.372070
	Iteration 116Q: 3 clusters Score -2568863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2568870.750000 Penalty: 11580.372070
	Iteration 117Q: 3 clusters Score -2568871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2568871.750000 Penalty: 11580.372070
	Iteration 118Q: 3 clusters Score -2568872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2568876.000000 Penalty: 11580.372070
	Iteration 119Q: 3 clusters Score -2568876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2568873.750000 Penalty: 11580.372070
	Iteration 120F: 3 clusters Score -2568874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2568874.250000 Penalty: 11580.372070
	Iteration 121Q: 3 clusters Score -2568874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2568877.000000 Penalty: 11580.372070
	Iteration 122Q: 3 clusters Score -2568877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2568880.750000 Penalty: 11580.372070
	Iteration 123Q: 3 clusters Score -2568881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2568877.500000 Penalty: 11580.372070
	Iteration 124Q: 3 clusters Score -2568878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2568872.750000 Penalty: 11580.372070
	Iteration 125Q: 3 clusters Score -2568873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2568872.750000 Penalty: 11580.372070
	Iteration 126F: 3 clusters Score -2568873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -268711.875000 Penalty: 4395.923828
	Iteration 0F: 2 clusters Score -268711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -264259.906250 Penalty: 8791.847656
	Iteration 0F: 3 clusters Score -264259.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -264685.656250 Penalty: 8791.847656
	Iteration 1F: 3 clusters Score -264685.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -264832.906250 Penalty: 8791.847656
	Iteration 2F: 3 clusters Score -264832.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -264886.593750 Penalty: 8791.847656
	Iteration 3Q: 3 clusters Score -264886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -264906.312500 Penalty: 8791.847656
	Iteration 4Q: 3 clusters Score -264906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -264922.281250 Penalty: 8791.847656
	Iteration 5Q: 3 clusters Score -264922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -264930.781250 Penalty: 8791.847656
	Iteration 6Q: 3 clusters Score -264930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -264934.343750 Penalty: 8791.847656
	Iteration 7Q: 3 clusters Score -264934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -264937.062500 Penalty: 8791.847656
	Iteration 8Q: 3 clusters Score -264937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -264940.062500 Penalty: 8791.847656
	Iteration 9Q: 3 clusters Score -264940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -264940.062500 Penalty: 8791.847656
	Iteration 10F: 3 clusters Score -264940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Entering Unmasked Estep 
Score: -1094887.625000 Penalty: 5262.442871
	Iteration 0F: 2 clusters Score -1094888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1087573.375000 Penalty: 10524.885742
	Iteration 0F: 3 clusters Score -1087573 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1088837.000000 Penalty: 10524.885742
	Iteration 1F: 3 clusters Score -1088837 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1089180.750000 Penalty: 10524.885742
	Iteration 2F: 3 clusters Score -1089181 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1089367.000000 Penalty: 10524.885742
	Iteration 3Q: 3 clusters Score -1089367 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1089480.750000 Penalty: 10524.885742
	Iteration 4Q: 3 clusters Score -1089481 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1089547.375000 Penalty: 10524.885742
	Iteration 5Q: 3 clusters Score -1089547 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1089598.250000 Penalty: 10524.885742
	Iteration 6Q: 3 clusters Score -1089598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1089638.625000 Penalty: 10524.885742
	Iteration 7Q: 3 clusters Score -1089639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1089672.500000 Penalty: 10524.885742
	Iteration 8Q: 3 clusters Score -1089672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1089702.750000 Penalty: 10524.885742
	Iteration 9Q: 3 clusters Score -1089703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1089723.250000 Penalty: 10524.885742
	Iteration 10Q: 3 clusters Score -1089723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1089745.875000 Penalty: 10524.885742
	Iteration 11Q: 3 clusters Score -1089746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1089764.500000 Penalty: 10524.885742
	Iteration 12Q: 3 clusters Score -1089764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1089784.125000 Penalty: 10524.885742
	Iteration 13Q: 3 clusters Score -1089784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1089796.250000 Penalty: 10524.885742
	Iteration 14Q: 3 clusters Score -1089796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1089810.625000 Penalty: 10524.885742
	Iteration 15Q: 3 clusters Score -1089811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1089827.500000 Penalty: 10524.885742
	Iteration 16Q: 3 clusters Score -1089828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1089839.250000 Penalty: 10524.885742
	Iteration 17Q: 3 clusters Score -1089839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1089850.500000 Penalty: 10524.885742
	Iteration 18Q: 3 clusters Score -1089850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1089860.625000 Penalty: 10524.885742
	Iteration 19Q: 3 clusters Score -1089861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1089875.125000 Penalty: 10524.885742
	Iteration 20F: 3 clusters Score -1089875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1089899.125000 Penalty: 10524.885742
	Iteration 21Q: 3 clusters Score -1089899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1089922.875000 Penalty: 10524.885742
	Iteration 22Q: 3 clusters Score -1089923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1089951.125000 Penalty: 10524.885742
	Iteration 23Q: 3 clusters Score -1089951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1089980.250000 Penalty: 10524.885742
	Iteration 24Q: 3 clusters Score -1089980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1090013.500000 Penalty: 10524.885742
	Iteration 25Q: 3 clusters Score -1090014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1090050.250000 Penalty: 10524.885742
	Iteration 26Q: 3 clusters Score -1090050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1090095.625000 Penalty: 10524.885742
	Iteration 27Q: 3 clusters Score -1090096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1090148.125000 Penalty: 10524.885742
	Iteration 28Q: 3 clusters Score -1090148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1090222.875000 Penalty: 10524.885742
	Iteration 29Q: 3 clusters Score -1090223 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1090295.000000 Penalty: 10524.885742
	Iteration 30Q: 3 clusters Score -1090295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1090356.500000 Penalty: 10524.885742
	Iteration 31Q: 3 clusters Score -1090356 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1090416.875000 Penalty: 10524.885742
	Iteration 32Q: 3 clusters Score -1090417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1090469.750000 Penalty: 10524.885742
	Iteration 33Q: 3 clusters Score -1090470 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1090524.125000 Penalty: 10524.885742
	Iteration 34Q: 3 clusters Score -1090524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1090587.125000 Penalty: 10524.885742
	Iteration 35Q: 3 clusters Score -1090587 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1090664.125000 Penalty: 10524.885742
	Iteration 36Q: 3 clusters Score -1090664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1090726.125000 Penalty: 10524.885742
	Iteration 37Q: 3 clusters Score -1090726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1090789.500000 Penalty: 10524.885742
	Iteration 38Q: 3 clusters Score -1090790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1090859.000000 Penalty: 10524.885742
	Iteration 39Q: 3 clusters Score -1090859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1090928.250000 Penalty: 10524.885742
	Iteration 40F: 3 clusters Score -1090928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1090997.625000 Penalty: 10524.885742
	Iteration 41Q: 3 clusters Score -1090998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1091051.125000 Penalty: 10524.885742
	Iteration 42Q: 3 clusters Score -1091051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1091098.125000 Penalty: 10524.885742
	Iteration 43Q: 3 clusters Score -1091098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1091134.250000 Penalty: 10524.885742
	Iteration 44Q: 3 clusters Score -1091134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1091161.250000 Penalty: 10524.885742
	Iteration 45Q: 3 clusters Score -1091161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1091180.500000 Penalty: 10524.885742
	Iteration 46Q: 3 clusters Score -1091180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1091199.125000 Penalty: 10524.885742
	Iteration 47Q: 3 clusters Score -1091199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1091210.375000 Penalty: 10524.885742
	Iteration 48Q: 3 clusters Score -1091210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1091218.875000 Penalty: 10524.885742
	Iteration 49Q: 3 clusters Score -1091219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1091226.500000 Penalty: 10524.885742
	Iteration 50Q: 3 clusters Score -1091226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1091229.000000 Penalty: 10524.885742
	Iteration 51Q: 3 clusters Score -1091229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1091231.250000 Penalty: 10524.885742
	Iteration 52Q: 3 clusters Score -1091231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1091236.500000 Penalty: 10524.885742
	Iteration 53Q: 3 clusters Score -1091236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1091236.000000 Penalty: 10524.885742
	Iteration 54Q: 3 clusters Score -1091236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1091238.000000 Penalty: 10524.885742
	Iteration 55Q: 3 clusters Score -1091238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1091237.875000 Penalty: 10524.885742
	Iteration 56Q: 3 clusters Score -1091238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1091240.875000 Penalty: 10524.885742
	Iteration 57Q: 3 clusters Score -1091241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1091244.500000 Penalty: 10524.885742
	Iteration 58Q: 3 clusters Score -1091244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1091246.875000 Penalty: 10524.885742
	Iteration 59Q: 3 clusters Score -1091247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1091249.125000 Penalty: 10524.885742
	Iteration 60F: 3 clusters Score -1091249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1091251.625000 Penalty: 10524.885742
	Iteration 61Q: 3 clusters Score -1091252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1091251.750000 Penalty: 10524.885742
	Iteration 62Q: 3 clusters Score -1091252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1091254.375000 Penalty: 10524.885742
	Iteration 63Q: 3 clusters Score -1091254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1091261.125000 Penalty: 10524.885742
	Iteration 64Q: 3 clusters Score -1091261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1091265.375000 Penalty: 10524.885742
	Iteration 65Q: 3 clusters Score -1091265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1091270.125000 Penalty: 10524.885742
	Iteration 66Q: 3 clusters Score -1091270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1091274.250000 Penalty: 10524.885742
	Iteration 67Q: 3 clusters Score -1091274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1091277.250000 Penalty: 10524.885742
	Iteration 68Q: 3 clusters Score -1091277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1091277.250000 Penalty: 10524.885742
	Iteration 69F: 3 clusters Score -1091277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -1207299.625000 Penalty: 5340.681641
	Iteration 0F: 2 clusters Score -1207300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1199548.000000 Penalty: 10681.363281
	Iteration 0F: 3 clusters Score -1199548 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1200892.500000 Penalty: 10681.363281
	Iteration 1F: 3 clusters Score -1200892 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1201235.250000 Penalty: 10681.363281
	Iteration 2F: 3 clusters Score -1201235 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1201437.875000 Penalty: 10681.363281
	Iteration 3Q: 3 clusters Score -1201438 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1201580.750000 Penalty: 10681.363281
	Iteration 4Q: 3 clusters Score -1201581 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1201701.875000 Penalty: 10681.363281
	Iteration 5Q: 3 clusters Score -1201702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1201803.875000 Penalty: 10681.363281
	Iteration 6Q: 3 clusters Score -1201804 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1201881.875000 Penalty: 10681.363281
	Iteration 7Q: 3 clusters Score -1201882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1201946.250000 Penalty: 10681.363281
	Iteration 8Q: 3 clusters Score -1201946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1202007.000000 Penalty: 10681.363281
	Iteration 9Q: 3 clusters Score -1202007 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1202049.500000 Penalty: 10681.363281
	Iteration 10Q: 3 clusters Score -1202050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1202086.125000 Penalty: 10681.363281
	Iteration 11Q: 3 clusters Score -1202086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1202117.000000 Penalty: 10681.363281
	Iteration 12Q: 3 clusters Score -1202117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1202142.625000 Penalty: 10681.363281
	Iteration 13Q: 3 clusters Score -1202143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1202166.750000 Penalty: 10681.363281
	Iteration 14Q: 3 clusters Score -1202167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1202186.750000 Penalty: 10681.363281
	Iteration 15Q: 3 clusters Score -1202187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1202200.875000 Penalty: 10681.363281
	Iteration 16Q: 3 clusters Score -1202201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1202216.500000 Penalty: 10681.363281
	Iteration 17Q: 3 clusters Score -1202216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1202223.125000 Penalty: 10681.363281
	Iteration 18Q: 3 clusters Score -1202223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1202227.125000 Penalty: 10681.363281
	Iteration 19Q: 3 clusters Score -1202227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1202240.625000 Penalty: 10681.363281
	Iteration 20F: 3 clusters Score -1202241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1202248.500000 Penalty: 10681.363281
	Iteration 21Q: 3 clusters Score -1202248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1202257.750000 Penalty: 10681.363281
	Iteration 22Q: 3 clusters Score -1202258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1202263.125000 Penalty: 10681.363281
	Iteration 23Q: 3 clusters Score -1202263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1202264.250000 Penalty: 10681.363281
	Iteration 24Q: 3 clusters Score -1202264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1202264.750000 Penalty: 10681.363281
	Iteration 25Q: 3 clusters Score -1202265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1202267.250000 Penalty: 10681.363281
	Iteration 26Q: 3 clusters Score -1202267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1202267.250000 Penalty: 10681.363281
	Iteration 27F: 3 clusters Score -1202267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Entering Unmasked Estep 
Score: -4564017.500000 Penalty: 6122.395508
	Iteration 0F: 2 clusters Score -4564018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4546219.000000 Penalty: 12244.791016
	Iteration 0F: 3 clusters Score -4546219 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4550961.000000 Penalty: 12244.791016
	Iteration 1F: 3 clusters Score -4550961 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -4551602.000000 Penalty: 12244.791016
	Iteration 2F: 3 clusters Score -4551602 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -4552054.000000 Penalty: 12244.791016
	Iteration 3Q: 3 clusters Score -4552054 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -4552393.000000 Penalty: 12244.791016
	Iteration 4Q: 3 clusters Score -4552393 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4552620.500000 Penalty: 12244.791016
	Iteration 5Q: 3 clusters Score -4552620 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4552824.500000 Penalty: 12244.791016
	Iteration 6Q: 3 clusters Score -4552824 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4552994.500000 Penalty: 12244.791016
	Iteration 7Q: 3 clusters Score -4552994 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -4553129.500000 Penalty: 12244.791016
	Iteration 8Q: 3 clusters Score -4553130 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4553253.500000 Penalty: 12244.791016
	Iteration 9Q: 3 clusters Score -4553254 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4553370.000000 Penalty: 12244.791016
	Iteration 10Q: 3 clusters Score -4553370 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -4553491.000000 Penalty: 12244.791016
	Iteration 11Q: 3 clusters Score -4553491 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -4553594.500000 Penalty: 12244.791016
	Iteration 12Q: 3 clusters Score -4553594 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -4553729.500000 Penalty: 12244.791016
	Iteration 13Q: 3 clusters Score -4553730 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -4553851.000000 Penalty: 12244.791016
	Iteration 14Q: 3 clusters Score -4553851 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -4553984.500000 Penalty: 12244.791016
	Iteration 15Q: 3 clusters Score -4553984 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -4554093.000000 Penalty: 12244.791016
	Iteration 16Q: 3 clusters Score -4554093 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4554226.500000 Penalty: 12244.791016
	Iteration 17Q: 3 clusters Score -4554226 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -4554332.500000 Penalty: 12244.791016
	Iteration 18Q: 3 clusters Score -4554332 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4554477.000000 Penalty: 12244.791016
	Iteration 19Q: 3 clusters Score -4554477 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4554586.000000 Penalty: 12244.791016
	Iteration 20F: 3 clusters Score -4554586 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4554753.000000 Penalty: 12244.791016
	Iteration 21Q: 3 clusters Score -4554753 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4554896.500000 Penalty: 12244.791016
	Iteration 22Q: 3 clusters Score -4554896 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -4555077.000000 Penalty: 12244.791016
	Iteration 23Q: 3 clusters Score -4555077 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -4555266.000000 Penalty: 12244.791016
	Iteration 24Q: 3 clusters Score -4555266 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -4555430.500000 Penalty: 12244.791016
	Iteration 25Q: 3 clusters Score -4555430 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -4555656.000000 Penalty: 12244.791016
	Iteration 26Q: 3 clusters Score -4555656 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4555889.000000 Penalty: 12244.791016
	Iteration 27Q: 3 clusters Score -4555889 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4556140.500000 Penalty: 12244.791016
	Iteration 28Q: 3 clusters Score -4556140 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -4556425.000000 Penalty: 12244.791016
	Iteration 29Q: 3 clusters Score -4556425 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4556725.000000 Penalty: 12244.791016
	Iteration 30Q: 3 clusters Score -4556725 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4557014.500000 Penalty: 12244.791016
	Iteration 31Q: 3 clusters Score -4557014 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4557293.500000 Penalty: 12244.791016
	Iteration 32Q: 3 clusters Score -4557294 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4557516.000000 Penalty: 12244.791016
	Iteration 33Q: 3 clusters Score -4557516 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4557691.000000 Penalty: 12244.791016
	Iteration 34Q: 3 clusters Score -4557691 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4557836.000000 Penalty: 12244.791016
	Iteration 35Q: 3 clusters Score -4557836 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4557954.000000 Penalty: 12244.791016
	Iteration 36Q: 3 clusters Score -4557954 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4558054.000000 Penalty: 12244.791016
	Iteration 37Q: 3 clusters Score -4558054 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4558131.000000 Penalty: 12244.791016
	Iteration 38Q: 3 clusters Score -4558131 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4558189.500000 Penalty: 12244.791016
	Iteration 39Q: 3 clusters Score -4558190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4558258.000000 Penalty: 12244.791016
	Iteration 40F: 3 clusters Score -4558258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4558293.500000 Penalty: 12244.791016
	Iteration 41Q: 3 clusters Score -4558294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4558327.500000 Penalty: 12244.791016
	Iteration 42Q: 3 clusters Score -4558328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4558382.000000 Penalty: 12244.791016
	Iteration 43Q: 3 clusters Score -4558382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4558416.500000 Penalty: 12244.791016
	Iteration 44Q: 3 clusters Score -4558416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4558449.000000 Penalty: 12244.791016
	Iteration 45Q: 3 clusters Score -4558449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4558470.000000 Penalty: 12244.791016
	Iteration 46Q: 3 clusters Score -4558470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4558492.000000 Penalty: 12244.791016
	Iteration 47Q: 3 clusters Score -4558492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4558512.500000 Penalty: 12244.791016
	Iteration 48Q: 3 clusters Score -4558512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4558530.500000 Penalty: 12244.791016
	Iteration 49Q: 3 clusters Score -4558530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4558541.000000 Penalty: 12244.791016
	Iteration 50Q: 3 clusters Score -4558541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4558542.500000 Penalty: 12244.791016
	Iteration 51Q: 3 clusters Score -4558542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4558564.000000 Penalty: 12244.791016
	Iteration 52Q: 3 clusters Score -4558564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4558577.000000 Penalty: 12244.791016
	Iteration 53Q: 3 clusters Score -4558577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4558580.000000 Penalty: 12244.791016
	Iteration 54Q: 3 clusters Score -4558580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4558587.500000 Penalty: 12244.791016
	Iteration 55Q: 3 clusters Score -4558588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4558591.000000 Penalty: 12244.791016
	Iteration 56Q: 3 clusters Score -4558591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4558605.500000 Penalty: 12244.791016
	Iteration 57Q: 3 clusters Score -4558606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4558610.000000 Penalty: 12244.791016
	Iteration 58Q: 3 clusters Score -4558610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4558616.000000 Penalty: 12244.791016
	Iteration 59Q: 3 clusters Score -4558616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4558617.500000 Penalty: 12244.791016
	Iteration 60F: 3 clusters Score -4558618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4558626.000000 Penalty: 12244.791016
	Iteration 61Q: 3 clusters Score -4558626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4558625.500000 Penalty: 12244.791016
	Iteration 62Q: 3 clusters Score -4558626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4558628.000000 Penalty: 12244.791016
	Iteration 63Q: 3 clusters Score -4558628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4558634.500000 Penalty: 12244.791016
	Iteration 64Q: 3 clusters Score -4558634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4558631.000000 Penalty: 12244.791016
	Iteration 65Q: 3 clusters Score -4558631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4558630.000000 Penalty: 12244.791016
	Iteration 66Q: 3 clusters Score -4558630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4558637.500000 Penalty: 12244.791016
	Iteration 67Q: 3 clusters Score -4558638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4558638.500000 Penalty: 12244.791016
	Iteration 68Q: 3 clusters Score -4558638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4558637.000000 Penalty: 12244.791016
	Iteration 69Q: 3 clusters Score -4558637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4558643.000000 Penalty: 12244.791016
	Iteration 70Q: 3 clusters Score -4558643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4558642.000000 Penalty: 12244.791016
	Iteration 71Q: 3 clusters Score -4558642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4558642.000000 Penalty: 12244.791016
	Iteration 72F: 3 clusters Score -4558642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Entering Unmasked Estep 
Score: -4858241.000000 Penalty: 6169.362793
	Iteration 0F: 2 clusters Score -4858241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4839341.000000 Penalty: 12338.725586
	Iteration 0F: 3 clusters Score -4839341 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4844523.500000 Penalty: 12338.725586
	Iteration 1F: 3 clusters Score -4844524 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4845297.500000 Penalty: 12338.725586
	Iteration 2F: 3 clusters Score -4845298 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -4845822.000000 Penalty: 12338.725586
	Iteration 3F: 3 clusters Score -4845822 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4846207.000000 Penalty: 12338.725586
	Iteration 4Q: 3 clusters Score -4846207 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -4846540.000000 Penalty: 12338.725586
	Iteration 5Q: 3 clusters Score -4846540 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4846824.500000 Penalty: 12338.725586
	Iteration 6Q: 3 clusters Score -4846824 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4847087.500000 Penalty: 12338.725586
	Iteration 7Q: 3 clusters Score -4847088 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -4847365.000000 Penalty: 12338.725586
	Iteration 8Q: 3 clusters Score -4847365 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4847653.500000 Penalty: 12338.725586
	Iteration 9Q: 3 clusters Score -4847654 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4847974.000000 Penalty: 12338.725586
	Iteration 10Q: 3 clusters Score -4847974 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4848403.500000 Penalty: 12338.725586
	Iteration 11Q: 3 clusters Score -4848404 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4848967.500000 Penalty: 12338.725586
	Iteration 12Q: 3 clusters Score -4848968 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4849533.000000 Penalty: 12338.725586
	Iteration 13Q: 3 clusters Score -4849533 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -4850156.500000 Penalty: 12338.725586
	Iteration 14Q: 3 clusters Score -4850156 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4850768.500000 Penalty: 12338.725586
	Iteration 15Q: 3 clusters Score -4850768 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4851437.500000 Penalty: 12338.725586
	Iteration 16Q: 3 clusters Score -4851438 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -4852066.000000 Penalty: 12338.725586
	Iteration 17Q: 3 clusters Score -4852066 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4852692.000000 Penalty: 12338.725586
	Iteration 18Q: 3 clusters Score -4852692 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4853202.000000 Penalty: 12338.725586
	Iteration 19Q: 3 clusters Score -4853202 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4853499.000000 Penalty: 12338.725586
	Iteration 20F: 3 clusters Score -4853499 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4853683.000000 Penalty: 12338.725586
	Iteration 21Q: 3 clusters Score -4853683 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4853800.000000 Penalty: 12338.725586
	Iteration 22Q: 3 clusters Score -4853800 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4853884.500000 Penalty: 12338.725586
	Iteration 23Q: 3 clusters Score -4853884 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -4853915.000000 Penalty: 12338.725586
	Iteration 24Q: 3 clusters Score -4853915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4853962.000000 Penalty: 12338.725586
	Iteration 25Q: 3 clusters Score -4853962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -4853988.000000 Penalty: 12338.725586
	Iteration 26Q: 3 clusters Score -4853988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -4854005.500000 Penalty: 12338.725586
	Iteration 27Q: 3 clusters Score -4854006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4854040.500000 Penalty: 12338.725586
	Iteration 28Q: 3 clusters Score -4854040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4854031.000000 Penalty: 12338.725586
	Iteration 29Q: 3 clusters Score -4854031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4854046.500000 Penalty: 12338.725586
	Iteration 30Q: 3 clusters Score -4854046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4854054.500000 Penalty: 12338.725586
	Iteration 31Q: 3 clusters Score -4854054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4854062.500000 Penalty: 12338.725586
	Iteration 32Q: 3 clusters Score -4854062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4854065.500000 Penalty: 12338.725586
	Iteration 33Q: 3 clusters Score -4854066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4854065.500000 Penalty: 12338.725586
	Iteration 34Q: 3 clusters Score -4854066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4854067.000000 Penalty: 12338.725586
	Iteration 35Q: 3 clusters Score -4854067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4854068.000000 Penalty: 12338.725586
	Iteration 36Q: 3 clusters Score -4854068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4854074.000000 Penalty: 12338.725586
	Iteration 37Q: 3 clusters Score -4854074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4854077.500000 Penalty: 12338.725586
	Iteration 38Q: 3 clusters Score -4854078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4854079.000000 Penalty: 12338.725586
	Iteration 39Q: 3 clusters Score -4854079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4854082.500000 Penalty: 12338.725586
	Iteration 40F: 3 clusters Score -4854082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4854085.000000 Penalty: 12338.725586
	Iteration 41Q: 3 clusters Score -4854085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -4854084.000000 Penalty: 12338.725586
	Iteration 42Q: 3 clusters Score -4854084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4854081.000000 Penalty: 12338.725586
	Iteration 43Q: 3 clusters Score -4854081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -4854081.000000 Penalty: 12338.725586
	Iteration 44Q: 3 clusters Score -4854081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4854083.000000 Penalty: 12338.725586
	Iteration 45Q: 3 clusters Score -4854083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4854085.500000 Penalty: 12338.725586
	Iteration 46Q: 3 clusters Score -4854086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4854084.500000 Penalty: 12338.725586
	Iteration 47Q: 3 clusters Score -4854084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4854092.500000 Penalty: 12338.725586
	Iteration 48Q: 3 clusters Score -4854092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4854095.000000 Penalty: 12338.725586
	Iteration 49Q: 3 clusters Score -4854095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4854095.000000 Penalty: 12338.725586
	Iteration 50F: 3 clusters Score -4854095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Entering Unmasked Estep 
Score: -18161310.000000 Penalty: 6975.820801
	Iteration 0F: 2 clusters Score -1.816131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -18100490.000000 Penalty: 13951.641602
	Iteration 0F: 3 clusters Score -1.810049e+07 nChanged 40248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -18122352.000000 Penalty: 13951.641602
	Iteration 1F: 3 clusters Score -1.812235e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -18123322.000000 Penalty: 13951.641602
	Iteration 2Q: 3 clusters Score -1.812332e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -18124316.000000 Penalty: 13951.641602
	Iteration 3Q: 3 clusters Score -1.812432e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -18125142.000000 Penalty: 13951.641602
	Iteration 4Q: 3 clusters Score -1.812514e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -18126022.000000 Penalty: 13951.641602
	Iteration 5Q: 3 clusters Score -1.812602e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -18126920.000000 Penalty: 13951.641602
	Iteration 6Q: 3 clusters Score -1.812692e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -18127928.000000 Penalty: 13951.641602
	Iteration 7Q: 3 clusters Score -1.812793e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -18129056.000000 Penalty: 13951.641602
	Iteration 8Q: 3 clusters Score -1.812906e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -18130604.000000 Penalty: 13951.641602
	Iteration 9Q: 3 clusters Score -1.81306e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -18132898.000000 Penalty: 13951.641602
	Iteration 10Q: 3 clusters Score -1.81329e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -18136108.000000 Penalty: 13951.641602
	Iteration 11F: 3 clusters Score -1.813611e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -18140314.000000 Penalty: 13951.641602
	Iteration 12F: 3 clusters Score -1.814031e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -18145016.000000 Penalty: 13951.641602
	Iteration 13F: 3 clusters Score -1.814502e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 79257 members 
Entering Unmasked Estep 
Score: -18149182.000000 Penalty: 13951.641602
	Iteration 14F: 3 clusters Score -1.814918e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -18152276.000000 Penalty: 13951.641602
	Iteration 15Q: 3 clusters Score -1.815228e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -18153986.000000 Penalty: 13951.641602
	Iteration 16Q: 3 clusters Score -1.815399e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -18154910.000000 Penalty: 13951.641602
	Iteration 17Q: 3 clusters Score -1.815491e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -18155378.000000 Penalty: 13951.641602
	Iteration 18Q: 3 clusters Score -1.815538e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -18155638.000000 Penalty: 13951.641602
	Iteration 19Q: 3 clusters Score -1.815564e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -18155794.000000 Penalty: 13951.641602
	Iteration 20F: 3 clusters Score -1.815579e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -18155872.000000 Penalty: 13951.641602
	Iteration 21Q: 3 clusters Score -1.815587e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -18155942.000000 Penalty: 13951.641602
	Iteration 22Q: 3 clusters Score -1.815594e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -18155972.000000 Penalty: 13951.641602
	Iteration 23Q: 3 clusters Score -1.815597e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -18156010.000000 Penalty: 13951.641602
	Iteration 24Q: 3 clusters Score -1.815601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -18156018.000000 Penalty: 13951.641602
	Iteration 25Q: 3 clusters Score -1.815602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -18156062.000000 Penalty: 13951.641602
	Iteration 26Q: 3 clusters Score -1.815606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -18156064.000000 Penalty: 13951.641602
	Iteration 27Q: 3 clusters Score -1.815606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -18156074.000000 Penalty: 13951.641602
	Iteration 28Q: 3 clusters Score -1.815607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -18156080.000000 Penalty: 13951.641602
	Iteration 29Q: 3 clusters Score -1.815608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -18156094.000000 Penalty: 13951.641602
	Iteration 30Q: 3 clusters Score -1.815609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -18156092.000000 Penalty: 13951.641602
	Iteration 31Q: 3 clusters Score -1.815609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -18156092.000000 Penalty: 13951.641602
	Iteration 32Q: 3 clusters Score -1.815609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -18156094.000000 Penalty: 13951.641602
	Iteration 33Q: 3 clusters Score -1.815609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -18156094.000000 Penalty: 13951.641602
	Iteration 34F: 3 clusters Score -1.815609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Entering Unmasked Estep 
Score: -4380579.000000 Penalty: 6102.759277
	Iteration 0F: 2 clusters Score -4380579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -4363185.500000 Penalty: 12205.518555
	Iteration 0F: 3 clusters Score -4363186 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4368099.500000 Penalty: 12205.518555
	Iteration 1F: 3 clusters Score -4368100 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4369080.000000 Penalty: 12205.518555
	Iteration 2F: 3 clusters Score -4369080 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4370012.500000 Penalty: 12205.518555
	Iteration 3F: 3 clusters Score -4370012 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4370911.500000 Penalty: 12205.518555
	Iteration 4F: 3 clusters Score -4370912 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4371714.000000 Penalty: 12205.518555
	Iteration 5F: 3 clusters Score -4371714 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -4372434.000000 Penalty: 12205.518555
	Iteration 6Q: 3 clusters Score -4372434 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4373054.000000 Penalty: 12205.518555
	Iteration 7Q: 3 clusters Score -4373054 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -4373481.500000 Penalty: 12205.518555
	Iteration 8Q: 3 clusters Score -4373482 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4373779.000000 Penalty: 12205.518555
	Iteration 9Q: 3 clusters Score -4373779 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -4374007.000000 Penalty: 12205.518555
	Iteration 10Q: 3 clusters Score -4374007 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -4374213.500000 Penalty: 12205.518555
	Iteration 11Q: 3 clusters Score -4374214 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4374336.500000 Penalty: 12205.518555
	Iteration 12Q: 3 clusters Score -4374336 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -4374479.000000 Penalty: 12205.518555
	Iteration 13Q: 3 clusters Score -4374479 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -4374600.000000 Penalty: 12205.518555
	Iteration 14Q: 3 clusters Score -4374600 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4374685.000000 Penalty: 12205.518555
	Iteration 15Q: 3 clusters Score -4374685 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -4374772.500000 Penalty: 12205.518555
	Iteration 16Q: 3 clusters Score -4374772 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4374864.000000 Penalty: 12205.518555
	Iteration 17Q: 3 clusters Score -4374864 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -4374964.000000 Penalty: 12205.518555
	Iteration 18Q: 3 clusters Score -4374964 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -4375055.000000 Penalty: 12205.518555
	Iteration 19Q: 3 clusters Score -4375055 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -4375142.000000 Penalty: 12205.518555
	Iteration 20F: 3 clusters Score -4375142 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -4375227.500000 Penalty: 12205.518555
	Iteration 21Q: 3 clusters Score -4375228 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4375304.000000 Penalty: 12205.518555
	Iteration 22Q: 3 clusters Score -4375304 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4375387.500000 Penalty: 12205.518555
	Iteration 23Q: 3 clusters Score -4375388 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4375483.500000 Penalty: 12205.518555
	Iteration 24Q: 3 clusters Score -4375484 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4375558.000000 Penalty: 12205.518555
	Iteration 25Q: 3 clusters Score -4375558 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4375651.000000 Penalty: 12205.518555
	Iteration 26Q: 3 clusters Score -4375651 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -4375783.000000 Penalty: 12205.518555
	Iteration 27Q: 3 clusters Score -4375783 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4375865.000000 Penalty: 12205.518555
	Iteration 28Q: 3 clusters Score -4375865 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -4375938.000000 Penalty: 12205.518555
	Iteration 29Q: 3 clusters Score -4375938 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -4376017.500000 Penalty: 12205.518555
	Iteration 30Q: 3 clusters Score -4376018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -4376055.000000 Penalty: 12205.518555
	Iteration 31Q: 3 clusters Score -4376055 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -4376086.000000 Penalty: 12205.518555
	Iteration 32Q: 3 clusters Score -4376086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4376126.000000 Penalty: 12205.518555
	Iteration 33Q: 3 clusters Score -4376126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4376134.000000 Penalty: 12205.518555
	Iteration 34Q: 3 clusters Score -4376134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4376153.500000 Penalty: 12205.518555
	Iteration 35Q: 3 clusters Score -4376154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4376181.000000 Penalty: 12205.518555
	Iteration 36Q: 3 clusters Score -4376181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4376197.000000 Penalty: 12205.518555
	Iteration 37Q: 3 clusters Score -4376197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4376195.500000 Penalty: 12205.518555
	Iteration 38Q: 3 clusters Score -4376196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4376200.000000 Penalty: 12205.518555
	Iteration 39Q: 3 clusters Score -4376200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4376203.500000 Penalty: 12205.518555
	Iteration 40F: 3 clusters Score -4376204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -4376204.000000 Penalty: 12205.518555
	Iteration 41Q: 3 clusters Score -4376204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4376220.500000 Penalty: 12205.518555
	Iteration 42Q: 3 clusters Score -4376220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4376225.000000 Penalty: 12205.518555
	Iteration 43Q: 3 clusters Score -4376225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4376220.000000 Penalty: 12205.518555
	Iteration 44Q: 3 clusters Score -4376220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4376231.500000 Penalty: 12205.518555
	Iteration 45Q: 3 clusters Score -4376232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -4376234.500000 Penalty: 12205.518555
	Iteration 46Q: 3 clusters Score -4376234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -4376235.500000 Penalty: 12205.518555
	Iteration 47Q: 3 clusters Score -4376236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4376235.500000 Penalty: 12205.518555
	Iteration 48Q: 3 clusters Score -4376236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -4376234.000000 Penalty: 12205.518555
	Iteration 49Q: 3 clusters Score -4376234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4376244.500000 Penalty: 12205.518555
	Iteration 50Q: 3 clusters Score -4376244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -4376248.500000 Penalty: 12205.518555
	Iteration 51Q: 3 clusters Score -4376248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4376255.000000 Penalty: 12205.518555
	Iteration 52Q: 3 clusters Score -4376255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4376259.500000 Penalty: 12205.518555
	Iteration 53Q: 3 clusters Score -4376260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -4376265.500000 Penalty: 12205.518555
	Iteration 54Q: 3 clusters Score -4376266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4376266.000000 Penalty: 12205.518555
	Iteration 55Q: 3 clusters Score -4376266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -4376264.000000 Penalty: 12205.518555
	Iteration 56Q: 3 clusters Score -4376264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4376268.500000 Penalty: 12205.518555
	Iteration 57Q: 3 clusters Score -4376268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -4376266.000000 Penalty: 12205.518555
	Iteration 58Q: 3 clusters Score -4376266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4376269.000000 Penalty: 12205.518555
	Iteration 59Q: 3 clusters Score -4376269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4376266.500000 Penalty: 12205.518555
	Iteration 60F: 3 clusters Score -4376266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4376273.500000 Penalty: 12205.518555
	Iteration 61Q: 3 clusters Score -4376274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -4376277.000000 Penalty: 12205.518555
	Iteration 62Q: 3 clusters Score -4376277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4376275.000000 Penalty: 12205.518555
	Iteration 63Q: 3 clusters Score -4376275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -4376274.500000 Penalty: 12205.518555
	Iteration 64Q: 3 clusters Score -4376274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -4376272.500000 Penalty: 12205.518555
	Iteration 65Q: 3 clusters Score -4376272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4376277.500000 Penalty: 12205.518555
	Iteration 66Q: 3 clusters Score -4376278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4376277.500000 Penalty: 12205.518555
	Iteration 67F: 3 clusters Score -4376278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20431 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25200 members 
Mstep: Class 8 contains 37762 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60888 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 20 contains 21933 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 88353 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415200.000000 Penalty: 183124.609375
Iteration 119Q: 24 clusters Score -8.94152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83875 members 
Mstep: Class 2 contains 7475 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20432 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25200 members 
Mstep: Class 8 contains 37763 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60890 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12755 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6122 members 
Mstep: Class 20 contains 21935 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88354 members 
Mstep: Class 23 contains 21239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415296.000000 Penalty: 183124.609375
Iteration 120F: 24 clusters Score -8.94153e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 7478 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20427 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25199 members 
Mstep: Class 8 contains 37765 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60891 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12756 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6123 members 
Mstep: Class 20 contains 21936 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88356 members 
Mstep: Class 23 contains 21239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415344.000000 Penalty: 183124.609375
Iteration 121Q: 24 clusters Score -8.941534e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 7480 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20418 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37768 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60898 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12754 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6122 members 
Mstep: Class 20 contains 21938 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88355 members 
Mstep: Class 23 contains 21240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415424.000000 Penalty: 183124.609375
Iteration 122Q: 24 clusters Score -8.941542e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20418 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 37770 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60903 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12747 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6123 members 
Mstep: Class 20 contains 21938 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88354 members 
Mstep: Class 23 contains 21239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415456.000000 Penalty: 183124.609375
Iteration 123Q: 24 clusters Score -8.941546e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20416 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25195 members 
Mstep: Class 8 contains 37770 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60907 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12742 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21938 members 
Mstep: Class 21 contains 23683 members 
Mstep: Class 22 contains 88354 members 
Mstep: Class 23 contains 21239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415432.000000 Penalty: 183124.609375
Iteration 124Q: 24 clusters Score -8.941543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 7489 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20413 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 37770 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60909 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12743 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21939 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 88355 members 
Mstep: Class 23 contains 21237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415464.000000 Penalty: 183124.609375
Iteration 125Q: 24 clusters Score -8.941546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 7492 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20412 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 37770 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60910 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12742 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 21940 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 88354 members 
Mstep: Class 23 contains 21238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415488.000000 Penalty: 183124.609375
Iteration 126Q: 24 clusters Score -8.941549e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 7490 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20412 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 37770 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60911 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12744 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 21941 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 88353 members 
Mstep: Class 23 contains 21240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415544.000000 Penalty: 183124.609375
Iteration 127Q: 24 clusters Score -8.941554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 7493 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20408 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 37771 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60913 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12745 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 21940 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 88352 members 
Mstep: Class 23 contains 21240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415520.000000 Penalty: 183124.609375
Iteration 128Q: 24 clusters Score -8.941552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 7494 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20405 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25197 members 
Mstep: Class 8 contains 37772 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60915 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12747 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 21941 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415480.000000 Penalty: 183124.609375
Iteration 129Q: 24 clusters Score -8.941548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 7497 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37770 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60915 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12748 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 21944 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415424.000000 Penalty: 183124.609375
Iteration 130Q: 24 clusters Score -8.941542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20402 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37769 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60916 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12748 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 21945 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 21239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415472.000000 Penalty: 183124.609375
Iteration 131Q: 24 clusters Score -8.941547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20401 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25197 members 
Mstep: Class 8 contains 37768 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60918 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 21946 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415472.000000 Penalty: 183124.609375
Iteration 132Q: 24 clusters Score -8.941547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20400 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37769 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60918 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21947 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415480.000000 Penalty: 183124.609375
Iteration 133Q: 24 clusters Score -8.941548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20399 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37769 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6892 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60918 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21949 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415472.000000 Penalty: 183124.609375
Iteration 134Q: 24 clusters Score -8.941547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20399 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37768 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6892 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60919 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12747 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21951 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415512.000000 Penalty: 183124.609375
Iteration 135Q: 24 clusters Score -8.941551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20397 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37768 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6892 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60922 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12746 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21953 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415488.000000 Penalty: 183124.609375
Iteration 136Q: 24 clusters Score -8.941549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20395 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37768 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6892 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60923 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12748 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21954 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415488.000000 Penalty: 183124.609375
Iteration 137Q: 24 clusters Score -8.941549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20394 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37768 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60922 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21956 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415488.000000 Penalty: 183124.609375
Iteration 138Q: 24 clusters Score -8.941549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20394 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37769 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60922 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21957 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415504.000000 Penalty: 183124.609375
Iteration 139Q: 24 clusters Score -8.94155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20394 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37769 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21958 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415520.000000 Penalty: 183124.609375
Iteration 140F: 24 clusters Score -8.941552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20393 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37769 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21959 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415504.000000 Penalty: 183124.609375
Iteration 141Q: 24 clusters Score -8.94155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20392 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37769 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415488.000000 Penalty: 183124.609375
Iteration 142Q: 24 clusters Score -8.941549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20391 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37769 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415496.000000 Penalty: 183124.609375
Iteration 143Q: 24 clusters Score -8.94155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 7500 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20390 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37769 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415520.000000 Penalty: 183124.609375
Iteration 144Q: 24 clusters Score -8.941552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 7502 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20387 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37770 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415528.000000 Penalty: 183124.609375
Iteration 145Q: 24 clusters Score -8.941553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 7505 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20387 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37770 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6892 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415488.000000 Penalty: 183124.609375
Iteration 146Q: 24 clusters Score -8.941549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 7509 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20385 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 37770 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 60922 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23678 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415456.000000 Penalty: 183124.609375
Iteration 147Q: 24 clusters Score -8.941546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 7510 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20384 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25197 members 
Mstep: Class 8 contains 37770 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12963 members 
Mstep: Class 14 contains 60922 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23679 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415432.000000 Penalty: 183124.609375
Iteration 148Q: 24 clusters Score -8.941543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 7513 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20383 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 37771 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12962 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23679 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415512.000000 Penalty: 183124.609375
Iteration 149Q: 24 clusters Score -8.941551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 7513 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20383 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 37771 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12962 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23679 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 21241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89415512.000000 Penalty: 183124.609375
Iteration 150F: 24 clusters Score -8.941551e+07 nChanged 0
Entering ConstructFrom: 
Score: -89415512.000000 Penalty: 183124.609375
Entering ConstructFrom: 
Trying to split cluster 1 (83834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Entering Unmasked Estep 
Score: -17327446.000000 Penalty: 6943.663574
	Iteration 0F: 2 clusters Score -1.732745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -17269420.000000 Penalty: 13887.327148
	Iteration 0F: 3 clusters Score -1.726942e+07 nChanged 38005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -17290770.000000 Penalty: 13887.327148
	Iteration 1F: 3 clusters Score -1.729077e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -17292938.000000 Penalty: 13887.327148
	Iteration 2Q: 3 clusters Score -1.729294e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -17295828.000000 Penalty: 13887.327148
	Iteration 3F: 3 clusters Score -1.729583e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -17298924.000000 Penalty: 13887.327148
	Iteration 4F: 3 clusters Score -1.729892e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -17301762.000000 Penalty: 13887.327148
	Iteration 5F: 3 clusters Score -1.730176e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -17304532.000000 Penalty: 13887.327148
	Iteration 6F: 3 clusters Score -1.730453e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -17307442.000000 Penalty: 13887.327148
	Iteration 7F: 3 clusters Score -1.730744e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -17310126.000000 Penalty: 13887.327148
	Iteration 8F: 3 clusters Score -1.731013e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -17312876.000000 Penalty: 13887.327148
	Iteration 9Q: 3 clusters Score -1.731288e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -17315076.000000 Penalty: 13887.327148
	Iteration 10Q: 3 clusters Score -1.731508e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -17316890.000000 Penalty: 13887.327148
	Iteration 11Q: 3 clusters Score -1.731689e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -17318400.000000 Penalty: 13887.327148
	Iteration 12Q: 3 clusters Score -1.73184e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -17319792.000000 Penalty: 13887.327148
	Iteration 13Q: 3 clusters Score -1.731979e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -17321202.000000 Penalty: 13887.327148
	Iteration 14Q: 3 clusters Score -1.73212e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -17322518.000000 Penalty: 13887.327148
	Iteration 15Q: 3 clusters Score -1.732252e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -17323842.000000 Penalty: 13887.327148
	Iteration 16Q: 3 clusters Score -1.732384e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -17324686.000000 Penalty: 13887.327148
	Iteration 17Q: 3 clusters Score -1.732469e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -17325234.000000 Penalty: 13887.327148
	Iteration 18Q: 3 clusters Score -1.732523e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -17325618.000000 Penalty: 13887.327148
	Iteration 19Q: 3 clusters Score -1.732562e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -17325926.000000 Penalty: 13887.327148
	Iteration 20F: 3 clusters Score -1.732593e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -17326176.000000 Penalty: 13887.327148
	Iteration 21Q: 3 clusters Score -1.732618e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -17326290.000000 Penalty: 13887.327148
	Iteration 22Q: 3 clusters Score -1.732629e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -17326478.000000 Penalty: 13887.327148
	Iteration 23Q: 3 clusters Score -1.732648e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -17326554.000000 Penalty: 13887.327148
	Iteration 24Q: 3 clusters Score -1.732655e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -17326582.000000 Penalty: 13887.327148
	Iteration 25Q: 3 clusters Score -1.732658e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -17326622.000000 Penalty: 13887.327148
	Iteration 26Q: 3 clusters Score -1.732662e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -17326718.000000 Penalty: 13887.327148
	Iteration 27Q: 3 clusters Score -1.732672e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -17326736.000000 Penalty: 13887.327148
	Iteration 28Q: 3 clusters Score -1.732674e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -17326764.000000 Penalty: 13887.327148
	Iteration 29Q: 3 clusters Score -1.732676e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -17326820.000000 Penalty: 13887.327148
	Iteration 30Q: 3 clusters Score -1.732682e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -17326842.000000 Penalty: 13887.327148
	Iteration 31Q: 3 clusters Score -1.732684e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -17326856.000000 Penalty: 13887.327148
	Iteration 32Q: 3 clusters Score -1.732686e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -17326874.000000 Penalty: 13887.327148
	Iteration 33Q: 3 clusters Score -1.732687e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -17326904.000000 Penalty: 13887.327148
	Iteration 34Q: 3 clusters Score -1.73269e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -17326916.000000 Penalty: 13887.327148
	Iteration 35Q: 3 clusters Score -1.732692e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -17326980.000000 Penalty: 13887.327148
	Iteration 36Q: 3 clusters Score -1.732698e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -17326996.000000 Penalty: 13887.327148
	Iteration 37Q: 3 clusters Score -1.7327e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -17327000.000000 Penalty: 13887.327148
	Iteration 38Q: 3 clusters Score -1.7327e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -17327012.000000 Penalty: 13887.327148
	Iteration 39Q: 3 clusters Score -1.732701e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -17327030.000000 Penalty: 13887.327148
	Iteration 40F: 3 clusters Score -1.732703e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -17327038.000000 Penalty: 13887.327148
	Iteration 41Q: 3 clusters Score -1.732704e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -17327060.000000 Penalty: 13887.327148
	Iteration 42Q: 3 clusters Score -1.732706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -17327068.000000 Penalty: 13887.327148
	Iteration 43Q: 3 clusters Score -1.732707e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -17327076.000000 Penalty: 13887.327148
	Iteration 44Q: 3 clusters Score -1.732708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -17327082.000000 Penalty: 13887.327148
	Iteration 45Q: 3 clusters Score -1.732708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -17327084.000000 Penalty: 13887.327148
	Iteration 46Q: 3 clusters Score -1.732708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -17327092.000000 Penalty: 13887.327148
	Iteration 47Q: 3 clusters Score -1.732709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -17327090.000000 Penalty: 13887.327148
	Iteration 48Q: 3 clusters Score -1.732709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -17327080.000000 Penalty: 13887.327148
	Iteration 49Q: 3 clusters Score -1.732708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -17327070.000000 Penalty: 13887.327148
	Iteration 50Q: 3 clusters Score -1.732707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -17327058.000000 Penalty: 13887.327148
	Iteration 51Q: 3 clusters Score -1.732706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -17327060.000000 Penalty: 13887.327148
	Iteration 52Q: 3 clusters Score -1.732706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -17327088.000000 Penalty: 13887.327148
	Iteration 53Q: 3 clusters Score -1.732709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -17327096.000000 Penalty: 13887.327148
	Iteration 54Q: 3 clusters Score -1.73271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -17327088.000000 Penalty: 13887.327148
	Iteration 55Q: 3 clusters Score -1.732709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -17327090.000000 Penalty: 13887.327148
	Iteration 56Q: 3 clusters Score -1.732709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -17327076.000000 Penalty: 13887.327148
	Iteration 57Q: 3 clusters Score -1.732708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77639 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -17327080.000000 Penalty: 13887.327148
	Iteration 58Q: 3 clusters Score -1.732708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -17327076.000000 Penalty: 13887.327148
	Iteration 59Q: 3 clusters Score -1.732708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -17327082.000000 Penalty: 13887.327148
	Iteration 60F: 3 clusters Score -1.732708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -17327086.000000 Penalty: 13887.327148
	Iteration 61Q: 3 clusters Score -1.732709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -17327084.000000 Penalty: 13887.327148
	Iteration 62Q: 3 clusters Score -1.732708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -17327098.000000 Penalty: 13887.327148
	Iteration 63Q: 3 clusters Score -1.73271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -17327088.000000 Penalty: 13887.327148
	Iteration 64Q: 3 clusters Score -1.732709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -17327082.000000 Penalty: 13887.327148
	Iteration 65Q: 3 clusters Score -1.732708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -17327082.000000 Penalty: 13887.327148
	Iteration 66F: 3 clusters Score -1.732708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -1472407.875000 Penalty: 5466.188965
	Iteration 0F: 2 clusters Score -1472408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1463690.250000 Penalty: 10932.377930
	Iteration 0F: 3 clusters Score -1463690 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1465250.250000 Penalty: 10932.377930
	Iteration 1F: 3 clusters Score -1465250 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1465674.125000 Penalty: 10932.377930
	Iteration 2F: 3 clusters Score -1465674 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1465935.500000 Penalty: 10932.377930
	Iteration 3Q: 3 clusters Score -1465936 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1466107.000000 Penalty: 10932.377930
	Iteration 4Q: 3 clusters Score -1466107 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1466234.875000 Penalty: 10932.377930
	Iteration 5Q: 3 clusters Score -1466235 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1466336.375000 Penalty: 10932.377930
	Iteration 6Q: 3 clusters Score -1466336 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1466403.125000 Penalty: 10932.377930
	Iteration 7Q: 3 clusters Score -1466403 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1466473.500000 Penalty: 10932.377930
	Iteration 8Q: 3 clusters Score -1466474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1466522.000000 Penalty: 10932.377930
	Iteration 9Q: 3 clusters Score -1466522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1466565.625000 Penalty: 10932.377930
	Iteration 10Q: 3 clusters Score -1466566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1466613.250000 Penalty: 10932.377930
	Iteration 11Q: 3 clusters Score -1466613 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1466651.000000 Penalty: 10932.377930
	Iteration 12Q: 3 clusters Score -1466651 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1466694.625000 Penalty: 10932.377930
	Iteration 13Q: 3 clusters Score -1466695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1466734.000000 Penalty: 10932.377930
	Iteration 14Q: 3 clusters Score -1466734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1466765.625000 Penalty: 10932.377930
	Iteration 15Q: 3 clusters Score -1466766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1466799.125000 Penalty: 10932.377930
	Iteration 16Q: 3 clusters Score -1466799 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1466837.125000 Penalty: 10932.377930
	Iteration 17Q: 3 clusters Score -1466837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1466870.750000 Penalty: 10932.377930
	Iteration 18Q: 3 clusters Score -1466871 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1466908.125000 Penalty: 10932.377930
	Iteration 19Q: 3 clusters Score -1466908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1466953.875000 Penalty: 10932.377930
	Iteration 20F: 3 clusters Score -1466954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1466998.250000 Penalty: 10932.377930
	Iteration 21Q: 3 clusters Score -1466998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1467034.250000 Penalty: 10932.377930
	Iteration 22Q: 3 clusters Score -1467034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1467079.375000 Penalty: 10932.377930
	Iteration 23Q: 3 clusters Score -1467079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1467108.125000 Penalty: 10932.377930
	Iteration 24Q: 3 clusters Score -1467108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1467126.625000 Penalty: 10932.377930
	Iteration 25Q: 3 clusters Score -1467127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1467148.875000 Penalty: 10932.377930
	Iteration 26Q: 3 clusters Score -1467149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1467170.375000 Penalty: 10932.377930
	Iteration 27Q: 3 clusters Score -1467170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1467183.750000 Penalty: 10932.377930
	Iteration 28Q: 3 clusters Score -1467184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1467197.500000 Penalty: 10932.377930
	Iteration 29Q: 3 clusters Score -1467198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1467212.125000 Penalty: 10932.377930
	Iteration 30Q: 3 clusters Score -1467212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1467220.000000 Penalty: 10932.377930
	Iteration 31Q: 3 clusters Score -1467220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1467231.125000 Penalty: 10932.377930
	Iteration 32Q: 3 clusters Score -1467231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1467236.000000 Penalty: 10932.377930
	Iteration 33Q: 3 clusters Score -1467236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1467242.375000 Penalty: 10932.377930
	Iteration 34Q: 3 clusters Score -1467242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1467241.500000 Penalty: 10932.377930
	Iteration 35Q: 3 clusters Score -1467242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1467250.625000 Penalty: 10932.377930
	Iteration 36Q: 3 clusters Score -1467251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1467252.500000 Penalty: 10932.377930
	Iteration 37Q: 3 clusters Score -1467252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1467252.875000 Penalty: 10932.377930
	Iteration 38Q: 3 clusters Score -1467253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1467260.125000 Penalty: 10932.377930
	Iteration 39Q: 3 clusters Score -1467260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1467263.000000 Penalty: 10932.377930
	Iteration 40F: 3 clusters Score -1467263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1467270.500000 Penalty: 10932.377930
	Iteration 41Q: 3 clusters Score -1467270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1467279.000000 Penalty: 10932.377930
	Iteration 42Q: 3 clusters Score -1467279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1467284.125000 Penalty: 10932.377930
	Iteration 43Q: 3 clusters Score -1467284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1467286.875000 Penalty: 10932.377930
	Iteration 44Q: 3 clusters Score -1467287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1467297.000000 Penalty: 10932.377930
	Iteration 45Q: 3 clusters Score -1467297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1467300.750000 Penalty: 10932.377930
	Iteration 46Q: 3 clusters Score -1467301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1467312.625000 Penalty: 10932.377930
	Iteration 47Q: 3 clusters Score -1467313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1467320.000000 Penalty: 10932.377930
	Iteration 48Q: 3 clusters Score -1467320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1467325.625000 Penalty: 10932.377930
	Iteration 49Q: 3 clusters Score -1467326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1467331.125000 Penalty: 10932.377930
	Iteration 50Q: 3 clusters Score -1467331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1467337.000000 Penalty: 10932.377930
	Iteration 51Q: 3 clusters Score -1467337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1467347.500000 Penalty: 10932.377930
	Iteration 52Q: 3 clusters Score -1467348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1467353.375000 Penalty: 10932.377930
	Iteration 53Q: 3 clusters Score -1467353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1467357.500000 Penalty: 10932.377930
	Iteration 54Q: 3 clusters Score -1467358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1467365.500000 Penalty: 10932.377930
	Iteration 55Q: 3 clusters Score -1467366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1467371.125000 Penalty: 10932.377930
	Iteration 56Q: 3 clusters Score -1467371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1467377.250000 Penalty: 10932.377930
	Iteration 57Q: 3 clusters Score -1467377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1467388.750000 Penalty: 10932.377930
	Iteration 58Q: 3 clusters Score -1467389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1467397.750000 Penalty: 10932.377930
	Iteration 59Q: 3 clusters Score -1467398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1467400.250000 Penalty: 10932.377930
	Iteration 60F: 3 clusters Score -1467400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1467407.125000 Penalty: 10932.377930
	Iteration 61Q: 3 clusters Score -1467407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1467410.250000 Penalty: 10932.377930
	Iteration 62Q: 3 clusters Score -1467410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1467418.750000 Penalty: 10932.377930
	Iteration 63Q: 3 clusters Score -1467419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1467428.250000 Penalty: 10932.377930
	Iteration 64Q: 3 clusters Score -1467428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1467431.500000 Penalty: 10932.377930
	Iteration 65Q: 3 clusters Score -1467432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1467439.250000 Penalty: 10932.377930
	Iteration 66Q: 3 clusters Score -1467439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1467447.125000 Penalty: 10932.377930
	Iteration 67Q: 3 clusters Score -1467447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1467456.125000 Penalty: 10932.377930
	Iteration 68Q: 3 clusters Score -1467456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1467466.875000 Penalty: 10932.377930
	Iteration 69Q: 3 clusters Score -1467467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1467480.500000 Penalty: 10932.377930
	Iteration 70Q: 3 clusters Score -1467480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1467490.875000 Penalty: 10932.377930
	Iteration 71Q: 3 clusters Score -1467491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1467502.000000 Penalty: 10932.377930
	Iteration 72Q: 3 clusters Score -1467502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1467513.625000 Penalty: 10932.377930
	Iteration 73Q: 3 clusters Score -1467514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1467518.125000 Penalty: 10932.377930
	Iteration 74Q: 3 clusters Score -1467518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1467523.750000 Penalty: 10932.377930
	Iteration 75Q: 3 clusters Score -1467524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1467533.625000 Penalty: 10932.377930
	Iteration 76Q: 3 clusters Score -1467534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1467535.375000 Penalty: 10932.377930
	Iteration 77Q: 3 clusters Score -1467535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1467540.875000 Penalty: 10932.377930
	Iteration 78Q: 3 clusters Score -1467541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1467549.750000 Penalty: 10932.377930
	Iteration 79Q: 3 clusters Score -1467550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1467552.250000 Penalty: 10932.377930
	Iteration 80F: 3 clusters Score -1467552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1467557.125000 Penalty: 10932.377930
	Iteration 81Q: 3 clusters Score -1467557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1467560.125000 Penalty: 10932.377930
	Iteration 82Q: 3 clusters Score -1467560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1467562.250000 Penalty: 10932.377930
	Iteration 83Q: 3 clusters Score -1467562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1467567.750000 Penalty: 10932.377930
	Iteration 84Q: 3 clusters Score -1467568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1467569.250000 Penalty: 10932.377930
	Iteration 85Q: 3 clusters Score -1467569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1467568.500000 Penalty: 10932.377930
	Iteration 86Q: 3 clusters Score -1467568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1467567.125000 Penalty: 10932.377930
	Iteration 87Q: 3 clusters Score -1467567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1467569.375000 Penalty: 10932.377930
	Iteration 88Q: 3 clusters Score -1467569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1467577.250000 Penalty: 10932.377930
	Iteration 89Q: 3 clusters Score -1467577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1467585.500000 Penalty: 10932.377930
	Iteration 90Q: 3 clusters Score -1467586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1467589.125000 Penalty: 10932.377930
	Iteration 91Q: 3 clusters Score -1467589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1467596.125000 Penalty: 10932.377930
	Iteration 92Q: 3 clusters Score -1467596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1467600.250000 Penalty: 10932.377930
	Iteration 93Q: 3 clusters Score -1467600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1467602.750000 Penalty: 10932.377930
	Iteration 94Q: 3 clusters Score -1467603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1467602.125000 Penalty: 10932.377930
	Iteration 95Q: 3 clusters Score -1467602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1467606.625000 Penalty: 10932.377930
	Iteration 96Q: 3 clusters Score -1467607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1467607.000000 Penalty: 10932.377930
	Iteration 97Q: 3 clusters Score -1467607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1467613.250000 Penalty: 10932.377930
	Iteration 98Q: 3 clusters Score -1467613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1467616.250000 Penalty: 10932.377930
	Iteration 99Q: 3 clusters Score -1467616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1467618.625000 Penalty: 10932.377930
	Iteration 100F: 3 clusters Score -1467619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1467618.000000 Penalty: 10932.377930
	Iteration 101Q: 3 clusters Score -1467618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1467618.875000 Penalty: 10932.377930
	Iteration 102Q: 3 clusters Score -1467619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1467620.500000 Penalty: 10932.377930
	Iteration 103Q: 3 clusters Score -1467620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1467621.000000 Penalty: 10932.377930
	Iteration 104Q: 3 clusters Score -1467621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1467623.625000 Penalty: 10932.377930
	Iteration 105Q: 3 clusters Score -1467624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1467628.125000 Penalty: 10932.377930
	Iteration 106Q: 3 clusters Score -1467628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1467635.000000 Penalty: 10932.377930
	Iteration 107Q: 3 clusters Score -1467635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1467639.125000 Penalty: 10932.377930
	Iteration 108Q: 3 clusters Score -1467639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1467640.875000 Penalty: 10932.377930
	Iteration 109Q: 3 clusters Score -1467641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1467643.875000 Penalty: 10932.377930
	Iteration 110Q: 3 clusters Score -1467644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1467643.125000 Penalty: 10932.377930
	Iteration 111Q: 3 clusters Score -1467643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1467642.125000 Penalty: 10932.377930
	Iteration 112Q: 3 clusters Score -1467642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1467642.125000 Penalty: 10932.377930
	Iteration 113Q: 3 clusters Score -1467642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1467644.375000 Penalty: 10932.377930
	Iteration 114Q: 3 clusters Score -1467644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1467647.125000 Penalty: 10932.377930
	Iteration 115Q: 3 clusters Score -1467647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1467647.125000 Penalty: 10932.377930
	Iteration 116F: 3 clusters Score -1467647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -203718.578125 Penalty: 4271.295410
	Iteration 0F: 2 clusters Score -203718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -199572.250000 Penalty: 8542.590820
	Iteration 0F: 3 clusters Score -199572.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -199914.375000 Penalty: 8542.590820
	Iteration 1F: 3 clusters Score -199914.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -200085.593750 Penalty: 8542.590820
	Iteration 2Q: 3 clusters Score -200085.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -200355.937500 Penalty: 8542.590820
	Iteration 3Q: 3 clusters Score -200355.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -200649.703125 Penalty: 8542.590820
	Iteration 4Q: 3 clusters Score -200649.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -200935.031250 Penalty: 8542.590820
	Iteration 5Q: 3 clusters Score -200935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -201156.609375 Penalty: 8542.590820
	Iteration 6Q: 3 clusters Score -201156.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -201263.703125 Penalty: 8542.590820
	Iteration 7Q: 3 clusters Score -201263.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -201338.890625 Penalty: 8542.590820
	Iteration 8Q: 3 clusters Score -201338.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -201439.125000 Penalty: 8542.590820
	Iteration 9Q: 3 clusters Score -201439.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -201630.125000 Penalty: 8542.590820
	Iteration 10Q: 3 clusters Score -201630.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -202104.218750 Penalty: 8542.590820
	Iteration 11Q: 3 clusters Score -202104.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202496.640625 Penalty: 8542.590820
	Iteration 12Q: 3 clusters Score -202496.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -202756.406250 Penalty: 8542.590820
	Iteration 13Q: 3 clusters Score -202756.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -203146.015625 Penalty: 8542.590820
	Iteration 14Q: 3 clusters Score -203146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -203493.843750 Penalty: 8542.590820
	Iteration 15Q: 3 clusters Score -203493.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -203531.765625 Penalty: 8542.590820
	Iteration 16Q: 3 clusters Score -203531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -203559.515625 Penalty: 8542.590820
	Iteration 17Q: 3 clusters Score -203559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -203572.468750 Penalty: 8542.590820
	Iteration 18Q: 3 clusters Score -203572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -203580.890625 Penalty: 8542.590820
	Iteration 19Q: 3 clusters Score -203580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -203585.515625 Penalty: 8542.590820
	Iteration 20F: 3 clusters Score -203585.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -192824.484375 Penalty: 4259.131836
	Iteration 0F: 2 clusters Score -192824.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -188735.671875 Penalty: 8518.263672
	Iteration 0F: 3 clusters Score -188735.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -189435.640625 Penalty: 8518.263672
	Iteration 1F: 3 clusters Score -189435.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -190317.390625 Penalty: 8518.263672
	Iteration 2F: 3 clusters Score -190317.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -191464.562500 Penalty: 8518.263672
	Iteration 3F: 3 clusters Score -191464.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -192091.671875 Penalty: 8518.263672
	Iteration 4F: 3 clusters Score -192091.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -192792.468750 Penalty: 8518.263672
	Iteration 5Q: 3 clusters Score -192792.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -193131.265625 Penalty: 8518.263672
	Iteration 6Q: 3 clusters Score -193131.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -193291.968750 Penalty: 8518.263672
	Iteration 7Q: 3 clusters Score -193292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -193335.984375 Penalty: 8518.263672
	Iteration 8Q: 3 clusters Score -193336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -193367.375000 Penalty: 8518.263672
	Iteration 9Q: 3 clusters Score -193367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -193406.796875 Penalty: 8518.263672
	Iteration 10Q: 3 clusters Score -193406.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -193454.343750 Penalty: 8518.263672
	Iteration 11Q: 3 clusters Score -193454.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -193554.906250 Penalty: 8518.263672
	Iteration 12Q: 3 clusters Score -193554.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -193812.281250 Penalty: 8518.263672
	Iteration 13Q: 3 clusters Score -193812.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -194182.859375 Penalty: 8518.263672
	Iteration 14Q: 3 clusters Score -194182.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -194239.578125 Penalty: 8518.263672
	Iteration 15Q: 3 clusters Score -194239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -194247.234375 Penalty: 8518.263672
	Iteration 16Q: 3 clusters Score -194247.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -194247.234375 Penalty: 8518.263672
	Iteration 17F: 3 clusters Score -194247.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 7513 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 585 members 
Mstep: Class 5 contains 20383 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 37771 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12962 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23679 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 21241 members 
Mstep: Class 24 contains 462 members 
Entering Unmasked Estep 
Score: -89413280.000000 Penalty: 191086.562500
Splitting cluster 4 changes total score from -89415512.000000 to -89413280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (20383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Entering Unmasked Estep 
Score: -3996280.750000 Penalty: 6077.504883
	Iteration 0F: 2 clusters Score -3996281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3979547.500000 Penalty: 12155.009766
	Iteration 0F: 3 clusters Score -3979548 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3983934.750000 Penalty: 12155.009766
	Iteration 1F: 3 clusters Score -3983935 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3984599.500000 Penalty: 12155.009766
	Iteration 2F: 3 clusters Score -3984600 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3985073.750000 Penalty: 12155.009766
	Iteration 3Q: 3 clusters Score -3985074 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3985460.000000 Penalty: 12155.009766
	Iteration 4Q: 3 clusters Score -3985460 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3985797.000000 Penalty: 12155.009766
	Iteration 5Q: 3 clusters Score -3985797 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3986069.000000 Penalty: 12155.009766
	Iteration 6Q: 3 clusters Score -3986069 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3986364.750000 Penalty: 12155.009766
	Iteration 7Q: 3 clusters Score -3986365 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3986634.500000 Penalty: 12155.009766
	Iteration 8Q: 3 clusters Score -3986634 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3986909.500000 Penalty: 12155.009766
	Iteration 9Q: 3 clusters Score -3986910 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3987183.000000 Penalty: 12155.009766
	Iteration 10Q: 3 clusters Score -3987183 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -3987469.000000 Penalty: 12155.009766
	Iteration 11Q: 3 clusters Score -3987469 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3987747.500000 Penalty: 12155.009766
	Iteration 12Q: 3 clusters Score -3987748 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3988013.250000 Penalty: 12155.009766
	Iteration 13Q: 3 clusters Score -3988013 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3988309.750000 Penalty: 12155.009766
	Iteration 14Q: 3 clusters Score -3988310 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3988602.750000 Penalty: 12155.009766
	Iteration 15Q: 3 clusters Score -3988603 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3988898.750000 Penalty: 12155.009766
	Iteration 16Q: 3 clusters Score -3988899 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3989227.500000 Penalty: 12155.009766
	Iteration 17Q: 3 clusters Score -3989228 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3989518.750000 Penalty: 12155.009766
	Iteration 18Q: 3 clusters Score -3989519 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3989778.750000 Penalty: 12155.009766
	Iteration 19Q: 3 clusters Score -3989779 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3990018.250000 Penalty: 12155.009766
	Iteration 20F: 3 clusters Score -3990018 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3990208.250000 Penalty: 12155.009766
	Iteration 21Q: 3 clusters Score -3990208 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3990362.250000 Penalty: 12155.009766
	Iteration 22Q: 3 clusters Score -3990362 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3990440.500000 Penalty: 12155.009766
	Iteration 23Q: 3 clusters Score -3990440 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3990517.500000 Penalty: 12155.009766
	Iteration 24Q: 3 clusters Score -3990518 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3990563.000000 Penalty: 12155.009766
	Iteration 25Q: 3 clusters Score -3990563 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3990617.000000 Penalty: 12155.009766
	Iteration 26Q: 3 clusters Score -3990617 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3990648.500000 Penalty: 12155.009766
	Iteration 27Q: 3 clusters Score -3990648 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3990687.000000 Penalty: 12155.009766
	Iteration 28Q: 3 clusters Score -3990687 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3990724.500000 Penalty: 12155.009766
	Iteration 29Q: 3 clusters Score -3990724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3990734.750000 Penalty: 12155.009766
	Iteration 30Q: 3 clusters Score -3990735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3990754.750000 Penalty: 12155.009766
	Iteration 31Q: 3 clusters Score -3990755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3990759.750000 Penalty: 12155.009766
	Iteration 32Q: 3 clusters Score -3990760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3990779.000000 Penalty: 12155.009766
	Iteration 33Q: 3 clusters Score -3990779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3990788.500000 Penalty: 12155.009766
	Iteration 34Q: 3 clusters Score -3990788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3990791.500000 Penalty: 12155.009766
	Iteration 35Q: 3 clusters Score -3990792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3990802.500000 Penalty: 12155.009766
	Iteration 36Q: 3 clusters Score -3990802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3990810.000000 Penalty: 12155.009766
	Iteration 37Q: 3 clusters Score -3990810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3990826.000000 Penalty: 12155.009766
	Iteration 38Q: 3 clusters Score -3990826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3990835.250000 Penalty: 12155.009766
	Iteration 39Q: 3 clusters Score -3990835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3990851.000000 Penalty: 12155.009766
	Iteration 40F: 3 clusters Score -3990851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3990849.750000 Penalty: 12155.009766
	Iteration 41Q: 3 clusters Score -3990850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3990849.000000 Penalty: 12155.009766
	Iteration 42Q: 3 clusters Score -3990849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3990856.500000 Penalty: 12155.009766
	Iteration 43Q: 3 clusters Score -3990856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3990863.000000 Penalty: 12155.009766
	Iteration 44Q: 3 clusters Score -3990863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3990871.750000 Penalty: 12155.009766
	Iteration 45Q: 3 clusters Score -3990872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3990880.000000 Penalty: 12155.009766
	Iteration 46Q: 3 clusters Score -3990880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3990887.500000 Penalty: 12155.009766
	Iteration 47Q: 3 clusters Score -3990888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3990889.250000 Penalty: 12155.009766
	Iteration 48Q: 3 clusters Score -3990889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3990887.250000 Penalty: 12155.009766
	Iteration 49Q: 3 clusters Score -3990887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3990887.750000 Penalty: 12155.009766
	Iteration 50Q: 3 clusters Score -3990888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3990895.000000 Penalty: 12155.009766
	Iteration 51Q: 3 clusters Score -3990895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3990909.500000 Penalty: 12155.009766
	Iteration 52Q: 3 clusters Score -3990910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3990912.500000 Penalty: 12155.009766
	Iteration 53Q: 3 clusters Score -3990912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3990917.250000 Penalty: 12155.009766
	Iteration 54Q: 3 clusters Score -3990917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3990922.750000 Penalty: 12155.009766
	Iteration 55Q: 3 clusters Score -3990923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3990931.000000 Penalty: 12155.009766
	Iteration 56Q: 3 clusters Score -3990931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3990939.500000 Penalty: 12155.009766
	Iteration 57Q: 3 clusters Score -3990940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3990943.250000 Penalty: 12155.009766
	Iteration 58Q: 3 clusters Score -3990943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3990941.500000 Penalty: 12155.009766
	Iteration 59Q: 3 clusters Score -3990942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3990942.000000 Penalty: 12155.009766
	Iteration 60F: 3 clusters Score -3990942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3990948.750000 Penalty: 12155.009766
	Iteration 61Q: 3 clusters Score -3990949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3990944.250000 Penalty: 12155.009766
	Iteration 62Q: 3 clusters Score -3990944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3990942.500000 Penalty: 12155.009766
	Iteration 63Q: 3 clusters Score -3990942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3990944.000000 Penalty: 12155.009766
	Iteration 64Q: 3 clusters Score -3990944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3990947.750000 Penalty: 12155.009766
	Iteration 65Q: 3 clusters Score -3990948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3990944.250000 Penalty: 12155.009766
	Iteration 66Q: 3 clusters Score -3990944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3990944.250000 Penalty: 12155.009766
	Iteration 67F: 3 clusters Score -3990944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -108271.062500 Penalty: 3977.424316
	Iteration 0F: 2 clusters Score -108271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -104888.382812 Penalty: 7954.848633
	Iteration 0F: 3 clusters Score -104888.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105525.523438 Penalty: 7954.848633
	Iteration 1F: 3 clusters Score -105525.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -105855.531250 Penalty: 7954.848633
	Iteration 2F: 3 clusters Score -105855.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106082.281250 Penalty: 7954.848633
	Iteration 3Q: 3 clusters Score -106082.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106334.351562 Penalty: 7954.848633
	Iteration 4Q: 3 clusters Score -106334.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106568.617188 Penalty: 7954.848633
	Iteration 5Q: 3 clusters Score -106568.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -106940.539062 Penalty: 7954.848633
	Iteration 6Q: 3 clusters Score -106940.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107240.382812 Penalty: 7954.848633
	Iteration 7Q: 3 clusters Score -107240.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107348.687500 Penalty: 7954.848633
	Iteration 8Q: 3 clusters Score -107348.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107462.343750 Penalty: 7954.848633
	Iteration 9Q: 3 clusters Score -107462.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107575.593750 Penalty: 7954.848633
	Iteration 10Q: 3 clusters Score -107575.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107886.625000 Penalty: 7954.848633
	Iteration 11Q: 3 clusters Score -107886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -108052.914062 Penalty: 7954.848633
	Iteration 12Q: 3 clusters Score -108052.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -108106.429688 Penalty: 7954.848633
	Iteration 13Q: 3 clusters Score -108106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -108142.773438 Penalty: 7954.848633
	Iteration 14Q: 3 clusters Score -108142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -108182.585938 Penalty: 7954.848633
	Iteration 15Q: 3 clusters Score -108182.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -108201.101562 Penalty: 7954.848633
	Iteration 16F: 3 clusters Score -108201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -108360.773438 Penalty: 7954.848633
	Iteration 17Q: 3 clusters Score -108360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -108394.210938 Penalty: 7954.848633
	Iteration 18Q: 3 clusters Score -108394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -108411.617188 Penalty: 7954.848633
	Iteration 19Q: 3 clusters Score -108411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -108446.343750 Penalty: 7954.848633
	Iteration 20F: 3 clusters Score -108446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -108563.882812 Penalty: 7954.848633
	Iteration 21Q: 3 clusters Score -108563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -108568.710938 Penalty: 7954.848633
	Iteration 22Q: 3 clusters Score -108568.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -108568.710938 Penalty: 7954.848633
	Iteration 23F: 3 clusters Score -108568.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 7513 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20383 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 37771 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12962 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23679 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 21241 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
Score: -89411776.000000 Penalty: 191086.562500
Splitting cluster 6 changes total score from -89415512.000000 to -89411776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (25196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Entering Unmasked Estep 
Score: -5194898.000000 Penalty: 6207.344727
	Iteration 0F: 2 clusters Score -5194898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5175128.500000 Penalty: 12414.689453
	Iteration 0F: 3 clusters Score -5175128 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -5180594.500000 Penalty: 12414.689453
	Iteration 1F: 3 clusters Score -5180594 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -5181380.000000 Penalty: 12414.689453
	Iteration 2F: 3 clusters Score -5181380 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -5181957.000000 Penalty: 12414.689453
	Iteration 3F: 3 clusters Score -5181957 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5182466.500000 Penalty: 12414.689453
	Iteration 4Q: 3 clusters Score -5182466 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5182931.500000 Penalty: 12414.689453
	Iteration 5Q: 3 clusters Score -5182932 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5183363.500000 Penalty: 12414.689453
	Iteration 6Q: 3 clusters Score -5183364 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -5183807.500000 Penalty: 12414.689453
	Iteration 7Q: 3 clusters Score -5183808 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -5184271.000000 Penalty: 12414.689453
	Iteration 8Q: 3 clusters Score -5184271 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -5184755.500000 Penalty: 12414.689453
	Iteration 9Q: 3 clusters Score -5184756 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -5185323.500000 Penalty: 12414.689453
	Iteration 10Q: 3 clusters Score -5185324 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -5185843.500000 Penalty: 12414.689453
	Iteration 11Q: 3 clusters Score -5185844 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -5186373.500000 Penalty: 12414.689453
	Iteration 12Q: 3 clusters Score -5186374 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -5186867.000000 Penalty: 12414.689453
	Iteration 13Q: 3 clusters Score -5186867 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -5187336.000000 Penalty: 12414.689453
	Iteration 14Q: 3 clusters Score -5187336 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -5187750.000000 Penalty: 12414.689453
	Iteration 15Q: 3 clusters Score -5187750 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -5188129.000000 Penalty: 12414.689453
	Iteration 16Q: 3 clusters Score -5188129 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5188418.500000 Penalty: 12414.689453
	Iteration 17Q: 3 clusters Score -5188418 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5188646.500000 Penalty: 12414.689453
	Iteration 18Q: 3 clusters Score -5188646 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -5188814.000000 Penalty: 12414.689453
	Iteration 19Q: 3 clusters Score -5188814 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -5188922.000000 Penalty: 12414.689453
	Iteration 20F: 3 clusters Score -5188922 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5189025.000000 Penalty: 12414.689453
	Iteration 21Q: 3 clusters Score -5189025 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -5189089.500000 Penalty: 12414.689453
	Iteration 22Q: 3 clusters Score -5189090 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -5189154.000000 Penalty: 12414.689453
	Iteration 23Q: 3 clusters Score -5189154 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -5189209.500000 Penalty: 12414.689453
	Iteration 24Q: 3 clusters Score -5189210 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -5189253.000000 Penalty: 12414.689453
	Iteration 25Q: 3 clusters Score -5189253 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -5189299.500000 Penalty: 12414.689453
	Iteration 26Q: 3 clusters Score -5189300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -5189341.500000 Penalty: 12414.689453
	Iteration 27Q: 3 clusters Score -5189342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -5189376.000000 Penalty: 12414.689453
	Iteration 28Q: 3 clusters Score -5189376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -5189397.500000 Penalty: 12414.689453
	Iteration 29Q: 3 clusters Score -5189398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -5189439.000000 Penalty: 12414.689453
	Iteration 30Q: 3 clusters Score -5189439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5189457.000000 Penalty: 12414.689453
	Iteration 31Q: 3 clusters Score -5189457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5189474.000000 Penalty: 12414.689453
	Iteration 32Q: 3 clusters Score -5189474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -5189474.500000 Penalty: 12414.689453
	Iteration 33Q: 3 clusters Score -5189474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5189489.000000 Penalty: 12414.689453
	Iteration 34Q: 3 clusters Score -5189489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -5189497.000000 Penalty: 12414.689453
	Iteration 35Q: 3 clusters Score -5189497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -5189513.500000 Penalty: 12414.689453
	Iteration 36Q: 3 clusters Score -5189514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -5189518.500000 Penalty: 12414.689453
	Iteration 37Q: 3 clusters Score -5189518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -5189536.000000 Penalty: 12414.689453
	Iteration 38Q: 3 clusters Score -5189536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5189545.000000 Penalty: 12414.689453
	Iteration 39Q: 3 clusters Score -5189545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -5189553.500000 Penalty: 12414.689453
	Iteration 40F: 3 clusters Score -5189554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -5189560.000000 Penalty: 12414.689453
	Iteration 41Q: 3 clusters Score -5189560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -5189581.500000 Penalty: 12414.689453
	Iteration 42Q: 3 clusters Score -5189582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -5189593.500000 Penalty: 12414.689453
	Iteration 43Q: 3 clusters Score -5189594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5189611.500000 Penalty: 12414.689453
	Iteration 44Q: 3 clusters Score -5189612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5189621.500000 Penalty: 12414.689453
	Iteration 45Q: 3 clusters Score -5189622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -5189621.500000 Penalty: 12414.689453
	Iteration 46Q: 3 clusters Score -5189622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5189622.000000 Penalty: 12414.689453
	Iteration 47Q: 3 clusters Score -5189622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -5189633.500000 Penalty: 12414.689453
	Iteration 48Q: 3 clusters Score -5189634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5189645.000000 Penalty: 12414.689453
	Iteration 49Q: 3 clusters Score -5189645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5189651.000000 Penalty: 12414.689453
	Iteration 50Q: 3 clusters Score -5189651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -5189659.500000 Penalty: 12414.689453
	Iteration 51Q: 3 clusters Score -5189660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5189666.500000 Penalty: 12414.689453
	Iteration 52Q: 3 clusters Score -5189666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -5189666.000000 Penalty: 12414.689453
	Iteration 53Q: 3 clusters Score -5189666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -5189666.500000 Penalty: 12414.689453
	Iteration 54Q: 3 clusters Score -5189666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -5189671.000000 Penalty: 12414.689453
	Iteration 55Q: 3 clusters Score -5189671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -5189673.500000 Penalty: 12414.689453
	Iteration 56Q: 3 clusters Score -5189674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -5189675.500000 Penalty: 12414.689453
	Iteration 57Q: 3 clusters Score -5189676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -5189670.500000 Penalty: 12414.689453
	Iteration 58Q: 3 clusters Score -5189670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -5189674.500000 Penalty: 12414.689453
	Iteration 59Q: 3 clusters Score -5189674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -5189674.000000 Penalty: 12414.689453
	Iteration 60F: 3 clusters Score -5189674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Entering Unmasked Estep 
Score: -7820870.000000 Penalty: 6455.319336
	Iteration 0F: 2 clusters Score -7820870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -7793064.500000 Penalty: 12910.638672
	Iteration 0F: 3 clusters Score -7793064 nChanged 16255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -7801754.000000 Penalty: 12910.638672
	Iteration 1F: 3 clusters Score -7801754 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -7802766.500000 Penalty: 12910.638672
	Iteration 2F: 3 clusters Score -7802766 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -7803515.500000 Penalty: 12910.638672
	Iteration 3F: 3 clusters Score -7803516 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -7804157.500000 Penalty: 12910.638672
	Iteration 4Q: 3 clusters Score -7804158 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -7804858.000000 Penalty: 12910.638672
	Iteration 5Q: 3 clusters Score -7804858 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -7805650.500000 Penalty: 12910.638672
	Iteration 6Q: 3 clusters Score -7805650 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -7806593.500000 Penalty: 12910.638672
	Iteration 7Q: 3 clusters Score -7806594 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -7807763.000000 Penalty: 12910.638672
	Iteration 8Q: 3 clusters Score -7807763 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -7809139.000000 Penalty: 12910.638672
	Iteration 9F: 3 clusters Score -7809139 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -7810641.500000 Penalty: 12910.638672
	Iteration 10F: 3 clusters Score -7810642 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -7812014.000000 Penalty: 12910.638672
	Iteration 11Q: 3 clusters Score -7812014 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -7813025.500000 Penalty: 12910.638672
	Iteration 12Q: 3 clusters Score -7813026 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -7813794.500000 Penalty: 12910.638672
	Iteration 13Q: 3 clusters Score -7813794 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -7814350.500000 Penalty: 12910.638672
	Iteration 14Q: 3 clusters Score -7814350 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -7814728.500000 Penalty: 12910.638672
	Iteration 15Q: 3 clusters Score -7814728 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -7815025.000000 Penalty: 12910.638672
	Iteration 16Q: 3 clusters Score -7815025 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -7815218.000000 Penalty: 12910.638672
	Iteration 17Q: 3 clusters Score -7815218 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -7815369.000000 Penalty: 12910.638672
	Iteration 18Q: 3 clusters Score -7815369 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -7815452.000000 Penalty: 12910.638672
	Iteration 19Q: 3 clusters Score -7815452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -7815534.500000 Penalty: 12910.638672
	Iteration 20F: 3 clusters Score -7815534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -7815570.000000 Penalty: 12910.638672
	Iteration 21Q: 3 clusters Score -7815570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -7815613.000000 Penalty: 12910.638672
	Iteration 22Q: 3 clusters Score -7815613 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -7815666.000000 Penalty: 12910.638672
	Iteration 23Q: 3 clusters Score -7815666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -7815705.000000 Penalty: 12910.638672
	Iteration 24Q: 3 clusters Score -7815705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -7815736.000000 Penalty: 12910.638672
	Iteration 25Q: 3 clusters Score -7815736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -7815765.500000 Penalty: 12910.638672
	Iteration 26Q: 3 clusters Score -7815766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -7815794.000000 Penalty: 12910.638672
	Iteration 27Q: 3 clusters Score -7815794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -7815820.500000 Penalty: 12910.638672
	Iteration 28Q: 3 clusters Score -7815820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -7815844.000000 Penalty: 12910.638672
	Iteration 29Q: 3 clusters Score -7815844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -7815871.500000 Penalty: 12910.638672
	Iteration 30Q: 3 clusters Score -7815872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -7815885.500000 Penalty: 12910.638672
	Iteration 31Q: 3 clusters Score -7815886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -7815897.500000 Penalty: 12910.638672
	Iteration 32Q: 3 clusters Score -7815898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -7815899.500000 Penalty: 12910.638672
	Iteration 33Q: 3 clusters Score -7815900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -7815904.500000 Penalty: 12910.638672
	Iteration 34Q: 3 clusters Score -7815904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -7815900.000000 Penalty: 12910.638672
	Iteration 35Q: 3 clusters Score -7815900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -7815896.000000 Penalty: 12910.638672
	Iteration 36Q: 3 clusters Score -7815896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -7815902.000000 Penalty: 12910.638672
	Iteration 37Q: 3 clusters Score -7815902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -7815911.500000 Penalty: 12910.638672
	Iteration 38Q: 3 clusters Score -7815912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -7815926.500000 Penalty: 12910.638672
	Iteration 39Q: 3 clusters Score -7815926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -7815923.500000 Penalty: 12910.638672
	Iteration 40F: 3 clusters Score -7815924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -7815931.500000 Penalty: 12910.638672
	Iteration 41Q: 3 clusters Score -7815932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -7815929.500000 Penalty: 12910.638672
	Iteration 42Q: 3 clusters Score -7815930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -7815939.000000 Penalty: 12910.638672
	Iteration 43Q: 3 clusters Score -7815939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -7815929.500000 Penalty: 12910.638672
	Iteration 44Q: 3 clusters Score -7815930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -7815926.000000 Penalty: 12910.638672
	Iteration 45Q: 3 clusters Score -7815926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -7815928.500000 Penalty: 12910.638672
	Iteration 46Q: 3 clusters Score -7815928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -7815930.000000 Penalty: 12910.638672
	Iteration 47Q: 3 clusters Score -7815930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -7815929.000000 Penalty: 12910.638672
	Iteration 48Q: 3 clusters Score -7815929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -7815928.000000 Penalty: 12910.638672
	Iteration 49Q: 3 clusters Score -7815928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -7815928.500000 Penalty: 12910.638672
	Iteration 50Q: 3 clusters Score -7815928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -7815924.000000 Penalty: 12910.638672
	Iteration 51Q: 3 clusters Score -7815924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -7815924.000000 Penalty: 12910.638672
	Iteration 52F: 3 clusters Score -7815924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -111393.234375 Penalty: 3890.985352
	Iteration 0F: 2 clusters Score -111393.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -107880.695312 Penalty: 7781.970703
	Iteration 0F: 3 clusters Score -107880.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -108063.890625 Penalty: 7781.970703
	Iteration 1F: 3 clusters Score -108063.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -108133.000000 Penalty: 7781.970703
	Iteration 2Q: 3 clusters Score -108133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -108172.312500 Penalty: 7781.970703
	Iteration 3Q: 3 clusters Score -108172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -108184.789062 Penalty: 7781.970703
	Iteration 4Q: 3 clusters Score -108184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -108187.539062 Penalty: 7781.970703
	Iteration 5Q: 3 clusters Score -108187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -108187.539062 Penalty: 7781.970703
	Iteration 6F: 3 clusters Score -108187.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -81819.296875 Penalty: 3763.313721
	Iteration 0F: 2 clusters Score -81819.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -78508.148438 Penalty: 7526.627441
	Iteration 0F: 3 clusters Score -78508.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -78700.093750 Penalty: 7526.627441
	Iteration 1F: 3 clusters Score -78700.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -78761.929688 Penalty: 7526.627441
	Iteration 2Q: 3 clusters Score -78761.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -78791.125000 Penalty: 7526.627441
	Iteration 3Q: 3 clusters Score -78791.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -78801.054688 Penalty: 7526.627441
	Iteration 4Q: 3 clusters Score -78801.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78822.859375 Penalty: 7526.627441
	Iteration 5Q: 3 clusters Score -78822.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78835.992188 Penalty: 7526.627441
	Iteration 6Q: 3 clusters Score -78835.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -78848.453125 Penalty: 7526.627441
	Iteration 7Q: 3 clusters Score -78848.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -78852.046875 Penalty: 7526.627441
	Iteration 8Q: 3 clusters Score -78852.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78860.085938 Penalty: 7526.627441
	Iteration 9Q: 3 clusters Score -78860.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -78870.000000 Penalty: 7526.627441
	Iteration 10Q: 3 clusters Score -78870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78876.023438 Penalty: 7526.627441
	Iteration 11Q: 3 clusters Score -78876.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78876.023438 Penalty: 7526.627441
	Iteration 12F: 3 clusters Score -78876.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -1375391.625000 Penalty: 5413.168945
	Iteration 0F: 2 clusters Score -1375392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1367101.875000 Penalty: 10826.337891
	Iteration 0F: 3 clusters Score -1367102 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1368585.500000 Penalty: 10826.337891
	Iteration 1F: 3 clusters Score -1368586 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1368928.625000 Penalty: 10826.337891
	Iteration 2F: 3 clusters Score -1368929 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1369133.750000 Penalty: 10826.337891
	Iteration 3Q: 3 clusters Score -1369134 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1369280.625000 Penalty: 10826.337891
	Iteration 4Q: 3 clusters Score -1369281 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1369392.500000 Penalty: 10826.337891
	Iteration 5Q: 3 clusters Score -1369392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1369476.375000 Penalty: 10826.337891
	Iteration 6Q: 3 clusters Score -1369476 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1369539.125000 Penalty: 10826.337891
	Iteration 7Q: 3 clusters Score -1369539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1369568.875000 Penalty: 10826.337891
	Iteration 8Q: 3 clusters Score -1369569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1369608.375000 Penalty: 10826.337891
	Iteration 9Q: 3 clusters Score -1369608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1369635.125000 Penalty: 10826.337891
	Iteration 10Q: 3 clusters Score -1369635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1369658.375000 Penalty: 10826.337891
	Iteration 11Q: 3 clusters Score -1369658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1369675.125000 Penalty: 10826.337891
	Iteration 12Q: 3 clusters Score -1369675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1369691.500000 Penalty: 10826.337891
	Iteration 13Q: 3 clusters Score -1369692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1369700.750000 Penalty: 10826.337891
	Iteration 14Q: 3 clusters Score -1369701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1369715.750000 Penalty: 10826.337891
	Iteration 15Q: 3 clusters Score -1369716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1369720.750000 Penalty: 10826.337891
	Iteration 16Q: 3 clusters Score -1369721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1369733.000000 Penalty: 10826.337891
	Iteration 17Q: 3 clusters Score -1369733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1369748.625000 Penalty: 10826.337891
	Iteration 18Q: 3 clusters Score -1369749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1369759.625000 Penalty: 10826.337891
	Iteration 19Q: 3 clusters Score -1369760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1369773.750000 Penalty: 10826.337891
	Iteration 20F: 3 clusters Score -1369774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1369783.000000 Penalty: 10826.337891
	Iteration 21Q: 3 clusters Score -1369783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1369798.875000 Penalty: 10826.337891
	Iteration 22Q: 3 clusters Score -1369799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1369813.500000 Penalty: 10826.337891
	Iteration 23Q: 3 clusters Score -1369814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1369828.125000 Penalty: 10826.337891
	Iteration 24Q: 3 clusters Score -1369828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1369847.250000 Penalty: 10826.337891
	Iteration 25Q: 3 clusters Score -1369847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1369869.500000 Penalty: 10826.337891
	Iteration 26Q: 3 clusters Score -1369870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1369893.625000 Penalty: 10826.337891
	Iteration 27Q: 3 clusters Score -1369894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1369916.375000 Penalty: 10826.337891
	Iteration 28Q: 3 clusters Score -1369916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1369921.375000 Penalty: 10826.337891
	Iteration 29Q: 3 clusters Score -1369921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1369933.500000 Penalty: 10826.337891
	Iteration 30Q: 3 clusters Score -1369934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1369946.500000 Penalty: 10826.337891
	Iteration 31Q: 3 clusters Score -1369946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1369958.250000 Penalty: 10826.337891
	Iteration 32Q: 3 clusters Score -1369958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1369969.875000 Penalty: 10826.337891
	Iteration 33Q: 3 clusters Score -1369970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1369991.125000 Penalty: 10826.337891
	Iteration 34Q: 3 clusters Score -1369991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1370005.375000 Penalty: 10826.337891
	Iteration 35Q: 3 clusters Score -1370005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1370022.375000 Penalty: 10826.337891
	Iteration 36Q: 3 clusters Score -1370022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1370032.875000 Penalty: 10826.337891
	Iteration 37Q: 3 clusters Score -1370033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1370041.500000 Penalty: 10826.337891
	Iteration 38Q: 3 clusters Score -1370042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1370058.375000 Penalty: 10826.337891
	Iteration 39Q: 3 clusters Score -1370058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1370069.375000 Penalty: 10826.337891
	Iteration 40F: 3 clusters Score -1370069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1370089.375000 Penalty: 10826.337891
	Iteration 41Q: 3 clusters Score -1370089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1370109.375000 Penalty: 10826.337891
	Iteration 42Q: 3 clusters Score -1370109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1370124.625000 Penalty: 10826.337891
	Iteration 43Q: 3 clusters Score -1370125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1370138.875000 Penalty: 10826.337891
	Iteration 44Q: 3 clusters Score -1370139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1370147.375000 Penalty: 10826.337891
	Iteration 45Q: 3 clusters Score -1370147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1370155.000000 Penalty: 10826.337891
	Iteration 46Q: 3 clusters Score -1370155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1370165.875000 Penalty: 10826.337891
	Iteration 47Q: 3 clusters Score -1370166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1370176.500000 Penalty: 10826.337891
	Iteration 48Q: 3 clusters Score -1370176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1370183.000000 Penalty: 10826.337891
	Iteration 49Q: 3 clusters Score -1370183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1370193.625000 Penalty: 10826.337891
	Iteration 50Q: 3 clusters Score -1370194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1370206.375000 Penalty: 10826.337891
	Iteration 51Q: 3 clusters Score -1370206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1370213.500000 Penalty: 10826.337891
	Iteration 52Q: 3 clusters Score -1370214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1370215.625000 Penalty: 10826.337891
	Iteration 53Q: 3 clusters Score -1370216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1370218.625000 Penalty: 10826.337891
	Iteration 54Q: 3 clusters Score -1370219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1370219.875000 Penalty: 10826.337891
	Iteration 55Q: 3 clusters Score -1370220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1370220.625000 Penalty: 10826.337891
	Iteration 56Q: 3 clusters Score -1370221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1370223.125000 Penalty: 10826.337891
	Iteration 57Q: 3 clusters Score -1370223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1370222.500000 Penalty: 10826.337891
	Iteration 58Q: 3 clusters Score -1370222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1370221.125000 Penalty: 10826.337891
	Iteration 59Q: 3 clusters Score -1370221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1370221.125000 Penalty: 10826.337891
	Iteration 60F: 3 clusters Score -1370221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -167377.062500 Penalty: 4197.645508
	Iteration 0F: 2 clusters Score -167377.1 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 467 members 
Entering Unmasked Estep 
Score: -163353.062500 Penalty: 8395.291016
	Iteration 0F: 3 clusters Score -163353.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -164027.000000 Penalty: 8395.291016
	Iteration 1F: 3 clusters Score -164027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -165323.734375 Penalty: 8395.291016
	Iteration 2F: 3 clusters Score -165323.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -165881.281250 Penalty: 8395.291016
	Iteration 3F: 3 clusters Score -165881.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -166149.625000 Penalty: 8395.291016
	Iteration 4F: 3 clusters Score -166149.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -166356.015625 Penalty: 8395.291016
	Iteration 5Q: 3 clusters Score -166356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -166538.171875 Penalty: 8395.291016
	Iteration 6Q: 3 clusters Score -166538.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -166633.562500 Penalty: 8395.291016
	Iteration 7Q: 3 clusters Score -166633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -166668.406250 Penalty: 8395.291016
	Iteration 8Q: 3 clusters Score -166668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -166693.968750 Penalty: 8395.291016
	Iteration 9Q: 3 clusters Score -166694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -166698.000000 Penalty: 8395.291016
	Iteration 10Q: 3 clusters Score -166698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -166706.265625 Penalty: 8395.291016
	Iteration 11Q: 3 clusters Score -166706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -166717.968750 Penalty: 8395.291016
	Iteration 12Q: 3 clusters Score -166718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -166790.593750 Penalty: 8395.291016
	Iteration 13Q: 3 clusters Score -166790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -166931.140625 Penalty: 8395.291016
	Iteration 14Q: 3 clusters Score -166931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -167021.406250 Penalty: 8395.291016
	Iteration 15Q: 3 clusters Score -167021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -167031.296875 Penalty: 8395.291016
	Iteration 16Q: 3 clusters Score -167031.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -167031.296875 Penalty: 8395.291016
	Iteration 17F: 3 clusters Score -167031.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Entering Unmasked Estep 
Score: -2622229.750000 Penalty: 5800.238281
	Iteration 0F: 2 clusters Score -2622230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2610225.750000 Penalty: 11600.476562
	Iteration 0F: 3 clusters Score -2610226 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2613343.000000 Penalty: 11600.476562
	Iteration 1F: 3 clusters Score -2613343 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2614347.750000 Penalty: 11600.476562
	Iteration 2F: 3 clusters Score -2614348 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2615132.000000 Penalty: 11600.476562
	Iteration 3F: 3 clusters Score -2615132 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2615808.000000 Penalty: 11600.476562
	Iteration 4F: 3 clusters Score -2615808 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2616348.250000 Penalty: 11600.476562
	Iteration 5F: 3 clusters Score -2616348 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2616828.000000 Penalty: 11600.476562
	Iteration 6Q: 3 clusters Score -2616828 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2617246.500000 Penalty: 11600.476562
	Iteration 7Q: 3 clusters Score -2617246 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2617579.000000 Penalty: 11600.476562
	Iteration 8Q: 3 clusters Score -2617579 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2617885.500000 Penalty: 11600.476562
	Iteration 9Q: 3 clusters Score -2617886 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2618137.500000 Penalty: 11600.476562
	Iteration 10Q: 3 clusters Score -2618138 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2618338.500000 Penalty: 11600.476562
	Iteration 11Q: 3 clusters Score -2618338 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2618494.000000 Penalty: 11600.476562
	Iteration 12Q: 3 clusters Score -2618494 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2618589.500000 Penalty: 11600.476562
	Iteration 13Q: 3 clusters Score -2618590 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2618654.500000 Penalty: 11600.476562
	Iteration 14Q: 3 clusters Score -2618654 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2618716.500000 Penalty: 11600.476562
	Iteration 15Q: 3 clusters Score -2618716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2618774.750000 Penalty: 11600.476562
	Iteration 16Q: 3 clusters Score -2618775 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2618830.000000 Penalty: 11600.476562
	Iteration 17Q: 3 clusters Score -2618830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2618865.250000 Penalty: 11600.476562
	Iteration 18Q: 3 clusters Score -2618865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2618901.750000 Penalty: 11600.476562
	Iteration 19Q: 3 clusters Score -2618902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2618923.000000 Penalty: 11600.476562
	Iteration 20F: 3 clusters Score -2618923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2618931.750000 Penalty: 11600.476562
	Iteration 21Q: 3 clusters Score -2618932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2618949.500000 Penalty: 11600.476562
	Iteration 22Q: 3 clusters Score -2618950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2618963.250000 Penalty: 11600.476562
	Iteration 23Q: 3 clusters Score -2618963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2618972.000000 Penalty: 11600.476562
	Iteration 24Q: 3 clusters Score -2618972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2618986.000000 Penalty: 11600.476562
	Iteration 25Q: 3 clusters Score -2618986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2618989.000000 Penalty: 11600.476562
	Iteration 26Q: 3 clusters Score -2618989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2619005.750000 Penalty: 11600.476562
	Iteration 27Q: 3 clusters Score -2619006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2619009.500000 Penalty: 11600.476562
	Iteration 28Q: 3 clusters Score -2619010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2619014.250000 Penalty: 11600.476562
	Iteration 29Q: 3 clusters Score -2619014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2619013.750000 Penalty: 11600.476562
	Iteration 30Q: 3 clusters Score -2619014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2619019.500000 Penalty: 11600.476562
	Iteration 31Q: 3 clusters Score -2619020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2619026.000000 Penalty: 11600.476562
	Iteration 32Q: 3 clusters Score -2619026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2619032.000000 Penalty: 11600.476562
	Iteration 33Q: 3 clusters Score -2619032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2619035.750000 Penalty: 11600.476562
	Iteration 34Q: 3 clusters Score -2619036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2619039.750000 Penalty: 11600.476562
	Iteration 35Q: 3 clusters Score -2619040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2619049.750000 Penalty: 11600.476562
	Iteration 36Q: 3 clusters Score -2619050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2619049.000000 Penalty: 11600.476562
	Iteration 37Q: 3 clusters Score -2619049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2619048.250000 Penalty: 11600.476562
	Iteration 38Q: 3 clusters Score -2619048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2619056.250000 Penalty: 11600.476562
	Iteration 39Q: 3 clusters Score -2619056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2619057.500000 Penalty: 11600.476562
	Iteration 40F: 3 clusters Score -2619058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2619059.250000 Penalty: 11600.476562
	Iteration 41Q: 3 clusters Score -2619059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2619062.250000 Penalty: 11600.476562
	Iteration 42Q: 3 clusters Score -2619062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2619062.250000 Penalty: 11600.476562
	Iteration 43F: 3 clusters Score -2619062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Entering Unmasked Estep 
Score: -12595616.000000 Penalty: 6748.116699
	Iteration 0F: 2 clusters Score -1.259562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -12552721.000000 Penalty: 13496.233398
	Iteration 0F: 3 clusters Score -1.255272e+07 nChanged 27269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -12567494.000000 Penalty: 13496.233398
	Iteration 1F: 3 clusters Score -1.256749e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -12568451.000000 Penalty: 13496.233398
	Iteration 2F: 3 clusters Score -1.256845e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -12569437.000000 Penalty: 13496.233398
	Iteration 3Q: 3 clusters Score -1.256944e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -12570522.000000 Penalty: 13496.233398
	Iteration 4Q: 3 clusters Score -1.257052e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -12571898.000000 Penalty: 13496.233398
	Iteration 5Q: 3 clusters Score -1.25719e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -12574072.000000 Penalty: 13496.233398
	Iteration 6F: 3 clusters Score -1.257407e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -12576677.000000 Penalty: 13496.233398
	Iteration 7F: 3 clusters Score -1.257668e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -12579575.000000 Penalty: 13496.233398
	Iteration 8F: 3 clusters Score -1.257958e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -12582321.000000 Penalty: 13496.233398
	Iteration 9F: 3 clusters Score -1.258232e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -12584581.000000 Penalty: 13496.233398
	Iteration 10Q: 3 clusters Score -1.258458e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -12586306.000000 Penalty: 13496.233398
	Iteration 11Q: 3 clusters Score -1.258631e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -12587540.000000 Penalty: 13496.233398
	Iteration 12Q: 3 clusters Score -1.258754e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -12588515.000000 Penalty: 13496.233398
	Iteration 13Q: 3 clusters Score -1.258852e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -12589144.000000 Penalty: 13496.233398
	Iteration 14Q: 3 clusters Score -1.258914e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -12589557.000000 Penalty: 13496.233398
	Iteration 15Q: 3 clusters Score -1.258956e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -12589943.000000 Penalty: 13496.233398
	Iteration 16Q: 3 clusters Score -1.258994e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -12590175.000000 Penalty: 13496.233398
	Iteration 17Q: 3 clusters Score -1.259018e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -12590339.000000 Penalty: 13496.233398
	Iteration 18Q: 3 clusters Score -1.259034e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -12590511.000000 Penalty: 13496.233398
	Iteration 19Q: 3 clusters Score -1.259051e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -12590603.000000 Penalty: 13496.233398
	Iteration 20F: 3 clusters Score -1.25906e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -12590698.000000 Penalty: 13496.233398
	Iteration 21Q: 3 clusters Score -1.25907e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -12590743.000000 Penalty: 13496.233398
	Iteration 22Q: 3 clusters Score -1.259074e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -12590770.000000 Penalty: 13496.233398
	Iteration 23Q: 3 clusters Score -1.259077e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -12590794.000000 Penalty: 13496.233398
	Iteration 24Q: 3 clusters Score -1.259079e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -12590822.000000 Penalty: 13496.233398
	Iteration 25Q: 3 clusters Score -1.259082e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -12590798.000000 Penalty: 13496.233398
	Iteration 26Q: 3 clusters Score -1.25908e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -12590840.000000 Penalty: 13496.233398
	Iteration 27Q: 3 clusters Score -1.259084e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -12590868.000000 Penalty: 13496.233398
	Iteration 28Q: 3 clusters Score -1.259087e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -12590907.000000 Penalty: 13496.233398
	Iteration 29Q: 3 clusters Score -1.259091e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -12590954.000000 Penalty: 13496.233398
	Iteration 30Q: 3 clusters Score -1.259095e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -12590983.000000 Penalty: 13496.233398
	Iteration 31Q: 3 clusters Score -1.259098e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -12590966.000000 Penalty: 13496.233398
	Iteration 32Q: 3 clusters Score -1.259097e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -12590998.000000 Penalty: 13496.233398
	Iteration 33Q: 3 clusters Score -1.2591e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -12591047.000000 Penalty: 13496.233398
	Iteration 34Q: 3 clusters Score -1.259105e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -12591065.000000 Penalty: 13496.233398
	Iteration 35Q: 3 clusters Score -1.259106e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -12591068.000000 Penalty: 13496.233398
	Iteration 36Q: 3 clusters Score -1.259107e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -12591102.000000 Penalty: 13496.233398
	Iteration 37Q: 3 clusters Score -1.25911e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -12591081.000000 Penalty: 13496.233398
	Iteration 38Q: 3 clusters Score -1.259108e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -12591124.000000 Penalty: 13496.233398
	Iteration 39Q: 3 clusters Score -1.259112e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -12591138.000000 Penalty: 13496.233398
	Iteration 40F: 3 clusters Score -1.259114e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -12591144.000000 Penalty: 13496.233398
	Iteration 41Q: 3 clusters Score -1.259114e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -12591183.000000 Penalty: 13496.233398
	Iteration 42Q: 3 clusters Score -1.259118e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -12591202.000000 Penalty: 13496.233398
	Iteration 43Q: 3 clusters Score -1.25912e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -12591227.000000 Penalty: 13496.233398
	Iteration 44Q: 3 clusters Score -1.259123e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -12591257.000000 Penalty: 13496.233398
	Iteration 45Q: 3 clusters Score -1.259126e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -12591259.000000 Penalty: 13496.233398
	Iteration 46Q: 3 clusters Score -1.259126e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -12591309.000000 Penalty: 13496.233398
	Iteration 47Q: 3 clusters Score -1.259131e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -12591318.000000 Penalty: 13496.233398
	Iteration 48Q: 3 clusters Score -1.259132e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -12591334.000000 Penalty: 13496.233398
	Iteration 49Q: 3 clusters Score -1.259133e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -12591378.000000 Penalty: 13496.233398
	Iteration 50Q: 3 clusters Score -1.259138e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -12591423.000000 Penalty: 13496.233398
	Iteration 51Q: 3 clusters Score -1.259142e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -12591463.000000 Penalty: 13496.233398
	Iteration 52Q: 3 clusters Score -1.259146e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -12591511.000000 Penalty: 13496.233398
	Iteration 53Q: 3 clusters Score -1.259151e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -12591522.000000 Penalty: 13496.233398
	Iteration 54Q: 3 clusters Score -1.259152e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -12591560.000000 Penalty: 13496.233398
	Iteration 55Q: 3 clusters Score -1.259156e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -12591586.000000 Penalty: 13496.233398
	Iteration 56Q: 3 clusters Score -1.259159e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -12591659.000000 Penalty: 13496.233398
	Iteration 57Q: 3 clusters Score -1.259166e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -12591695.000000 Penalty: 13496.233398
	Iteration 58Q: 3 clusters Score -1.25917e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -12591737.000000 Penalty: 13496.233398
	Iteration 59Q: 3 clusters Score -1.259174e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -12591769.000000 Penalty: 13496.233398
	Iteration 60F: 3 clusters Score -1.259177e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -12591853.000000 Penalty: 13496.233398
	Iteration 61Q: 3 clusters Score -1.259185e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -12591932.000000 Penalty: 13496.233398
	Iteration 62Q: 3 clusters Score -1.259193e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -12592031.000000 Penalty: 13496.233398
	Iteration 63Q: 3 clusters Score -1.259203e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -12592112.000000 Penalty: 13496.233398
	Iteration 64Q: 3 clusters Score -1.259211e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -12592182.000000 Penalty: 13496.233398
	Iteration 65Q: 3 clusters Score -1.259218e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -12592307.000000 Penalty: 13496.233398
	Iteration 66Q: 3 clusters Score -1.259231e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -12592445.000000 Penalty: 13496.233398
	Iteration 67Q: 3 clusters Score -1.259244e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -12592583.000000 Penalty: 13496.233398
	Iteration 68Q: 3 clusters Score -1.259258e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -12592713.000000 Penalty: 13496.233398
	Iteration 69Q: 3 clusters Score -1.259271e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -12592876.000000 Penalty: 13496.233398
	Iteration 70Q: 3 clusters Score -1.259288e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -12593063.000000 Penalty: 13496.233398
	Iteration 71Q: 3 clusters Score -1.259306e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -12593243.000000 Penalty: 13496.233398
	Iteration 72Q: 3 clusters Score -1.259324e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -12593366.000000 Penalty: 13496.233398
	Iteration 73Q: 3 clusters Score -1.259337e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -12593619.000000 Penalty: 13496.233398
	Iteration 74Q: 3 clusters Score -1.259362e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -12593782.000000 Penalty: 13496.233398
	Iteration 75Q: 3 clusters Score -1.259378e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -12593968.000000 Penalty: 13496.233398
	Iteration 76Q: 3 clusters Score -1.259397e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -12594237.000000 Penalty: 13496.233398
	Iteration 77Q: 3 clusters Score -1.259424e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -12594402.000000 Penalty: 13496.233398
	Iteration 78Q: 3 clusters Score -1.25944e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -12594611.000000 Penalty: 13496.233398
	Iteration 79Q: 3 clusters Score -1.259461e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -12594848.000000 Penalty: 13496.233398
	Iteration 80F: 3 clusters Score -1.259485e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -12595033.000000 Penalty: 13496.233398
	Iteration 81Q: 3 clusters Score -1.259503e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -12595209.000000 Penalty: 13496.233398
	Iteration 82Q: 3 clusters Score -1.259521e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -12595395.000000 Penalty: 13496.233398
	Iteration 83Q: 3 clusters Score -1.25954e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -12595547.000000 Penalty: 13496.233398
	Iteration 84Q: 3 clusters Score -1.259555e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -12595647.000000 Penalty: 13496.233398
	Iteration 85Q: 3 clusters Score -1.259565e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -12595758.000000 Penalty: 13496.233398
	Iteration 86Q: 3 clusters Score -1.259576e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -12595757.000000 Penalty: 13496.233398
	Iteration 87Q: 3 clusters Score -1.259576e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -12595823.000000 Penalty: 13496.233398
	Iteration 88Q: 3 clusters Score -1.259582e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -12595847.000000 Penalty: 13496.233398
	Iteration 89Q: 3 clusters Score -1.259585e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -12595896.000000 Penalty: 13496.233398
	Iteration 90Q: 3 clusters Score -1.25959e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -12595922.000000 Penalty: 13496.233398
	Iteration 91Q: 3 clusters Score -1.259592e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -12595949.000000 Penalty: 13496.233398
	Iteration 92Q: 3 clusters Score -1.259595e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -12595953.000000 Penalty: 13496.233398
	Iteration 93Q: 3 clusters Score -1.259595e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -12595974.000000 Penalty: 13496.233398
	Iteration 94Q: 3 clusters Score -1.259597e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -12595962.000000 Penalty: 13496.233398
	Iteration 95Q: 3 clusters Score -1.259596e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -12595961.000000 Penalty: 13496.233398
	Iteration 96Q: 3 clusters Score -1.259596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -12595948.000000 Penalty: 13496.233398
	Iteration 97Q: 3 clusters Score -1.259595e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -12595978.000000 Penalty: 13496.233398
	Iteration 98Q: 3 clusters Score -1.259598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -12595979.000000 Penalty: 13496.233398
	Iteration 99Q: 3 clusters Score -1.259598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -12595988.000000 Penalty: 13496.233398
	Iteration 100F: 3 clusters Score -1.259599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -12595992.000000 Penalty: 13496.233398
	Iteration 101Q: 3 clusters Score -1.259599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -12596011.000000 Penalty: 13496.233398
	Iteration 102Q: 3 clusters Score -1.259601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -12596024.000000 Penalty: 13496.233398
	Iteration 103Q: 3 clusters Score -1.259602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -12596013.000000 Penalty: 13496.233398
	Iteration 104Q: 3 clusters Score -1.259601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -12595987.000000 Penalty: 13496.233398
	Iteration 105Q: 3 clusters Score -1.259599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -12595987.000000 Penalty: 13496.233398
	Iteration 106Q: 3 clusters Score -1.259599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -12595998.000000 Penalty: 13496.233398
	Iteration 107Q: 3 clusters Score -1.2596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -12596007.000000 Penalty: 13496.233398
	Iteration 108Q: 3 clusters Score -1.259601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -12596015.000000 Penalty: 13496.233398
	Iteration 109Q: 3 clusters Score -1.259602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -12596024.000000 Penalty: 13496.233398
	Iteration 110Q: 3 clusters Score -1.259602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -12596040.000000 Penalty: 13496.233398
	Iteration 111Q: 3 clusters Score -1.259604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -12596036.000000 Penalty: 13496.233398
	Iteration 112Q: 3 clusters Score -1.259604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -12596025.000000 Penalty: 13496.233398
	Iteration 113Q: 3 clusters Score -1.259602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -12596010.000000 Penalty: 13496.233398
	Iteration 114Q: 3 clusters Score -1.259601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -12596027.000000 Penalty: 13496.233398
	Iteration 115Q: 3 clusters Score -1.259603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -12596030.000000 Penalty: 13496.233398
	Iteration 116Q: 3 clusters Score -1.259603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -12596022.000000 Penalty: 13496.233398
	Iteration 117Q: 3 clusters Score -1.259602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -12596032.000000 Penalty: 13496.233398
	Iteration 118Q: 3 clusters Score -1.259603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -12596032.000000 Penalty: 13496.233398
	Iteration 119F: 3 clusters Score -1.259603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 7513 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 20383 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 25196 members 
Mstep: Class 8 contains 37771 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 12962 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 23679 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 21241 members 
Mstep: Class 24 contains 43000 members 
Entering Unmasked Estep 
Score: -89415072.000000 Penalty: 191086.562500
Splitting cluster 14 changes total score from -89415512.000000 to -89415072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -166758.312500 Penalty: 4200.227051
	Iteration 0F: 2 clusters Score -166758.3 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 470 members 
Entering Unmasked Estep 
Score: -162954.593750 Penalty: 8400.454102
	Iteration 0F: 3 clusters Score -162954.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -163523.078125 Penalty: 8400.454102
	Iteration 1F: 3 clusters Score -163523.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -163742.250000 Penalty: 8400.454102
	Iteration 2F: 3 clusters Score -163742.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -163921.265625 Penalty: 8400.454102
	Iteration 3Q: 3 clusters Score -163921.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -164092.625000 Penalty: 8400.454102
	Iteration 4Q: 3 clusters Score -164092.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -164268.125000 Penalty: 8400.454102
	Iteration 5Q: 3 clusters Score -164268.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -164591.968750 Penalty: 8400.454102
	Iteration 6Q: 3 clusters Score -164592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -165039.484375 Penalty: 8400.454102
	Iteration 7Q: 3 clusters Score -165039.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -165199.640625 Penalty: 8400.454102
	Iteration 8Q: 3 clusters Score -165199.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -165301.828125 Penalty: 8400.454102
	Iteration 9Q: 3 clusters Score -165301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -165346.484375 Penalty: 8400.454102
	Iteration 10Q: 3 clusters Score -165346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -165375.140625 Penalty: 8400.454102
	Iteration 11Q: 3 clusters Score -165375.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -165412.546875 Penalty: 8400.454102
	Iteration 12Q: 3 clusters Score -165412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -165483.937500 Penalty: 8400.454102
	Iteration 13Q: 3 clusters Score -165483.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -165610.640625 Penalty: 8400.454102
	Iteration 14Q: 3 clusters Score -165610.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -165726.906250 Penalty: 8400.454102
	Iteration 15Q: 3 clusters Score -165726.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -165789.031250 Penalty: 8400.454102
	Iteration 16Q: 3 clusters Score -165789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -165799.734375 Penalty: 8400.454102
	Iteration 17Q: 3 clusters Score -165799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -165799.734375 Penalty: 8400.454102
	Iteration 18F: 3 clusters Score -165799.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Entering Unmasked Estep 
Score: -2572494.000000 Penalty: 5790.137695
	Iteration 0F: 2 clusters Score -2572494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2560503.000000 Penalty: 11580.275391
	Iteration 0F: 3 clusters Score -2560503 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2563332.000000 Penalty: 11580.275391
	Iteration 1F: 3 clusters Score -2563332 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2563912.750000 Penalty: 11580.275391
	Iteration 2F: 3 clusters Score -2563913 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2564283.750000 Penalty: 11580.275391
	Iteration 3F: 3 clusters Score -2564284 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2564592.500000 Penalty: 11580.275391
	Iteration 4Q: 3 clusters Score -2564592 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2564846.500000 Penalty: 11580.275391
	Iteration 5Q: 3 clusters Score -2564846 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2565126.250000 Penalty: 11580.275391
	Iteration 6Q: 3 clusters Score -2565126 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2565361.000000 Penalty: 11580.275391
	Iteration 7Q: 3 clusters Score -2565361 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2565557.750000 Penalty: 11580.275391
	Iteration 8Q: 3 clusters Score -2565558 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2565765.250000 Penalty: 11580.275391
	Iteration 9Q: 3 clusters Score -2565765 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2565963.750000 Penalty: 11580.275391
	Iteration 10Q: 3 clusters Score -2565964 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2566152.000000 Penalty: 11580.275391
	Iteration 11Q: 3 clusters Score -2566152 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2566340.750000 Penalty: 11580.275391
	Iteration 12Q: 3 clusters Score -2566341 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2566496.750000 Penalty: 11580.275391
	Iteration 13Q: 3 clusters Score -2566497 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2566649.750000 Penalty: 11580.275391
	Iteration 14Q: 3 clusters Score -2566650 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2566778.750000 Penalty: 11580.275391
	Iteration 15Q: 3 clusters Score -2566779 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2566908.000000 Penalty: 11580.275391
	Iteration 16Q: 3 clusters Score -2566908 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2567036.250000 Penalty: 11580.275391
	Iteration 17Q: 3 clusters Score -2567036 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2567138.000000 Penalty: 11580.275391
	Iteration 18Q: 3 clusters Score -2567138 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2567226.250000 Penalty: 11580.275391
	Iteration 19Q: 3 clusters Score -2567226 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2567320.000000 Penalty: 11580.275391
	Iteration 20F: 3 clusters Score -2567320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2567412.250000 Penalty: 11580.275391
	Iteration 21Q: 3 clusters Score -2567412 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2567483.000000 Penalty: 11580.275391
	Iteration 22Q: 3 clusters Score -2567483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2567541.250000 Penalty: 11580.275391
	Iteration 23Q: 3 clusters Score -2567541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2567603.000000 Penalty: 11580.275391
	Iteration 24Q: 3 clusters Score -2567603 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2567666.000000 Penalty: 11580.275391
	Iteration 25Q: 3 clusters Score -2567666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2567696.500000 Penalty: 11580.275391
	Iteration 26Q: 3 clusters Score -2567696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2567725.750000 Penalty: 11580.275391
	Iteration 27Q: 3 clusters Score -2567726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2567755.750000 Penalty: 11580.275391
	Iteration 28Q: 3 clusters Score -2567756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2567770.750000 Penalty: 11580.275391
	Iteration 29Q: 3 clusters Score -2567771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2567786.500000 Penalty: 11580.275391
	Iteration 30Q: 3 clusters Score -2567786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2567807.750000 Penalty: 11580.275391
	Iteration 31Q: 3 clusters Score -2567808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2567818.750000 Penalty: 11580.275391
	Iteration 32Q: 3 clusters Score -2567819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2567826.750000 Penalty: 11580.275391
	Iteration 33Q: 3 clusters Score -2567827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2567828.500000 Penalty: 11580.275391
	Iteration 34Q: 3 clusters Score -2567828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2567845.250000 Penalty: 11580.275391
	Iteration 35Q: 3 clusters Score -2567845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2567846.750000 Penalty: 11580.275391
	Iteration 36Q: 3 clusters Score -2567847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2567847.000000 Penalty: 11580.275391
	Iteration 37Q: 3 clusters Score -2567847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2567856.000000 Penalty: 11580.275391
	Iteration 38Q: 3 clusters Score -2567856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2567856.250000 Penalty: 11580.275391
	Iteration 39Q: 3 clusters Score -2567856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2567864.750000 Penalty: 11580.275391
	Iteration 40F: 3 clusters Score -2567865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2567863.500000 Penalty: 11580.275391
	Iteration 41Q: 3 clusters Score -2567864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2567868.500000 Penalty: 11580.275391
	Iteration 42Q: 3 clusters Score -2567868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2567866.750000 Penalty: 11580.275391
	Iteration 43Q: 3 clusters Score -2567867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2567865.500000 Penalty: 11580.275391
	Iteration 44Q: 3 clusters Score -2567866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2567866.000000 Penalty: 11580.275391
	Iteration 45Q: 3 clusters Score -2567866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2567871.750000 Penalty: 11580.275391
	Iteration 46Q: 3 clusters Score -2567872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2567873.750000 Penalty: 11580.275391
	Iteration 47Q: 3 clusters Score -2567874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2567875.500000 Penalty: 11580.275391
	Iteration 48Q: 3 clusters Score -2567876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2567874.750000 Penalty: 11580.275391
	Iteration 49Q: 3 clusters Score -2567875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2567874.750000 Penalty: 11580.275391
	Iteration 50F: 3 clusters Score -2567875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -268711.875000 Penalty: 4395.923828
	Iteration 0F: 2 clusters Score -268711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -264327.531250 Penalty: 8791.847656
	Iteration 0F: 3 clusters Score -264327.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -264713.906250 Penalty: 8791.847656
	Iteration 1F: 3 clusters Score -264713.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -264831.656250 Penalty: 8791.847656
	Iteration 2Q: 3 clusters Score -264831.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -264869.687500 Penalty: 8791.847656
	Iteration 3Q: 3 clusters Score -264869.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -264905.468750 Penalty: 8791.847656
	Iteration 4Q: 3 clusters Score -264905.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -264926.062500 Penalty: 8791.847656
	Iteration 5Q: 3 clusters Score -264926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -264941.718750 Penalty: 8791.847656
	Iteration 6Q: 3 clusters Score -264941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -264950.906250 Penalty: 8791.847656
	Iteration 7Q: 3 clusters Score -264950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -264950.906250 Penalty: 8791.847656
	Iteration 8F: 3 clusters Score -264950.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -1094715.375000 Penalty: 5262.329590
	Iteration 0F: 2 clusters Score -1094715 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 2680 members 
Entering Unmasked Estep 
Score: -1087388.125000 Penalty: 10524.659180
	Iteration 0F: 3 clusters Score -1087388 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1088660.625000 Penalty: 10524.659180
	Iteration 1F: 3 clusters Score -1088661 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1089007.875000 Penalty: 10524.659180
	Iteration 2F: 3 clusters Score -1089008 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1089209.375000 Penalty: 10524.659180
	Iteration 3Q: 3 clusters Score -1089209 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1089335.875000 Penalty: 10524.659180
	Iteration 4Q: 3 clusters Score -1089336 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1089433.875000 Penalty: 10524.659180
	Iteration 5Q: 3 clusters Score -1089434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1089513.125000 Penalty: 10524.659180
	Iteration 6Q: 3 clusters Score -1089513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1089557.250000 Penalty: 10524.659180
	Iteration 7Q: 3 clusters Score -1089557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1089586.625000 Penalty: 10524.659180
	Iteration 8Q: 3 clusters Score -1089587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1089609.875000 Penalty: 10524.659180
	Iteration 9Q: 3 clusters Score -1089610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1089630.875000 Penalty: 10524.659180
	Iteration 10Q: 3 clusters Score -1089631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1089657.750000 Penalty: 10524.659180
	Iteration 11Q: 3 clusters Score -1089658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1089676.625000 Penalty: 10524.659180
	Iteration 12Q: 3 clusters Score -1089677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1089711.750000 Penalty: 10524.659180
	Iteration 13Q: 3 clusters Score -1089712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1089739.625000 Penalty: 10524.659180
	Iteration 14Q: 3 clusters Score -1089740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1089765.375000 Penalty: 10524.659180
	Iteration 15Q: 3 clusters Score -1089765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1089793.375000 Penalty: 10524.659180
	Iteration 16Q: 3 clusters Score -1089793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1089813.250000 Penalty: 10524.659180
	Iteration 17Q: 3 clusters Score -1089813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1089827.625000 Penalty: 10524.659180
	Iteration 18Q: 3 clusters Score -1089828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1089844.250000 Penalty: 10524.659180
	Iteration 19Q: 3 clusters Score -1089844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1089863.000000 Penalty: 10524.659180
	Iteration 20F: 3 clusters Score -1089863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1089872.125000 Penalty: 10524.659180
	Iteration 21Q: 3 clusters Score -1089872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1089886.250000 Penalty: 10524.659180
	Iteration 22Q: 3 clusters Score -1089886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1089893.375000 Penalty: 10524.659180
	Iteration 23Q: 3 clusters Score -1089893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1089899.875000 Penalty: 10524.659180
	Iteration 24Q: 3 clusters Score -1089900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1089906.375000 Penalty: 10524.659180
	Iteration 25Q: 3 clusters Score -1089906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1089912.375000 Penalty: 10524.659180
	Iteration 26Q: 3 clusters Score -1089912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1089921.500000 Penalty: 10524.659180
	Iteration 27Q: 3 clusters Score -1089922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1089927.125000 Penalty: 10524.659180
	Iteration 28Q: 3 clusters Score -1089927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1089933.875000 Penalty: 10524.659180
	Iteration 29Q: 3 clusters Score -1089934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1089939.750000 Penalty: 10524.659180
	Iteration 30Q: 3 clusters Score -1089940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1089947.000000 Penalty: 10524.659180
	Iteration 31Q: 3 clusters Score -1089947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1089955.750000 Penalty: 10524.659180
	Iteration 32Q: 3 clusters Score -1089956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1089959.750000 Penalty: 10524.659180
	Iteration 33Q: 3 clusters Score -1089960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1089963.500000 Penalty: 10524.659180
	Iteration 34Q: 3 clusters Score -1089964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1089967.500000 Penalty: 10524.659180
	Iteration 35Q: 3 clusters Score -1089968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1089971.500000 Penalty: 10524.659180
	Iteration 36Q: 3 clusters Score -1089972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1089974.500000 Penalty: 10524.659180
	Iteration 37Q: 3 clusters Score -1089974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1089978.250000 Penalty: 10524.659180
	Iteration 38Q: 3 clusters Score -1089978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1089981.875000 Penalty: 10524.659180
	Iteration 39Q: 3 clusters Score -1089982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1089982.375000 Penalty: 10524.659180
	Iteration 40F: 3 clusters Score -1089982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1089985.125000 Penalty: 10524.659180
	Iteration 41Q: 3 clusters Score -1089985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1089988.375000 Penalty: 10524.659180
	Iteration 42Q: 3 clusters Score -1089988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1089991.250000 Penalty: 10524.659180
	Iteration 43Q: 3 clusters Score -1089991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1089991.125000 Penalty: 10524.659180
	Iteration 44Q: 3 clusters Score -1089991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1089992.250000 Penalty: 10524.659180
	Iteration 45Q: 3 clusters Score -1089992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1089993.875000 Penalty: 10524.659180
	Iteration 46Q: 3 clusters Score -1089994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1089997.125000 Penalty: 10524.659180
	Iteration 47Q: 3 clusters Score -1089997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1089996.500000 Penalty: 10524.659180
	Iteration 48Q: 3 clusters Score -1089996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1089996.000000 Penalty: 10524.659180
	Iteration 49Q: 3 clusters Score -1089996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1089997.125000 Penalty: 10524.659180
	Iteration 50Q: 3 clusters Score -1089997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1089998.625000 Penalty: 10524.659180
	Iteration 51Q: 3 clusters Score -1089999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1089999.625000 Penalty: 10524.659180
	Iteration 52Q: 3 clusters Score -1090000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1090001.125000 Penalty: 10524.659180
	Iteration 53Q: 3 clusters Score -1090001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1090001.625000 Penalty: 10524.659180
	Iteration 54Q: 3 clusters Score -1090002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1090004.375000 Penalty: 10524.659180
	Iteration 55Q: 3 clusters Score -1090004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1090005.250000 Penalty: 10524.659180
	Iteration 56Q: 3 clusters Score -1090005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1090007.875000 Penalty: 10524.659180
	Iteration 57Q: 3 clusters Score -1090008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1090010.875000 Penalty: 10524.659180
	Iteration 58Q: 3 clusters Score -1090011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1090014.750000 Penalty: 10524.659180
	Iteration 59Q: 3 clusters Score -1090015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1090014.000000 Penalty: 10524.659180
	Iteration 60F: 3 clusters Score -1090014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1090015.500000 Penalty: 10524.659180
	Iteration 61Q: 3 clusters Score -1090016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1090018.750000 Penalty: 10524.659180
	Iteration 62Q: 3 clusters Score -1090019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1090023.375000 Penalty: 10524.659180
	Iteration 63Q: 3 clusters Score -1090023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1090024.250000 Penalty: 10524.659180
	Iteration 64Q: 3 clusters Score -1090024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1090024.000000 Penalty: 10524.659180
	Iteration 65Q: 3 clusters Score -1090024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1090024.250000 Penalty: 10524.659180
	Iteration 66Q: 3 clusters Score -1090024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1090023.875000 Penalty: 10524.659180
	Iteration 67Q: 3 clusters Score -1090024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1090023.875000 Penalty: 10524.659180
	Iteration 68F: 3 clusters Score -1090024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Entering Unmasked Estep 
Score: -1208086.250000 Penalty: 5341.082031
	Iteration 0F: 2 clusters Score -1208086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1200278.125000 Penalty: 10682.164062
	Iteration 0F: 3 clusters Score -1200278 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1201764.500000 Penalty: 10682.164062
	Iteration 1F: 3 clusters Score -1201764 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1202249.000000 Penalty: 10682.164062
	Iteration 2F: 3 clusters Score -1202249 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1202573.375000 Penalty: 10682.164062
	Iteration 3F: 3 clusters Score -1202573 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1202831.875000 Penalty: 10682.164062
	Iteration 4Q: 3 clusters Score -1202832 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1203034.625000 Penalty: 10682.164062
	Iteration 5Q: 3 clusters Score -1203035 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1203224.500000 Penalty: 10682.164062
	Iteration 6Q: 3 clusters Score -1203224 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1203382.000000 Penalty: 10682.164062
	Iteration 7Q: 3 clusters Score -1203382 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1203530.625000 Penalty: 10682.164062
	Iteration 8Q: 3 clusters Score -1203531 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1203676.750000 Penalty: 10682.164062
	Iteration 9Q: 3 clusters Score -1203677 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1203805.125000 Penalty: 10682.164062
	Iteration 10Q: 3 clusters Score -1203805 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1203927.625000 Penalty: 10682.164062
	Iteration 11Q: 3 clusters Score -1203928 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1204035.250000 Penalty: 10682.164062
	Iteration 12Q: 3 clusters Score -1204035 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1204112.375000 Penalty: 10682.164062
	Iteration 13Q: 3 clusters Score -1204112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1204161.000000 Penalty: 10682.164062
	Iteration 14Q: 3 clusters Score -1204161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1204199.000000 Penalty: 10682.164062
	Iteration 15Q: 3 clusters Score -1204199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1204235.125000 Penalty: 10682.164062
	Iteration 16Q: 3 clusters Score -1204235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1204264.875000 Penalty: 10682.164062
	Iteration 17Q: 3 clusters Score -1204265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1204286.250000 Penalty: 10682.164062
	Iteration 18Q: 3 clusters Score -1204286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1204303.375000 Penalty: 10682.164062
	Iteration 19Q: 3 clusters Score -1204303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1204312.875000 Penalty: 10682.164062
	Iteration 20F: 3 clusters Score -1204313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1204323.500000 Penalty: 10682.164062
	Iteration 21Q: 3 clusters Score -1204324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1204328.000000 Penalty: 10682.164062
	Iteration 22Q: 3 clusters Score -1204328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1204337.375000 Penalty: 10682.164062
	Iteration 23Q: 3 clusters Score -1204337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1204347.500000 Penalty: 10682.164062
	Iteration 24Q: 3 clusters Score -1204348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1204368.500000 Penalty: 10682.164062
	Iteration 25Q: 3 clusters Score -1204368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1204378.750000 Penalty: 10682.164062
	Iteration 26Q: 3 clusters Score -1204379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1204401.125000 Penalty: 10682.164062
	Iteration 27Q: 3 clusters Score -1204401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1204419.000000 Penalty: 10682.164062
	Iteration 28Q: 3 clusters Score -1204419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1204439.250000 Penalty: 10682.164062
	Iteration 29Q: 3 clusters Score -1204439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1204456.125000 Penalty: 10682.164062
	Iteration 30Q: 3 clusters Score -1204456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1204465.250000 Penalty: 10682.164062
	Iteration 31Q: 3 clusters Score -1204465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1204482.000000 Penalty: 10682.164062
	Iteration 32Q: 3 clusters Score -1204482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1204495.750000 Penalty: 10682.164062
	Iteration 33Q: 3 clusters Score -1204496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1204509.250000 Penalty: 10682.164062
	Iteration 34Q: 3 clusters Score -1204509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1204518.000000 Penalty: 10682.164062
	Iteration 35Q: 3 clusters Score -1204518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1204529.000000 Penalty: 10682.164062
	Iteration 36Q: 3 clusters Score -1204529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1204544.875000 Penalty: 10682.164062
	Iteration 37Q: 3 clusters Score -1204545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1204560.750000 Penalty: 10682.164062
	Iteration 38Q: 3 clusters Score -1204561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1204566.750000 Penalty: 10682.164062
	Iteration 39Q: 3 clusters Score -1204567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1204573.375000 Penalty: 10682.164062
	Iteration 40F: 3 clusters Score -1204573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1204580.250000 Penalty: 10682.164062
	Iteration 41Q: 3 clusters Score -1204580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1204586.250000 Penalty: 10682.164062
	Iteration 42Q: 3 clusters Score -1204586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1204590.625000 Penalty: 10682.164062
	Iteration 43Q: 3 clusters Score -1204591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1204593.375000 Penalty: 10682.164062
	Iteration 44Q: 3 clusters Score -1204593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1204598.000000 Penalty: 10682.164062
	Iteration 45Q: 3 clusters Score -1204598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1204600.000000 Penalty: 10682.164062
	Iteration 46Q: 3 clusters Score -1204600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1204604.250000 Penalty: 10682.164062
	Iteration 47Q: 3 clusters Score -1204604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1204605.000000 Penalty: 10682.164062
	Iteration 48Q: 3 clusters Score -1204605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1204606.000000 Penalty: 10682.164062
	Iteration 49Q: 3 clusters Score -1204606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1204603.750000 Penalty: 10682.164062
	Iteration 50Q: 3 clusters Score -1204604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1204607.125000 Penalty: 10682.164062
	Iteration 51Q: 3 clusters Score -1204607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1204607.625000 Penalty: 10682.164062
	Iteration 52Q: 3 clusters Score -1204608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1204607.625000 Penalty: 10682.164062
	Iteration 53F: 3 clusters Score -1204608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Entering Unmasked Estep 
Score: -4569647.500000 Penalty: 6123.148926
	Iteration 0F: 2 clusters Score -4569648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4551863.000000 Penalty: 12246.297852
	Iteration 0F: 3 clusters Score -4551863 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4556696.500000 Penalty: 12246.297852
	Iteration 1F: 3 clusters Score -4556696 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -4557288.500000 Penalty: 12246.297852
	Iteration 2F: 3 clusters Score -4557288 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -4557658.000000 Penalty: 12246.297852
	Iteration 3Q: 3 clusters Score -4557658 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4557934.500000 Penalty: 12246.297852
	Iteration 4Q: 3 clusters Score -4557934 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -4558165.500000 Penalty: 12246.297852
	Iteration 5Q: 3 clusters Score -4558166 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4558306.500000 Penalty: 12246.297852
	Iteration 6Q: 3 clusters Score -4558306 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4558453.000000 Penalty: 12246.297852
	Iteration 7Q: 3 clusters Score -4558453 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4558610.500000 Penalty: 12246.297852
	Iteration 8Q: 3 clusters Score -4558610 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4558746.000000 Penalty: 12246.297852
	Iteration 9Q: 3 clusters Score -4558746 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -4558888.500000 Penalty: 12246.297852
	Iteration 10Q: 3 clusters Score -4558888 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -4559047.500000 Penalty: 12246.297852
	Iteration 11Q: 3 clusters Score -4559048 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4559208.500000 Penalty: 12246.297852
	Iteration 12Q: 3 clusters Score -4559208 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4559381.000000 Penalty: 12246.297852
	Iteration 13Q: 3 clusters Score -4559381 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4559635.000000 Penalty: 12246.297852
	Iteration 14Q: 3 clusters Score -4559635 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4559884.500000 Penalty: 12246.297852
	Iteration 15Q: 3 clusters Score -4559884 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4560211.000000 Penalty: 12246.297852
	Iteration 16Q: 3 clusters Score -4560211 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4560583.500000 Penalty: 12246.297852
	Iteration 17Q: 3 clusters Score -4560584 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4560944.000000 Penalty: 12246.297852
	Iteration 18Q: 3 clusters Score -4560944 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4561368.500000 Penalty: 12246.297852
	Iteration 19Q: 3 clusters Score -4561368 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -4561766.500000 Penalty: 12246.297852
	Iteration 20F: 3 clusters Score -4561766 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -4562159.500000 Penalty: 12246.297852
	Iteration 21Q: 3 clusters Score -4562160 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4562574.500000 Penalty: 12246.297852
	Iteration 22Q: 3 clusters Score -4562574 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4562881.500000 Penalty: 12246.297852
	Iteration 23Q: 3 clusters Score -4562882 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4563180.500000 Penalty: 12246.297852
	Iteration 24Q: 3 clusters Score -4563180 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -4563423.000000 Penalty: 12246.297852
	Iteration 25Q: 3 clusters Score -4563423 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4563609.000000 Penalty: 12246.297852
	Iteration 26Q: 3 clusters Score -4563609 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4563739.500000 Penalty: 12246.297852
	Iteration 27Q: 3 clusters Score -4563740 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4563845.000000 Penalty: 12246.297852
	Iteration 28Q: 3 clusters Score -4563845 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -4563945.500000 Penalty: 12246.297852
	Iteration 29Q: 3 clusters Score -4563946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4564002.000000 Penalty: 12246.297852
	Iteration 30Q: 3 clusters Score -4564002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4564043.500000 Penalty: 12246.297852
	Iteration 31Q: 3 clusters Score -4564044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4564082.500000 Penalty: 12246.297852
	Iteration 32Q: 3 clusters Score -4564082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -4564119.500000 Penalty: 12246.297852
	Iteration 33Q: 3 clusters Score -4564120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4564152.500000 Penalty: 12246.297852
	Iteration 34Q: 3 clusters Score -4564152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4564179.500000 Penalty: 12246.297852
	Iteration 35Q: 3 clusters Score -4564180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4564195.000000 Penalty: 12246.297852
	Iteration 36Q: 3 clusters Score -4564195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4564208.000000 Penalty: 12246.297852
	Iteration 37Q: 3 clusters Score -4564208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -4564222.000000 Penalty: 12246.297852
	Iteration 38Q: 3 clusters Score -4564222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -4564231.000000 Penalty: 12246.297852
	Iteration 39Q: 3 clusters Score -4564231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -4564239.500000 Penalty: 12246.297852
	Iteration 40F: 3 clusters Score -4564240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4564246.500000 Penalty: 12246.297852
	Iteration 41Q: 3 clusters Score -4564246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4564251.500000 Penalty: 12246.297852
	Iteration 42Q: 3 clusters Score -4564252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -4564254.500000 Penalty: 12246.297852
	Iteration 43Q: 3 clusters Score -4564254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4564253.500000 Penalty: 12246.297852
	Iteration 44Q: 3 clusters Score -4564254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4564254.000000 Penalty: 12246.297852
	Iteration 45Q: 3 clusters Score -4564254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4564254.000000 Penalty: 12246.297852
	Iteration 46F: 3 clusters Score -4564254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Entering Unmasked Estep 
Score: -4857858.500000 Penalty: 6169.310547
	Iteration 0F: 2 clusters Score -4857858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4839136.000000 Penalty: 12338.621094
	Iteration 0F: 3 clusters Score -4839136 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4844466.000000 Penalty: 12338.621094
	Iteration 1F: 3 clusters Score -4844466 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -4845459.000000 Penalty: 12338.621094
	Iteration 2F: 3 clusters Score -4845459 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4846300.500000 Penalty: 12338.621094
	Iteration 3F: 3 clusters Score -4846300 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4847008.000000 Penalty: 12338.621094
	Iteration 4F: 3 clusters Score -4847008 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -4847554.500000 Penalty: 12338.621094
	Iteration 5Q: 3 clusters Score -4847554 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4848021.000000 Penalty: 12338.621094
	Iteration 6Q: 3 clusters Score -4848021 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4848407.000000 Penalty: 12338.621094
	Iteration 7Q: 3 clusters Score -4848407 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -4848742.000000 Penalty: 12338.621094
	Iteration 8Q: 3 clusters Score -4848742 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4848973.000000 Penalty: 12338.621094
	Iteration 9Q: 3 clusters Score -4848973 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4849193.500000 Penalty: 12338.621094
	Iteration 10Q: 3 clusters Score -4849194 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4849373.000000 Penalty: 12338.621094
	Iteration 11Q: 3 clusters Score -4849373 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -4849501.500000 Penalty: 12338.621094
	Iteration 12Q: 3 clusters Score -4849502 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -4849625.500000 Penalty: 12338.621094
	Iteration 13Q: 3 clusters Score -4849626 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4849730.500000 Penalty: 12338.621094
	Iteration 14Q: 3 clusters Score -4849730 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4849800.000000 Penalty: 12338.621094
	Iteration 15Q: 3 clusters Score -4849800 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -4849823.500000 Penalty: 12338.621094
	Iteration 16Q: 3 clusters Score -4849824 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4849892.500000 Penalty: 12338.621094
	Iteration 17Q: 3 clusters Score -4849892 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -4849948.000000 Penalty: 12338.621094
	Iteration 18Q: 3 clusters Score -4849948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4849978.000000 Penalty: 12338.621094
	Iteration 19Q: 3 clusters Score -4849978 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -4849988.500000 Penalty: 12338.621094
	Iteration 20F: 3 clusters Score -4849988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -4850030.500000 Penalty: 12338.621094
	Iteration 21Q: 3 clusters Score -4850030 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4850061.000000 Penalty: 12338.621094
	Iteration 22Q: 3 clusters Score -4850061 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -4850082.500000 Penalty: 12338.621094
	Iteration 23Q: 3 clusters Score -4850082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4850105.000000 Penalty: 12338.621094
	Iteration 24Q: 3 clusters Score -4850105 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -4850119.500000 Penalty: 12338.621094
	Iteration 25Q: 3 clusters Score -4850120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4850151.000000 Penalty: 12338.621094
	Iteration 26Q: 3 clusters Score -4850151 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4850162.000000 Penalty: 12338.621094
	Iteration 27Q: 3 clusters Score -4850162 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -4850178.000000 Penalty: 12338.621094
	Iteration 28Q: 3 clusters Score -4850178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4850181.000000 Penalty: 12338.621094
	Iteration 29Q: 3 clusters Score -4850181 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -4850199.500000 Penalty: 12338.621094
	Iteration 30Q: 3 clusters Score -4850200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -4850241.000000 Penalty: 12338.621094
	Iteration 31Q: 3 clusters Score -4850241 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4850238.500000 Penalty: 12338.621094
	Iteration 32Q: 3 clusters Score -4850238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -4850255.000000 Penalty: 12338.621094
	Iteration 33Q: 3 clusters Score -4850255 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -4850262.500000 Penalty: 12338.621094
	Iteration 34Q: 3 clusters Score -4850262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -4850266.000000 Penalty: 12338.621094
	Iteration 35Q: 3 clusters Score -4850266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -4850298.000000 Penalty: 12338.621094
	Iteration 36Q: 3 clusters Score -4850298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -4850319.500000 Penalty: 12338.621094
	Iteration 37Q: 3 clusters Score -4850320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -4850329.500000 Penalty: 12338.621094
	Iteration 38Q: 3 clusters Score -4850330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -4850329.000000 Penalty: 12338.621094
	Iteration 39Q: 3 clusters Score -4850329 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -4850348.000000 Penalty: 12338.621094
	Iteration 40F: 3 clusters Score -4850348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -4850351.500000 Penalty: 12338.621094
	Iteration 41Q: 3 clusters Score -4850352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4850367.500000 Penalty: 12338.621094
	Iteration 42Q: 3 clusters Score -4850368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -4850411.500000 Penalty: 12338.621094
	Iteration 43Q: 3 clusters Score -4850412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -4850420.000000 Penalty: 12338.621094
	Iteration 44Q: 3 clusters Score -4850420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4850423.000000 Penalty: 12338.621094
	Iteration 45Q: 3 clusters Score -4850423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4850447.500000 Penalty: 12338.621094
	Iteration 46Q: 3 clusters Score -4850448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4850469.000000 Penalty: 12338.621094
	Iteration 47Q: 3 clusters Score -4850469 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -4850479.000000 Penalty: 12338.621094
	Iteration 48Q: 3 clusters Score -4850479 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -4850479.000000 Penalty: 12338.621094
	Iteration 49Q: 3 clusters Score -4850479 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -4850497.500000 Penalty: 12338.621094
	Iteration 50Q: 3 clusters Score -4850498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4850515.500000 Penalty: 12338.621094
	Iteration 51Q: 3 clusters Score -4850516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -4850548.500000 Penalty: 12338.621094
	Iteration 52Q: 3 clusters Score -4850548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4850544.000000 Penalty: 12338.621094
	Iteration 53Q: 3 clusters Score -4850544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4850542.500000 Penalty: 12338.621094
	Iteration 54Q: 3 clusters Score -4850542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4850546.000000 Penalty: 12338.621094
	Iteration 55Q: 3 clusters Score -4850546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4850550.500000 Penalty: 12338.621094
	Iteration 56Q: 3 clusters Score -4850550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -4850565.500000 Penalty: 12338.621094
	Iteration 57Q: 3 clusters Score -4850566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4850576.000000 Penalty: 12338.621094
	Iteration 58Q: 3 clusters Score -4850576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -4850582.000000 Penalty: 12338.621094
	Iteration 59Q: 3 clusters Score -4850582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4850612.000000 Penalty: 12338.621094
	Iteration 60F: 3 clusters Score -4850612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4850609.000000 Penalty: 12338.621094
	Iteration 61Q: 3 clusters Score -4850609 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4850628.000000 Penalty: 12338.621094
	Iteration 62Q: 3 clusters Score -4850628 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -4850654.500000 Penalty: 12338.621094
	Iteration 63Q: 3 clusters Score -4850654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -4850668.500000 Penalty: 12338.621094
	Iteration 64Q: 3 clusters Score -4850668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -4850684.000000 Penalty: 12338.621094
	Iteration 65Q: 3 clusters Score -4850684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4850703.000000 Penalty: 12338.621094
	Iteration 66Q: 3 clusters Score -4850703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4850721.000000 Penalty: 12338.621094
	Iteration 67Q: 3 clusters Score -4850721 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4850720.000000 Penalty: 12338.621094
	Iteration 68Q: 3 clusters Score -4850720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -4850750.000000 Penalty: 12338.621094
	Iteration 69Q: 3 clusters Score -4850750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -4850745.000000 Penalty: 12338.621094
	Iteration 70Q: 3 clusters Score -4850745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4850765.500000 Penalty: 12338.621094
	Iteration 71Q: 3 clusters Score -4850766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -4850786.000000 Penalty: 12338.621094
	Iteration 72Q: 3 clusters Score -4850786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4850794.000000 Penalty: 12338.621094
	Iteration 73Q: 3 clusters Score -4850794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -4850809.000000 Penalty: 12338.621094
	Iteration 74Q: 3 clusters Score -4850809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -4850828.000000 Penalty: 12338.621094
	Iteration 75Q: 3 clusters Score -4850828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -4850832.000000 Penalty: 12338.621094
	Iteration 76Q: 3 clusters Score -4850832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4850867.500000 Penalty: 12338.621094
	Iteration 77Q: 3 clusters Score -4850868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4850864.000000 Penalty: 12338.621094
	Iteration 78Q: 3 clusters Score -4850864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -4850873.000000 Penalty: 12338.621094
	Iteration 79Q: 3 clusters Score -4850873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4850900.000000 Penalty: 12338.621094
	Iteration 80F: 3 clusters Score -4850900 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -4850919.500000 Penalty: 12338.621094
	Iteration 81Q: 3 clusters Score -4850920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -4850930.000000 Penalty: 12338.621094
	Iteration 82Q: 3 clusters Score -4850930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -4850941.000000 Penalty: 12338.621094
	Iteration 83Q: 3 clusters Score -4850941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -4850952.500000 Penalty: 12338.621094
	Iteration 84Q: 3 clusters Score -4850952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4850994.500000 Penalty: 12338.621094
	Iteration 85Q: 3 clusters Score -4850994 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -4851012.500000 Penalty: 12338.621094
	Iteration 86Q: 3 clusters Score -4851012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4851023.500000 Penalty: 12338.621094
	Iteration 87Q: 3 clusters Score -4851024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -4851029.000000 Penalty: 12338.621094
	Iteration 88Q: 3 clusters Score -4851029 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4851065.500000 Penalty: 12338.621094
	Iteration 89Q: 3 clusters Score -4851066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4851088.000000 Penalty: 12338.621094
	Iteration 90Q: 3 clusters Score -4851088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -4851103.000000 Penalty: 12338.621094
	Iteration 91Q: 3 clusters Score -4851103 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -4851139.000000 Penalty: 12338.621094
	Iteration 92Q: 3 clusters Score -4851139 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -4851176.000000 Penalty: 12338.621094
	Iteration 93Q: 3 clusters Score -4851176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4851215.000000 Penalty: 12338.621094
	Iteration 94Q: 3 clusters Score -4851215 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -4851239.000000 Penalty: 12338.621094
	Iteration 95Q: 3 clusters Score -4851239 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4851293.500000 Penalty: 12338.621094
	Iteration 96Q: 3 clusters Score -4851294 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -4851320.000000 Penalty: 12338.621094
	Iteration 97Q: 3 clusters Score -4851320 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -4851382.500000 Penalty: 12338.621094
	Iteration 98Q: 3 clusters Score -4851382 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4851427.000000 Penalty: 12338.621094
	Iteration 99Q: 3 clusters Score -4851427 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4851486.500000 Penalty: 12338.621094
	Iteration 100F: 3 clusters Score -4851486 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -4851541.000000 Penalty: 12338.621094
	Iteration 101Q: 3 clusters Score -4851541 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -4851604.500000 Penalty: 12338.621094
	Iteration 102Q: 3 clusters Score -4851604 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4851645.000000 Penalty: 12338.621094
	Iteration 103Q: 3 clusters Score -4851645 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -4851721.000000 Penalty: 12338.621094
	Iteration 104Q: 3 clusters Score -4851721 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4851775.000000 Penalty: 12338.621094
	Iteration 105Q: 3 clusters Score -4851775 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -4851836.000000 Penalty: 12338.621094
	Iteration 106Q: 3 clusters Score -4851836 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4851938.500000 Penalty: 12338.621094
	Iteration 107Q: 3 clusters Score -4851938 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -4852013.500000 Penalty: 12338.621094
	Iteration 108Q: 3 clusters Score -4852014 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -4852108.000000 Penalty: 12338.621094
	Iteration 109Q: 3 clusters Score -4852108 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -4852189.500000 Penalty: 12338.621094
	Iteration 110Q: 3 clusters Score -4852190 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -4852273.000000 Penalty: 12338.621094
	Iteration 111Q: 3 clusters Score -4852273 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -4852380.000000 Penalty: 12338.621094
	Iteration 112Q: 3 clusters Score -4852380 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -4852460.500000 Penalty: 12338.621094
	Iteration 113Q: 3 clusters Score -4852460 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4852531.500000 Penalty: 12338.621094
	Iteration 114Q: 3 clusters Score -4852532 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -4852601.000000 Penalty: 12338.621094
	Iteration 115Q: 3 clusters Score -4852601 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4852645.500000 Penalty: 12338.621094
	Iteration 116Q: 3 clusters Score -4852646 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -4852700.500000 Penalty: 12338.621094
	Iteration 117Q: 3 clusters Score -4852700 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4852754.500000 Penalty: 12338.621094
	Iteration 118Q: 3 clusters Score -4852754 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4852787.000000 Penalty: 12338.621094
	Iteration 119Q: 3 clusters Score -4852787 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -4852838.500000 Penalty: 12338.621094
	Iteration 120F: 3 clusters Score -4852838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4852897.500000 Penalty: 12338.621094
	Iteration 121Q: 3 clusters Score -4852898 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4852930.000000 Penalty: 12338.621094
	Iteration 122Q: 3 clusters Score -4852930 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4853000.000000 Penalty: 12338.621094
	Iteration 123Q: 3 clusters Score -4853000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4853056.000000 Penalty: 12338.621094
	Iteration 124Q: 3 clusters Score -4853056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4853125.000000 Penalty: 12338.621094
	Iteration 125Q: 3 clusters Score -4853125 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -4853188.000000 Penalty: 12338.621094
	Iteration 126Q: 3 clusters Score -4853188 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -4853242.000000 Penalty: 12338.621094
	Iteration 127Q: 3 clusters Score -4853242 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4853293.000000 Penalty: 12338.621094
	Iteration 128Q: 3 clusters Score -4853293 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4853330.000000 Penalty: 12338.621094
	Iteration 129Q: 3 clusters Score -4853330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4853361.000000 Penalty: 12338.621094
	Iteration 130Q: 3 clusters Score -4853361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4853379.000000 Penalty: 12338.621094
	Iteration 131Q: 3 clusters Score -4853379 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4853417.000000 Penalty: 12338.621094
	Iteration 132Q: 3 clusters Score -4853417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4853431.000000 Penalty: 12338.621094
	Iteration 133Q: 3 clusters Score -4853431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4853454.500000 Penalty: 12338.621094
	Iteration 134Q: 3 clusters Score -4853454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -4853467.000000 Penalty: 12338.621094
	Iteration 135Q: 3 clusters Score -4853467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4853487.500000 Penalty: 12338.621094
	Iteration 136Q: 3 clusters Score -4853488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4853505.500000 Penalty: 12338.621094
	Iteration 137Q: 3 clusters Score -4853506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -4853502.500000 Penalty: 12338.621094
	Iteration 138Q: 3 clusters Score -4853502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4853515.000000 Penalty: 12338.621094
	Iteration 139Q: 3 clusters Score -4853515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4853523.500000 Penalty: 12338.621094
	Iteration 140F: 3 clusters Score -4853524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4853532.500000 Penalty: 12338.621094
	Iteration 141Q: 3 clusters Score -4853532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4853546.000000 Penalty: 12338.621094
	Iteration 142Q: 3 clusters Score -4853546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4853555.500000 Penalty: 12338.621094
	Iteration 143Q: 3 clusters Score -4853556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4853564.000000 Penalty: 12338.621094
	Iteration 144Q: 3 clusters Score -4853564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4853571.000000 Penalty: 12338.621094
	Iteration 145Q: 3 clusters Score -4853571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4853570.500000 Penalty: 12338.621094
	Iteration 146Q: 3 clusters Score -4853570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -4853572.500000 Penalty: 12338.621094
	Iteration 147Q: 3 clusters Score -4853572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4853563.000000 Penalty: 12338.621094
	Iteration 148Q: 3 clusters Score -4853563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -4853568.500000 Penalty: 12338.621094
	Iteration 149Q: 3 clusters Score -4853568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4853572.000000 Penalty: 12338.621094
	Iteration 150Q: 3 clusters Score -4853572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4853575.000000 Penalty: 12338.621094
	Iteration 151Q: 3 clusters Score -4853575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4853581.500000 Penalty: 12338.621094
	Iteration 152Q: 3 clusters Score -4853582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -4853591.500000 Penalty: 12338.621094
	Iteration 153Q: 3 clusters Score -4853592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4853590.000000 Penalty: 12338.621094
	Iteration 154Q: 3 clusters Score -4853590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4853594.000000 Penalty: 12338.621094
	Iteration 155Q: 3 clusters Score -4853594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -4853593.000000 Penalty: 12338.621094
	Iteration 156Q: 3 clusters Score -4853593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -4853596.000000 Penalty: 12338.621094
	Iteration 157Q: 3 clusters Score -4853596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4853599.500000 Penalty: 12338.621094
	Iteration 158Q: 3 clusters Score -4853600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4853598.000000 Penalty: 12338.621094
	Iteration 159Q: 3 clusters Score -4853598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4853601.500000 Penalty: 12338.621094
	Iteration 160F: 3 clusters Score -4853602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -4853596.500000 Penalty: 12338.621094
	Iteration 161Q: 3 clusters Score -4853596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4853599.500000 Penalty: 12338.621094
	Iteration 162Q: 3 clusters Score -4853600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4853599.500000 Penalty: 12338.621094
	Iteration 163F: 3 clusters Score -4853600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Entering Unmasked Estep 
Score: -18160680.000000 Penalty: 6975.800293
	Iteration 0F: 2 clusters Score -1.816068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -18100086.000000 Penalty: 13951.600586
	Iteration 0F: 3 clusters Score -1.810009e+07 nChanged 40232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -18122256.000000 Penalty: 13951.600586
	Iteration 1F: 3 clusters Score -1.812226e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -18123338.000000 Penalty: 13951.600586
	Iteration 2Q: 3 clusters Score -1.812334e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -18124226.000000 Penalty: 13951.600586
	Iteration 3Q: 3 clusters Score -1.812423e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -18125010.000000 Penalty: 13951.600586
	Iteration 4Q: 3 clusters Score -1.812501e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -18125772.000000 Penalty: 13951.600586
	Iteration 5Q: 3 clusters Score -1.812577e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -18126554.000000 Penalty: 13951.600586
	Iteration 6Q: 3 clusters Score -1.812655e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -18127692.000000 Penalty: 13951.600586
	Iteration 7Q: 3 clusters Score -1.812769e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -18129012.000000 Penalty: 13951.600586
	Iteration 8Q: 3 clusters Score -1.812901e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -18130688.000000 Penalty: 13951.600586
	Iteration 9Q: 3 clusters Score -1.813069e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -18133134.000000 Penalty: 13951.600586
	Iteration 10F: 3 clusters Score -1.813313e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -18136562.000000 Penalty: 13951.600586
	Iteration 11F: 3 clusters Score -1.813656e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -18140636.000000 Penalty: 13951.600586
	Iteration 12F: 3 clusters Score -1.814064e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -18144882.000000 Penalty: 13951.600586
	Iteration 13F: 3 clusters Score -1.814488e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -18148452.000000 Penalty: 13951.600586
	Iteration 14Q: 3 clusters Score -1.814845e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -18151044.000000 Penalty: 13951.600586
	Iteration 15Q: 3 clusters Score -1.815104e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
Score: -18152514.000000 Penalty: 13951.600586
	Iteration 16Q: 3 clusters Score -1.815251e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -18153316.000000 Penalty: 13951.600586
	Iteration 17Q: 3 clusters Score -1.815332e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
Score: -18153784.000000 Penalty: 13951.600586
	Iteration 18Q: 3 clusters Score -1.815378e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -18154054.000000 Penalty: 13951.600586
	Iteration 19Q: 3 clusters Score -1.815405e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -18154320.000000 Penalty: 13951.600586
	Iteration 20F: 3 clusters Score -1.815432e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 87108 members 
Entering Unmasked Estep 
Score: -18154432.000000 Penalty: 13951.600586
	Iteration 21Q: 3 clusters Score -1.815443e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -18154526.000000 Penalty: 13951.600586
	Iteration 22Q: 3 clusters Score -1.815453e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 87245 members 
Entering Unmasked Estep 
Score: -18154612.000000 Penalty: 13951.600586
	Iteration 23Q: 3 clusters Score -1.815461e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -18154650.000000 Penalty: 13951.600586
	Iteration 24Q: 3 clusters Score -1.815465e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -18154642.000000 Penalty: 13951.600586
	Iteration 25Q: 3 clusters Score -1.815464e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -18154690.000000 Penalty: 13951.600586
	Iteration 26Q: 3 clusters Score -1.815469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -18154692.000000 Penalty: 13951.600586
	Iteration 27Q: 3 clusters Score -1.815469e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -18154748.000000 Penalty: 13951.600586
	Iteration 28Q: 3 clusters Score -1.815475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -18154778.000000 Penalty: 13951.600586
	Iteration 29Q: 3 clusters Score -1.815478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -18154786.000000 Penalty: 13951.600586
	Iteration 30Q: 3 clusters Score -1.815479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -18154820.000000 Penalty: 13951.600586
	Iteration 31Q: 3 clusters Score -1.815482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -18154844.000000 Penalty: 13951.600586
	Iteration 32Q: 3 clusters Score -1.815484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -18154836.000000 Penalty: 13951.600586
	Iteration 33Q: 3 clusters Score -1.815484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -18154838.000000 Penalty: 13951.600586
	Iteration 34Q: 3 clusters Score -1.815484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -18154838.000000 Penalty: 13951.600586
	Iteration 35F: 3 clusters Score -1.815484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Entering Unmasked Estep 
Score: -4380606.000000 Penalty: 6102.759277
	Iteration 0F: 2 clusters Score -4380606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4363183.000000 Penalty: 12205.518555
	Iteration 0F: 3 clusters Score -4363183 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4368151.000000 Penalty: 12205.518555
	Iteration 1F: 3 clusters Score -4368151 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4369022.000000 Penalty: 12205.518555
	Iteration 2F: 3 clusters Score -4369022 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -4369710.500000 Penalty: 12205.518555
	Iteration 3F: 3 clusters Score -4369710 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4370301.000000 Penalty: 12205.518555
	Iteration 4F: 3 clusters Score -4370301 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4370898.000000 Penalty: 12205.518555
	Iteration 5Q: 3 clusters Score -4370898 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -4371498.000000 Penalty: 12205.518555
	Iteration 6Q: 3 clusters Score -4371498 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4372103.500000 Penalty: 12205.518555
	Iteration 7Q: 3 clusters Score -4372104 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4372700.000000 Penalty: 12205.518555
	Iteration 8Q: 3 clusters Score -4372700 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -4373281.000000 Penalty: 12205.518555
	Iteration 9Q: 3 clusters Score -4373281 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -4373871.000000 Penalty: 12205.518555
	Iteration 10Q: 3 clusters Score -4373871 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -4374430.000000 Penalty: 12205.518555
	Iteration 11Q: 3 clusters Score -4374430 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4374865.000000 Penalty: 12205.518555
	Iteration 12Q: 3 clusters Score -4374865 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -4375157.000000 Penalty: 12205.518555
	Iteration 13Q: 3 clusters Score -4375157 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -4375360.500000 Penalty: 12205.518555
	Iteration 14Q: 3 clusters Score -4375360 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -4375511.500000 Penalty: 12205.518555
	Iteration 15Q: 3 clusters Score -4375512 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4375659.500000 Penalty: 12205.518555
	Iteration 16Q: 3 clusters Score -4375660 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -4375749.500000 Penalty: 12205.518555
	Iteration 17Q: 3 clusters Score -4375750 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4375821.500000 Penalty: 12205.518555
	Iteration 18Q: 3 clusters Score -4375822 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -4375873.500000 Penalty: 12205.518555
	Iteration 19Q: 3 clusters Score -4375874 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4375933.000000 Penalty: 12205.518555
	Iteration 20F: 3 clusters Score -4375933 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -4375942.500000 Penalty: 12205.518555
	Iteration 21Q: 3 clusters Score -4375942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4375962.000000 Penalty: 12205.518555
	Iteration 22Q: 3 clusters Score -4375962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4375977.000000 Penalty: 12205.518555
	Iteration 23Q: 3 clusters Score -4375977 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -4376012.000000 Penalty: 12205.518555
	Iteration 24Q: 3 clusters Score -4376012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -4376030.000000 Penalty: 12205.518555
	Iteration 25Q: 3 clusters Score -4376030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4376028.500000 Penalty: 12205.518555
	Iteration 26Q: 3 clusters Score -4376028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -4376036.500000 Penalty: 12205.518555
	Iteration 27Q: 3 clusters Score -4376036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -4376038.000000 Penalty: 12205.518555
	Iteration 28Q: 3 clusters Score -4376038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -4376043.000000 Penalty: 12205.518555
	Iteration 29Q: 3 clusters Score -4376043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -4376040.500000 Penalty: 12205.518555
	Iteration 30Q: 3 clusters Score -4376040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -4376038.500000 Penalty: 12205.518555
	Iteration 31Q: 3 clusters Score -4376038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -4376041.500000 Penalty: 12205.518555
	Iteration 32Q: 3 clusters Score -4376042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -4376048.000000 Penalty: 12205.518555
	Iteration 33Q: 3 clusters Score -4376048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -4376051.500000 Penalty: 12205.518555
	Iteration 34Q: 3 clusters Score -4376052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4376061.500000 Penalty: 12205.518555
	Iteration 35Q: 3 clusters Score -4376062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -4376050.500000 Penalty: 12205.518555
	Iteration 36Q: 3 clusters Score -4376050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -4376052.500000 Penalty: 12205.518555
	Iteration 37Q: 3 clusters Score -4376052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -4376053.000000 Penalty: 12205.518555
	Iteration 38Q: 3 clusters Score -4376053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -4376048.500000 Penalty: 12205.518555
	Iteration 39Q: 3 clusters Score -4376048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -4376053.000000 Penalty: 12205.518555
	Iteration 40F: 3 clusters Score -4376053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -4376058.500000 Penalty: 12205.518555
	Iteration 41Q: 3 clusters Score -4376058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -4376066.000000 Penalty: 12205.518555
	Iteration 42Q: 3 clusters Score -4376066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -4376062.500000 Penalty: 12205.518555
	Iteration 43Q: 3 clusters Score -4376062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -4376062.000000 Penalty: 12205.518555
	Iteration 44Q: 3 clusters Score -4376062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -4376062.500000 Penalty: 12205.518555
	Iteration 45Q: 3 clusters Score -4376062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -4376062.500000 Penalty: 12205.518555
	Iteration 46Q: 3 clusters Score -4376062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -4376063.500000 Penalty: 12205.518555
	Iteration 47Q: 3 clusters Score -4376064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -4376061.500000 Penalty: 12205.518555
	Iteration 48Q: 3 clusters Score -4376062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -4376062.000000 Penalty: 12205.518555
	Iteration 49Q: 3 clusters Score -4376062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -4376060.500000 Penalty: 12205.518555
	Iteration 50Q: 3 clusters Score -4376060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -4376075.000000 Penalty: 12205.518555
	Iteration 51Q: 3 clusters Score -4376075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -4376071.000000 Penalty: 12205.518555
	Iteration 52Q: 3 clusters Score -4376071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -4376072.000000 Penalty: 12205.518555
	Iteration 53Q: 3 clusters Score -4376072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -4376072.000000 Penalty: 12205.518555
	Iteration 54F: 3 clusters Score -4376072 nChanged 0
--- Evaluating fit on full set of 1326027 points ---
Entering Unmasked Estep 
Score: -268549760.000000 Penalty: 198601.328125
24->24 Clusters: Score -268549760.000000, best is -268752544.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 442009 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 18318 members 
Mstep: Class 3 contains 18418 members 
Mstep: Class 4 contains 18253 members 
Mstep: Class 5 contains 18325 members 
Mstep: Class 6 contains 18488 members 
Mstep: Class 7 contains 18494 members 
Mstep: Class 8 contains 18388 members 
Mstep: Class 9 contains 18590 members 
Mstep: Class 10 contains 18427 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 18435 members 
Mstep: Class 13 contains 18249 members 
Mstep: Class 14 contains 18537 members 
Mstep: Class 15 contains 18179 members 
Mstep: Class 16 contains 18456 members 
Mstep: Class 17 contains 18459 members 
Mstep: Class 18 contains 18364 members 
Mstep: Class 19 contains 18489 members 
Mstep: Class 20 contains 18811 members 
Mstep: Class 21 contains 18613 members 
Mstep: Class 22 contains 18240 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 18396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 455.494110 but Gain 7961.953125
Score: -84930544.000000 Penalty: 183124.609375
Iteration 0F: 24 clusters Score -8.493054e+07 nChanged 418294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 6363 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 14383 members 
Mstep: Class 6 contains 30167 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 1421 members 
Mstep: Class 9 contains 12989 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 112500 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 24837 members 
Mstep: Class 14 contains 23420 members 
Mstep: Class 15 contains 56571 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 4023 members 
Mstep: Class 18 contains 10704 members 
Mstep: Class 19 contains 13636 members 
Mstep: Class 20 contains 9002 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 18177 members 
Mstep: Class 23 contains 4113 members 
Mstep: Class 24 contains 26338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2146.347900 but Gain 7961.937500
Score: -87918024.000000 Penalty: 175162.671875
Iteration 1F: 23 clusters Score -8.791802e+07 nChanged 168030
Entering Unmasked Mstep 
Mstep: Class 0 contains 643 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 6 contains 25183 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 12615 members 
Mstep: Class 10 contains 39162 members 
Mstep: Class 11 contains 160237 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 13 contains 23909 members 
Mstep: Class 14 contains 20944 members 
Mstep: Class 15 contains 48347 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 13241 members 
Mstep: Class 19 contains 13617 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 22 contains 18153 members 
Mstep: Class 23 contains 2705 members 
Mstep: Class 24 contains 17710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3131.945801 but Gain 7961.937500
Score: -88662280.000000 Penalty: 167200.734375
Iteration 2F: 22 clusters Score -8.866228e+07 nChanged 127630
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 4731 members 
Mstep: Class 3 contains 5800 members 
Mstep: Class 4 contains 5477 members 
Mstep: Class 6 contains 16298 members 
Mstep: Class 7 contains 3775 members 
Mstep: Class 8 contains 1025 members 
Mstep: Class 9 contains 9699 members 
Mstep: Class 10 contains 68901 members 
Mstep: Class 11 contains 179582 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 20154 members 
Mstep: Class 14 contains 14581 members 
Mstep: Class 15 contains 40105 members 
Mstep: Class 16 contains 1990 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 10280 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 22 contains 14955 members 
Mstep: Class 24 contains 14175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 7399.498047 but Gain 7961.937500
Score: -88932480.000000 Penalty: 159238.796875
Iteration 3F: 21 clusters Score -8.893248e+07 nChanged 91208
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 5685 members 
Mstep: Class 4 contains 5951 members 
Mstep: Class 6 contains 11566 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 7117 members 
Mstep: Class 10 contains 88822 members 
Mstep: Class 11 contains 188081 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 19466 members 
Mstep: Class 14 contains 9848 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 18959 members 
Mstep: Class 20 contains 1277 members 
Mstep: Class 22 contains 14739 members 
Mstep: Class 24 contains 10686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 7264.825684 but Gain 7961.937500
Score: -89076400.000000 Penalty: 151276.859375
Iteration 4F: 20 clusters Score -8.90764e+07 nChanged 62475
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5860 members 
Mstep: Class 3 contains 5787 members 
Mstep: Class 4 contains 6223 members 
Mstep: Class 6 contains 9539 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 10 contains 101802 members 
Mstep: Class 11 contains 188418 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 20474 members 
Mstep: Class 14 contains 6612 members 
Mstep: Class 15 contains 33110 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 20295 members 
Mstep: Class 20 contains 1274 members 
Mstep: Class 22 contains 16630 members 
Mstep: Class 24 contains 7852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 6495.929688 but Gain 7961.937500
Score: -89163504.000000 Penalty: 143314.921875
Iteration 5F: 19 clusters Score -8.91635e+07 nChanged 43409
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 6099 members 
Mstep: Class 4 contains 6135 members 
Mstep: Class 6 contains 8739 members 
Mstep: Class 7 contains 6343 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 10 contains 108094 members 
Mstep: Class 11 contains 187312 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 22299 members 
Mstep: Class 15 contains 29807 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 21283 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 22 contains 18986 members 
Mstep: Class 24 contains 6322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 7555.709473 but Gain 7961.937500
Score: -89214600.000000 Penalty: 135352.984375
Iteration 6F: 18 clusters Score -8.92146e+07 nChanged 32093
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7203 members 
Mstep: Class 3 contains 6762 members 
Mstep: Class 4 contains 6296 members 
Mstep: Class 6 contains 8604 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 727 members 
Mstep: Class 10 contains 110672 members 
Mstep: Class 11 contains 184623 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 24450 members 
Mstep: Class 15 contains 27846 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 922 members 
Mstep: Class 18 contains 22793 members 
Mstep: Class 20 contains 1476 members 
Mstep: Class 22 contains 21122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89249784.000000 Penalty: 135352.984375
Iteration 7F: 18 clusters Score -8.924978e+07 nChanged 20914
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7387 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 6 contains 8819 members 
Mstep: Class 7 contains 7210 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 10 contains 111274 members 
Mstep: Class 11 contains 180395 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 25949 members 
Mstep: Class 15 contains 25231 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 23592 members 
Mstep: Class 20 contains 1625 members 
Mstep: Class 22 contains 23496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89269616.000000 Penalty: 135352.984375
Iteration 8Q: 18 clusters Score -8.926962e+07 nChanged 16811
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7503 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 6835 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 7766 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 10 contains 111195 members 
Mstep: Class 11 contains 176482 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 27017 members 
Mstep: Class 15 contains 23154 members 
Mstep: Class 16 contains 2185 members 
Mstep: Class 17 contains 973 members 
Mstep: Class 18 contains 24080 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 22 contains 26363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89283680.000000 Penalty: 135352.984375
Iteration 9Q: 18 clusters Score -8.928368e+07 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7564 members 
Mstep: Class 3 contains 7395 members 
Mstep: Class 4 contains 7310 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 8477 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 10 contains 110666 members 
Mstep: Class 11 contains 173153 members 
Mstep: Class 12 contains 1922 members 
Mstep: Class 13 contains 27730 members 
Mstep: Class 15 contains 21636 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 24261 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 22 contains 29258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89294720.000000 Penalty: 135352.984375
Iteration 10Q: 18 clusters Score -8.929472e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7569 members 
Mstep: Class 3 contains 7570 members 
Mstep: Class 4 contains 7782 members 
Mstep: Class 6 contains 9278 members 
Mstep: Class 7 contains 9333 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 10 contains 109909 members 
Mstep: Class 11 contains 170484 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 28178 members 
Mstep: Class 15 contains 20738 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 18 contains 24339 members 
Mstep: Class 20 contains 1291 members 
Mstep: Class 22 contains 31576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89303000.000000 Penalty: 135352.984375
Iteration 11Q: 18 clusters Score -8.9303e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7559 members 
Mstep: Class 3 contains 7671 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 6 contains 9334 members 
Mstep: Class 7 contains 10140 members 
Mstep: Class 8 contains 685 members 
Mstep: Class 10 contains 109093 members 
Mstep: Class 11 contains 168621 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 28486 members 
Mstep: Class 15 contains 20137 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 1042 members 
Mstep: Class 18 contains 24456 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 33074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89308568.000000 Penalty: 135352.984375
Iteration 12Q: 18 clusters Score -8.930857e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7557 members 
Mstep: Class 3 contains 7770 members 
Mstep: Class 4 contains 8519 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 10 contains 108429 members 
Mstep: Class 11 contains 167287 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 28664 members 
Mstep: Class 15 contains 19704 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 24711 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 22 contains 33862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89311880.000000 Penalty: 135352.984375
Iteration 13Q: 18 clusters Score -8.931188e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 6 contains 9422 members 
Mstep: Class 7 contains 11391 members 
Mstep: Class 8 contains 685 members 
Mstep: Class 10 contains 107833 members 
Mstep: Class 11 contains 166331 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 28752 members 
Mstep: Class 15 contains 19394 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 1051 members 
Mstep: Class 18 contains 25038 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 22 contains 34173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89314208.000000 Penalty: 135352.984375
Iteration 14Q: 18 clusters Score -8.931421e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7626 members 
Mstep: Class 3 contains 7955 members 
Mstep: Class 4 contains 9028 members 
Mstep: Class 6 contains 9454 members 
Mstep: Class 7 contains 11922 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 10 contains 107344 members 
Mstep: Class 11 contains 165636 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 28780 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 1052 members 
Mstep: Class 18 contains 25402 members 
Mstep: Class 20 contains 1196 members 
Mstep: Class 22 contains 34199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89316296.000000 Penalty: 135352.984375
Iteration 15Q: 18 clusters Score -8.93163e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 9194 members 
Mstep: Class 6 contains 9420 members 
Mstep: Class 7 contains 12385 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 10 contains 107015 members 
Mstep: Class 11 contains 165131 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 28747 members 
Mstep: Class 15 contains 18909 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 25863 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 22 contains 33985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89318192.000000 Penalty: 135352.984375
Iteration 16Q: 18 clusters Score -8.931819e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7711 members 
Mstep: Class 3 contains 8151 members 
Mstep: Class 4 contains 9353 members 
Mstep: Class 6 contains 9407 members 
Mstep: Class 7 contains 12787 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 10 contains 106696 members 
Mstep: Class 11 contains 164732 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 28673 members 
Mstep: Class 15 contains 18711 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 26369 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 22 contains 33622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89320344.000000 Penalty: 135352.984375
Iteration 17Q: 18 clusters Score -8.932034e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7766 members 
Mstep: Class 3 contains 8240 members 
Mstep: Class 4 contains 9483 members 
Mstep: Class 6 contains 9396 members 
Mstep: Class 7 contains 13135 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 10 contains 106438 members 
Mstep: Class 11 contains 164373 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 28587 members 
Mstep: Class 15 contains 18542 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 26999 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 22 contains 33126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89322336.000000 Penalty: 135352.984375
Iteration 18Q: 18 clusters Score -8.932234e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 8322 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 6 contains 9405 members 
Mstep: Class 7 contains 13421 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 10 contains 106232 members 
Mstep: Class 11 contains 164083 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 28500 members 
Mstep: Class 15 contains 18393 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 27653 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 22 contains 32614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89324560.000000 Penalty: 135352.984375
Iteration 19Q: 18 clusters Score -8.932456e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 7881 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 6 contains 9390 members 
Mstep: Class 7 contains 13678 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 10 contains 106052 members 
Mstep: Class 11 contains 163862 members 
Mstep: Class 12 contains 1875 members 
Mstep: Class 13 contains 28383 members 
Mstep: Class 15 contains 18232 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 28351 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 22 contains 32152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89328192.000000 Penalty: 135352.984375
Iteration 20F: 18 clusters Score -8.932819e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 9432 members 
Mstep: Class 6 contains 9351 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 10 contains 105885 members 
Mstep: Class 11 contains 162956 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 28235 members 
Mstep: Class 15 contains 17980 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 29025 members 
Mstep: Class 20 contains 1108 members 
Mstep: Class 22 contains 32582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89332256.000000 Penalty: 135352.984375
Iteration 21Q: 18 clusters Score -8.933226e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8003 members 
Mstep: Class 3 contains 8557 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 6 contains 9358 members 
Mstep: Class 7 contains 14221 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 10 contains 105760 members 
Mstep: Class 11 contains 162268 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 13 contains 28089 members 
Mstep: Class 15 contains 17768 members 
Mstep: Class 16 contains 2196 members 
Mstep: Class 17 contains 1108 members 
Mstep: Class 18 contains 29706 members 
Mstep: Class 20 contains 1110 members 
Mstep: Class 22 contains 32805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89334680.000000 Penalty: 135352.984375
Iteration 22Q: 18 clusters Score -8.933468e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8069 members 
Mstep: Class 3 contains 8611 members 
Mstep: Class 4 contains 9058 members 
Mstep: Class 6 contains 9457 members 
Mstep: Class 7 contains 14384 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 10 contains 105635 members 
Mstep: Class 11 contains 161681 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 27968 members 
Mstep: Class 15 contains 17550 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 18 contains 30271 members 
Mstep: Class 20 contains 1118 members 
Mstep: Class 22 contains 33019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89337056.000000 Penalty: 135352.984375
Iteration 23Q: 18 clusters Score -8.933706e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 8658 members 
Mstep: Class 4 contains 8816 members 
Mstep: Class 6 contains 9654 members 
Mstep: Class 7 contains 14508 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 10 contains 105470 members 
Mstep: Class 11 contains 161215 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 15 contains 17372 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 30711 members 
Mstep: Class 20 contains 1129 members 
Mstep: Class 22 contains 33187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89338936.000000 Penalty: 135352.984375
Iteration 24Q: 18 clusters Score -8.933894e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 8692 members 
Mstep: Class 4 contains 8616 members 
Mstep: Class 6 contains 9922 members 
Mstep: Class 7 contains 14609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 10 contains 105246 members 
Mstep: Class 11 contains 160865 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 27776 members 
Mstep: Class 15 contains 17138 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 31074 members 
Mstep: Class 20 contains 1140 members 
Mstep: Class 22 contains 33329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89340720.000000 Penalty: 135352.984375
Iteration 25Q: 18 clusters Score -8.934072e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 8460 members 
Mstep: Class 6 contains 10244 members 
Mstep: Class 7 contains 14704 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 10 contains 104953 members 
Mstep: Class 11 contains 160592 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 27677 members 
Mstep: Class 15 contains 16914 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 31363 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 22 contains 33381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89343224.000000 Penalty: 135352.984375
Iteration 26Q: 18 clusters Score -8.934322e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8442 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 8301 members 
Mstep: Class 6 contains 10532 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 777 members 
Mstep: Class 10 contains 104588 members 
Mstep: Class 11 contains 160329 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 27612 members 
Mstep: Class 15 contains 16710 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 31578 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 22 contains 33439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89345472.000000 Penalty: 135352.984375
Iteration 27Q: 18 clusters Score -8.934547e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8541 members 
Mstep: Class 3 contains 8856 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 6 contains 10798 members 
Mstep: Class 7 contains 15090 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 10 contains 104245 members 
Mstep: Class 11 contains 160097 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 27544 members 
Mstep: Class 15 contains 16467 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 31774 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 22 contains 33567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89346872.000000 Penalty: 135352.984375
Iteration 28Q: 18 clusters Score -8.934687e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 8664 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 7965 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 15289 members 
Mstep: Class 8 contains 776 members 
Mstep: Class 10 contains 103951 members 
Mstep: Class 11 contains 159856 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 27458 members 
Mstep: Class 15 contains 16247 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 31878 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 22 contains 33723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89347432.000000 Penalty: 135352.984375
Iteration 29Q: 18 clusters Score -8.934743e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 8774 members 
Mstep: Class 3 contains 8939 members 
Mstep: Class 4 contains 7849 members 
Mstep: Class 6 contains 11180 members 
Mstep: Class 7 contains 15419 members 
Mstep: Class 8 contains 776 members 
Mstep: Class 10 contains 103737 members 
Mstep: Class 11 contains 159657 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 27378 members 
Mstep: Class 15 contains 16081 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 31933 members 
Mstep: Class 20 contains 1153 members 
Mstep: Class 22 contains 33881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89348216.000000 Penalty: 135352.984375
Iteration 30Q: 18 clusters Score -8.934822e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8868 members 
Mstep: Class 3 contains 8984 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 6 contains 11315 members 
Mstep: Class 7 contains 15556 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 10 contains 103534 members 
Mstep: Class 11 contains 159469 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 27310 members 
Mstep: Class 15 contains 15905 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 32010 members 
Mstep: Class 20 contains 1149 members 
Mstep: Class 22 contains 34018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89348872.000000 Penalty: 135352.984375
Iteration 31Q: 18 clusters Score -8.934887e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8959 members 
Mstep: Class 3 contains 9015 members 
Mstep: Class 4 contains 7671 members 
Mstep: Class 6 contains 11436 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 10 contains 103346 members 
Mstep: Class 11 contains 159248 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 27224 members 
Mstep: Class 15 contains 15767 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 32061 members 
Mstep: Class 20 contains 1148 members 
Mstep: Class 22 contains 34187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89349520.000000 Penalty: 135352.984375
Iteration 32Q: 18 clusters Score -8.934952e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 9043 members 
Mstep: Class 4 contains 7589 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 10 contains 103171 members 
Mstep: Class 11 contains 159062 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 27172 members 
Mstep: Class 15 contains 15634 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 32090 members 
Mstep: Class 20 contains 1148 members 
Mstep: Class 22 contains 34352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89349768.000000 Penalty: 135352.984375
Iteration 33Q: 18 clusters Score -8.934977e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 9079 members 
Mstep: Class 4 contains 7526 members 
Mstep: Class 6 contains 11628 members 
Mstep: Class 7 contains 15865 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 10 contains 102966 members 
Mstep: Class 11 contains 158902 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 27112 members 
Mstep: Class 15 contains 15484 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 32092 members 
Mstep: Class 20 contains 1148 members 
Mstep: Class 22 contains 34525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89350424.000000 Penalty: 135352.984375
Iteration 34Q: 18 clusters Score -8.935042e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 9259 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 6 contains 11724 members 
Mstep: Class 7 contains 15910 members 
Mstep: Class 8 contains 741 members 
Mstep: Class 10 contains 102771 members 
Mstep: Class 11 contains 158733 members 
Mstep: Class 12 contains 1766 members 
Mstep: Class 13 contains 27073 members 
Mstep: Class 15 contains 15361 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 32109 members 
Mstep: Class 20 contains 1149 members 
Mstep: Class 22 contains 34684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89350840.000000 Penalty: 135352.984375
Iteration 35Q: 18 clusters Score -8.935084e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9340 members 
Mstep: Class 3 contains 9168 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 6 contains 11795 members 
Mstep: Class 7 contains 15957 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 10 contains 102571 members 
Mstep: Class 11 contains 158601 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 27039 members 
Mstep: Class 15 contains 15220 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 32097 members 
Mstep: Class 20 contains 1149 members 
Mstep: Class 22 contains 34852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89351656.000000 Penalty: 135352.984375
Iteration 36Q: 18 clusters Score -8.935166e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 9424 members 
Mstep: Class 3 contains 9190 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 6 contains 11855 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 710 members 
Mstep: Class 10 contains 102307 members 
Mstep: Class 11 contains 158485 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 27030 members 
Mstep: Class 15 contains 15094 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 32059 members 
Mstep: Class 20 contains 1149 members 
Mstep: Class 22 contains 35019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89352864.000000 Penalty: 135352.984375
Iteration 37Q: 18 clusters Score -8.935286e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 9496 members 
Mstep: Class 3 contains 9223 members 
Mstep: Class 4 contains 7630 members 
Mstep: Class 6 contains 11941 members 
Mstep: Class 7 contains 16007 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 10 contains 102019 members 
Mstep: Class 11 contains 158349 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 27012 members 
Mstep: Class 15 contains 14978 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 32024 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 22 contains 35193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89354088.000000 Penalty: 135352.984375
Iteration 38Q: 18 clusters Score -8.935409e+07 nChanged 1713
Entering ConstructFrom: 
Score: -89354088.000000 Penalty: 135352.984375
Entering ConstructFrom: 
Trying to split cluster 1 (11258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Entering Unmasked Estep 
Score: -2225002.500000 Penalty: 5713.911133
	Iteration 0F: 2 clusters Score -2225002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2214010.500000 Penalty: 11427.822266
	Iteration 0F: 3 clusters Score -2214010 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2216491.250000 Penalty: 11427.822266
	Iteration 1F: 3 clusters Score -2216491 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2217060.750000 Penalty: 11427.822266
	Iteration 2F: 3 clusters Score -2217061 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2217472.000000 Penalty: 11427.822266
	Iteration 3F: 3 clusters Score -2217472 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2217795.000000 Penalty: 11427.822266
	Iteration 4Q: 3 clusters Score -2217795 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2218043.500000 Penalty: 11427.822266
	Iteration 5Q: 3 clusters Score -2218044 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2218242.500000 Penalty: 11427.822266
	Iteration 6Q: 3 clusters Score -2218242 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2218407.500000 Penalty: 11427.822266
	Iteration 7Q: 3 clusters Score -2218408 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2218577.250000 Penalty: 11427.822266
	Iteration 8Q: 3 clusters Score -2218577 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2218727.750000 Penalty: 11427.822266
	Iteration 9Q: 3 clusters Score -2218728 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2218860.000000 Penalty: 11427.822266
	Iteration 10Q: 3 clusters Score -2218860 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2218986.250000 Penalty: 11427.822266
	Iteration 11Q: 3 clusters Score -2218986 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2219127.750000 Penalty: 11427.822266
	Iteration 12Q: 3 clusters Score -2219128 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2219277.750000 Penalty: 11427.822266
	Iteration 13Q: 3 clusters Score -2219278 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2219438.750000 Penalty: 11427.822266
	Iteration 14Q: 3 clusters Score -2219439 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2219583.750000 Penalty: 11427.822266
	Iteration 15Q: 3 clusters Score -2219584 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2219734.750000 Penalty: 11427.822266
	Iteration 16Q: 3 clusters Score -2219735 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2219871.500000 Penalty: 11427.822266
	Iteration 17Q: 3 clusters Score -2219872 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2220003.750000 Penalty: 11427.822266
	Iteration 18Q: 3 clusters Score -2220004 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2220140.750000 Penalty: 11427.822266
	Iteration 19Q: 3 clusters Score -2220141 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2220268.000000 Penalty: 11427.822266
	Iteration 20F: 3 clusters Score -2220268 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2220403.750000 Penalty: 11427.822266
	Iteration 21Q: 3 clusters Score -2220404 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2220546.500000 Penalty: 11427.822266
	Iteration 22Q: 3 clusters Score -2220546 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2220653.250000 Penalty: 11427.822266
	Iteration 23Q: 3 clusters Score -2220653 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2220781.750000 Penalty: 11427.822266
	Iteration 24Q: 3 clusters Score -2220782 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2220877.750000 Penalty: 11427.822266
	Iteration 25Q: 3 clusters Score -2220878 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2220965.000000 Penalty: 11427.822266
	Iteration 26Q: 3 clusters Score -2220965 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2221030.500000 Penalty: 11427.822266
	Iteration 27Q: 3 clusters Score -2221030 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2221081.500000 Penalty: 11427.822266
	Iteration 28Q: 3 clusters Score -2221082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2221125.000000 Penalty: 11427.822266
	Iteration 29Q: 3 clusters Score -2221125 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2221166.000000 Penalty: 11427.822266
	Iteration 30Q: 3 clusters Score -2221166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2221194.250000 Penalty: 11427.822266
	Iteration 31Q: 3 clusters Score -2221194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2221203.250000 Penalty: 11427.822266
	Iteration 32Q: 3 clusters Score -2221203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2221218.000000 Penalty: 11427.822266
	Iteration 33Q: 3 clusters Score -2221218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2221229.250000 Penalty: 11427.822266
	Iteration 34Q: 3 clusters Score -2221229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2221232.750000 Penalty: 11427.822266
	Iteration 35Q: 3 clusters Score -2221233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2221238.750000 Penalty: 11427.822266
	Iteration 36Q: 3 clusters Score -2221239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2221243.000000 Penalty: 11427.822266
	Iteration 37Q: 3 clusters Score -2221243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2221242.500000 Penalty: 11427.822266
	Iteration 38Q: 3 clusters Score -2221242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2221246.750000 Penalty: 11427.822266
	Iteration 39Q: 3 clusters Score -2221247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2221250.750000 Penalty: 11427.822266
	Iteration 40F: 3 clusters Score -2221251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2221251.250000 Penalty: 11427.822266
	Iteration 41Q: 3 clusters Score -2221251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2221255.000000 Penalty: 11427.822266
	Iteration 42Q: 3 clusters Score -2221255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2221256.250000 Penalty: 11427.822266
	Iteration 43Q: 3 clusters Score -2221256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2221265.500000 Penalty: 11427.822266
	Iteration 44Q: 3 clusters Score -2221266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2221264.000000 Penalty: 11427.822266
	Iteration 45Q: 3 clusters Score -2221264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2221270.750000 Penalty: 11427.822266
	Iteration 46Q: 3 clusters Score -2221271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2221268.250000 Penalty: 11427.822266
	Iteration 47Q: 3 clusters Score -2221268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2221269.000000 Penalty: 11427.822266
	Iteration 48Q: 3 clusters Score -2221269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2221268.000000 Penalty: 11427.822266
	Iteration 49Q: 3 clusters Score -2221268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2221270.250000 Penalty: 11427.822266
	Iteration 50Q: 3 clusters Score -2221270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2221269.750000 Penalty: 11427.822266
	Iteration 51Q: 3 clusters Score -2221270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2221268.000000 Penalty: 11427.822266
	Iteration 52Q: 3 clusters Score -2221268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2221271.500000 Penalty: 11427.822266
	Iteration 53Q: 3 clusters Score -2221272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2221271.500000 Penalty: 11427.822266
	Iteration 54F: 3 clusters Score -2221272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Entering Unmasked Estep 
Score: -1879621.125000 Penalty: 5612.810547
	Iteration 0F: 2 clusters Score -1879621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1869693.875000 Penalty: 11225.621094
	Iteration 0F: 3 clusters Score -1869694 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1871702.125000 Penalty: 11225.621094
	Iteration 1F: 3 clusters Score -1871702 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1872135.375000 Penalty: 11225.621094
	Iteration 2F: 3 clusters Score -1872135 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1872429.000000 Penalty: 11225.621094
	Iteration 3Q: 3 clusters Score -1872429 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1872629.750000 Penalty: 11225.621094
	Iteration 4Q: 3 clusters Score -1872630 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1872779.500000 Penalty: 11225.621094
	Iteration 5Q: 3 clusters Score -1872780 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1872893.375000 Penalty: 11225.621094
	Iteration 6Q: 3 clusters Score -1872893 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1872984.125000 Penalty: 11225.621094
	Iteration 7Q: 3 clusters Score -1872984 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1873072.750000 Penalty: 11225.621094
	Iteration 8Q: 3 clusters Score -1873073 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1873133.250000 Penalty: 11225.621094
	Iteration 9Q: 3 clusters Score -1873133 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1873218.250000 Penalty: 11225.621094
	Iteration 10Q: 3 clusters Score -1873218 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1873284.125000 Penalty: 11225.621094
	Iteration 11Q: 3 clusters Score -1873284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1873349.625000 Penalty: 11225.621094
	Iteration 12Q: 3 clusters Score -1873350 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1873397.750000 Penalty: 11225.621094
	Iteration 13Q: 3 clusters Score -1873398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1873451.875000 Penalty: 11225.621094
	Iteration 14Q: 3 clusters Score -1873452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1873491.500000 Penalty: 11225.621094
	Iteration 15Q: 3 clusters Score -1873492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1873520.375000 Penalty: 11225.621094
	Iteration 16Q: 3 clusters Score -1873520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1873552.375000 Penalty: 11225.621094
	Iteration 17Q: 3 clusters Score -1873552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1873586.250000 Penalty: 11225.621094
	Iteration 18Q: 3 clusters Score -1873586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1873621.250000 Penalty: 11225.621094
	Iteration 19Q: 3 clusters Score -1873621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1873648.375000 Penalty: 11225.621094
	Iteration 20F: 3 clusters Score -1873648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1873678.625000 Penalty: 11225.621094
	Iteration 21Q: 3 clusters Score -1873679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1873698.000000 Penalty: 11225.621094
	Iteration 22Q: 3 clusters Score -1873698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1873714.375000 Penalty: 11225.621094
	Iteration 23Q: 3 clusters Score -1873714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1873746.125000 Penalty: 11225.621094
	Iteration 24Q: 3 clusters Score -1873746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1873779.500000 Penalty: 11225.621094
	Iteration 25Q: 3 clusters Score -1873780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1873813.125000 Penalty: 11225.621094
	Iteration 26Q: 3 clusters Score -1873813 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1873832.875000 Penalty: 11225.621094
	Iteration 27Q: 3 clusters Score -1873833 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1873858.250000 Penalty: 11225.621094
	Iteration 28Q: 3 clusters Score -1873858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1873871.000000 Penalty: 11225.621094
	Iteration 29Q: 3 clusters Score -1873871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1873891.500000 Penalty: 11225.621094
	Iteration 30Q: 3 clusters Score -1873892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1873903.375000 Penalty: 11225.621094
	Iteration 31Q: 3 clusters Score -1873903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1873915.250000 Penalty: 11225.621094
	Iteration 32Q: 3 clusters Score -1873915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1873927.750000 Penalty: 11225.621094
	Iteration 33Q: 3 clusters Score -1873928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1873940.000000 Penalty: 11225.621094
	Iteration 34Q: 3 clusters Score -1873940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1873956.500000 Penalty: 11225.621094
	Iteration 35Q: 3 clusters Score -1873956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1873966.750000 Penalty: 11225.621094
	Iteration 36Q: 3 clusters Score -1873967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1873978.875000 Penalty: 11225.621094
	Iteration 37Q: 3 clusters Score -1873979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1873998.625000 Penalty: 11225.621094
	Iteration 38Q: 3 clusters Score -1873999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1874012.500000 Penalty: 11225.621094
	Iteration 39Q: 3 clusters Score -1874012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1874023.375000 Penalty: 11225.621094
	Iteration 40F: 3 clusters Score -1874023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1874038.750000 Penalty: 11225.621094
	Iteration 41Q: 3 clusters Score -1874039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1874049.375000 Penalty: 11225.621094
	Iteration 42Q: 3 clusters Score -1874049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1874067.250000 Penalty: 11225.621094
	Iteration 43Q: 3 clusters Score -1874067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1874089.500000 Penalty: 11225.621094
	Iteration 44Q: 3 clusters Score -1874090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1874107.750000 Penalty: 11225.621094
	Iteration 45Q: 3 clusters Score -1874108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1874134.250000 Penalty: 11225.621094
	Iteration 46Q: 3 clusters Score -1874134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1874156.250000 Penalty: 11225.621094
	Iteration 47Q: 3 clusters Score -1874156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1874182.000000 Penalty: 11225.621094
	Iteration 48Q: 3 clusters Score -1874182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1874197.875000 Penalty: 11225.621094
	Iteration 49Q: 3 clusters Score -1874198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1874218.375000 Penalty: 11225.621094
	Iteration 50Q: 3 clusters Score -1874218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1874235.750000 Penalty: 11225.621094
	Iteration 51Q: 3 clusters Score -1874236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1874255.500000 Penalty: 11225.621094
	Iteration 52Q: 3 clusters Score -1874256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1874278.625000 Penalty: 11225.621094
	Iteration 53Q: 3 clusters Score -1874279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1874311.625000 Penalty: 11225.621094
	Iteration 54Q: 3 clusters Score -1874312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1874321.000000 Penalty: 11225.621094
	Iteration 55Q: 3 clusters Score -1874321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1874344.125000 Penalty: 11225.621094
	Iteration 56Q: 3 clusters Score -1874344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1874373.625000 Penalty: 11225.621094
	Iteration 57Q: 3 clusters Score -1874374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1874394.625000 Penalty: 11225.621094
	Iteration 58Q: 3 clusters Score -1874395 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1874422.750000 Penalty: 11225.621094
	Iteration 59Q: 3 clusters Score -1874423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1874440.750000 Penalty: 11225.621094
	Iteration 60F: 3 clusters Score -1874441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1874462.625000 Penalty: 11225.621094
	Iteration 61Q: 3 clusters Score -1874463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1874484.000000 Penalty: 11225.621094
	Iteration 62Q: 3 clusters Score -1874484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1874501.000000 Penalty: 11225.621094
	Iteration 63Q: 3 clusters Score -1874501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1874510.500000 Penalty: 11225.621094
	Iteration 64Q: 3 clusters Score -1874510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1874527.375000 Penalty: 11225.621094
	Iteration 65Q: 3 clusters Score -1874527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1874547.250000 Penalty: 11225.621094
	Iteration 66Q: 3 clusters Score -1874547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1874565.250000 Penalty: 11225.621094
	Iteration 67Q: 3 clusters Score -1874565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1874587.250000 Penalty: 11225.621094
	Iteration 68Q: 3 clusters Score -1874587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1874602.875000 Penalty: 11225.621094
	Iteration 69Q: 3 clusters Score -1874603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1874620.125000 Penalty: 11225.621094
	Iteration 70Q: 3 clusters Score -1874620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1874627.250000 Penalty: 11225.621094
	Iteration 71Q: 3 clusters Score -1874627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1874644.625000 Penalty: 11225.621094
	Iteration 72Q: 3 clusters Score -1874645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1874652.750000 Penalty: 11225.621094
	Iteration 73Q: 3 clusters Score -1874653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1874658.375000 Penalty: 11225.621094
	Iteration 74Q: 3 clusters Score -1874658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1874670.625000 Penalty: 11225.621094
	Iteration 75Q: 3 clusters Score -1874671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1874694.625000 Penalty: 11225.621094
	Iteration 76Q: 3 clusters Score -1874695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1874706.750000 Penalty: 11225.621094
	Iteration 77Q: 3 clusters Score -1874707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1874727.375000 Penalty: 11225.621094
	Iteration 78Q: 3 clusters Score -1874727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1874735.875000 Penalty: 11225.621094
	Iteration 79Q: 3 clusters Score -1874736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1874749.750000 Penalty: 11225.621094
	Iteration 80F: 3 clusters Score -1874750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1874763.625000 Penalty: 11225.621094
	Iteration 81Q: 3 clusters Score -1874764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1874777.125000 Penalty: 11225.621094
	Iteration 82Q: 3 clusters Score -1874777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1874780.000000 Penalty: 11225.621094
	Iteration 83Q: 3 clusters Score -1874780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1874782.375000 Penalty: 11225.621094
	Iteration 84Q: 3 clusters Score -1874782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1874790.500000 Penalty: 11225.621094
	Iteration 85Q: 3 clusters Score -1874790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1874797.125000 Penalty: 11225.621094
	Iteration 86Q: 3 clusters Score -1874797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1874804.500000 Penalty: 11225.621094
	Iteration 87Q: 3 clusters Score -1874804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1874800.250000 Penalty: 11225.621094
	Iteration 88Q: 3 clusters Score -1874800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1874806.125000 Penalty: 11225.621094
	Iteration 89Q: 3 clusters Score -1874806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1874816.125000 Penalty: 11225.621094
	Iteration 90Q: 3 clusters Score -1874816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1874818.000000 Penalty: 11225.621094
	Iteration 91Q: 3 clusters Score -1874818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1874815.125000 Penalty: 11225.621094
	Iteration 92Q: 3 clusters Score -1874815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1874823.375000 Penalty: 11225.621094
	Iteration 93Q: 3 clusters Score -1874823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1874822.125000 Penalty: 11225.621094
	Iteration 94Q: 3 clusters Score -1874822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1874827.250000 Penalty: 11225.621094
	Iteration 95Q: 3 clusters Score -1874827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1874829.750000 Penalty: 11225.621094
	Iteration 96Q: 3 clusters Score -1874830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1874837.125000 Penalty: 11225.621094
	Iteration 97Q: 3 clusters Score -1874837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1874833.500000 Penalty: 11225.621094
	Iteration 98Q: 3 clusters Score -1874834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1874842.250000 Penalty: 11225.621094
	Iteration 99Q: 3 clusters Score -1874842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1874845.625000 Penalty: 11225.621094
	Iteration 100F: 3 clusters Score -1874846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1874843.625000 Penalty: 11225.621094
	Iteration 101Q: 3 clusters Score -1874844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1874848.250000 Penalty: 11225.621094
	Iteration 102Q: 3 clusters Score -1874848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1874845.375000 Penalty: 11225.621094
	Iteration 103Q: 3 clusters Score -1874845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1874856.375000 Penalty: 11225.621094
	Iteration 104Q: 3 clusters Score -1874856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1874853.000000 Penalty: 11225.621094
	Iteration 105Q: 3 clusters Score -1874853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1874858.875000 Penalty: 11225.621094
	Iteration 106Q: 3 clusters Score -1874859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1874862.625000 Penalty: 11225.621094
	Iteration 107Q: 3 clusters Score -1874863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1874872.500000 Penalty: 11225.621094
	Iteration 108Q: 3 clusters Score -1874872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1874870.875000 Penalty: 11225.621094
	Iteration 109Q: 3 clusters Score -1874871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1874876.375000 Penalty: 11225.621094
	Iteration 110Q: 3 clusters Score -1874876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1874884.125000 Penalty: 11225.621094
	Iteration 111Q: 3 clusters Score -1874884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1874889.875000 Penalty: 11225.621094
	Iteration 112Q: 3 clusters Score -1874890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1874892.000000 Penalty: 11225.621094
	Iteration 113Q: 3 clusters Score -1874892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1874892.000000 Penalty: 11225.621094
	Iteration 114Q: 3 clusters Score -1874892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1874893.000000 Penalty: 11225.621094
	Iteration 115Q: 3 clusters Score -1874893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1874894.875000 Penalty: 11225.621094
	Iteration 116Q: 3 clusters Score -1874895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1874898.875000 Penalty: 11225.621094
	Iteration 117Q: 3 clusters Score -1874899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1874899.125000 Penalty: 11225.621094
	Iteration 118Q: 3 clusters Score -1874899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1874903.125000 Penalty: 11225.621094
	Iteration 119Q: 3 clusters Score -1874903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1874907.500000 Penalty: 11225.621094
	Iteration 120F: 3 clusters Score -1874908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1874908.625000 Penalty: 11225.621094
	Iteration 121Q: 3 clusters Score -1874909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1874911.625000 Penalty: 11225.621094
	Iteration 122Q: 3 clusters Score -1874912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1874909.250000 Penalty: 11225.621094
	Iteration 123Q: 3 clusters Score -1874909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1874916.875000 Penalty: 11225.621094
	Iteration 124Q: 3 clusters Score -1874917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1874916.625000 Penalty: 11225.621094
	Iteration 125Q: 3 clusters Score -1874917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1874920.000000 Penalty: 11225.621094
	Iteration 126Q: 3 clusters Score -1874920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1874917.500000 Penalty: 11225.621094
	Iteration 127Q: 3 clusters Score -1874918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1874918.875000 Penalty: 11225.621094
	Iteration 128Q: 3 clusters Score -1874919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1874917.875000 Penalty: 11225.621094
	Iteration 129Q: 3 clusters Score -1874918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1874917.875000 Penalty: 11225.621094
	Iteration 130F: 3 clusters Score -1874918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Entering Unmasked Estep 
Score: -1806682.750000 Penalty: 5593.383301
	Iteration 0F: 2 clusters Score -1806683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1796999.250000 Penalty: 11186.766602
	Iteration 0F: 3 clusters Score -1796999 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1799011.375000 Penalty: 11186.766602
	Iteration 1F: 3 clusters Score -1799011 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1799455.250000 Penalty: 11186.766602
	Iteration 2F: 3 clusters Score -1799455 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1799719.000000 Penalty: 11186.766602
	Iteration 3Q: 3 clusters Score -1799719 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1799928.500000 Penalty: 11186.766602
	Iteration 4Q: 3 clusters Score -1799928 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1800075.625000 Penalty: 11186.766602
	Iteration 5Q: 3 clusters Score -1800076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1800184.250000 Penalty: 11186.766602
	Iteration 6Q: 3 clusters Score -1800184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1800259.875000 Penalty: 11186.766602
	Iteration 7Q: 3 clusters Score -1800260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1800327.000000 Penalty: 11186.766602
	Iteration 8Q: 3 clusters Score -1800327 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1800394.500000 Penalty: 11186.766602
	Iteration 9Q: 3 clusters Score -1800394 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1800461.250000 Penalty: 11186.766602
	Iteration 10Q: 3 clusters Score -1800461 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1800507.625000 Penalty: 11186.766602
	Iteration 11Q: 3 clusters Score -1800508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1800540.750000 Penalty: 11186.766602
	Iteration 12Q: 3 clusters Score -1800541 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1800569.125000 Penalty: 11186.766602
	Iteration 13Q: 3 clusters Score -1800569 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1800591.125000 Penalty: 11186.766602
	Iteration 14Q: 3 clusters Score -1800591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1800616.000000 Penalty: 11186.766602
	Iteration 15Q: 3 clusters Score -1800616 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1800649.750000 Penalty: 11186.766602
	Iteration 16Q: 3 clusters Score -1800650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1800676.375000 Penalty: 11186.766602
	Iteration 17Q: 3 clusters Score -1800676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1800695.875000 Penalty: 11186.766602
	Iteration 18Q: 3 clusters Score -1800696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1800708.625000 Penalty: 11186.766602
	Iteration 19Q: 3 clusters Score -1800709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1800722.750000 Penalty: 11186.766602
	Iteration 20F: 3 clusters Score -1800723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1800738.750000 Penalty: 11186.766602
	Iteration 21Q: 3 clusters Score -1800739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1800753.375000 Penalty: 11186.766602
	Iteration 22Q: 3 clusters Score -1800753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1800765.875000 Penalty: 11186.766602
	Iteration 23Q: 3 clusters Score -1800766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1800776.500000 Penalty: 11186.766602
	Iteration 24Q: 3 clusters Score -1800776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1800790.750000 Penalty: 11186.766602
	Iteration 25Q: 3 clusters Score -1800791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1800798.125000 Penalty: 11186.766602
	Iteration 26Q: 3 clusters Score -1800798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1800812.750000 Penalty: 11186.766602
	Iteration 27Q: 3 clusters Score -1800813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1800816.250000 Penalty: 11186.766602
	Iteration 28Q: 3 clusters Score -1800816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1800830.375000 Penalty: 11186.766602
	Iteration 29Q: 3 clusters Score -1800830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1800843.875000 Penalty: 11186.766602
	Iteration 30Q: 3 clusters Score -1800844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1800844.875000 Penalty: 11186.766602
	Iteration 31Q: 3 clusters Score -1800845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1800854.500000 Penalty: 11186.766602
	Iteration 32Q: 3 clusters Score -1800854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1800864.000000 Penalty: 11186.766602
	Iteration 33Q: 3 clusters Score -1800864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1800866.125000 Penalty: 11186.766602
	Iteration 34Q: 3 clusters Score -1800866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1800875.625000 Penalty: 11186.766602
	Iteration 35Q: 3 clusters Score -1800876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1800884.750000 Penalty: 11186.766602
	Iteration 36Q: 3 clusters Score -1800885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1800888.750000 Penalty: 11186.766602
	Iteration 37Q: 3 clusters Score -1800889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1800895.375000 Penalty: 11186.766602
	Iteration 38Q: 3 clusters Score -1800895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1800908.500000 Penalty: 11186.766602
	Iteration 39Q: 3 clusters Score -1800908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1800912.375000 Penalty: 11186.766602
	Iteration 40F: 3 clusters Score -1800912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1800918.625000 Penalty: 11186.766602
	Iteration 41Q: 3 clusters Score -1800919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1800926.500000 Penalty: 11186.766602
	Iteration 42Q: 3 clusters Score -1800926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1800937.625000 Penalty: 11186.766602
	Iteration 43Q: 3 clusters Score -1800938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1800942.250000 Penalty: 11186.766602
	Iteration 44Q: 3 clusters Score -1800942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1800951.500000 Penalty: 11186.766602
	Iteration 45Q: 3 clusters Score -1800952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1800958.750000 Penalty: 11186.766602
	Iteration 46Q: 3 clusters Score -1800959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1800964.625000 Penalty: 11186.766602
	Iteration 47Q: 3 clusters Score -1800965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1800981.250000 Penalty: 11186.766602
	Iteration 48Q: 3 clusters Score -1800981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1800993.750000 Penalty: 11186.766602
	Iteration 49Q: 3 clusters Score -1800994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1801009.375000 Penalty: 11186.766602
	Iteration 50Q: 3 clusters Score -1801009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1801015.250000 Penalty: 11186.766602
	Iteration 51Q: 3 clusters Score -1801015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1801024.125000 Penalty: 11186.766602
	Iteration 52Q: 3 clusters Score -1801024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1801034.125000 Penalty: 11186.766602
	Iteration 53Q: 3 clusters Score -1801034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1801042.125000 Penalty: 11186.766602
	Iteration 54Q: 3 clusters Score -1801042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1801048.500000 Penalty: 11186.766602
	Iteration 55Q: 3 clusters Score -1801048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1801062.500000 Penalty: 11186.766602
	Iteration 56Q: 3 clusters Score -1801062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1801074.625000 Penalty: 11186.766602
	Iteration 57Q: 3 clusters Score -1801075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1801088.125000 Penalty: 11186.766602
	Iteration 58Q: 3 clusters Score -1801088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1801101.625000 Penalty: 11186.766602
	Iteration 59Q: 3 clusters Score -1801102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1801119.000000 Penalty: 11186.766602
	Iteration 60F: 3 clusters Score -1801119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1801127.500000 Penalty: 11186.766602
	Iteration 61Q: 3 clusters Score -1801128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1801136.250000 Penalty: 11186.766602
	Iteration 62Q: 3 clusters Score -1801136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1801148.500000 Penalty: 11186.766602
	Iteration 63Q: 3 clusters Score -1801148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1801163.500000 Penalty: 11186.766602
	Iteration 64Q: 3 clusters Score -1801164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1801183.250000 Penalty: 11186.766602
	Iteration 65Q: 3 clusters Score -1801183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1801196.875000 Penalty: 11186.766602
	Iteration 66Q: 3 clusters Score -1801197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1801212.875000 Penalty: 11186.766602
	Iteration 67Q: 3 clusters Score -1801213 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1801234.750000 Penalty: 11186.766602
	Iteration 68Q: 3 clusters Score -1801235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1801255.500000 Penalty: 11186.766602
	Iteration 69Q: 3 clusters Score -1801256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1801269.125000 Penalty: 11186.766602
	Iteration 70Q: 3 clusters Score -1801269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1801280.125000 Penalty: 11186.766602
	Iteration 71Q: 3 clusters Score -1801280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1801294.375000 Penalty: 11186.766602
	Iteration 72Q: 3 clusters Score -1801294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1801315.125000 Penalty: 11186.766602
	Iteration 73Q: 3 clusters Score -1801315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1801324.125000 Penalty: 11186.766602
	Iteration 74Q: 3 clusters Score -1801324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1801343.500000 Penalty: 11186.766602
	Iteration 75Q: 3 clusters Score -1801344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1801371.250000 Penalty: 11186.766602
	Iteration 76Q: 3 clusters Score -1801371 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1801395.250000 Penalty: 11186.766602
	Iteration 77Q: 3 clusters Score -1801395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1801421.375000 Penalty: 11186.766602
	Iteration 78Q: 3 clusters Score -1801421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1801448.875000 Penalty: 11186.766602
	Iteration 79Q: 3 clusters Score -1801449 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1801480.750000 Penalty: 11186.766602
	Iteration 80F: 3 clusters Score -1801481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1801501.250000 Penalty: 11186.766602
	Iteration 81Q: 3 clusters Score -1801501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1801527.250000 Penalty: 11186.766602
	Iteration 82Q: 3 clusters Score -1801527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1801564.375000 Penalty: 11186.766602
	Iteration 83Q: 3 clusters Score -1801564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1801600.500000 Penalty: 11186.766602
	Iteration 84Q: 3 clusters Score -1801600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1801640.125000 Penalty: 11186.766602
	Iteration 85Q: 3 clusters Score -1801640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1801676.000000 Penalty: 11186.766602
	Iteration 86Q: 3 clusters Score -1801676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1801712.125000 Penalty: 11186.766602
	Iteration 87Q: 3 clusters Score -1801712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1801749.750000 Penalty: 11186.766602
	Iteration 88Q: 3 clusters Score -1801750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1801808.125000 Penalty: 11186.766602
	Iteration 89Q: 3 clusters Score -1801808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1801858.000000 Penalty: 11186.766602
	Iteration 90Q: 3 clusters Score -1801858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1801901.000000 Penalty: 11186.766602
	Iteration 91Q: 3 clusters Score -1801901 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1801946.625000 Penalty: 11186.766602
	Iteration 92Q: 3 clusters Score -1801947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1801992.625000 Penalty: 11186.766602
	Iteration 93Q: 3 clusters Score -1801993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1802045.500000 Penalty: 11186.766602
	Iteration 94Q: 3 clusters Score -1802046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1802086.750000 Penalty: 11186.766602
	Iteration 95Q: 3 clusters Score -1802087 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1802111.750000 Penalty: 11186.766602
	Iteration 96Q: 3 clusters Score -1802112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1802149.500000 Penalty: 11186.766602
	Iteration 97Q: 3 clusters Score -1802150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1802200.250000 Penalty: 11186.766602
	Iteration 98Q: 3 clusters Score -1802200 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1802262.625000 Penalty: 11186.766602
	Iteration 99Q: 3 clusters Score -1802263 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1802319.125000 Penalty: 11186.766602
	Iteration 100F: 3 clusters Score -1802319 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1802403.375000 Penalty: 11186.766602
	Iteration 101Q: 3 clusters Score -1802403 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1802492.750000 Penalty: 11186.766602
	Iteration 102Q: 3 clusters Score -1802493 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1802610.500000 Penalty: 11186.766602
	Iteration 103Q: 3 clusters Score -1802610 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1802722.750000 Penalty: 11186.766602
	Iteration 104Q: 3 clusters Score -1802723 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1802812.625000 Penalty: 11186.766602
	Iteration 105Q: 3 clusters Score -1802813 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1802903.125000 Penalty: 11186.766602
	Iteration 106Q: 3 clusters Score -1802903 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1802992.000000 Penalty: 11186.766602
	Iteration 107Q: 3 clusters Score -1802992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1803100.125000 Penalty: 11186.766602
	Iteration 108Q: 3 clusters Score -1803100 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1803198.125000 Penalty: 11186.766602
	Iteration 109Q: 3 clusters Score -1803198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1803284.125000 Penalty: 11186.766602
	Iteration 110Q: 3 clusters Score -1803284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1803382.000000 Penalty: 11186.766602
	Iteration 111Q: 3 clusters Score -1803382 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1803494.250000 Penalty: 11186.766602
	Iteration 112Q: 3 clusters Score -1803494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1803587.000000 Penalty: 11186.766602
	Iteration 113Q: 3 clusters Score -1803587 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1803672.625000 Penalty: 11186.766602
	Iteration 114Q: 3 clusters Score -1803673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1803758.250000 Penalty: 11186.766602
	Iteration 115Q: 3 clusters Score -1803758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1803829.750000 Penalty: 11186.766602
	Iteration 116Q: 3 clusters Score -1803830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1803896.000000 Penalty: 11186.766602
	Iteration 117Q: 3 clusters Score -1803896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1803950.000000 Penalty: 11186.766602
	Iteration 118Q: 3 clusters Score -1803950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1803998.625000 Penalty: 11186.766602
	Iteration 119Q: 3 clusters Score -1803999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1804042.000000 Penalty: 11186.766602
	Iteration 120F: 3 clusters Score -1804042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1804075.000000 Penalty: 11186.766602
	Iteration 121Q: 3 clusters Score -1804075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1804109.375000 Penalty: 11186.766602
	Iteration 122Q: 3 clusters Score -1804109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1804147.000000 Penalty: 11186.766602
	Iteration 123Q: 3 clusters Score -1804147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1804181.375000 Penalty: 11186.766602
	Iteration 124Q: 3 clusters Score -1804181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1804213.500000 Penalty: 11186.766602
	Iteration 125Q: 3 clusters Score -1804214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1804229.750000 Penalty: 11186.766602
	Iteration 126Q: 3 clusters Score -1804230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1804258.625000 Penalty: 11186.766602
	Iteration 127Q: 3 clusters Score -1804259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1804280.125000 Penalty: 11186.766602
	Iteration 128Q: 3 clusters Score -1804280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1804311.125000 Penalty: 11186.766602
	Iteration 129Q: 3 clusters Score -1804311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1804349.500000 Penalty: 11186.766602
	Iteration 130Q: 3 clusters Score -1804350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1804382.125000 Penalty: 11186.766602
	Iteration 131Q: 3 clusters Score -1804382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1804423.250000 Penalty: 11186.766602
	Iteration 132Q: 3 clusters Score -1804423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1804465.375000 Penalty: 11186.766602
	Iteration 133Q: 3 clusters Score -1804465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1804503.750000 Penalty: 11186.766602
	Iteration 134Q: 3 clusters Score -1804504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1804528.125000 Penalty: 11186.766602
	Iteration 135Q: 3 clusters Score -1804528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1804534.875000 Penalty: 11186.766602
	Iteration 136Q: 3 clusters Score -1804535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1804540.500000 Penalty: 11186.766602
	Iteration 137Q: 3 clusters Score -1804540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1804545.875000 Penalty: 11186.766602
	Iteration 138Q: 3 clusters Score -1804546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1804548.000000 Penalty: 11186.766602
	Iteration 139Q: 3 clusters Score -1804548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1804546.125000 Penalty: 11186.766602
	Iteration 140F: 3 clusters Score -1804546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1804545.000000 Penalty: 11186.766602
	Iteration 141Q: 3 clusters Score -1804545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1804548.000000 Penalty: 11186.766602
	Iteration 142Q: 3 clusters Score -1804548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1804551.500000 Penalty: 11186.766602
	Iteration 143Q: 3 clusters Score -1804552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1804551.500000 Penalty: 11186.766602
	Iteration 144F: 3 clusters Score -1804552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Entering Unmasked Estep 
Score: -1573622.625000 Penalty: 5486.080566
	Iteration 0F: 2 clusters Score -1573623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1564869.500000 Penalty: 10972.161133
	Iteration 0F: 3 clusters Score -1564870 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1566564.875000 Penalty: 10972.161133
	Iteration 1F: 3 clusters Score -1566565 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1566945.625000 Penalty: 10972.161133
	Iteration 2F: 3 clusters Score -1566946 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1567203.000000 Penalty: 10972.161133
	Iteration 3Q: 3 clusters Score -1567203 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1567420.875000 Penalty: 10972.161133
	Iteration 4Q: 3 clusters Score -1567421 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1567635.250000 Penalty: 10972.161133
	Iteration 5Q: 3 clusters Score -1567635 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1567854.000000 Penalty: 10972.161133
	Iteration 6Q: 3 clusters Score -1567854 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1568060.250000 Penalty: 10972.161133
	Iteration 7Q: 3 clusters Score -1568060 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1568296.875000 Penalty: 10972.161133
	Iteration 8Q: 3 clusters Score -1568297 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1568576.000000 Penalty: 10972.161133
	Iteration 9Q: 3 clusters Score -1568576 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1568841.625000 Penalty: 10972.161133
	Iteration 10Q: 3 clusters Score -1568842 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1569101.625000 Penalty: 10972.161133
	Iteration 11Q: 3 clusters Score -1569102 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1569365.000000 Penalty: 10972.161133
	Iteration 12Q: 3 clusters Score -1569365 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1569576.250000 Penalty: 10972.161133
	Iteration 13Q: 3 clusters Score -1569576 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1569761.500000 Penalty: 10972.161133
	Iteration 14Q: 3 clusters Score -1569762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1569869.000000 Penalty: 10972.161133
	Iteration 15Q: 3 clusters Score -1569869 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1569943.625000 Penalty: 10972.161133
	Iteration 16Q: 3 clusters Score -1569944 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1570004.625000 Penalty: 10972.161133
	Iteration 17Q: 3 clusters Score -1570005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1570034.375000 Penalty: 10972.161133
	Iteration 18Q: 3 clusters Score -1570034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1570055.125000 Penalty: 10972.161133
	Iteration 19Q: 3 clusters Score -1570055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1570069.125000 Penalty: 10972.161133
	Iteration 20F: 3 clusters Score -1570069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1570079.250000 Penalty: 10972.161133
	Iteration 21Q: 3 clusters Score -1570079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1570083.500000 Penalty: 10972.161133
	Iteration 22Q: 3 clusters Score -1570084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1570091.000000 Penalty: 10972.161133
	Iteration 23Q: 3 clusters Score -1570091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1570096.375000 Penalty: 10972.161133
	Iteration 24Q: 3 clusters Score -1570096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1570104.625000 Penalty: 10972.161133
	Iteration 25Q: 3 clusters Score -1570105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1570110.000000 Penalty: 10972.161133
	Iteration 26Q: 3 clusters Score -1570110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1570114.625000 Penalty: 10972.161133
	Iteration 27Q: 3 clusters Score -1570115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1570115.000000 Penalty: 10972.161133
	Iteration 28Q: 3 clusters Score -1570115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1570118.125000 Penalty: 10972.161133
	Iteration 29Q: 3 clusters Score -1570118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1570120.500000 Penalty: 10972.161133
	Iteration 30Q: 3 clusters Score -1570120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1570122.250000 Penalty: 10972.161133
	Iteration 31Q: 3 clusters Score -1570122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1570124.375000 Penalty: 10972.161133
	Iteration 32Q: 3 clusters Score -1570124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1570129.375000 Penalty: 10972.161133
	Iteration 33Q: 3 clusters Score -1570129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1570130.000000 Penalty: 10972.161133
	Iteration 34Q: 3 clusters Score -1570130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1570125.125000 Penalty: 10972.161133
	Iteration 35Q: 3 clusters Score -1570125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1570125.125000 Penalty: 10972.161133
	Iteration 36F: 3 clusters Score -1570125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Entering Unmasked Estep 
Score: -2377472.250000 Penalty: 5753.107910
	Iteration 0F: 2 clusters Score -2377472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2366071.000000 Penalty: 11506.215820
	Iteration 0F: 3 clusters Score -2366071 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2368680.250000 Penalty: 11506.215820
	Iteration 1F: 3 clusters Score -2368680 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2369196.000000 Penalty: 11506.215820
	Iteration 2F: 3 clusters Score -2369196 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2369547.000000 Penalty: 11506.215820
	Iteration 3Q: 3 clusters Score -2369547 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2369796.500000 Penalty: 11506.215820
	Iteration 4Q: 3 clusters Score -2369796 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2370006.500000 Penalty: 11506.215820
	Iteration 5Q: 3 clusters Score -2370006 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2370175.250000 Penalty: 11506.215820
	Iteration 6Q: 3 clusters Score -2370175 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2370355.000000 Penalty: 11506.215820
	Iteration 7Q: 3 clusters Score -2370355 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2370528.500000 Penalty: 11506.215820
	Iteration 8Q: 3 clusters Score -2370528 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2370691.500000 Penalty: 11506.215820
	Iteration 9Q: 3 clusters Score -2370692 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2370861.500000 Penalty: 11506.215820
	Iteration 10Q: 3 clusters Score -2370862 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2371026.500000 Penalty: 11506.215820
	Iteration 11Q: 3 clusters Score -2371026 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2371189.750000 Penalty: 11506.215820
	Iteration 12Q: 3 clusters Score -2371190 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2371377.250000 Penalty: 11506.215820
	Iteration 13Q: 3 clusters Score -2371377 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2371598.250000 Penalty: 11506.215820
	Iteration 14Q: 3 clusters Score -2371598 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2371844.500000 Penalty: 11506.215820
	Iteration 15Q: 3 clusters Score -2371844 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2372070.500000 Penalty: 11506.215820
	Iteration 16Q: 3 clusters Score -2372070 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2372286.000000 Penalty: 11506.215820
	Iteration 17Q: 3 clusters Score -2372286 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2372552.000000 Penalty: 11506.215820
	Iteration 18Q: 3 clusters Score -2372552 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2372761.250000 Penalty: 11506.215820
	Iteration 19Q: 3 clusters Score -2372761 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2372944.000000 Penalty: 11506.215820
	Iteration 20F: 3 clusters Score -2372944 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2373095.000000 Penalty: 11506.215820
	Iteration 21Q: 3 clusters Score -2373095 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2373203.000000 Penalty: 11506.215820
	Iteration 22Q: 3 clusters Score -2373203 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2373288.000000 Penalty: 11506.215820
	Iteration 23Q: 3 clusters Score -2373288 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2373354.750000 Penalty: 11506.215820
	Iteration 24Q: 3 clusters Score -2373355 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2373416.000000 Penalty: 11506.215820
	Iteration 25Q: 3 clusters Score -2373416 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2373475.250000 Penalty: 11506.215820
	Iteration 26Q: 3 clusters Score -2373475 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2373524.500000 Penalty: 11506.215820
	Iteration 27Q: 3 clusters Score -2373524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2373566.500000 Penalty: 11506.215820
	Iteration 28Q: 3 clusters Score -2373566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2373588.750000 Penalty: 11506.215820
	Iteration 29Q: 3 clusters Score -2373589 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2373620.250000 Penalty: 11506.215820
	Iteration 30Q: 3 clusters Score -2373620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2373648.000000 Penalty: 11506.215820
	Iteration 31Q: 3 clusters Score -2373648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2373659.250000 Penalty: 11506.215820
	Iteration 32Q: 3 clusters Score -2373659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2373677.250000 Penalty: 11506.215820
	Iteration 33Q: 3 clusters Score -2373677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2373678.500000 Penalty: 11506.215820
	Iteration 34Q: 3 clusters Score -2373678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2373688.250000 Penalty: 11506.215820
	Iteration 35Q: 3 clusters Score -2373688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2373699.250000 Penalty: 11506.215820
	Iteration 36Q: 3 clusters Score -2373699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2373708.750000 Penalty: 11506.215820
	Iteration 37Q: 3 clusters Score -2373709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2373715.500000 Penalty: 11506.215820
	Iteration 38Q: 3 clusters Score -2373716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2373731.750000 Penalty: 11506.215820
	Iteration 39Q: 3 clusters Score -2373732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2373735.000000 Penalty: 11506.215820
	Iteration 40F: 3 clusters Score -2373735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2373749.750000 Penalty: 11506.215820
	Iteration 41Q: 3 clusters Score -2373750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2373752.250000 Penalty: 11506.215820
	Iteration 42Q: 3 clusters Score -2373752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2373757.250000 Penalty: 11506.215820
	Iteration 43Q: 3 clusters Score -2373757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2373770.000000 Penalty: 11506.215820
	Iteration 44Q: 3 clusters Score -2373770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2373771.000000 Penalty: 11506.215820
	Iteration 45Q: 3 clusters Score -2373771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2373774.250000 Penalty: 11506.215820
	Iteration 46Q: 3 clusters Score -2373774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2373779.500000 Penalty: 11506.215820
	Iteration 47Q: 3 clusters Score -2373780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2373787.500000 Penalty: 11506.215820
	Iteration 48Q: 3 clusters Score -2373788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2373786.000000 Penalty: 11506.215820
	Iteration 49Q: 3 clusters Score -2373786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2373792.750000 Penalty: 11506.215820
	Iteration 50Q: 3 clusters Score -2373793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2373795.000000 Penalty: 11506.215820
	Iteration 51Q: 3 clusters Score -2373795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2373801.000000 Penalty: 11506.215820
	Iteration 52Q: 3 clusters Score -2373801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2373810.500000 Penalty: 11506.215820
	Iteration 53Q: 3 clusters Score -2373810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2373818.250000 Penalty: 11506.215820
	Iteration 54Q: 3 clusters Score -2373818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2373822.500000 Penalty: 11506.215820
	Iteration 55Q: 3 clusters Score -2373822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2373820.250000 Penalty: 11506.215820
	Iteration 56Q: 3 clusters Score -2373820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2373822.500000 Penalty: 11506.215820
	Iteration 57Q: 3 clusters Score -2373822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2373827.500000 Penalty: 11506.215820
	Iteration 58Q: 3 clusters Score -2373828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2373831.750000 Penalty: 11506.215820
	Iteration 59Q: 3 clusters Score -2373832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2373841.250000 Penalty: 11506.215820
	Iteration 60F: 3 clusters Score -2373841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2373846.250000 Penalty: 11506.215820
	Iteration 61Q: 3 clusters Score -2373846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2373845.500000 Penalty: 11506.215820
	Iteration 62Q: 3 clusters Score -2373846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2373846.250000 Penalty: 11506.215820
	Iteration 63Q: 3 clusters Score -2373846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2373852.000000 Penalty: 11506.215820
	Iteration 64Q: 3 clusters Score -2373852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2373856.250000 Penalty: 11506.215820
	Iteration 65Q: 3 clusters Score -2373856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2373861.750000 Penalty: 11506.215820
	Iteration 66Q: 3 clusters Score -2373862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2373859.750000 Penalty: 11506.215820
	Iteration 67Q: 3 clusters Score -2373860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2373862.000000 Penalty: 11506.215820
	Iteration 68Q: 3 clusters Score -2373862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2373862.750000 Penalty: 11506.215820
	Iteration 69Q: 3 clusters Score -2373863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2373870.500000 Penalty: 11506.215820
	Iteration 70Q: 3 clusters Score -2373870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2373871.250000 Penalty: 11506.215820
	Iteration 71Q: 3 clusters Score -2373871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2373870.500000 Penalty: 11506.215820
	Iteration 72Q: 3 clusters Score -2373870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2373870.500000 Penalty: 11506.215820
	Iteration 73F: 3 clusters Score -2373870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Entering Unmasked Estep 
Score: -3239807.250000 Penalty: 5929.670410
	Iteration 0F: 2 clusters Score -3239807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3225824.000000 Penalty: 11859.340820
	Iteration 0F: 3 clusters Score -3225824 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3229377.000000 Penalty: 11859.340820
	Iteration 1F: 3 clusters Score -3229377 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3230313.000000 Penalty: 11859.340820
	Iteration 2F: 3 clusters Score -3230313 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3231223.250000 Penalty: 11859.340820
	Iteration 3F: 3 clusters Score -3231223 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3232129.750000 Penalty: 11859.340820
	Iteration 4F: 3 clusters Score -3232130 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3233021.250000 Penalty: 11859.340820
	Iteration 5F: 3 clusters Score -3233021 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3233913.000000 Penalty: 11859.340820
	Iteration 6F: 3 clusters Score -3233913 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3234797.500000 Penalty: 11859.340820
	Iteration 7F: 3 clusters Score -3234798 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3235515.750000 Penalty: 11859.340820
	Iteration 8F: 3 clusters Score -3235516 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3236022.750000 Penalty: 11859.340820
	Iteration 9Q: 3 clusters Score -3236023 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3236441.250000 Penalty: 11859.340820
	Iteration 10Q: 3 clusters Score -3236441 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3236781.000000 Penalty: 11859.340820
	Iteration 11Q: 3 clusters Score -3236781 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3237015.250000 Penalty: 11859.340820
	Iteration 12Q: 3 clusters Score -3237015 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3237163.500000 Penalty: 11859.340820
	Iteration 13Q: 3 clusters Score -3237164 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3237260.000000 Penalty: 11859.340820
	Iteration 14Q: 3 clusters Score -3237260 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3237301.500000 Penalty: 11859.340820
	Iteration 15Q: 3 clusters Score -3237302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3237333.750000 Penalty: 11859.340820
	Iteration 16Q: 3 clusters Score -3237334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3237362.750000 Penalty: 11859.340820
	Iteration 17Q: 3 clusters Score -3237363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3237376.000000 Penalty: 11859.340820
	Iteration 18Q: 3 clusters Score -3237376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3237393.500000 Penalty: 11859.340820
	Iteration 19Q: 3 clusters Score -3237394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3237394.000000 Penalty: 11859.340820
	Iteration 20F: 3 clusters Score -3237394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3237411.500000 Penalty: 11859.340820
	Iteration 21Q: 3 clusters Score -3237412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3237411.000000 Penalty: 11859.340820
	Iteration 22Q: 3 clusters Score -3237411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3237416.750000 Penalty: 11859.340820
	Iteration 23Q: 3 clusters Score -3237417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3237421.250000 Penalty: 11859.340820
	Iteration 24Q: 3 clusters Score -3237421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3237417.000000 Penalty: 11859.340820
	Iteration 25Q: 3 clusters Score -3237417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3237422.250000 Penalty: 11859.340820
	Iteration 26Q: 3 clusters Score -3237422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3237420.500000 Penalty: 11859.340820
	Iteration 27Q: 3 clusters Score -3237420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3237419.000000 Penalty: 11859.340820
	Iteration 28Q: 3 clusters Score -3237419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3237424.000000 Penalty: 11859.340820
	Iteration 29Q: 3 clusters Score -3237424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3237424.000000 Penalty: 11859.340820
	Iteration 30F: 3 clusters Score -3237424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -124092.992188 Penalty: 4017.764160
	Iteration 0F: 2 clusters Score -124093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -120388.132812 Penalty: 8035.528320
	Iteration 0F: 3 clusters Score -120388.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -120811.718750 Penalty: 8035.528320
	Iteration 1F: 3 clusters Score -120811.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -120993.625000 Penalty: 8035.528320
	Iteration 2F: 3 clusters Score -120993.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -121135.765625 Penalty: 8035.528320
	Iteration 3Q: 3 clusters Score -121135.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -121238.242188 Penalty: 8035.528320
	Iteration 4Q: 3 clusters Score -121238.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -121323.031250 Penalty: 8035.528320
	Iteration 5Q: 3 clusters Score -121323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -121361.976562 Penalty: 8035.528320
	Iteration 6Q: 3 clusters Score -121362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -121394.859375 Penalty: 8035.528320
	Iteration 7Q: 3 clusters Score -121394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -121460.289062 Penalty: 8035.528320
	Iteration 8Q: 3 clusters Score -121460.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -121482.226562 Penalty: 8035.528320
	Iteration 9Q: 3 clusters Score -121482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -121498.843750 Penalty: 8035.528320
	Iteration 10Q: 3 clusters Score -121498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -121510.343750 Penalty: 8035.528320
	Iteration 11Q: 3 clusters Score -121510.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -121510.343750 Penalty: 8035.528320
	Iteration 12F: 3 clusters Score -121510.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (101680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Entering Unmasked Estep 
Score: -20878768.000000 Penalty: 7061.871094
	Iteration 0F: 2 clusters Score -2.087877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -20809334.000000 Penalty: 14123.742188
	Iteration 0F: 3 clusters Score -2.080933e+07 nChanged 46452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -20835250.000000 Penalty: 14123.742188
	Iteration 1F: 3 clusters Score -2.083525e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -20836740.000000 Penalty: 14123.742188
	Iteration 2Q: 3 clusters Score -2.083674e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -20838826.000000 Penalty: 14123.742188
	Iteration 3Q: 3 clusters Score -2.083883e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -20841228.000000 Penalty: 14123.742188
	Iteration 4Q: 3 clusters Score -2.084123e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -20843918.000000 Penalty: 14123.742188
	Iteration 5F: 3 clusters Score -2.084392e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -20847482.000000 Penalty: 14123.742188
	Iteration 6F: 3 clusters Score -2.084748e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -20852126.000000 Penalty: 14123.742188
	Iteration 7F: 3 clusters Score -2.085213e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -20857900.000000 Penalty: 14123.742188
	Iteration 8F: 3 clusters Score -2.08579e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -20864180.000000 Penalty: 14123.742188
	Iteration 9F: 3 clusters Score -2.086418e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 86331 members 
Entering Unmasked Estep 
Score: -20870010.000000 Penalty: 14123.742188
	Iteration 10F: 3 clusters Score -2.087001e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -20874954.000000 Penalty: 14123.742188
	Iteration 11Q: 3 clusters Score -2.087495e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -20878716.000000 Penalty: 14123.742188
	Iteration 12Q: 3 clusters Score -2.087872e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -20880754.000000 Penalty: 14123.742188
	Iteration 13Q: 3 clusters Score -2.088075e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 92323 members 
Entering Unmasked Estep 
Score: -20881816.000000 Penalty: 14123.742188
	Iteration 14Q: 3 clusters Score -2.088182e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -20882360.000000 Penalty: 14123.742188
	Iteration 15Q: 3 clusters Score -2.088236e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 92570 members 
Entering Unmasked Estep 
Score: -20882560.000000 Penalty: 14123.742188
	Iteration 16Q: 3 clusters Score -2.088256e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -20882718.000000 Penalty: 14123.742188
	Iteration 17Q: 3 clusters Score -2.088272e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -20882792.000000 Penalty: 14123.742188
	Iteration 18Q: 3 clusters Score -2.088279e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 92643 members 
Entering Unmasked Estep 
Score: -20882864.000000 Penalty: 14123.742188
	Iteration 19Q: 3 clusters Score -2.088286e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -20882900.000000 Penalty: 14123.742188
	Iteration 20F: 3 clusters Score -2.08829e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -20882912.000000 Penalty: 14123.742188
	Iteration 21Q: 3 clusters Score -2.088291e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -20883006.000000 Penalty: 14123.742188
	Iteration 22Q: 3 clusters Score -2.088301e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -20883000.000000 Penalty: 14123.742188
	Iteration 23Q: 3 clusters Score -2.0883e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -20883086.000000 Penalty: 14123.742188
	Iteration 24Q: 3 clusters Score -2.088309e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -20883194.000000 Penalty: 14123.742188
	Iteration 25Q: 3 clusters Score -2.088319e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -20883344.000000 Penalty: 14123.742188
	Iteration 26Q: 3 clusters Score -2.088334e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -20883566.000000 Penalty: 14123.742188
	Iteration 27Q: 3 clusters Score -2.088357e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -20883780.000000 Penalty: 14123.742188
	Iteration 28Q: 3 clusters Score -2.088378e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -20883854.000000 Penalty: 14123.742188
	Iteration 29Q: 3 clusters Score -2.088385e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -20883944.000000 Penalty: 14123.742188
	Iteration 30Q: 3 clusters Score -2.088394e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -20884036.000000 Penalty: 14123.742188
	Iteration 31Q: 3 clusters Score -2.088404e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 90981 members 
Entering Unmasked Estep 
Score: -20884076.000000 Penalty: 14123.742188
	Iteration 32Q: 3 clusters Score -2.088408e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 90896 members 
Entering Unmasked Estep 
Score: -20884110.000000 Penalty: 14123.742188
	Iteration 33Q: 3 clusters Score -2.088411e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -20884134.000000 Penalty: 14123.742188
	Iteration 34Q: 3 clusters Score -2.088413e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -20884152.000000 Penalty: 14123.742188
	Iteration 35Q: 3 clusters Score -2.088415e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -20884160.000000 Penalty: 14123.742188
	Iteration 36Q: 3 clusters Score -2.088416e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 90619 members 
Entering Unmasked Estep 
Score: -20884166.000000 Penalty: 14123.742188
	Iteration 37Q: 3 clusters Score -2.088417e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -20884192.000000 Penalty: 14123.742188
	Iteration 38Q: 3 clusters Score -2.088419e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -20884204.000000 Penalty: 14123.742188
	Iteration 39Q: 3 clusters Score -2.08842e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -20884226.000000 Penalty: 14123.742188
	Iteration 40F: 3 clusters Score -2.088423e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -20884236.000000 Penalty: 14123.742188
	Iteration 41Q: 3 clusters Score -2.088424e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -20884220.000000 Penalty: 14123.742188
	Iteration 42Q: 3 clusters Score -2.088422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 90395 members 
Entering Unmasked Estep 
Score: -20884242.000000 Penalty: 14123.742188
	Iteration 43Q: 3 clusters Score -2.088424e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -20884244.000000 Penalty: 14123.742188
	Iteration 44Q: 3 clusters Score -2.088424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -20884264.000000 Penalty: 14123.742188
	Iteration 45Q: 3 clusters Score -2.088426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -20884262.000000 Penalty: 14123.742188
	Iteration 46Q: 3 clusters Score -2.088426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -20884282.000000 Penalty: 14123.742188
	Iteration 47Q: 3 clusters Score -2.088428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -20884278.000000 Penalty: 14123.742188
	Iteration 48Q: 3 clusters Score -2.088428e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -20884276.000000 Penalty: 14123.742188
	Iteration 49Q: 3 clusters Score -2.088428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 90212 members 
Entering Unmasked Estep 
Score: -20884292.000000 Penalty: 14123.742188
	Iteration 50Q: 3 clusters Score -2.088429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -20884302.000000 Penalty: 14123.742188
	Iteration 51Q: 3 clusters Score -2.08843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -20884304.000000 Penalty: 14123.742188
	Iteration 52Q: 3 clusters Score -2.08843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -20884302.000000 Penalty: 14123.742188
	Iteration 53Q: 3 clusters Score -2.08843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -20884292.000000 Penalty: 14123.742188
	Iteration 54Q: 3 clusters Score -2.088429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -20884278.000000 Penalty: 14123.742188
	Iteration 55Q: 3 clusters Score -2.088428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -20884268.000000 Penalty: 14123.742188
	Iteration 56Q: 3 clusters Score -2.088427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -20884278.000000 Penalty: 14123.742188
	Iteration 57Q: 3 clusters Score -2.088428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 90082 members 
Entering Unmasked Estep 
Score: -20884308.000000 Penalty: 14123.742188
	Iteration 58Q: 3 clusters Score -2.088431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -20884324.000000 Penalty: 14123.742188
	Iteration 59Q: 3 clusters Score -2.088432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -20884340.000000 Penalty: 14123.742188
	Iteration 60F: 3 clusters Score -2.088434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -20884316.000000 Penalty: 14123.742188
	Iteration 61Q: 3 clusters Score -2.088432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -20884328.000000 Penalty: 14123.742188
	Iteration 62Q: 3 clusters Score -2.088433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -20884308.000000 Penalty: 14123.742188
	Iteration 63Q: 3 clusters Score -2.088431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -20884324.000000 Penalty: 14123.742188
	Iteration 64Q: 3 clusters Score -2.088432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -20884342.000000 Penalty: 14123.742188
	Iteration 65Q: 3 clusters Score -2.088434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -20884364.000000 Penalty: 14123.742188
	Iteration 66Q: 3 clusters Score -2.088436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 89990 members 
Entering Unmasked Estep 
Score: -20884362.000000 Penalty: 14123.742188
	Iteration 67Q: 3 clusters Score -2.088436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -20884366.000000 Penalty: 14123.742188
	Iteration 68Q: 3 clusters Score -2.088437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 89975 members 
Entering Unmasked Estep 
Score: -20884374.000000 Penalty: 14123.742188
	Iteration 69Q: 3 clusters Score -2.088437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -20884342.000000 Penalty: 14123.742188
	Iteration 70Q: 3 clusters Score -2.088434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -20884330.000000 Penalty: 14123.742188
	Iteration 71Q: 3 clusters Score -2.088433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -20884328.000000 Penalty: 14123.742188
	Iteration 72Q: 3 clusters Score -2.088433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -20884334.000000 Penalty: 14123.742188
	Iteration 73Q: 3 clusters Score -2.088433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -20884334.000000 Penalty: 14123.742188
	Iteration 74Q: 3 clusters Score -2.088433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -20884342.000000 Penalty: 14123.742188
	Iteration 75Q: 3 clusters Score -2.088434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -20884338.000000 Penalty: 14123.742188
	Iteration 76Q: 3 clusters Score -2.088434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -20884346.000000 Penalty: 14123.742188
	Iteration 77Q: 3 clusters Score -2.088435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -20884346.000000 Penalty: 14123.742188
	Iteration 78F: 3 clusters Score -2.088435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 7761 members 
Mstep: Class 5 contains 89952 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 10 contains 11728 members 
Mstep: Class 11 contains 158211 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 27015 members 
Mstep: Class 15 contains 14910 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 31999 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 22 contains 35378 members 
Entering Unmasked Estep 
Score: -89358248.000000 Penalty: 143314.921875
Splitting cluster 10 changes total score from -89354088.000000 to -89358248.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 11 (158211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158211 members 
Entering Unmasked Estep 
Score: -32567280.000000 Penalty: 7332.656738
	Iteration 0F: 2 clusters Score -3.256728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -32461998.000000 Penalty: 14665.313477
	Iteration 0F: 3 clusters Score -3.2462e+07 nChanged 73478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -32503484.000000 Penalty: 14665.313477
	Iteration 1F: 3 clusters Score -3.250348e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -32505824.000000 Penalty: 14665.313477
	Iteration 2Q: 3 clusters Score -3.250582e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -32508948.000000 Penalty: 14665.313477
	Iteration 3Q: 3 clusters Score -3.250895e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -32514450.000000 Penalty: 14665.313477
	Iteration 4F: 3 clusters Score -3.251445e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -32523212.000000 Penalty: 14665.313477
	Iteration 5F: 3 clusters Score -3.252321e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -32535080.000000 Penalty: 14665.313477
	Iteration 6F: 3 clusters Score -3.253508e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -32547962.000000 Penalty: 14665.313477
	Iteration 7F: 3 clusters Score -3.254796e+07 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96303 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -32558216.000000 Penalty: 14665.313477
	Iteration 8F: 3 clusters Score -3.255822e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -32565252.000000 Penalty: 14665.313477
	Iteration 9F: 3 clusters Score -3.256525e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -32569562.000000 Penalty: 14665.313477
	Iteration 10Q: 3 clusters Score -3.256956e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -32572592.000000 Penalty: 14665.313477
	Iteration 11Q: 3 clusters Score -3.257259e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -32574810.000000 Penalty: 14665.313477
	Iteration 12Q: 3 clusters Score -3.257481e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -32576422.000000 Penalty: 14665.313477
	Iteration 13Q: 3 clusters Score -3.257642e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -32577746.000000 Penalty: 14665.313477
	Iteration 14Q: 3 clusters Score -3.257775e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -32579232.000000 Penalty: 14665.313477
	Iteration 15Q: 3 clusters Score -3.257923e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -32580788.000000 Penalty: 14665.313477
	Iteration 16Q: 3 clusters Score -3.258079e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 83664 members 
Entering Unmasked Estep 
Score: -32582292.000000 Penalty: 14665.313477
	Iteration 17Q: 3 clusters Score -3.258229e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -32584308.000000 Penalty: 14665.313477
	Iteration 18Q: 3 clusters Score -3.258431e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -32586018.000000 Penalty: 14665.313477
	Iteration 19Q: 3 clusters Score -3.258602e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 90568 members 
Entering Unmasked Estep 
Score: -32587788.000000 Penalty: 14665.313477
	Iteration 20F: 3 clusters Score -3.258779e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 92639 members 
Entering Unmasked Estep 
Score: -32589280.000000 Penalty: 14665.313477
	Iteration 21Q: 3 clusters Score -3.258928e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -32590546.000000 Penalty: 14665.313477
	Iteration 22Q: 3 clusters Score -3.259055e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -32591322.000000 Penalty: 14665.313477
	Iteration 23Q: 3 clusters Score -3.259132e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -32592124.000000 Penalty: 14665.313477
	Iteration 24Q: 3 clusters Score -3.259212e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -32592552.000000 Penalty: 14665.313477
	Iteration 25Q: 3 clusters Score -3.259255e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 99196 members 
Entering Unmasked Estep 
Score: -32592802.000000 Penalty: 14665.313477
	Iteration 26Q: 3 clusters Score -3.25928e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 99796 members 
Entering Unmasked Estep 
Score: -32592982.000000 Penalty: 14665.313477
	Iteration 27Q: 3 clusters Score -3.259298e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -32592972.000000 Penalty: 14665.313477
	Iteration 28Q: 3 clusters Score -3.259297e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -32592952.000000 Penalty: 14665.313477
	Iteration 29Q: 3 clusters Score -3.259295e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -32593040.000000 Penalty: 14665.313477
	Iteration 30Q: 3 clusters Score -3.259304e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -32593036.000000 Penalty: 14665.313477
	Iteration 31Q: 3 clusters Score -3.259304e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -32593006.000000 Penalty: 14665.313477
	Iteration 32Q: 3 clusters Score -3.259301e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -32592960.000000 Penalty: 14665.313477
	Iteration 33Q: 3 clusters Score -3.259296e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -32592998.000000 Penalty: 14665.313477
	Iteration 34Q: 3 clusters Score -3.2593e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -32592988.000000 Penalty: 14665.313477
	Iteration 35Q: 3 clusters Score -3.259299e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 101627 members 
Entering Unmasked Estep 
Score: -32592998.000000 Penalty: 14665.313477
	Iteration 36Q: 3 clusters Score -3.2593e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -32592986.000000 Penalty: 14665.313477
	Iteration 37Q: 3 clusters Score -3.259299e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -32592978.000000 Penalty: 14665.313477
	Iteration 38Q: 3 clusters Score -3.259298e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -32592988.000000 Penalty: 14665.313477
	Iteration 39Q: 3 clusters Score -3.259299e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 101880 members 
Entering Unmasked Estep 
Score: -32592978.000000 Penalty: 14665.313477
	Iteration 40F: 3 clusters Score -3.259298e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -32593014.000000 Penalty: 14665.313477
	Iteration 41Q: 3 clusters Score -3.259301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -32592984.000000 Penalty: 14665.313477
	Iteration 42Q: 3 clusters Score -3.259298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 101966 members 
Entering Unmasked Estep 
Score: -32592980.000000 Penalty: 14665.313477
	Iteration 43Q: 3 clusters Score -3.259298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 101984 members 
Entering Unmasked Estep 
Score: -32592978.000000 Penalty: 14665.313477
	Iteration 44Q: 3 clusters Score -3.259298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 102002 members 
Entering Unmasked Estep 
Score: -32592976.000000 Penalty: 14665.313477
	Iteration 45Q: 3 clusters Score -3.259298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 102009 members 
Entering Unmasked Estep 
Score: -32592998.000000 Penalty: 14665.313477
	Iteration 46Q: 3 clusters Score -3.2593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 102018 members 
Entering Unmasked Estep 
Score: -32593028.000000 Penalty: 14665.313477
	Iteration 47Q: 3 clusters Score -3.259303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -32592998.000000 Penalty: 14665.313477
	Iteration 48Q: 3 clusters Score -3.2593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 102036 members 
Entering Unmasked Estep 
Score: -32593008.000000 Penalty: 14665.313477
	Iteration 49Q: 3 clusters Score -3.259301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 102041 members 
Entering Unmasked Estep 
Score: -32593022.000000 Penalty: 14665.313477
	Iteration 50Q: 3 clusters Score -3.259302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -32593012.000000 Penalty: 14665.313477
	Iteration 51Q: 3 clusters Score -3.259301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 102051 members 
Entering Unmasked Estep 
Score: -32593016.000000 Penalty: 14665.313477
	Iteration 52Q: 3 clusters Score -3.259302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -32593032.000000 Penalty: 14665.313477
	Iteration 53Q: 3 clusters Score -3.259303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 102055 members 
Entering Unmasked Estep 
Score: -32593034.000000 Penalty: 14665.313477
	Iteration 54Q: 3 clusters Score -3.259303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -32593032.000000 Penalty: 14665.313477
	Iteration 55Q: 3 clusters Score -3.259303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -32593032.000000 Penalty: 14665.313477
	Iteration 56F: 3 clusters Score -3.259303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 7761 members 
Mstep: Class 5 contains 89952 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 102056 members 
Mstep: Class 10 contains 11728 members 
Mstep: Class 11 contains 56155 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 27015 members 
Mstep: Class 15 contains 14910 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 31999 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 22 contains 35378 members 
Entering Unmasked Estep 
Score: -89383384.000000 Penalty: 151276.859375
Splitting cluster 11 changes total score from -89354088.000000 to -89383384.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 12 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -309706.468750 Penalty: 4591.359863
	Iteration 0F: 2 clusters Score -309706.5 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 912 members 
Entering Unmasked Estep 
Score: -305246.156250 Penalty: 9182.719727
	Iteration 0F: 3 clusters Score -305246.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -307475.750000 Penalty: 9182.719727
	Iteration 1F: 3 clusters Score -307475.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -309109.750000 Penalty: 9182.719727
	Iteration 2F: 3 clusters Score -309109.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -310429.750000 Penalty: 9182.719727
	Iteration 3F: 3 clusters Score -310429.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -311204.625000 Penalty: 9182.719727
	Iteration 4F: 3 clusters Score -311204.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -311527.125000 Penalty: 9182.719727
	Iteration 5Q: 3 clusters Score -311527.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -311770.687500 Penalty: 9182.719727
	Iteration 6Q: 3 clusters Score -311770.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -312180.406250 Penalty: 9182.719727
	Iteration 7Q: 3 clusters Score -312180.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -312472.093750 Penalty: 9182.719727
	Iteration 8Q: 3 clusters Score -312472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -312515.062500 Penalty: 9182.719727
	Iteration 9Q: 3 clusters Score -312515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -312522.468750 Penalty: 9182.719727
	Iteration 10Q: 3 clusters Score -312522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -312522.468750 Penalty: 9182.719727
	Iteration 11F: 3 clusters Score -312522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 7761 members 
Mstep: Class 5 contains 89952 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 102056 members 
Mstep: Class 10 contains 11728 members 
Mstep: Class 11 contains 56155 members 
Mstep: Class 12 contains 1127 members 
Mstep: Class 13 contains 27015 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 14910 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 31999 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 22 contains 35378 members 
Entering Unmasked Estep 
Score: -89382824.000000 Penalty: 159238.796875
Splitting cluster 12 changes total score from -89354088.000000 to -89382824.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 13 (27015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Entering Unmasked Estep 
Score: -5530870.500000 Penalty: 6250.040039
	Iteration 0F: 2 clusters Score -5530870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -5510200.500000 Penalty: 12500.080078
	Iteration 0F: 3 clusters Score -5510200 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5516350.500000 Penalty: 12500.080078
	Iteration 1F: 3 clusters Score -5516350 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -5517816.000000 Penalty: 12500.080078
	Iteration 2F: 3 clusters Score -5517816 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -5519593.000000 Penalty: 12500.080078
	Iteration 3F: 3 clusters Score -5519593 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5521291.000000 Penalty: 12500.080078
	Iteration 4F: 3 clusters Score -5521291 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -5522781.500000 Penalty: 12500.080078
	Iteration 5F: 3 clusters Score -5522782 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -5523970.500000 Penalty: 12500.080078
	Iteration 6F: 3 clusters Score -5523970 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -5524933.500000 Penalty: 12500.080078
	Iteration 7F: 3 clusters Score -5524934 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -5525731.500000 Penalty: 12500.080078
	Iteration 8Q: 3 clusters Score -5525732 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -5526377.500000 Penalty: 12500.080078
	Iteration 9Q: 3 clusters Score -5526378 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -5526964.000000 Penalty: 12500.080078
	Iteration 10Q: 3 clusters Score -5526964 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5527529.500000 Penalty: 12500.080078
	Iteration 11Q: 3 clusters Score -5527530 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -5528021.500000 Penalty: 12500.080078
	Iteration 12Q: 3 clusters Score -5528022 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -5528367.000000 Penalty: 12500.080078
	Iteration 13Q: 3 clusters Score -5528367 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -5528598.500000 Penalty: 12500.080078
	Iteration 14Q: 3 clusters Score -5528598 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5528758.000000 Penalty: 12500.080078
	Iteration 15Q: 3 clusters Score -5528758 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -5528861.000000 Penalty: 12500.080078
	Iteration 16Q: 3 clusters Score -5528861 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -5528926.500000 Penalty: 12500.080078
	Iteration 17Q: 3 clusters Score -5528926 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -5528988.500000 Penalty: 12500.080078
	Iteration 18Q: 3 clusters Score -5528988 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -5529016.500000 Penalty: 12500.080078
	Iteration 19Q: 3 clusters Score -5529016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -5529033.500000 Penalty: 12500.080078
	Iteration 20F: 3 clusters Score -5529034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -5529058.000000 Penalty: 12500.080078
	Iteration 21Q: 3 clusters Score -5529058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -5529091.000000 Penalty: 12500.080078
	Iteration 22Q: 3 clusters Score -5529091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -5529098.500000 Penalty: 12500.080078
	Iteration 23Q: 3 clusters Score -5529098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -5529093.000000 Penalty: 12500.080078
	Iteration 24Q: 3 clusters Score -5529093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5529097.500000 Penalty: 12500.080078
	Iteration 25Q: 3 clusters Score -5529098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5529115.000000 Penalty: 12500.080078
	Iteration 26Q: 3 clusters Score -5529115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5529135.000000 Penalty: 12500.080078
	Iteration 27Q: 3 clusters Score -5529135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -5529127.000000 Penalty: 12500.080078
	Iteration 28Q: 3 clusters Score -5529127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5529138.500000 Penalty: 12500.080078
	Iteration 29Q: 3 clusters Score -5529138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5529144.000000 Penalty: 12500.080078
	Iteration 30Q: 3 clusters Score -5529144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5529154.500000 Penalty: 12500.080078
	Iteration 31Q: 3 clusters Score -5529154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -5529163.000000 Penalty: 12500.080078
	Iteration 32Q: 3 clusters Score -5529163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5529171.000000 Penalty: 12500.080078
	Iteration 33Q: 3 clusters Score -5529171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -5529163.500000 Penalty: 12500.080078
	Iteration 34Q: 3 clusters Score -5529164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -5529169.000000 Penalty: 12500.080078
	Iteration 35Q: 3 clusters Score -5529169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -5529174.500000 Penalty: 12500.080078
	Iteration 36Q: 3 clusters Score -5529174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -5529182.000000 Penalty: 12500.080078
	Iteration 37Q: 3 clusters Score -5529182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -5529172.500000 Penalty: 12500.080078
	Iteration 38Q: 3 clusters Score -5529172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -5529176.000000 Penalty: 12500.080078
	Iteration 39Q: 3 clusters Score -5529176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -5529175.000000 Penalty: 12500.080078
	Iteration 40F: 3 clusters Score -5529175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5529171.500000 Penalty: 12500.080078
	Iteration 41Q: 3 clusters Score -5529172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -5529175.500000 Penalty: 12500.080078
	Iteration 42Q: 3 clusters Score -5529176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -5529171.500000 Penalty: 12500.080078
	Iteration 43Q: 3 clusters Score -5529172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -5529171.500000 Penalty: 12500.080078
	Iteration 44F: 3 clusters Score -5529172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Entering Unmasked Estep 
Score: -3018123.500000 Penalty: 5885.994629
	Iteration 0F: 2 clusters Score -3018124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3004826.000000 Penalty: 11771.989258
	Iteration 0F: 3 clusters Score -3004826 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3007909.250000 Penalty: 11771.989258
	Iteration 1F: 3 clusters Score -3007909 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3008525.000000 Penalty: 11771.989258
	Iteration 2F: 3 clusters Score -3008525 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3008980.750000 Penalty: 11771.989258
	Iteration 3F: 3 clusters Score -3008981 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3009336.500000 Penalty: 11771.989258
	Iteration 4Q: 3 clusters Score -3009336 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3009681.000000 Penalty: 11771.989258
	Iteration 5Q: 3 clusters Score -3009681 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3010027.500000 Penalty: 11771.989258
	Iteration 6Q: 3 clusters Score -3010028 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3010381.250000 Penalty: 11771.989258
	Iteration 7Q: 3 clusters Score -3010381 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3010762.750000 Penalty: 11771.989258
	Iteration 8Q: 3 clusters Score -3010763 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3011141.250000 Penalty: 11771.989258
	Iteration 9Q: 3 clusters Score -3011141 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3011506.000000 Penalty: 11771.989258
	Iteration 10Q: 3 clusters Score -3011506 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3011847.750000 Penalty: 11771.989258
	Iteration 11Q: 3 clusters Score -3011848 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3012162.000000 Penalty: 11771.989258
	Iteration 12Q: 3 clusters Score -3012162 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3012411.250000 Penalty: 11771.989258
	Iteration 13Q: 3 clusters Score -3012411 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -3012600.000000 Penalty: 11771.989258
	Iteration 14Q: 3 clusters Score -3012600 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3012782.000000 Penalty: 11771.989258
	Iteration 15Q: 3 clusters Score -3012782 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -3012994.750000 Penalty: 11771.989258
	Iteration 16Q: 3 clusters Score -3012995 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3013190.500000 Penalty: 11771.989258
	Iteration 17Q: 3 clusters Score -3013190 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3013392.750000 Penalty: 11771.989258
	Iteration 18Q: 3 clusters Score -3013393 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3013612.000000 Penalty: 11771.989258
	Iteration 19Q: 3 clusters Score -3013612 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3013839.500000 Penalty: 11771.989258
	Iteration 20F: 3 clusters Score -3013840 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3014057.500000 Penalty: 11771.989258
	Iteration 21Q: 3 clusters Score -3014058 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3014182.750000 Penalty: 11771.989258
	Iteration 22Q: 3 clusters Score -3014183 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3014288.000000 Penalty: 11771.989258
	Iteration 23Q: 3 clusters Score -3014288 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3014374.750000 Penalty: 11771.989258
	Iteration 24Q: 3 clusters Score -3014375 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3014435.500000 Penalty: 11771.989258
	Iteration 25Q: 3 clusters Score -3014436 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3014477.500000 Penalty: 11771.989258
	Iteration 26Q: 3 clusters Score -3014478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3014513.000000 Penalty: 11771.989258
	Iteration 27Q: 3 clusters Score -3014513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -3014557.500000 Penalty: 11771.989258
	Iteration 28Q: 3 clusters Score -3014558 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3014590.250000 Penalty: 11771.989258
	Iteration 29Q: 3 clusters Score -3014590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3014613.000000 Penalty: 11771.989258
	Iteration 30Q: 3 clusters Score -3014613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3014626.750000 Penalty: 11771.989258
	Iteration 31Q: 3 clusters Score -3014627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3014645.000000 Penalty: 11771.989258
	Iteration 32Q: 3 clusters Score -3014645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3014655.750000 Penalty: 11771.989258
	Iteration 33Q: 3 clusters Score -3014656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3014663.500000 Penalty: 11771.989258
	Iteration 34Q: 3 clusters Score -3014664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3014669.500000 Penalty: 11771.989258
	Iteration 35Q: 3 clusters Score -3014670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3014669.250000 Penalty: 11771.989258
	Iteration 36Q: 3 clusters Score -3014669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3014678.750000 Penalty: 11771.989258
	Iteration 37Q: 3 clusters Score -3014679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3014683.500000 Penalty: 11771.989258
	Iteration 38Q: 3 clusters Score -3014684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3014687.250000 Penalty: 11771.989258
	Iteration 39Q: 3 clusters Score -3014687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3014694.250000 Penalty: 11771.989258
	Iteration 40F: 3 clusters Score -3014694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3014697.750000 Penalty: 11771.989258
	Iteration 41Q: 3 clusters Score -3014698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3014698.000000 Penalty: 11771.989258
	Iteration 42Q: 3 clusters Score -3014698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3014695.750000 Penalty: 11771.989258
	Iteration 43Q: 3 clusters Score -3014696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3014693.250000 Penalty: 11771.989258
	Iteration 44Q: 3 clusters Score -3014693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3014704.000000 Penalty: 11771.989258
	Iteration 45Q: 3 clusters Score -3014704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3014703.000000 Penalty: 11771.989258
	Iteration 46Q: 3 clusters Score -3014703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3014706.500000 Penalty: 11771.989258
	Iteration 47Q: 3 clusters Score -3014706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3014713.250000 Penalty: 11771.989258
	Iteration 48Q: 3 clusters Score -3014713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3014704.750000 Penalty: 11771.989258
	Iteration 49Q: 3 clusters Score -3014705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3014719.000000 Penalty: 11771.989258
	Iteration 50Q: 3 clusters Score -3014719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3014717.250000 Penalty: 11771.989258
	Iteration 51Q: 3 clusters Score -3014717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3014714.000000 Penalty: 11771.989258
	Iteration 52Q: 3 clusters Score -3014714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3014714.750000 Penalty: 11771.989258
	Iteration 53Q: 3 clusters Score -3014715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3014711.250000 Penalty: 11771.989258
	Iteration 54Q: 3 clusters Score -3014711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3014718.750000 Penalty: 11771.989258
	Iteration 55Q: 3 clusters Score -3014719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3014718.250000 Penalty: 11771.989258
	Iteration 56Q: 3 clusters Score -3014718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3014725.000000 Penalty: 11771.989258
	Iteration 57Q: 3 clusters Score -3014725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3014724.750000 Penalty: 11771.989258
	Iteration 58Q: 3 clusters Score -3014725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3014727.750000 Penalty: 11771.989258
	Iteration 59Q: 3 clusters Score -3014728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3014728.500000 Penalty: 11771.989258
	Iteration 60F: 3 clusters Score -3014728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3014733.750000 Penalty: 11771.989258
	Iteration 61Q: 3 clusters Score -3014734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3014733.500000 Penalty: 11771.989258
	Iteration 62Q: 3 clusters Score -3014734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3014735.500000 Penalty: 11771.989258
	Iteration 63Q: 3 clusters Score -3014736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3014736.000000 Penalty: 11771.989258
	Iteration 64Q: 3 clusters Score -3014736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3014736.000000 Penalty: 11771.989258
	Iteration 65F: 3 clusters Score -3014736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -417472.250000 Penalty: 4712.257324
	Iteration 0F: 2 clusters Score -417472.2 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 1099 members 
Entering Unmasked Estep 
Score: -412626.718750 Penalty: 9424.514648
	Iteration 0F: 3 clusters Score -412626.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -414843.718750 Penalty: 9424.514648
	Iteration 1F: 3 clusters Score -414843.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -417772.187500 Penalty: 9424.514648
	Iteration 2F: 3 clusters Score -417772.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -419682.843750 Penalty: 9424.514648
	Iteration 3F: 3 clusters Score -419682.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -421054.718750 Penalty: 9424.514648
	Iteration 4F: 3 clusters Score -421054.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -423228.125000 Penalty: 9424.514648
	Iteration 5Q: 3 clusters Score -423228.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -423463.218750 Penalty: 9424.514648
	Iteration 6Q: 3 clusters Score -423463.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -423513.437500 Penalty: 9424.514648
	Iteration 7Q: 3 clusters Score -423513.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -423545.406250 Penalty: 9424.514648
	Iteration 8Q: 3 clusters Score -423545.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -423610.625000 Penalty: 9424.514648
	Iteration 9Q: 3 clusters Score -423610.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -423692.750000 Penalty: 9424.514648
	Iteration 10Q: 3 clusters Score -423692.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -423850.500000 Penalty: 9424.514648
	Iteration 11Q: 3 clusters Score -423850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -423969.343750 Penalty: 9424.514648
	Iteration 12Q: 3 clusters Score -423969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -424000.062500 Penalty: 9424.514648
	Iteration 13Q: 3 clusters Score -424000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -424034.656250 Penalty: 9424.514648
	Iteration 14Q: 3 clusters Score -424034.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -424103.250000 Penalty: 9424.514648
	Iteration 15Q: 3 clusters Score -424103.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -424466.187500 Penalty: 9424.514648
	Iteration 16Q: 3 clusters Score -424466.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -425583.406250 Penalty: 9424.514648
	Iteration 17Q: 3 clusters Score -425583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -425624.281250 Penalty: 9424.514648
	Iteration 18Q: 3 clusters Score -425624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -425628.593750 Penalty: 9424.514648
	Iteration 19Q: 3 clusters Score -425628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -425628.593750 Penalty: 9424.514648
	Iteration 20F: 3 clusters Score -425628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 7761 members 
Mstep: Class 5 contains 89952 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 102056 members 
Mstep: Class 10 contains 11728 members 
Mstep: Class 11 contains 56155 members 
Mstep: Class 12 contains 1127 members 
Mstep: Class 13 contains 27015 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 14910 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 31999 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 22 contains 35378 members 
Entering Unmasked Estep 
Score: -89387640.000000 Penalty: 167200.734375
Splitting cluster 16 changes total score from -89354088.000000 to -89387640.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 17 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -192638.890625 Penalty: 4297.673340
	Iteration 0F: 2 clusters Score -192638.9 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 556 members 
Entering Unmasked Estep 
Score: -188573.234375 Penalty: 8595.346680
	Iteration 0F: 3 clusters Score -188573.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -189461.000000 Penalty: 8595.346680
	Iteration 1F: 3 clusters Score -189461 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -190170.000000 Penalty: 8595.346680
	Iteration 2F: 3 clusters Score -190170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -190643.437500 Penalty: 8595.346680
	Iteration 3F: 3 clusters Score -190643.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -191107.484375 Penalty: 8595.346680
	Iteration 4F: 3 clusters Score -191107.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -191705.687500 Penalty: 8595.346680
	Iteration 5F: 3 clusters Score -191705.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -192631.343750 Penalty: 8595.346680
	Iteration 6F: 3 clusters Score -192631.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -192996.984375 Penalty: 8595.346680
	Iteration 7Q: 3 clusters Score -192997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -193234.953125 Penalty: 8595.346680
	Iteration 8Q: 3 clusters Score -193235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -193726.421875 Penalty: 8595.346680
	Iteration 9Q: 3 clusters Score -193726.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -194061.046875 Penalty: 8595.346680
	Iteration 10Q: 3 clusters Score -194061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -194206.687500 Penalty: 8595.346680
	Iteration 11Q: 3 clusters Score -194206.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -194206.687500 Penalty: 8595.346680
	Iteration 12F: 3 clusters Score -194206.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 7761 members 
Mstep: Class 5 contains 89952 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 102056 members 
Mstep: Class 10 contains 11728 members 
Mstep: Class 11 contains 56155 members 
Mstep: Class 12 contains 1127 members 
Mstep: Class 13 contains 27015 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 14910 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 31999 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 35378 members 
Entering Unmasked Estep 
Score: -89385528.000000 Penalty: 175162.671875
Splitting cluster 17 changes total score from -89354088.000000 to -89385528.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 18 (31999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Entering Unmasked Estep 
Score: -6591935.000000 Penalty: 6353.744141
	Iteration 0F: 2 clusters Score -6591935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -6567796.500000 Penalty: 12707.488281
	Iteration 0F: 3 clusters Score -6567796 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -6574927.500000 Penalty: 12707.488281
	Iteration 1F: 3 clusters Score -6574928 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -6575675.000000 Penalty: 12707.488281
	Iteration 2F: 3 clusters Score -6575675 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -6576218.000000 Penalty: 12707.488281
	Iteration 3Q: 3 clusters Score -6576218 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -6576663.000000 Penalty: 12707.488281
	Iteration 4Q: 3 clusters Score -6576663 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -6577125.500000 Penalty: 12707.488281
	Iteration 5Q: 3 clusters Score -6577126 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -6577572.000000 Penalty: 12707.488281
	Iteration 6Q: 3 clusters Score -6577572 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -6578044.500000 Penalty: 12707.488281
	Iteration 7Q: 3 clusters Score -6578044 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -6578657.000000 Penalty: 12707.488281
	Iteration 8Q: 3 clusters Score -6578657 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -6579264.000000 Penalty: 12707.488281
	Iteration 9Q: 3 clusters Score -6579264 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6580098.500000 Penalty: 12707.488281
	Iteration 10Q: 3 clusters Score -6580098 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -6580996.500000 Penalty: 12707.488281
	Iteration 11Q: 3 clusters Score -6580996 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -6582036.500000 Penalty: 12707.488281
	Iteration 12Q: 3 clusters Score -6582036 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -6583038.500000 Penalty: 12707.488281
	Iteration 13Q: 3 clusters Score -6583038 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -6584035.500000 Penalty: 12707.488281
	Iteration 14Q: 3 clusters Score -6584036 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -6584951.500000 Penalty: 12707.488281
	Iteration 15Q: 3 clusters Score -6584952 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -6585669.500000 Penalty: 12707.488281
	Iteration 16Q: 3 clusters Score -6585670 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -6586178.500000 Penalty: 12707.488281
	Iteration 17Q: 3 clusters Score -6586178 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -6586518.500000 Penalty: 12707.488281
	Iteration 18Q: 3 clusters Score -6586518 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6586713.500000 Penalty: 12707.488281
	Iteration 19Q: 3 clusters Score -6586714 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -6586894.000000 Penalty: 12707.488281
	Iteration 20F: 3 clusters Score -6586894 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6586986.000000 Penalty: 12707.488281
	Iteration 21Q: 3 clusters Score -6586986 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6587032.500000 Penalty: 12707.488281
	Iteration 22Q: 3 clusters Score -6587032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -6587077.500000 Penalty: 12707.488281
	Iteration 23Q: 3 clusters Score -6587078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -6587112.500000 Penalty: 12707.488281
	Iteration 24Q: 3 clusters Score -6587112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -6587129.500000 Penalty: 12707.488281
	Iteration 25Q: 3 clusters Score -6587130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -6587131.000000 Penalty: 12707.488281
	Iteration 26Q: 3 clusters Score -6587131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6587139.500000 Penalty: 12707.488281
	Iteration 27Q: 3 clusters Score -6587140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -6587150.000000 Penalty: 12707.488281
	Iteration 28Q: 3 clusters Score -6587150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6587172.000000 Penalty: 12707.488281
	Iteration 29Q: 3 clusters Score -6587172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6587169.500000 Penalty: 12707.488281
	Iteration 30Q: 3 clusters Score -6587170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6587175.000000 Penalty: 12707.488281
	Iteration 31Q: 3 clusters Score -6587175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -6587171.500000 Penalty: 12707.488281
	Iteration 32Q: 3 clusters Score -6587172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -6587192.500000 Penalty: 12707.488281
	Iteration 33Q: 3 clusters Score -6587192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6587196.500000 Penalty: 12707.488281
	Iteration 34Q: 3 clusters Score -6587196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6587205.000000 Penalty: 12707.488281
	Iteration 35Q: 3 clusters Score -6587205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6587198.000000 Penalty: 12707.488281
	Iteration 36Q: 3 clusters Score -6587198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6587196.000000 Penalty: 12707.488281
	Iteration 37Q: 3 clusters Score -6587196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6587208.500000 Penalty: 12707.488281
	Iteration 38Q: 3 clusters Score -6587208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6587210.500000 Penalty: 12707.488281
	Iteration 39Q: 3 clusters Score -6587210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -6587203.000000 Penalty: 12707.488281
	Iteration 40F: 3 clusters Score -6587203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6587206.500000 Penalty: 12707.488281
	Iteration 41Q: 3 clusters Score -6587206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6587206.500000 Penalty: 12707.488281
	Iteration 42F: 3 clusters Score -6587206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -223815.937500 Penalty: 4316.604492
	Iteration 0F: 2 clusters Score -223815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -219625.671875 Penalty: 8633.208984
	Iteration 0F: 3 clusters Score -219625.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -220131.687500 Penalty: 8633.208984
	Iteration 1F: 3 clusters Score -220131.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -220324.546875 Penalty: 8633.208984
	Iteration 2F: 3 clusters Score -220324.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -220486.953125 Penalty: 8633.208984
	Iteration 3Q: 3 clusters Score -220487 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -220629.203125 Penalty: 8633.208984
	Iteration 4Q: 3 clusters Score -220629.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -220745.750000 Penalty: 8633.208984
	Iteration 5Q: 3 clusters Score -220745.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -220829.062500 Penalty: 8633.208984
	Iteration 6Q: 3 clusters Score -220829.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -220928.625000 Penalty: 8633.208984
	Iteration 7Q: 3 clusters Score -220928.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -221075.203125 Penalty: 8633.208984
	Iteration 8Q: 3 clusters Score -221075.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -221232.531250 Penalty: 8633.208984
	Iteration 9Q: 3 clusters Score -221232.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -221327.187500 Penalty: 8633.208984
	Iteration 10Q: 3 clusters Score -221327.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -221431.078125 Penalty: 8633.208984
	Iteration 11Q: 3 clusters Score -221431.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -221532.390625 Penalty: 8633.208984
	Iteration 12Q: 3 clusters Score -221532.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -221609.359375 Penalty: 8633.208984
	Iteration 13Q: 3 clusters Score -221609.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -221654.125000 Penalty: 8633.208984
	Iteration 14Q: 3 clusters Score -221654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -221682.906250 Penalty: 8633.208984
	Iteration 15Q: 3 clusters Score -221682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -221690.359375 Penalty: 8633.208984
	Iteration 16Q: 3 clusters Score -221690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -221708.937500 Penalty: 8633.208984
	Iteration 17Q: 3 clusters Score -221708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -221724.015625 Penalty: 8633.208984
	Iteration 18Q: 3 clusters Score -221724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -221730.968750 Penalty: 8633.208984
	Iteration 19Q: 3 clusters Score -221731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -221746.109375 Penalty: 8633.208984
	Iteration 20F: 3 clusters Score -221746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -221762.671875 Penalty: 8633.208984
	Iteration 21Q: 3 clusters Score -221762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -221768.468750 Penalty: 8633.208984
	Iteration 22Q: 3 clusters Score -221768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -221777.906250 Penalty: 8633.208984
	Iteration 23Q: 3 clusters Score -221777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -221782.062500 Penalty: 8633.208984
	Iteration 24Q: 3 clusters Score -221782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -221785.171875 Penalty: 8633.208984
	Iteration 25Q: 3 clusters Score -221785.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -221785.171875 Penalty: 8633.208984
	Iteration 26F: 3 clusters Score -221785.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Entering Unmasked Estep 
Score: -7330471.500000 Penalty: 6415.230469
	Iteration 0F: 2 clusters Score -7330472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -7304232.500000 Penalty: 12830.460938
	Iteration 0F: 3 clusters Score -7304232 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -7312226.500000 Penalty: 12830.460938
	Iteration 1F: 3 clusters Score -7312226 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -7312950.500000 Penalty: 12830.460938
	Iteration 2F: 3 clusters Score -7312950 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -7313455.000000 Penalty: 12830.460938
	Iteration 3Q: 3 clusters Score -7313455 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -7313821.000000 Penalty: 12830.460938
	Iteration 4Q: 3 clusters Score -7313821 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -7314198.500000 Penalty: 12830.460938
	Iteration 5Q: 3 clusters Score -7314198 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -7314573.000000 Penalty: 12830.460938
	Iteration 6Q: 3 clusters Score -7314573 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -7314964.000000 Penalty: 12830.460938
	Iteration 7Q: 3 clusters Score -7314964 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -7315370.000000 Penalty: 12830.460938
	Iteration 8Q: 3 clusters Score -7315370 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -7315839.000000 Penalty: 12830.460938
	Iteration 9Q: 3 clusters Score -7315839 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -7316360.500000 Penalty: 12830.460938
	Iteration 10Q: 3 clusters Score -7316360 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -7316947.000000 Penalty: 12830.460938
	Iteration 11Q: 3 clusters Score -7316947 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -7317664.000000 Penalty: 12830.460938
	Iteration 12Q: 3 clusters Score -7317664 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -7318400.000000 Penalty: 12830.460938
	Iteration 13Q: 3 clusters Score -7318400 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -7319250.000000 Penalty: 12830.460938
	Iteration 14Q: 3 clusters Score -7319250 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -7320169.500000 Penalty: 12830.460938
	Iteration 15Q: 3 clusters Score -7320170 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -7321109.000000 Penalty: 12830.460938
	Iteration 16Q: 3 clusters Score -7321109 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -7322111.000000 Penalty: 12830.460938
	Iteration 17Q: 3 clusters Score -7322111 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -7322898.500000 Penalty: 12830.460938
	Iteration 18Q: 3 clusters Score -7322898 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -7323439.500000 Penalty: 12830.460938
	Iteration 19Q: 3 clusters Score -7323440 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -7323819.500000 Penalty: 12830.460938
	Iteration 20F: 3 clusters Score -7323820 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -7324105.000000 Penalty: 12830.460938
	Iteration 21Q: 3 clusters Score -7324105 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -7324268.000000 Penalty: 12830.460938
	Iteration 22Q: 3 clusters Score -7324268 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -7324388.500000 Penalty: 12830.460938
	Iteration 23Q: 3 clusters Score -7324388 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -7324491.500000 Penalty: 12830.460938
	Iteration 24Q: 3 clusters Score -7324492 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -7324585.500000 Penalty: 12830.460938
	Iteration 25Q: 3 clusters Score -7324586 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -7324628.000000 Penalty: 12830.460938
	Iteration 26Q: 3 clusters Score -7324628 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -7324704.500000 Penalty: 12830.460938
	Iteration 27Q: 3 clusters Score -7324704 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -7324747.000000 Penalty: 12830.460938
	Iteration 28Q: 3 clusters Score -7324747 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -7324767.500000 Penalty: 12830.460938
	Iteration 29Q: 3 clusters Score -7324768 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -7324816.500000 Penalty: 12830.460938
	Iteration 30Q: 3 clusters Score -7324816 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -7324840.500000 Penalty: 12830.460938
	Iteration 31Q: 3 clusters Score -7324840 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -7324870.500000 Penalty: 12830.460938
	Iteration 32Q: 3 clusters Score -7324870 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -7324898.500000 Penalty: 12830.460938
	Iteration 33Q: 3 clusters Score -7324898 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -7324937.500000 Penalty: 12830.460938
	Iteration 34Q: 3 clusters Score -7324938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -7324965.500000 Penalty: 12830.460938
	Iteration 35Q: 3 clusters Score -7324966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -7324967.500000 Penalty: 12830.460938
	Iteration 36Q: 3 clusters Score -7324968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -7324981.000000 Penalty: 12830.460938
	Iteration 37Q: 3 clusters Score -7324981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -7324986.500000 Penalty: 12830.460938
	Iteration 38Q: 3 clusters Score -7324986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -7324988.000000 Penalty: 12830.460938
	Iteration 39Q: 3 clusters Score -7324988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -7324984.500000 Penalty: 12830.460938
	Iteration 40F: 3 clusters Score -7324984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -7324987.000000 Penalty: 12830.460938
	Iteration 41Q: 3 clusters Score -7324987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -7324993.500000 Penalty: 12830.460938
	Iteration 42Q: 3 clusters Score -7324994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -7325000.500000 Penalty: 12830.460938
	Iteration 43Q: 3 clusters Score -7325000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -7325017.500000 Penalty: 12830.460938
	Iteration 44Q: 3 clusters Score -7325018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -7325008.000000 Penalty: 12830.460938
	Iteration 45Q: 3 clusters Score -7325008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -7325002.000000 Penalty: 12830.460938
	Iteration 46Q: 3 clusters Score -7325002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -7325007.500000 Penalty: 12830.460938
	Iteration 47Q: 3 clusters Score -7325008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -7325019.000000 Penalty: 12830.460938
	Iteration 48Q: 3 clusters Score -7325019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -7325014.500000 Penalty: 12830.460938
	Iteration 49Q: 3 clusters Score -7325014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -7325026.000000 Penalty: 12830.460938
	Iteration 50Q: 3 clusters Score -7325026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -7325031.500000 Penalty: 12830.460938
	Iteration 51Q: 3 clusters Score -7325032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -7325027.500000 Penalty: 12830.460938
	Iteration 52Q: 3 clusters Score -7325028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -7325040.000000 Penalty: 12830.460938
	Iteration 53Q: 3 clusters Score -7325040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -7325039.000000 Penalty: 12830.460938
	Iteration 54Q: 3 clusters Score -7325039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -7325031.000000 Penalty: 12830.460938
	Iteration 55Q: 3 clusters Score -7325031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -7325029.000000 Penalty: 12830.460938
	Iteration 56Q: 3 clusters Score -7325029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -7325025.000000 Penalty: 12830.460938
	Iteration 57Q: 3 clusters Score -7325025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -7325026.500000 Penalty: 12830.460938
	Iteration 58Q: 3 clusters Score -7325026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -7325038.000000 Penalty: 12830.460938
	Iteration 59Q: 3 clusters Score -7325038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -7325035.500000 Penalty: 12830.460938
	Iteration 60F: 3 clusters Score -7325036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -7325041.000000 Penalty: 12830.460938
	Iteration 61Q: 3 clusters Score -7325041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -7325051.500000 Penalty: 12830.460938
	Iteration 62Q: 3 clusters Score -7325052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -7325033.500000 Penalty: 12830.460938
	Iteration 63Q: 3 clusters Score -7325034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -7325037.500000 Penalty: 12830.460938
	Iteration 64Q: 3 clusters Score -7325038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -7325032.000000 Penalty: 12830.460938
	Iteration 65Q: 3 clusters Score -7325032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -7325036.500000 Penalty: 12830.460938
	Iteration 66Q: 3 clusters Score -7325036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -7325024.000000 Penalty: 12830.460938
	Iteration 67Q: 3 clusters Score -7325024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -7325028.500000 Penalty: 12830.460938
	Iteration 68Q: 3 clusters Score -7325028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -7325036.000000 Penalty: 12830.460938
	Iteration 69Q: 3 clusters Score -7325036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -7325045.000000 Penalty: 12830.460938
	Iteration 70Q: 3 clusters Score -7325045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -7325057.500000 Penalty: 12830.460938
	Iteration 71Q: 3 clusters Score -7325058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -7325060.000000 Penalty: 12830.460938
	Iteration 72Q: 3 clusters Score -7325060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -7325053.500000 Penalty: 12830.460938
	Iteration 73Q: 3 clusters Score -7325054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -7325047.000000 Penalty: 12830.460938
	Iteration 74Q: 3 clusters Score -7325047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -7325049.000000 Penalty: 12830.460938
	Iteration 75Q: 3 clusters Score -7325049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -7325044.000000 Penalty: 12830.460938
	Iteration 76Q: 3 clusters Score -7325044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -7325045.500000 Penalty: 12830.460938
	Iteration 77Q: 3 clusters Score -7325046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -7325050.000000 Penalty: 12830.460938
	Iteration 78Q: 3 clusters Score -7325050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -7325043.500000 Penalty: 12830.460938
	Iteration 79Q: 3 clusters Score -7325044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -7325041.000000 Penalty: 12830.460938
	Iteration 80F: 3 clusters Score -7325041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -7325052.000000 Penalty: 12830.460938
	Iteration 81Q: 3 clusters Score -7325052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -7325050.000000 Penalty: 12830.460938
	Iteration 82Q: 3 clusters Score -7325050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -7325036.000000 Penalty: 12830.460938
	Iteration 83Q: 3 clusters Score -7325036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -7325049.000000 Penalty: 12830.460938
	Iteration 84Q: 3 clusters Score -7325049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -7325048.000000 Penalty: 12830.460938
	Iteration 85Q: 3 clusters Score -7325048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -7325046.500000 Penalty: 12830.460938
	Iteration 86Q: 3 clusters Score -7325046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -7325051.500000 Penalty: 12830.460938
	Iteration 87Q: 3 clusters Score -7325052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -7325046.000000 Penalty: 12830.460938
	Iteration 88Q: 3 clusters Score -7325046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -7325050.500000 Penalty: 12830.460938
	Iteration 89Q: 3 clusters Score -7325050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -7325043.500000 Penalty: 12830.460938
	Iteration 90Q: 3 clusters Score -7325044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -7325044.500000 Penalty: 12830.460938
	Iteration 91Q: 3 clusters Score -7325044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -7325046.000000 Penalty: 12830.460938
	Iteration 92Q: 3 clusters Score -7325046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -7325046.000000 Penalty: 12830.460938
	Iteration 93F: 3 clusters Score -7325046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 7761 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 10 contains 11728 members 
Mstep: Class 11 contains 56155 members 
Mstep: Class 12 contains 1127 members 
Mstep: Class 13 contains 27015 members 
Mstep: Class 15 contains 14910 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 31999 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 22 contains 35378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89392984.000000 Penalty: 175162.671875
Iteration 39Q: 23 clusters Score -8.939298e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 9867 members 
Mstep: Class 3 contains 9208 members 
Mstep: Class 4 contains 7659 members 
Mstep: Class 5 contains 89068 members 
Mstep: Class 6 contains 11948 members 
Mstep: Class 7 contains 16073 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 101063 members 
Mstep: Class 10 contains 12595 members 
Mstep: Class 11 contains 57547 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 26996 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 14740 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 31818 members 
Mstep: Class 19 contains 657 members 
Mstep: Class 20 contains 1140 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 35450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89397376.000000 Penalty: 175162.671875
Iteration 40F: 23 clusters Score -8.939738e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 9954 members 
Mstep: Class 3 contains 9134 members 
Mstep: Class 4 contains 7607 members 
Mstep: Class 5 contains 89386 members 
Mstep: Class 6 contains 12041 members 
Mstep: Class 7 contains 15351 members 
Mstep: Class 8 contains 708 members 
Mstep: Class 9 contains 101510 members 
Mstep: Class 10 contains 13020 members 
Mstep: Class 11 contains 58097 members 
Mstep: Class 12 contains 1131 members 
Mstep: Class 13 contains 26944 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 14544 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 31388 members 
Mstep: Class 19 contains 654 members 
Mstep: Class 20 contains 1134 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 35200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89399792.000000 Penalty: 175162.671875
Iteration 41Q: 23 clusters Score -8.939979e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 9087 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 89425 members 
Mstep: Class 6 contains 12068 members 
Mstep: Class 7 contains 14912 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 101801 members 
Mstep: Class 10 contains 13362 members 
Mstep: Class 11 contains 58529 members 
Mstep: Class 12 contains 1109 members 
Mstep: Class 13 contains 26864 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 14361 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 722 members 
Mstep: Class 18 contains 31024 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1129 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 35130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89400448.000000 Penalty: 175162.671875
Iteration 42Q: 23 clusters Score -8.940045e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10094 members 
Mstep: Class 3 contains 9049 members 
Mstep: Class 4 contains 7644 members 
Mstep: Class 5 contains 89397 members 
Mstep: Class 6 contains 12073 members 
Mstep: Class 7 contains 14617 members 
Mstep: Class 8 contains 715 members 
Mstep: Class 9 contains 102009 members 
Mstep: Class 10 contains 13620 members 
Mstep: Class 11 contains 58853 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 26802 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 14191 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 30667 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1129 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 35168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89401064.000000 Penalty: 175162.671875
Iteration 43Q: 23 clusters Score -8.940106e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 10128 members 
Mstep: Class 3 contains 9020 members 
Mstep: Class 4 contains 7675 members 
Mstep: Class 5 contains 89345 members 
Mstep: Class 6 contains 12071 members 
Mstep: Class 7 contains 14373 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 102147 members 
Mstep: Class 10 contains 13852 members 
Mstep: Class 11 contains 59128 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 26759 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 14055 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 764 members 
Mstep: Class 18 contains 30318 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1127 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 35258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89401872.000000 Penalty: 175162.671875
Iteration 44Q: 23 clusters Score -8.940187e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10167 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 7683 members 
Mstep: Class 5 contains 89277 members 
Mstep: Class 6 contains 12093 members 
Mstep: Class 7 contains 14197 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 102256 members 
Mstep: Class 10 contains 14058 members 
Mstep: Class 11 contains 59308 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 26710 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 13905 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 29994 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1122 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 35364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89402392.000000 Penalty: 175162.671875
Iteration 45Q: 23 clusters Score -8.940239e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 10203 members 
Mstep: Class 3 contains 9012 members 
Mstep: Class 4 contains 7688 members 
Mstep: Class 5 contains 89226 members 
Mstep: Class 6 contains 12111 members 
Mstep: Class 7 contains 14056 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 102332 members 
Mstep: Class 10 contains 14204 members 
Mstep: Class 11 contains 59441 members 
Mstep: Class 12 contains 1055 members 
Mstep: Class 13 contains 26666 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 13815 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 18 contains 29733 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1122 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 35464 members 
Entering Unmasked Estep 
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Score: -89402872.000000 Penalty: 175162.671875
Iteration 46Q: 23 clusters Score -8.940287e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10239 members 
Mstep: Class 3 contains 8993 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 89197 members 
Mstep: Class 6 contains 12121 members 
Mstep: Class 7 contains 13939 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 102386 members 
Mstep: Class 10 contains 14332 members 
Mstep: Class 11 contains 59562 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 26632 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 13733 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 29464 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1117 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 35578 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -8.940341e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10269 members 
Mstep: Class 3 contains 8991 members 
Mstep: Class 4 contains 7689 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 12134 members 
Mstep: Class 7 contains 13865 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 102426 members 
Mstep: Class 10 contains 14429 members 
Mstep: Class 11 contains 59647 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 26618 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 13605 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 29209 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1111 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 35693 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -8.940359e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 10286 members 
Mstep: Class 3 contains 8990 members 
Mstep: Class 4 contains 7688 members 
Mstep: Class 5 contains 89124 members 
Mstep: Class 6 contains 12145 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 102439 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 59737 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 26607 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 13491 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 28973 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1106 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 35842 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -8.940388e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 9002 members 
Mstep: Class 4 contains 7682 members 
Mstep: Class 5 contains 89099 members 
Mstep: Class 6 contains 12149 members 
Mstep: Class 7 contains 13743 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 102445 members 
Mstep: Class 10 contains 14594 members 
Mstep: Class 11 contains 59796 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 13 contains 26587 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 13385 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 28755 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 35993 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -8.940422e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 10301 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 7696 members 
Mstep: Class 5 contains 89041 members 
Mstep: Class 6 contains 12162 members 
Mstep: Class 7 contains 13687 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 102435 members 
Mstep: Class 10 contains 14671 members 
Mstep: Class 11 contains 59872 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 26581 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 13306 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 799 members 
Mstep: Class 18 contains 28557 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 36116 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -8.94044e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 10297 members 
Mstep: Class 3 contains 9051 members 
Mstep: Class 4 contains 7693 members 
Mstep: Class 5 contains 89003 members 
Mstep: Class 6 contains 12161 members 
Mstep: Class 7 contains 13646 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 102427 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 59935 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 26580 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 13253 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 28421 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 36199 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -8.940461e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 9064 members 
Mstep: Class 4 contains 7675 members 
Mstep: Class 5 contains 88997 members 
Mstep: Class 6 contains 12171 members 
Mstep: Class 7 contains 13599 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 102410 members 
Mstep: Class 10 contains 14801 members 
Mstep: Class 11 contains 59986 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 26567 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 13200 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 28333 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 36268 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -8.940468e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 10289 members 
Mstep: Class 3 contains 9081 members 
Mstep: Class 4 contains 7668 members 
Mstep: Class 5 contains 88960 members 
Mstep: Class 6 contains 12183 members 
Mstep: Class 7 contains 13558 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 102362 members 
Mstep: Class 10 contains 14871 members 
Mstep: Class 11 contains 60033 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 26554 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 13171 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 28247 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1069 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 36327 members 
Entering Unmasked Estep 
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Score: -89404680.000000 Penalty: 175162.671875
Iteration 54Q: 23 clusters Score -8.940468e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 10281 members 
Mstep: Class 3 contains 9096 members 
Mstep: Class 4 contains 7665 members 
Mstep: Class 5 contains 88920 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 13536 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 102337 members 
Mstep: Class 10 contains 14917 members 
Mstep: Class 11 contains 60073 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 26543 members 
Mstep: Class 14 contains 689 members 
Mstep: Class 15 contains 13138 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 28151 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 36407 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -8.940498e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 10289 members 
Mstep: Class 3 contains 9119 members 
Mstep: Class 4 contains 7660 members 
Mstep: Class 5 contains 88884 members 
Mstep: Class 6 contains 12197 members 
Mstep: Class 7 contains 13513 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 102325 members 
Mstep: Class 10 contains 14979 members 
Mstep: Class 11 contains 60117 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 26530 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 13066 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 28077 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 36474 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -8.940524e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 9127 members 
Mstep: Class 4 contains 7666 members 
Mstep: Class 5 contains 88849 members 
Mstep: Class 6 contains 12202 members 
Mstep: Class 7 contains 13488 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 102310 members 
Mstep: Class 10 contains 15035 members 
Mstep: Class 11 contains 60144 members 
Mstep: Class 12 contains 1039 members 
Mstep: Class 13 contains 26528 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 13002 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 819 members 
Mstep: Class 18 contains 28005 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1040 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 36527 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -8.940545e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 9137 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 88807 members 
Mstep: Class 6 contains 12210 members 
Mstep: Class 7 contains 13461 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 102273 members 
Mstep: Class 10 contains 15088 members 
Mstep: Class 11 contains 60174 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26524 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 27936 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 36597 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -8.940574e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 9153 members 
Mstep: Class 4 contains 7700 members 
Mstep: Class 5 contains 88782 members 
Mstep: Class 6 contains 12203 members 
Mstep: Class 7 contains 13438 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 102249 members 
Mstep: Class 10 contains 15126 members 
Mstep: Class 11 contains 60208 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 26523 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 12876 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 27860 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 36661 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -8.940575e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 9164 members 
Mstep: Class 4 contains 7697 members 
Mstep: Class 5 contains 88756 members 
Mstep: Class 6 contains 12200 members 
Mstep: Class 7 contains 13415 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 102218 members 
Mstep: Class 10 contains 15180 members 
Mstep: Class 11 contains 60251 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26514 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 12822 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 27794 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1022 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 36724 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -8.940569e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 9166 members 
Mstep: Class 4 contains 7699 members 
Mstep: Class 5 contains 88730 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 13394 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 102195 members 
Mstep: Class 10 contains 15224 members 
Mstep: Class 11 contains 60275 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26514 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 27736 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 36783 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -8.9406e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 9158 members 
Mstep: Class 4 contains 7701 members 
Mstep: Class 5 contains 88709 members 
Mstep: Class 6 contains 12200 members 
Mstep: Class 7 contains 13371 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 102168 members 
Mstep: Class 10 contains 15268 members 
Mstep: Class 11 contains 60305 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26515 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 12726 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 844 members 
Mstep: Class 18 contains 27683 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 36836 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -8.940611e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 9176 members 
Mstep: Class 4 contains 7706 members 
Mstep: Class 5 contains 88697 members 
Mstep: Class 6 contains 12200 members 
Mstep: Class 7 contains 13348 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 102129 members 
Mstep: Class 10 contains 15299 members 
Mstep: Class 11 contains 60329 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26510 members 
Mstep: Class 14 contains 683 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 854 members 
Mstep: Class 18 contains 27656 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 36862 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -8.940618e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 9185 members 
Mstep: Class 4 contains 7701 members 
Mstep: Class 5 contains 88685 members 
Mstep: Class 6 contains 12199 members 
Mstep: Class 7 contains 13331 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 102100 members 
Mstep: Class 10 contains 15323 members 
Mstep: Class 11 contains 60354 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26507 members 
Mstep: Class 14 contains 663 members 
Mstep: Class 15 contains 12644 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 874 members 
Mstep: Class 18 contains 27630 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 36892 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -8.94065e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 9182 members 
Mstep: Class 4 contains 7701 members 
Mstep: Class 5 contains 88669 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 13319 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 102071 members 
Mstep: Class 10 contains 15348 members 
Mstep: Class 11 contains 60372 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26500 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 12634 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 27599 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 36926 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -8.940679e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 9185 members 
Mstep: Class 4 contains 7698 members 
Mstep: Class 5 contains 88661 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 13304 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 102036 members 
Mstep: Class 10 contains 15369 members 
Mstep: Class 11 contains 60393 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26491 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 12621 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 27565 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 36955 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -8.940682e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 9175 members 
Mstep: Class 4 contains 7699 members 
Mstep: Class 5 contains 88658 members 
Mstep: Class 6 contains 12213 members 
Mstep: Class 7 contains 13294 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 102007 members 
Mstep: Class 10 contains 15380 members 
Mstep: Class 11 contains 60411 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26484 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 924 members 
Mstep: Class 18 contains 27538 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 36974 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -8.940698e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 10342 members 
Mstep: Class 3 contains 9167 members 
Mstep: Class 4 contains 7700 members 
Mstep: Class 5 contains 88642 members 
Mstep: Class 6 contains 12214 members 
Mstep: Class 7 contains 13290 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101978 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 60423 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26479 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12601 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27516 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 36988 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -8.940705e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 9160 members 
Mstep: Class 4 contains 7700 members 
Mstep: Class 5 contains 88639 members 
Mstep: Class 6 contains 12213 members 
Mstep: Class 7 contains 13283 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101953 members 
Mstep: Class 10 contains 15409 members 
Mstep: Class 11 contains 60432 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26465 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12588 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27494 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37007 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -8.940701e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 3 contains 9161 members 
Mstep: Class 4 contains 7697 members 
Mstep: Class 5 contains 88622 members 
Mstep: Class 6 contains 12212 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101927 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 60438 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26449 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12583 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27478 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89407104.000000 Penalty: 175162.671875
Iteration 70Q: 23 clusters Score -8.94071e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10359 members 
Mstep: Class 3 contains 9165 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 88616 members 
Mstep: Class 6 contains 12212 members 
Mstep: Class 7 contains 13274 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101904 members 
Mstep: Class 10 contains 15448 members 
Mstep: Class 11 contains 60452 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26441 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12563 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27455 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89407128.000000 Penalty: 175162.671875
Iteration 71Q: 23 clusters Score -8.940713e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 9162 members 
Mstep: Class 4 contains 7680 members 
Mstep: Class 5 contains 88608 members 
Mstep: Class 6 contains 12211 members 
Mstep: Class 7 contains 13271 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101894 members 
Mstep: Class 10 contains 15468 members 
Mstep: Class 11 contains 60459 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26434 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12535 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27436 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89407040.000000 Penalty: 175162.671875
Iteration 72Q: 23 clusters Score -8.940704e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 9159 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 88593 members 
Mstep: Class 6 contains 12203 members 
Mstep: Class 7 contains 13269 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101892 members 
Mstep: Class 10 contains 15481 members 
Mstep: Class 11 contains 60470 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26432 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12493 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27415 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89407008.000000 Penalty: 175162.671875
Iteration 73Q: 23 clusters Score -8.940701e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 3 contains 9151 members 
Mstep: Class 4 contains 7691 members 
Mstep: Class 5 contains 88580 members 
Mstep: Class 6 contains 12203 members 
Mstep: Class 7 contains 13268 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101877 members 
Mstep: Class 10 contains 15488 members 
Mstep: Class 11 contains 60474 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26427 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12465 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27399 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89407000.000000 Penalty: 175162.671875
Iteration 74Q: 23 clusters Score -8.9407e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 10352 members 
Mstep: Class 3 contains 9139 members 
Mstep: Class 4 contains 7692 members 
Mstep: Class 5 contains 88567 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 13267 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101849 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 60477 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26424 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12459 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27381 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89407200.000000 Penalty: 175162.671875
Iteration 75Q: 23 clusters Score -8.94072e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 9141 members 
Mstep: Class 4 contains 7690 members 
Mstep: Class 5 contains 88563 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101823 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 60493 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26414 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12440 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27371 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89407272.000000 Penalty: 175162.671875
Iteration 76Q: 23 clusters Score -8.940727e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 9141 members 
Mstep: Class 4 contains 7687 members 
Mstep: Class 5 contains 88566 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101789 members 
Mstep: Class 10 contains 15507 members 
Mstep: Class 11 contains 60505 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26405 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12438 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27360 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89407408.000000 Penalty: 175162.671875
Iteration 77Q: 23 clusters Score -8.940741e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 9143 members 
Mstep: Class 4 contains 7688 members 
Mstep: Class 5 contains 88577 members 
Mstep: Class 6 contains 12209 members 
Mstep: Class 7 contains 13235 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 101754 members 
Mstep: Class 10 contains 15511 members 
Mstep: Class 11 contains 60515 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26397 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12436 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27352 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89407360.000000 Penalty: 175162.671875
Iteration 78Q: 23 clusters Score -8.940736e+07 nChanged 151
Entering ConstructFrom: 
Score: -89407360.000000 Penalty: 175162.671875
Entering ConstructFrom: 
Trying to split cluster 1 (12495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Entering Unmasked Estep 
Score: -2462297.250000 Penalty: 5777.763672
	Iteration 0F: 2 clusters Score -2462297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2450538.000000 Penalty: 11555.527344
	Iteration 0F: 3 clusters Score -2450538 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2453196.500000 Penalty: 11555.527344
	Iteration 1F: 3 clusters Score -2453196 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2453715.500000 Penalty: 11555.527344
	Iteration 2F: 3 clusters Score -2453716 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2454022.000000 Penalty: 11555.527344
	Iteration 3Q: 3 clusters Score -2454022 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2454207.500000 Penalty: 11555.527344
	Iteration 4Q: 3 clusters Score -2454208 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2454336.750000 Penalty: 11555.527344
	Iteration 5Q: 3 clusters Score -2454337 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2454445.750000 Penalty: 11555.527344
	Iteration 6Q: 3 clusters Score -2454446 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2454520.250000 Penalty: 11555.527344
	Iteration 7Q: 3 clusters Score -2454520 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2454589.500000 Penalty: 11555.527344
	Iteration 8Q: 3 clusters Score -2454590 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2454646.250000 Penalty: 11555.527344
	Iteration 9Q: 3 clusters Score -2454646 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2454705.000000 Penalty: 11555.527344
	Iteration 10Q: 3 clusters Score -2454705 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2454759.250000 Penalty: 11555.527344
	Iteration 11Q: 3 clusters Score -2454759 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2454823.250000 Penalty: 11555.527344
	Iteration 12Q: 3 clusters Score -2454823 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2454877.250000 Penalty: 11555.527344
	Iteration 13Q: 3 clusters Score -2454877 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2454922.750000 Penalty: 11555.527344
	Iteration 14Q: 3 clusters Score -2454923 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2454980.000000 Penalty: 11555.527344
	Iteration 15Q: 3 clusters Score -2454980 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2455045.250000 Penalty: 11555.527344
	Iteration 16Q: 3 clusters Score -2455045 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2455098.750000 Penalty: 11555.527344
	Iteration 17Q: 3 clusters Score -2455099 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2455157.250000 Penalty: 11555.527344
	Iteration 18Q: 3 clusters Score -2455157 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2455204.250000 Penalty: 11555.527344
	Iteration 19Q: 3 clusters Score -2455204 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2455252.750000 Penalty: 11555.527344
	Iteration 20F: 3 clusters Score -2455253 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2455298.000000 Penalty: 11555.527344
	Iteration 21Q: 3 clusters Score -2455298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2455363.750000 Penalty: 11555.527344
	Iteration 22Q: 3 clusters Score -2455364 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2455408.000000 Penalty: 11555.527344
	Iteration 23Q: 3 clusters Score -2455408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2455478.250000 Penalty: 11555.527344
	Iteration 24Q: 3 clusters Score -2455478 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2455531.250000 Penalty: 11555.527344
	Iteration 25Q: 3 clusters Score -2455531 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2455575.250000 Penalty: 11555.527344
	Iteration 26Q: 3 clusters Score -2455575 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2455632.000000 Penalty: 11555.527344
	Iteration 27Q: 3 clusters Score -2455632 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2455683.000000 Penalty: 11555.527344
	Iteration 28Q: 3 clusters Score -2455683 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2455743.500000 Penalty: 11555.527344
	Iteration 29Q: 3 clusters Score -2455744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2455784.750000 Penalty: 11555.527344
	Iteration 30Q: 3 clusters Score -2455785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2455846.750000 Penalty: 11555.527344
	Iteration 31Q: 3 clusters Score -2455847 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2455893.000000 Penalty: 11555.527344
	Iteration 32Q: 3 clusters Score -2455893 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2455956.750000 Penalty: 11555.527344
	Iteration 33Q: 3 clusters Score -2455957 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2456028.250000 Penalty: 11555.527344
	Iteration 34Q: 3 clusters Score -2456028 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2456104.250000 Penalty: 11555.527344
	Iteration 35Q: 3 clusters Score -2456104 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2456183.750000 Penalty: 11555.527344
	Iteration 36Q: 3 clusters Score -2456184 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2456244.000000 Penalty: 11555.527344
	Iteration 37Q: 3 clusters Score -2456244 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2456330.500000 Penalty: 11555.527344
	Iteration 38Q: 3 clusters Score -2456330 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2456403.250000 Penalty: 11555.527344
	Iteration 39Q: 3 clusters Score -2456403 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2456474.250000 Penalty: 11555.527344
	Iteration 40F: 3 clusters Score -2456474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2456534.250000 Penalty: 11555.527344
	Iteration 41Q: 3 clusters Score -2456534 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2456602.500000 Penalty: 11555.527344
	Iteration 42Q: 3 clusters Score -2456602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2456644.250000 Penalty: 11555.527344
	Iteration 43Q: 3 clusters Score -2456644 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2456691.750000 Penalty: 11555.527344
	Iteration 44Q: 3 clusters Score -2456692 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2456759.000000 Penalty: 11555.527344
	Iteration 45Q: 3 clusters Score -2456759 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2456826.250000 Penalty: 11555.527344
	Iteration 46Q: 3 clusters Score -2456826 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2456891.500000 Penalty: 11555.527344
	Iteration 47Q: 3 clusters Score -2456892 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2456943.000000 Penalty: 11555.527344
	Iteration 48Q: 3 clusters Score -2456943 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2457001.250000 Penalty: 11555.527344
	Iteration 49Q: 3 clusters Score -2457001 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2457050.250000 Penalty: 11555.527344
	Iteration 50Q: 3 clusters Score -2457050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2457087.000000 Penalty: 11555.527344
	Iteration 51Q: 3 clusters Score -2457087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2457119.750000 Penalty: 11555.527344
	Iteration 52Q: 3 clusters Score -2457120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2457147.000000 Penalty: 11555.527344
	Iteration 53Q: 3 clusters Score -2457147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2457179.000000 Penalty: 11555.527344
	Iteration 54Q: 3 clusters Score -2457179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2457195.500000 Penalty: 11555.527344
	Iteration 55Q: 3 clusters Score -2457196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2457213.750000 Penalty: 11555.527344
	Iteration 56Q: 3 clusters Score -2457214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2457217.500000 Penalty: 11555.527344
	Iteration 57Q: 3 clusters Score -2457218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2457237.000000 Penalty: 11555.527344
	Iteration 58Q: 3 clusters Score -2457237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2457246.500000 Penalty: 11555.527344
	Iteration 59Q: 3 clusters Score -2457246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2457248.750000 Penalty: 11555.527344
	Iteration 60F: 3 clusters Score -2457249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2457256.000000 Penalty: 11555.527344
	Iteration 61Q: 3 clusters Score -2457256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2457262.750000 Penalty: 11555.527344
	Iteration 62Q: 3 clusters Score -2457263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2457277.750000 Penalty: 11555.527344
	Iteration 63Q: 3 clusters Score -2457278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2457281.500000 Penalty: 11555.527344
	Iteration 64Q: 3 clusters Score -2457282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2457288.000000 Penalty: 11555.527344
	Iteration 65Q: 3 clusters Score -2457288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2457289.750000 Penalty: 11555.527344
	Iteration 66Q: 3 clusters Score -2457290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2457293.750000 Penalty: 11555.527344
	Iteration 67Q: 3 clusters Score -2457294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2457295.500000 Penalty: 11555.527344
	Iteration 68Q: 3 clusters Score -2457296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2457294.500000 Penalty: 11555.527344
	Iteration 69Q: 3 clusters Score -2457294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2457302.000000 Penalty: 11555.527344
	Iteration 70Q: 3 clusters Score -2457302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2457301.250000 Penalty: 11555.527344
	Iteration 71Q: 3 clusters Score -2457301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2457300.750000 Penalty: 11555.527344
	Iteration 72Q: 3 clusters Score -2457301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2457304.000000 Penalty: 11555.527344
	Iteration 73Q: 3 clusters Score -2457304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2457304.000000 Penalty: 11555.527344
	Iteration 74F: 3 clusters Score -2457304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Entering Unmasked Estep 
Score: -2043217.375000 Penalty: 5662.759277
	Iteration 0F: 2 clusters Score -2043217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2032769.875000 Penalty: 11325.518555
	Iteration 0F: 3 clusters Score -2032770 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2034960.750000 Penalty: 11325.518555
	Iteration 1F: 3 clusters Score -2034961 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2035384.250000 Penalty: 11325.518555
	Iteration 2F: 3 clusters Score -2035384 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2035619.625000 Penalty: 11325.518555
	Iteration 3Q: 3 clusters Score -2035620 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2035774.750000 Penalty: 11325.518555
	Iteration 4Q: 3 clusters Score -2035775 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2035901.500000 Penalty: 11325.518555
	Iteration 5Q: 3 clusters Score -2035902 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2035996.500000 Penalty: 11325.518555
	Iteration 6Q: 3 clusters Score -2035996 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2036077.250000 Penalty: 11325.518555
	Iteration 7Q: 3 clusters Score -2036077 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2036132.625000 Penalty: 11325.518555
	Iteration 8Q: 3 clusters Score -2036133 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2036185.000000 Penalty: 11325.518555
	Iteration 9Q: 3 clusters Score -2036185 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2036225.250000 Penalty: 11325.518555
	Iteration 10Q: 3 clusters Score -2036225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2036263.000000 Penalty: 11325.518555
	Iteration 11Q: 3 clusters Score -2036263 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2036300.375000 Penalty: 11325.518555
	Iteration 12Q: 3 clusters Score -2036300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2036325.500000 Penalty: 11325.518555
	Iteration 13Q: 3 clusters Score -2036326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2036359.000000 Penalty: 11325.518555
	Iteration 14Q: 3 clusters Score -2036359 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2036381.000000 Penalty: 11325.518555
	Iteration 15Q: 3 clusters Score -2036381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2036406.000000 Penalty: 11325.518555
	Iteration 16Q: 3 clusters Score -2036406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2036433.000000 Penalty: 11325.518555
	Iteration 17Q: 3 clusters Score -2036433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2036453.625000 Penalty: 11325.518555
	Iteration 18Q: 3 clusters Score -2036454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2036486.875000 Penalty: 11325.518555
	Iteration 19Q: 3 clusters Score -2036487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2036499.375000 Penalty: 11325.518555
	Iteration 20F: 3 clusters Score -2036499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2036516.125000 Penalty: 11325.518555
	Iteration 21Q: 3 clusters Score -2036516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2036531.750000 Penalty: 11325.518555
	Iteration 22Q: 3 clusters Score -2036532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2036554.250000 Penalty: 11325.518555
	Iteration 23Q: 3 clusters Score -2036554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2036576.000000 Penalty: 11325.518555
	Iteration 24Q: 3 clusters Score -2036576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2036598.500000 Penalty: 11325.518555
	Iteration 25Q: 3 clusters Score -2036598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2036634.000000 Penalty: 11325.518555
	Iteration 26Q: 3 clusters Score -2036634 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2036676.625000 Penalty: 11325.518555
	Iteration 27Q: 3 clusters Score -2036677 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2036719.375000 Penalty: 11325.518555
	Iteration 28Q: 3 clusters Score -2036719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2036764.875000 Penalty: 11325.518555
	Iteration 29Q: 3 clusters Score -2036765 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2036800.375000 Penalty: 11325.518555
	Iteration 30Q: 3 clusters Score -2036800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2036839.375000 Penalty: 11325.518555
	Iteration 31Q: 3 clusters Score -2036839 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2036865.000000 Penalty: 11325.518555
	Iteration 32Q: 3 clusters Score -2036865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2036897.500000 Penalty: 11325.518555
	Iteration 33Q: 3 clusters Score -2036898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2036929.375000 Penalty: 11325.518555
	Iteration 34Q: 3 clusters Score -2036929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2036961.750000 Penalty: 11325.518555
	Iteration 35Q: 3 clusters Score -2036962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2036990.750000 Penalty: 11325.518555
	Iteration 36Q: 3 clusters Score -2036991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2037022.875000 Penalty: 11325.518555
	Iteration 37Q: 3 clusters Score -2037023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2037059.375000 Penalty: 11325.518555
	Iteration 38Q: 3 clusters Score -2037059 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2037087.625000 Penalty: 11325.518555
	Iteration 39Q: 3 clusters Score -2037088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2037110.000000 Penalty: 11325.518555
	Iteration 40F: 3 clusters Score -2037110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2037138.750000 Penalty: 11325.518555
	Iteration 41Q: 3 clusters Score -2037139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2037156.375000 Penalty: 11325.518555
	Iteration 42Q: 3 clusters Score -2037156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2037177.250000 Penalty: 11325.518555
	Iteration 43Q: 3 clusters Score -2037177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2037190.625000 Penalty: 11325.518555
	Iteration 44Q: 3 clusters Score -2037191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2037206.750000 Penalty: 11325.518555
	Iteration 45Q: 3 clusters Score -2037207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2037215.750000 Penalty: 11325.518555
	Iteration 46Q: 3 clusters Score -2037216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2037223.750000 Penalty: 11325.518555
	Iteration 47Q: 3 clusters Score -2037224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2037236.875000 Penalty: 11325.518555
	Iteration 48Q: 3 clusters Score -2037237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2037244.125000 Penalty: 11325.518555
	Iteration 49Q: 3 clusters Score -2037244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2037251.250000 Penalty: 11325.518555
	Iteration 50Q: 3 clusters Score -2037251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2037257.750000 Penalty: 11325.518555
	Iteration 51Q: 3 clusters Score -2037258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2037264.500000 Penalty: 11325.518555
	Iteration 52Q: 3 clusters Score -2037264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2037267.375000 Penalty: 11325.518555
	Iteration 53Q: 3 clusters Score -2037267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2037273.625000 Penalty: 11325.518555
	Iteration 54Q: 3 clusters Score -2037274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2037281.500000 Penalty: 11325.518555
	Iteration 55Q: 3 clusters Score -2037282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2037286.750000 Penalty: 11325.518555
	Iteration 56Q: 3 clusters Score -2037287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2037285.375000 Penalty: 11325.518555
	Iteration 57Q: 3 clusters Score -2037285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2037285.375000 Penalty: 11325.518555
	Iteration 58Q: 3 clusters Score -2037285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2037285.000000 Penalty: 11325.518555
	Iteration 59Q: 3 clusters Score -2037285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2037290.500000 Penalty: 11325.518555
	Iteration 60F: 3 clusters Score -2037290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2037293.125000 Penalty: 11325.518555
	Iteration 61Q: 3 clusters Score -2037293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2037300.000000 Penalty: 11325.518555
	Iteration 62Q: 3 clusters Score -2037300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2037303.250000 Penalty: 11325.518555
	Iteration 63Q: 3 clusters Score -2037303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2037306.875000 Penalty: 11325.518555
	Iteration 64Q: 3 clusters Score -2037307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2037317.125000 Penalty: 11325.518555
	Iteration 65Q: 3 clusters Score -2037317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2037319.875000 Penalty: 11325.518555
	Iteration 66Q: 3 clusters Score -2037320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2037329.750000 Penalty: 11325.518555
	Iteration 67Q: 3 clusters Score -2037330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2037333.625000 Penalty: 11325.518555
	Iteration 68Q: 3 clusters Score -2037334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2037346.125000 Penalty: 11325.518555
	Iteration 69Q: 3 clusters Score -2037346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2037356.500000 Penalty: 11325.518555
	Iteration 70Q: 3 clusters Score -2037356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2037358.125000 Penalty: 11325.518555
	Iteration 71Q: 3 clusters Score -2037358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2037370.500000 Penalty: 11325.518555
	Iteration 72Q: 3 clusters Score -2037370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2037374.625000 Penalty: 11325.518555
	Iteration 73Q: 3 clusters Score -2037375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2037381.375000 Penalty: 11325.518555
	Iteration 74Q: 3 clusters Score -2037381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2037388.125000 Penalty: 11325.518555
	Iteration 75Q: 3 clusters Score -2037388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2037396.875000 Penalty: 11325.518555
	Iteration 76Q: 3 clusters Score -2037397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2037405.375000 Penalty: 11325.518555
	Iteration 77Q: 3 clusters Score -2037405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2037413.875000 Penalty: 11325.518555
	Iteration 78Q: 3 clusters Score -2037414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2037414.625000 Penalty: 11325.518555
	Iteration 79Q: 3 clusters Score -2037415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2037426.750000 Penalty: 11325.518555
	Iteration 80F: 3 clusters Score -2037427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2037433.500000 Penalty: 11325.518555
	Iteration 81Q: 3 clusters Score -2037434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2037434.250000 Penalty: 11325.518555
	Iteration 82Q: 3 clusters Score -2037434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2037440.875000 Penalty: 11325.518555
	Iteration 83Q: 3 clusters Score -2037441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2037452.375000 Penalty: 11325.518555
	Iteration 84Q: 3 clusters Score -2037452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2037466.875000 Penalty: 11325.518555
	Iteration 85Q: 3 clusters Score -2037467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2037477.250000 Penalty: 11325.518555
	Iteration 86Q: 3 clusters Score -2037477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2037488.250000 Penalty: 11325.518555
	Iteration 87Q: 3 clusters Score -2037488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2037499.000000 Penalty: 11325.518555
	Iteration 88Q: 3 clusters Score -2037499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2037509.750000 Penalty: 11325.518555
	Iteration 89Q: 3 clusters Score -2037510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2037522.000000 Penalty: 11325.518555
	Iteration 90Q: 3 clusters Score -2037522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2037528.750000 Penalty: 11325.518555
	Iteration 91Q: 3 clusters Score -2037529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2037540.625000 Penalty: 11325.518555
	Iteration 92Q: 3 clusters Score -2037541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2037546.000000 Penalty: 11325.518555
	Iteration 93Q: 3 clusters Score -2037546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2037561.875000 Penalty: 11325.518555
	Iteration 94Q: 3 clusters Score -2037562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2037573.500000 Penalty: 11325.518555
	Iteration 95Q: 3 clusters Score -2037574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2037581.750000 Penalty: 11325.518555
	Iteration 96Q: 3 clusters Score -2037582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2037589.875000 Penalty: 11325.518555
	Iteration 97Q: 3 clusters Score -2037590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2037597.625000 Penalty: 11325.518555
	Iteration 98Q: 3 clusters Score -2037598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2037611.875000 Penalty: 11325.518555
	Iteration 99Q: 3 clusters Score -2037612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2037623.500000 Penalty: 11325.518555
	Iteration 100F: 3 clusters Score -2037624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2037646.000000 Penalty: 11325.518555
	Iteration 101Q: 3 clusters Score -2037646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2037661.750000 Penalty: 11325.518555
	Iteration 102Q: 3 clusters Score -2037662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2037679.750000 Penalty: 11325.518555
	Iteration 103Q: 3 clusters Score -2037680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2037700.125000 Penalty: 11325.518555
	Iteration 104Q: 3 clusters Score -2037700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2037709.625000 Penalty: 11325.518555
	Iteration 105Q: 3 clusters Score -2037710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2037718.000000 Penalty: 11325.518555
	Iteration 106Q: 3 clusters Score -2037718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2037730.375000 Penalty: 11325.518555
	Iteration 107Q: 3 clusters Score -2037730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2037742.750000 Penalty: 11325.518555
	Iteration 108Q: 3 clusters Score -2037743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2037746.125000 Penalty: 11325.518555
	Iteration 109Q: 3 clusters Score -2037746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2037751.500000 Penalty: 11325.518555
	Iteration 110Q: 3 clusters Score -2037752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2037755.625000 Penalty: 11325.518555
	Iteration 111Q: 3 clusters Score -2037756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2037760.250000 Penalty: 11325.518555
	Iteration 112Q: 3 clusters Score -2037760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2037766.750000 Penalty: 11325.518555
	Iteration 113Q: 3 clusters Score -2037767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2037772.250000 Penalty: 11325.518555
	Iteration 114Q: 3 clusters Score -2037772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2037774.000000 Penalty: 11325.518555
	Iteration 115Q: 3 clusters Score -2037774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2037770.500000 Penalty: 11325.518555
	Iteration 116Q: 3 clusters Score -2037770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2037775.250000 Penalty: 11325.518555
	Iteration 117Q: 3 clusters Score -2037775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2037788.250000 Penalty: 11325.518555
	Iteration 118Q: 3 clusters Score -2037788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2037789.500000 Penalty: 11325.518555
	Iteration 119Q: 3 clusters Score -2037790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2037798.250000 Penalty: 11325.518555
	Iteration 120F: 3 clusters Score -2037798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2037795.375000 Penalty: 11325.518555
	Iteration 121Q: 3 clusters Score -2037795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2037808.625000 Penalty: 11325.518555
	Iteration 122Q: 3 clusters Score -2037809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2037813.125000 Penalty: 11325.518555
	Iteration 123Q: 3 clusters Score -2037813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2037816.125000 Penalty: 11325.518555
	Iteration 124Q: 3 clusters Score -2037816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2037818.875000 Penalty: 11325.518555
	Iteration 125Q: 3 clusters Score -2037819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2037821.625000 Penalty: 11325.518555
	Iteration 126Q: 3 clusters Score -2037822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2037822.375000 Penalty: 11325.518555
	Iteration 127Q: 3 clusters Score -2037822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2037835.375000 Penalty: 11325.518555
	Iteration 128Q: 3 clusters Score -2037835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2037840.375000 Penalty: 11325.518555
	Iteration 129Q: 3 clusters Score -2037840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2037841.500000 Penalty: 11325.518555
	Iteration 130Q: 3 clusters Score -2037842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2037846.000000 Penalty: 11325.518555
	Iteration 131Q: 3 clusters Score -2037846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2037852.750000 Penalty: 11325.518555
	Iteration 132Q: 3 clusters Score -2037853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2037854.000000 Penalty: 11325.518555
	Iteration 133Q: 3 clusters Score -2037854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2037856.000000 Penalty: 11325.518555
	Iteration 134Q: 3 clusters Score -2037856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2037858.750000 Penalty: 11325.518555
	Iteration 135Q: 3 clusters Score -2037859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2037860.500000 Penalty: 11325.518555
	Iteration 136Q: 3 clusters Score -2037860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2037860.875000 Penalty: 11325.518555
	Iteration 137Q: 3 clusters Score -2037861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2037862.250000 Penalty: 11325.518555
	Iteration 138Q: 3 clusters Score -2037862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2037864.000000 Penalty: 11325.518555
	Iteration 139Q: 3 clusters Score -2037864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2037864.500000 Penalty: 11325.518555
	Iteration 140F: 3 clusters Score -2037864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2037866.375000 Penalty: 11325.518555
	Iteration 141Q: 3 clusters Score -2037866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2037864.250000 Penalty: 11325.518555
	Iteration 142Q: 3 clusters Score -2037864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2037868.250000 Penalty: 11325.518555
	Iteration 143Q: 3 clusters Score -2037868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2037867.375000 Penalty: 11325.518555
	Iteration 144Q: 3 clusters Score -2037867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2037867.625000 Penalty: 11325.518555
	Iteration 145Q: 3 clusters Score -2037868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2037872.875000 Penalty: 11325.518555
	Iteration 146Q: 3 clusters Score -2037873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2037877.250000 Penalty: 11325.518555
	Iteration 147Q: 3 clusters Score -2037877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2037876.625000 Penalty: 11325.518555
	Iteration 148Q: 3 clusters Score -2037877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2037878.125000 Penalty: 11325.518555
	Iteration 149Q: 3 clusters Score -2037878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2037881.000000 Penalty: 11325.518555
	Iteration 150Q: 3 clusters Score -2037881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2037883.500000 Penalty: 11325.518555
	Iteration 151Q: 3 clusters Score -2037884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2037879.250000 Penalty: 11325.518555
	Iteration 152Q: 3 clusters Score -2037879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2037880.875000 Penalty: 11325.518555
	Iteration 153Q: 3 clusters Score -2037881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2037884.125000 Penalty: 11325.518555
	Iteration 154Q: 3 clusters Score -2037884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2037885.000000 Penalty: 11325.518555
	Iteration 155Q: 3 clusters Score -2037885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2037883.625000 Penalty: 11325.518555
	Iteration 156Q: 3 clusters Score -2037884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2037883.625000 Penalty: 11325.518555
	Iteration 157F: 3 clusters Score -2037884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1791444.250000 Penalty: 5586.723633
	Iteration 0F: 2 clusters Score -1791444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1781747.250000 Penalty: 11173.447266
	Iteration 0F: 3 clusters Score -1781747 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1783698.250000 Penalty: 11173.447266
	Iteration 1F: 3 clusters Score -1783698 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1784133.000000 Penalty: 11173.447266
	Iteration 2F: 3 clusters Score -1784133 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1784396.750000 Penalty: 11173.447266
	Iteration 3Q: 3 clusters Score -1784397 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1784579.875000 Penalty: 11173.447266
	Iteration 4Q: 3 clusters Score -1784580 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1784692.625000 Penalty: 11173.447266
	Iteration 5Q: 3 clusters Score -1784693 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1784791.750000 Penalty: 11173.447266
	Iteration 6Q: 3 clusters Score -1784792 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1784870.375000 Penalty: 11173.447266
	Iteration 7Q: 3 clusters Score -1784870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1784957.500000 Penalty: 11173.447266
	Iteration 8Q: 3 clusters Score -1784958 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1785050.875000 Penalty: 11173.447266
	Iteration 9Q: 3 clusters Score -1785051 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1785131.250000 Penalty: 11173.447266
	Iteration 10Q: 3 clusters Score -1785131 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1785219.250000 Penalty: 11173.447266
	Iteration 11Q: 3 clusters Score -1785219 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1785315.250000 Penalty: 11173.447266
	Iteration 12Q: 3 clusters Score -1785315 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1785388.750000 Penalty: 11173.447266
	Iteration 13Q: 3 clusters Score -1785389 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1785468.250000 Penalty: 11173.447266
	Iteration 14Q: 3 clusters Score -1785468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1785550.000000 Penalty: 11173.447266
	Iteration 15Q: 3 clusters Score -1785550 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1785631.250000 Penalty: 11173.447266
	Iteration 16Q: 3 clusters Score -1785631 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1785717.500000 Penalty: 11173.447266
	Iteration 17Q: 3 clusters Score -1785718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1785800.125000 Penalty: 11173.447266
	Iteration 18Q: 3 clusters Score -1785800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1785865.500000 Penalty: 11173.447266
	Iteration 19Q: 3 clusters Score -1785866 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1785940.625000 Penalty: 11173.447266
	Iteration 20F: 3 clusters Score -1785941 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1786024.500000 Penalty: 11173.447266
	Iteration 21Q: 3 clusters Score -1786024 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1786103.250000 Penalty: 11173.447266
	Iteration 22Q: 3 clusters Score -1786103 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1786177.625000 Penalty: 11173.447266
	Iteration 23Q: 3 clusters Score -1786178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1786244.250000 Penalty: 11173.447266
	Iteration 24Q: 3 clusters Score -1786244 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1786321.750000 Penalty: 11173.447266
	Iteration 25Q: 3 clusters Score -1786322 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1786412.250000 Penalty: 11173.447266
	Iteration 26Q: 3 clusters Score -1786412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1786475.625000 Penalty: 11173.447266
	Iteration 27Q: 3 clusters Score -1786476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1786545.500000 Penalty: 11173.447266
	Iteration 28Q: 3 clusters Score -1786546 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1786615.000000 Penalty: 11173.447266
	Iteration 29Q: 3 clusters Score -1786615 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1786685.375000 Penalty: 11173.447266
	Iteration 30Q: 3 clusters Score -1786685 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1786760.125000 Penalty: 11173.447266
	Iteration 31Q: 3 clusters Score -1786760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1786850.625000 Penalty: 11173.447266
	Iteration 32Q: 3 clusters Score -1786851 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1786941.250000 Penalty: 11173.447266
	Iteration 33Q: 3 clusters Score -1786941 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1787021.375000 Penalty: 11173.447266
	Iteration 34Q: 3 clusters Score -1787021 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1787096.000000 Penalty: 11173.447266
	Iteration 35Q: 3 clusters Score -1787096 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1787167.125000 Penalty: 11173.447266
	Iteration 36Q: 3 clusters Score -1787167 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1787232.375000 Penalty: 11173.447266
	Iteration 37Q: 3 clusters Score -1787232 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1787298.750000 Penalty: 11173.447266
	Iteration 38Q: 3 clusters Score -1787299 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1787361.625000 Penalty: 11173.447266
	Iteration 39Q: 3 clusters Score -1787362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1787425.250000 Penalty: 11173.447266
	Iteration 40F: 3 clusters Score -1787425 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1787497.625000 Penalty: 11173.447266
	Iteration 41Q: 3 clusters Score -1787498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1787577.750000 Penalty: 11173.447266
	Iteration 42Q: 3 clusters Score -1787578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1787673.125000 Penalty: 11173.447266
	Iteration 43Q: 3 clusters Score -1787673 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1787756.875000 Penalty: 11173.447266
	Iteration 44Q: 3 clusters Score -1787757 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1787825.000000 Penalty: 11173.447266
	Iteration 45Q: 3 clusters Score -1787825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1787879.375000 Penalty: 11173.447266
	Iteration 46Q: 3 clusters Score -1787879 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1787924.250000 Penalty: 11173.447266
	Iteration 47Q: 3 clusters Score -1787924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1787962.000000 Penalty: 11173.447266
	Iteration 48Q: 3 clusters Score -1787962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1787983.375000 Penalty: 11173.447266
	Iteration 49Q: 3 clusters Score -1787983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1788003.375000 Penalty: 11173.447266
	Iteration 50Q: 3 clusters Score -1788003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1788013.750000 Penalty: 11173.447266
	Iteration 51Q: 3 clusters Score -1788014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1788025.625000 Penalty: 11173.447266
	Iteration 52Q: 3 clusters Score -1788026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1788039.750000 Penalty: 11173.447266
	Iteration 53Q: 3 clusters Score -1788040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1788051.375000 Penalty: 11173.447266
	Iteration 54Q: 3 clusters Score -1788051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1788064.000000 Penalty: 11173.447266
	Iteration 55Q: 3 clusters Score -1788064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1788075.750000 Penalty: 11173.447266
	Iteration 56Q: 3 clusters Score -1788076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1788082.500000 Penalty: 11173.447266
	Iteration 57Q: 3 clusters Score -1788082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1788090.500000 Penalty: 11173.447266
	Iteration 58Q: 3 clusters Score -1788090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1788096.375000 Penalty: 11173.447266
	Iteration 59Q: 3 clusters Score -1788096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1788098.000000 Penalty: 11173.447266
	Iteration 60F: 3 clusters Score -1788098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1788104.125000 Penalty: 11173.447266
	Iteration 61Q: 3 clusters Score -1788104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1788113.125000 Penalty: 11173.447266
	Iteration 62Q: 3 clusters Score -1788113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1788121.875000 Penalty: 11173.447266
	Iteration 63Q: 3 clusters Score -1788122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1788124.750000 Penalty: 11173.447266
	Iteration 64Q: 3 clusters Score -1788125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1788136.250000 Penalty: 11173.447266
	Iteration 65Q: 3 clusters Score -1788136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1788152.875000 Penalty: 11173.447266
	Iteration 66Q: 3 clusters Score -1788153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1788155.250000 Penalty: 11173.447266
	Iteration 67Q: 3 clusters Score -1788155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1788153.250000 Penalty: 11173.447266
	Iteration 68Q: 3 clusters Score -1788153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1788153.750000 Penalty: 11173.447266
	Iteration 69Q: 3 clusters Score -1788154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1788153.750000 Penalty: 11173.447266
	Iteration 70F: 3 clusters Score -1788154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Entering Unmasked Estep 
Score: -1571391.625000 Penalty: 5480.292480
	Iteration 0F: 2 clusters Score -1571392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1562627.500000 Penalty: 10960.584961
	Iteration 0F: 3 clusters Score -1562628 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1564359.500000 Penalty: 10960.584961
	Iteration 1F: 3 clusters Score -1564360 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1564755.125000 Penalty: 10960.584961
	Iteration 2F: 3 clusters Score -1564755 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1564987.125000 Penalty: 10960.584961
	Iteration 3Q: 3 clusters Score -1564987 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1565159.625000 Penalty: 10960.584961
	Iteration 4Q: 3 clusters Score -1565160 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1565288.125000 Penalty: 10960.584961
	Iteration 5Q: 3 clusters Score -1565288 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1565394.625000 Penalty: 10960.584961
	Iteration 6Q: 3 clusters Score -1565395 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1565473.500000 Penalty: 10960.584961
	Iteration 7Q: 3 clusters Score -1565474 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1565573.125000 Penalty: 10960.584961
	Iteration 8Q: 3 clusters Score -1565573 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1565654.875000 Penalty: 10960.584961
	Iteration 9Q: 3 clusters Score -1565655 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1565740.250000 Penalty: 10960.584961
	Iteration 10Q: 3 clusters Score -1565740 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1565837.750000 Penalty: 10960.584961
	Iteration 11Q: 3 clusters Score -1565838 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1565955.250000 Penalty: 10960.584961
	Iteration 12Q: 3 clusters Score -1565955 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1566090.750000 Penalty: 10960.584961
	Iteration 13Q: 3 clusters Score -1566091 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1566222.250000 Penalty: 10960.584961
	Iteration 14Q: 3 clusters Score -1566222 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1566360.875000 Penalty: 10960.584961
	Iteration 15Q: 3 clusters Score -1566361 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1566508.625000 Penalty: 10960.584961
	Iteration 16Q: 3 clusters Score -1566509 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1566639.375000 Penalty: 10960.584961
	Iteration 17Q: 3 clusters Score -1566639 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1566764.500000 Penalty: 10960.584961
	Iteration 18Q: 3 clusters Score -1566764 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1566873.250000 Penalty: 10960.584961
	Iteration 19Q: 3 clusters Score -1566873 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1566967.375000 Penalty: 10960.584961
	Iteration 20F: 3 clusters Score -1566967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1567047.500000 Penalty: 10960.584961
	Iteration 21Q: 3 clusters Score -1567048 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1567110.875000 Penalty: 10960.584961
	Iteration 22Q: 3 clusters Score -1567111 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1567153.750000 Penalty: 10960.584961
	Iteration 23Q: 3 clusters Score -1567154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1567195.000000 Penalty: 10960.584961
	Iteration 24Q: 3 clusters Score -1567195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1567212.375000 Penalty: 10960.584961
	Iteration 25Q: 3 clusters Score -1567212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1567224.375000 Penalty: 10960.584961
	Iteration 26Q: 3 clusters Score -1567224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1567234.125000 Penalty: 10960.584961
	Iteration 27Q: 3 clusters Score -1567234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1567251.000000 Penalty: 10960.584961
	Iteration 28Q: 3 clusters Score -1567251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1567257.250000 Penalty: 10960.584961
	Iteration 29Q: 3 clusters Score -1567257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1567266.875000 Penalty: 10960.584961
	Iteration 30Q: 3 clusters Score -1567267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1567271.625000 Penalty: 10960.584961
	Iteration 31Q: 3 clusters Score -1567272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1567274.125000 Penalty: 10960.584961
	Iteration 32Q: 3 clusters Score -1567274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1567281.625000 Penalty: 10960.584961
	Iteration 33Q: 3 clusters Score -1567282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1567282.125000 Penalty: 10960.584961
	Iteration 34Q: 3 clusters Score -1567282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1567287.125000 Penalty: 10960.584961
	Iteration 35Q: 3 clusters Score -1567287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1567285.500000 Penalty: 10960.584961
	Iteration 36Q: 3 clusters Score -1567286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1567290.375000 Penalty: 10960.584961
	Iteration 37Q: 3 clusters Score -1567290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1567296.500000 Penalty: 10960.584961
	Iteration 38Q: 3 clusters Score -1567296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1567301.625000 Penalty: 10960.584961
	Iteration 39Q: 3 clusters Score -1567302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1567309.750000 Penalty: 10960.584961
	Iteration 40F: 3 clusters Score -1567310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1567314.875000 Penalty: 10960.584961
	Iteration 41Q: 3 clusters Score -1567315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1567318.250000 Penalty: 10960.584961
	Iteration 42Q: 3 clusters Score -1567318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1567318.750000 Penalty: 10960.584961
	Iteration 43Q: 3 clusters Score -1567319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1567320.375000 Penalty: 10960.584961
	Iteration 44Q: 3 clusters Score -1567320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1567320.625000 Penalty: 10960.584961
	Iteration 45Q: 3 clusters Score -1567321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1567323.000000 Penalty: 10960.584961
	Iteration 46Q: 3 clusters Score -1567323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1567323.750000 Penalty: 10960.584961
	Iteration 47Q: 3 clusters Score -1567324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1567323.750000 Penalty: 10960.584961
	Iteration 48F: 3 clusters Score -1567324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (88576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Entering Unmasked Estep 
Score: -18202044.000000 Penalty: 6977.364746
	Iteration 0F: 2 clusters Score -1.820204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -18141578.000000 Penalty: 13954.729492
	Iteration 0F: 3 clusters Score -1.814158e+07 nChanged 40194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -18163592.000000 Penalty: 13954.729492
	Iteration 1F: 3 clusters Score -1.816359e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -18164710.000000 Penalty: 13954.729492
	Iteration 2Q: 3 clusters Score -1.816471e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -18165662.000000 Penalty: 13954.729492
	Iteration 3Q: 3 clusters Score -1.816566e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -18166486.000000 Penalty: 13954.729492
	Iteration 4Q: 3 clusters Score -1.816649e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -18167158.000000 Penalty: 13954.729492
	Iteration 5Q: 3 clusters Score -1.816716e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -18167756.000000 Penalty: 13954.729492
	Iteration 6Q: 3 clusters Score -1.816776e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -18168328.000000 Penalty: 13954.729492
	Iteration 7Q: 3 clusters Score -1.816833e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -18169024.000000 Penalty: 13954.729492
	Iteration 8Q: 3 clusters Score -1.816902e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -18169630.000000 Penalty: 13954.729492
	Iteration 9Q: 3 clusters Score -1.816963e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -18170262.000000 Penalty: 13954.729492
	Iteration 10Q: 3 clusters Score -1.817026e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -18171096.000000 Penalty: 13954.729492
	Iteration 11Q: 3 clusters Score -1.81711e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -18172276.000000 Penalty: 13954.729492
	Iteration 12Q: 3 clusters Score -1.817228e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -18173856.000000 Penalty: 13954.729492
	Iteration 13Q: 3 clusters Score -1.817386e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -18176018.000000 Penalty: 13954.729492
	Iteration 14Q: 3 clusters Score -1.817602e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -18178692.000000 Penalty: 13954.729492
	Iteration 15F: 3 clusters Score -1.817869e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -18182058.000000 Penalty: 13954.729492
	Iteration 16F: 3 clusters Score -1.818206e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -18185816.000000 Penalty: 13954.729492
	Iteration 17F: 3 clusters Score -1.818582e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -18189574.000000 Penalty: 13954.729492
	Iteration 18Q: 3 clusters Score -1.818957e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -18192218.000000 Penalty: 13954.729492
	Iteration 19Q: 3 clusters Score -1.819222e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -18193860.000000 Penalty: 13954.729492
	Iteration 20F: 3 clusters Score -1.819386e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -18194828.000000 Penalty: 13954.729492
	Iteration 21Q: 3 clusters Score -1.819483e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
Score: -18195290.000000 Penalty: 13954.729492
	Iteration 22Q: 3 clusters Score -1.819529e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -18195560.000000 Penalty: 13954.729492
	Iteration 23Q: 3 clusters Score -1.819556e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -18195732.000000 Penalty: 13954.729492
	Iteration 24Q: 3 clusters Score -1.819573e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 87525 members 
Entering Unmasked Estep 
Score: -18195858.000000 Penalty: 13954.729492
	Iteration 25Q: 3 clusters Score -1.819586e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -18195910.000000 Penalty: 13954.729492
	Iteration 26Q: 3 clusters Score -1.819591e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -18195950.000000 Penalty: 13954.729492
	Iteration 27Q: 3 clusters Score -1.819595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -18195988.000000 Penalty: 13954.729492
	Iteration 28Q: 3 clusters Score -1.819599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -18196018.000000 Penalty: 13954.729492
	Iteration 29Q: 3 clusters Score -1.819602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -18196034.000000 Penalty: 13954.729492
	Iteration 30Q: 3 clusters Score -1.819603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -18196072.000000 Penalty: 13954.729492
	Iteration 31Q: 3 clusters Score -1.819607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -18196090.000000 Penalty: 13954.729492
	Iteration 32Q: 3 clusters Score -1.819609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 87704 members 
Entering Unmasked Estep 
Score: -18196104.000000 Penalty: 13954.729492
	Iteration 33Q: 3 clusters Score -1.81961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -18196104.000000 Penalty: 13954.729492
	Iteration 34Q: 3 clusters Score -1.81961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -18196108.000000 Penalty: 13954.729492
	Iteration 35Q: 3 clusters Score -1.819611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -18196140.000000 Penalty: 13954.729492
	Iteration 36Q: 3 clusters Score -1.819614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -18196142.000000 Penalty: 13954.729492
	Iteration 37Q: 3 clusters Score -1.819614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -18196140.000000 Penalty: 13954.729492
	Iteration 38Q: 3 clusters Score -1.819614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -18196154.000000 Penalty: 13954.729492
	Iteration 39Q: 3 clusters Score -1.819615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -18196142.000000 Penalty: 13954.729492
	Iteration 40F: 3 clusters Score -1.819614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -18196128.000000 Penalty: 13954.729492
	Iteration 41Q: 3 clusters Score -1.819613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -18196128.000000 Penalty: 13954.729492
	Iteration 42Q: 3 clusters Score -1.819613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -18196128.000000 Penalty: 13954.729492
	Iteration 43F: 3 clusters Score -1.819613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Entering Unmasked Estep 
Score: -2413359.000000 Penalty: 5763.530762
	Iteration 0F: 2 clusters Score -2413359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2401738.250000 Penalty: 11527.061523
	Iteration 0F: 3 clusters Score -2401738 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2404410.250000 Penalty: 11527.061523
	Iteration 1F: 3 clusters Score -2404410 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2405028.750000 Penalty: 11527.061523
	Iteration 2F: 3 clusters Score -2405029 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2405439.000000 Penalty: 11527.061523
	Iteration 3F: 3 clusters Score -2405439 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2405821.250000 Penalty: 11527.061523
	Iteration 4Q: 3 clusters Score -2405821 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2406180.000000 Penalty: 11527.061523
	Iteration 5Q: 3 clusters Score -2406180 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2406568.750000 Penalty: 11527.061523
	Iteration 6Q: 3 clusters Score -2406569 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2406958.750000 Penalty: 11527.061523
	Iteration 7Q: 3 clusters Score -2406959 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2407395.250000 Penalty: 11527.061523
	Iteration 8Q: 3 clusters Score -2407395 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2407845.000000 Penalty: 11527.061523
	Iteration 9Q: 3 clusters Score -2407845 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2408310.750000 Penalty: 11527.061523
	Iteration 10Q: 3 clusters Score -2408311 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2408762.500000 Penalty: 11527.061523
	Iteration 11Q: 3 clusters Score -2408762 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2409150.500000 Penalty: 11527.061523
	Iteration 12Q: 3 clusters Score -2409150 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2409476.750000 Penalty: 11527.061523
	Iteration 13Q: 3 clusters Score -2409477 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2409690.000000 Penalty: 11527.061523
	Iteration 14Q: 3 clusters Score -2409690 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2409802.750000 Penalty: 11527.061523
	Iteration 15Q: 3 clusters Score -2409803 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2409888.500000 Penalty: 11527.061523
	Iteration 16Q: 3 clusters Score -2409888 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2409943.500000 Penalty: 11527.061523
	Iteration 17Q: 3 clusters Score -2409944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2409979.500000 Penalty: 11527.061523
	Iteration 18Q: 3 clusters Score -2409980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2410006.750000 Penalty: 11527.061523
	Iteration 19Q: 3 clusters Score -2410007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2410010.000000 Penalty: 11527.061523
	Iteration 20F: 3 clusters Score -2410010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2410017.250000 Penalty: 11527.061523
	Iteration 21Q: 3 clusters Score -2410017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2410024.250000 Penalty: 11527.061523
	Iteration 22Q: 3 clusters Score -2410024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2410026.500000 Penalty: 11527.061523
	Iteration 23Q: 3 clusters Score -2410026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2410033.500000 Penalty: 11527.061523
	Iteration 24Q: 3 clusters Score -2410034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2410038.500000 Penalty: 11527.061523
	Iteration 25Q: 3 clusters Score -2410038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2410037.250000 Penalty: 11527.061523
	Iteration 26Q: 3 clusters Score -2410037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2410036.750000 Penalty: 11527.061523
	Iteration 27Q: 3 clusters Score -2410037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2410047.000000 Penalty: 11527.061523
	Iteration 28Q: 3 clusters Score -2410047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2410045.750000 Penalty: 11527.061523
	Iteration 29Q: 3 clusters Score -2410046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2410047.000000 Penalty: 11527.061523
	Iteration 30Q: 3 clusters Score -2410047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2410050.000000 Penalty: 11527.061523
	Iteration 31Q: 3 clusters Score -2410050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2410050.500000 Penalty: 11527.061523
	Iteration 32Q: 3 clusters Score -2410050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2410053.250000 Penalty: 11527.061523
	Iteration 33Q: 3 clusters Score -2410053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2410053.250000 Penalty: 11527.061523
	Iteration 34F: 3 clusters Score -2410053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Entering Unmasked Estep 
Score: -2673978.500000 Penalty: 5812.587891
	Iteration 0F: 2 clusters Score -2673978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2661869.250000 Penalty: 11625.175781
	Iteration 0F: 3 clusters Score -2661869 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2665079.500000 Penalty: 11625.175781
	Iteration 1F: 3 clusters Score -2665080 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2666121.750000 Penalty: 11625.175781
	Iteration 2F: 3 clusters Score -2666122 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2667015.000000 Penalty: 11625.175781
	Iteration 3F: 3 clusters Score -2667015 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2667800.750000 Penalty: 11625.175781
	Iteration 4F: 3 clusters Score -2667801 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2668532.500000 Penalty: 11625.175781
	Iteration 5F: 3 clusters Score -2668532 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2669214.500000 Penalty: 11625.175781
	Iteration 6F: 3 clusters Score -2669214 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2669819.000000 Penalty: 11625.175781
	Iteration 7F: 3 clusters Score -2669819 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2670254.500000 Penalty: 11625.175781
	Iteration 8Q: 3 clusters Score -2670254 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2670568.750000 Penalty: 11625.175781
	Iteration 9Q: 3 clusters Score -2670569 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2670818.250000 Penalty: 11625.175781
	Iteration 10Q: 3 clusters Score -2670818 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2670978.000000 Penalty: 11625.175781
	Iteration 11Q: 3 clusters Score -2670978 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2671088.500000 Penalty: 11625.175781
	Iteration 12Q: 3 clusters Score -2671088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2671168.250000 Penalty: 11625.175781
	Iteration 13Q: 3 clusters Score -2671168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2671224.250000 Penalty: 11625.175781
	Iteration 14Q: 3 clusters Score -2671224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2671255.750000 Penalty: 11625.175781
	Iteration 15Q: 3 clusters Score -2671256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2671276.000000 Penalty: 11625.175781
	Iteration 16Q: 3 clusters Score -2671276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2671287.250000 Penalty: 11625.175781
	Iteration 17Q: 3 clusters Score -2671287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2671314.500000 Penalty: 11625.175781
	Iteration 18Q: 3 clusters Score -2671314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2671319.500000 Penalty: 11625.175781
	Iteration 19Q: 3 clusters Score -2671320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2671318.000000 Penalty: 11625.175781
	Iteration 20F: 3 clusters Score -2671318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2671320.750000 Penalty: 11625.175781
	Iteration 21Q: 3 clusters Score -2671321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2671329.750000 Penalty: 11625.175781
	Iteration 22Q: 3 clusters Score -2671330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2671333.500000 Penalty: 11625.175781
	Iteration 23Q: 3 clusters Score -2671334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2671341.750000 Penalty: 11625.175781
	Iteration 24Q: 3 clusters Score -2671342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2671338.500000 Penalty: 11625.175781
	Iteration 25Q: 3 clusters Score -2671338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2671338.500000 Penalty: 11625.175781
	Iteration 26F: 3 clusters Score -2671338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -127385.492188 Penalty: 4032.338135
	Iteration 0F: 2 clusters Score -127385.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -123676.906250 Penalty: 8064.676270
	Iteration 0F: 3 clusters Score -123676.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -124080.445312 Penalty: 8064.676270
	Iteration 1F: 3 clusters Score -124080.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124286.765625 Penalty: 8064.676270
	Iteration 2Q: 3 clusters Score -124286.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124542.984375 Penalty: 8064.676270
	Iteration 3Q: 3 clusters Score -124543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -124671.484375 Penalty: 8064.676270
	Iteration 4Q: 3 clusters Score -124671.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -124716.640625 Penalty: 8064.676270
	Iteration 5Q: 3 clusters Score -124716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -124735.148438 Penalty: 8064.676270
	Iteration 6Q: 3 clusters Score -124735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124756.734375 Penalty: 8064.676270
	Iteration 7Q: 3 clusters Score -124756.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124775.867188 Penalty: 8064.676270
	Iteration 8Q: 3 clusters Score -124775.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -124785.312500 Penalty: 8064.676270
	Iteration 9Q: 3 clusters Score -124785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -124795.617188 Penalty: 8064.676270
	Iteration 10Q: 3 clusters Score -124795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -124812.460938 Penalty: 8064.676270
	Iteration 11Q: 3 clusters Score -124812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -124834.992188 Penalty: 8064.676270
	Iteration 12Q: 3 clusters Score -124835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -124845.117188 Penalty: 8064.676270
	Iteration 13Q: 3 clusters Score -124845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -124859.632812 Penalty: 8064.676270
	Iteration 14Q: 3 clusters Score -124859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -124865.742188 Penalty: 8064.676270
	Iteration 15Q: 3 clusters Score -124865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -124865.742188 Penalty: 8064.676270
	Iteration 16F: 3 clusters Score -124865.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (101722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101722 members 
Entering Unmasked Estep 
Score: -21013932.000000 Penalty: 7062.124023
	Iteration 0F: 2 clusters Score -2.101393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -20944288.000000 Penalty: 14124.248047
	Iteration 0F: 3 clusters Score -2.094429e+07 nChanged 46598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -20969972.000000 Penalty: 14124.248047
	Iteration 1F: 3 clusters Score -2.096997e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -20971602.000000 Penalty: 14124.248047
	Iteration 2Q: 3 clusters Score -2.09716e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -20973774.000000 Penalty: 14124.248047
	Iteration 3Q: 3 clusters Score -2.097377e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -20976438.000000 Penalty: 14124.248047
	Iteration 4Q: 3 clusters Score -2.097644e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -20980144.000000 Penalty: 14124.248047
	Iteration 5F: 3 clusters Score -2.098014e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -20985012.000000 Penalty: 14124.248047
	Iteration 6F: 3 clusters Score -2.098501e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -20990842.000000 Penalty: 14124.248047
	Iteration 7F: 3 clusters Score -2.099084e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -20996262.000000 Penalty: 14124.248047
	Iteration 8F: 3 clusters Score -2.099626e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -21001026.000000 Penalty: 14124.248047
	Iteration 9F: 3 clusters Score -2.100103e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -21005216.000000 Penalty: 14124.248047
	Iteration 10F: 3 clusters Score -2.100522e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -21008356.000000 Penalty: 14124.248047
	Iteration 11Q: 3 clusters Score -2.100836e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -21010044.000000 Penalty: 14124.248047
	Iteration 12Q: 3 clusters Score -2.101004e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -21010928.000000 Penalty: 14124.248047
	Iteration 13Q: 3 clusters Score -2.101093e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -21011410.000000 Penalty: 14124.248047
	Iteration 14Q: 3 clusters Score -2.101141e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -21011616.000000 Penalty: 14124.248047
	Iteration 15Q: 3 clusters Score -2.101162e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -21011952.000000 Penalty: 14124.248047
	Iteration 16Q: 3 clusters Score -2.101195e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -21012114.000000 Penalty: 14124.248047
	Iteration 17Q: 3 clusters Score -2.101211e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -21012302.000000 Penalty: 14124.248047
	Iteration 18Q: 3 clusters Score -2.10123e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -21012422.000000 Penalty: 14124.248047
	Iteration 19Q: 3 clusters Score -2.101242e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -21012468.000000 Penalty: 14124.248047
	Iteration 20F: 3 clusters Score -2.101247e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -21012502.000000 Penalty: 14124.248047
	Iteration 21Q: 3 clusters Score -2.10125e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -21012520.000000 Penalty: 14124.248047
	Iteration 22Q: 3 clusters Score -2.101252e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -21012686.000000 Penalty: 14124.248047
	Iteration 23Q: 3 clusters Score -2.101269e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -21012806.000000 Penalty: 14124.248047
	Iteration 24Q: 3 clusters Score -2.101281e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -21012750.000000 Penalty: 14124.248047
	Iteration 25Q: 3 clusters Score -2.101275e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -21012838.000000 Penalty: 14124.248047
	Iteration 26Q: 3 clusters Score -2.101284e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -21012890.000000 Penalty: 14124.248047
	Iteration 27Q: 3 clusters Score -2.101289e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -21013084.000000 Penalty: 14124.248047
	Iteration 28Q: 3 clusters Score -2.101308e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -21013096.000000 Penalty: 14124.248047
	Iteration 29Q: 3 clusters Score -2.10131e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -21013086.000000 Penalty: 14124.248047
	Iteration 30Q: 3 clusters Score -2.101309e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -21013096.000000 Penalty: 14124.248047
	Iteration 31Q: 3 clusters Score -2.10131e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -21013152.000000 Penalty: 14124.248047
	Iteration 32Q: 3 clusters Score -2.101315e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -21013208.000000 Penalty: 14124.248047
	Iteration 33Q: 3 clusters Score -2.101321e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -21013344.000000 Penalty: 14124.248047
	Iteration 34Q: 3 clusters Score -2.101334e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -21013412.000000 Penalty: 14124.248047
	Iteration 35Q: 3 clusters Score -2.101341e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -21013502.000000 Penalty: 14124.248047
	Iteration 36Q: 3 clusters Score -2.10135e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -21013580.000000 Penalty: 14124.248047
	Iteration 37Q: 3 clusters Score -2.101358e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -21013772.000000 Penalty: 14124.248047
	Iteration 38Q: 3 clusters Score -2.101377e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -21013850.000000 Penalty: 14124.248047
	Iteration 39Q: 3 clusters Score -2.101385e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -21013858.000000 Penalty: 14124.248047
	Iteration 40F: 3 clusters Score -2.101386e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -21014040.000000 Penalty: 14124.248047
	Iteration 41Q: 3 clusters Score -2.101404e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -21014150.000000 Penalty: 14124.248047
	Iteration 42Q: 3 clusters Score -2.101415e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -21014254.000000 Penalty: 14124.248047
	Iteration 43Q: 3 clusters Score -2.101425e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -21014512.000000 Penalty: 14124.248047
	Iteration 44Q: 3 clusters Score -2.101451e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -21014802.000000 Penalty: 14124.248047
	Iteration 45Q: 3 clusters Score -2.10148e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -21015156.000000 Penalty: 14124.248047
	Iteration 46Q: 3 clusters Score -2.101516e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -21015556.000000 Penalty: 14124.248047
	Iteration 47Q: 3 clusters Score -2.101556e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -21015916.000000 Penalty: 14124.248047
	Iteration 48Q: 3 clusters Score -2.101592e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -21016354.000000 Penalty: 14124.248047
	Iteration 49Q: 3 clusters Score -2.101635e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -21016694.000000 Penalty: 14124.248047
	Iteration 50Q: 3 clusters Score -2.101669e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -21017054.000000 Penalty: 14124.248047
	Iteration 51Q: 3 clusters Score -2.101705e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -21017316.000000 Penalty: 14124.248047
	Iteration 52Q: 3 clusters Score -2.101732e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -21017654.000000 Penalty: 14124.248047
	Iteration 53Q: 3 clusters Score -2.101765e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -21017962.000000 Penalty: 14124.248047
	Iteration 54Q: 3 clusters Score -2.101796e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -21018114.000000 Penalty: 14124.248047
	Iteration 55Q: 3 clusters Score -2.101811e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -21018198.000000 Penalty: 14124.248047
	Iteration 56Q: 3 clusters Score -2.10182e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -21018486.000000 Penalty: 14124.248047
	Iteration 57Q: 3 clusters Score -2.101849e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -21018616.000000 Penalty: 14124.248047
	Iteration 58Q: 3 clusters Score -2.101862e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -21018736.000000 Penalty: 14124.248047
	Iteration 59Q: 3 clusters Score -2.101874e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -21018846.000000 Penalty: 14124.248047
	Iteration 60F: 3 clusters Score -2.101885e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -21019056.000000 Penalty: 14124.248047
	Iteration 61Q: 3 clusters Score -2.101906e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -21019220.000000 Penalty: 14124.248047
	Iteration 62Q: 3 clusters Score -2.101922e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -21019330.000000 Penalty: 14124.248047
	Iteration 63Q: 3 clusters Score -2.101933e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -21019478.000000 Penalty: 14124.248047
	Iteration 64Q: 3 clusters Score -2.101948e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -21019548.000000 Penalty: 14124.248047
	Iteration 65Q: 3 clusters Score -2.101955e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -21019714.000000 Penalty: 14124.248047
	Iteration 66Q: 3 clusters Score -2.101971e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -21019804.000000 Penalty: 14124.248047
	Iteration 67Q: 3 clusters Score -2.10198e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -21019908.000000 Penalty: 14124.248047
	Iteration 68Q: 3 clusters Score -2.101991e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -21020010.000000 Penalty: 14124.248047
	Iteration 69Q: 3 clusters Score -2.102001e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -21020124.000000 Penalty: 14124.248047
	Iteration 70Q: 3 clusters Score -2.102012e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 78796 members 
Entering Unmasked Estep 
Score: -21020194.000000 Penalty: 14124.248047
	Iteration 71Q: 3 clusters Score -2.102019e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -21020226.000000 Penalty: 14124.248047
	Iteration 72Q: 3 clusters Score -2.102023e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -21020276.000000 Penalty: 14124.248047
	Iteration 73Q: 3 clusters Score -2.102028e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -21020338.000000 Penalty: 14124.248047
	Iteration 74Q: 3 clusters Score -2.102034e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -21020340.000000 Penalty: 14124.248047
	Iteration 75Q: 3 clusters Score -2.102034e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -21020390.000000 Penalty: 14124.248047
	Iteration 76Q: 3 clusters Score -2.102039e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -21020400.000000 Penalty: 14124.248047
	Iteration 77Q: 3 clusters Score -2.10204e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -21020420.000000 Penalty: 14124.248047
	Iteration 78Q: 3 clusters Score -2.102042e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -21020434.000000 Penalty: 14124.248047
	Iteration 79Q: 3 clusters Score -2.102043e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -21020458.000000 Penalty: 14124.248047
	Iteration 80F: 3 clusters Score -2.102046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -21020462.000000 Penalty: 14124.248047
	Iteration 81Q: 3 clusters Score -2.102046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -21020436.000000 Penalty: 14124.248047
	Iteration 82Q: 3 clusters Score -2.102044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -21020420.000000 Penalty: 14124.248047
	Iteration 83Q: 3 clusters Score -2.102042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -21020442.000000 Penalty: 14124.248047
	Iteration 84Q: 3 clusters Score -2.102044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -21020452.000000 Penalty: 14124.248047
	Iteration 85Q: 3 clusters Score -2.102045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -21020464.000000 Penalty: 14124.248047
	Iteration 86Q: 3 clusters Score -2.102046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -21020450.000000 Penalty: 14124.248047
	Iteration 87Q: 3 clusters Score -2.102045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -21020452.000000 Penalty: 14124.248047
	Iteration 88Q: 3 clusters Score -2.102045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -21020458.000000 Penalty: 14124.248047
	Iteration 89Q: 3 clusters Score -2.102046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -21020454.000000 Penalty: 14124.248047
	Iteration 90Q: 3 clusters Score -2.102045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -21020454.000000 Penalty: 14124.248047
	Iteration 91Q: 3 clusters Score -2.102045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -21020436.000000 Penalty: 14124.248047
	Iteration 92Q: 3 clusters Score -2.102044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -21020442.000000 Penalty: 14124.248047
	Iteration 93Q: 3 clusters Score -2.102044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -21020434.000000 Penalty: 14124.248047
	Iteration 94Q: 3 clusters Score -2.102043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -21020428.000000 Penalty: 14124.248047
	Iteration 95Q: 3 clusters Score -2.102043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -21020428.000000 Penalty: 14124.248047
	Iteration 96Q: 3 clusters Score -2.102043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -21020428.000000 Penalty: 14124.248047
	Iteration 97F: 3 clusters Score -2.102043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 9147 members 
Mstep: Class 4 contains 7688 members 
Mstep: Class 5 contains 88576 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 13226 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 21343 members 
Mstep: Class 10 contains 15516 members 
Mstep: Class 11 contains 60522 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26395 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12430 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27348 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37116 members 
Mstep: Class 23 contains 80379 members 
Entering Unmasked Estep 
Score: -89412872.000000 Penalty: 183124.609375
Splitting cluster 9 changes total score from -89407360.000000 to -89412872.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (15516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Entering Unmasked Estep 
Score: -3209937.000000 Penalty: 5910.396484
	Iteration 0F: 2 clusters Score -3209937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3196272.000000 Penalty: 11820.792969
	Iteration 0F: 3 clusters Score -3196272 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3199798.250000 Penalty: 11820.792969
	Iteration 1F: 3 clusters Score -3199798 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3200475.000000 Penalty: 11820.792969
	Iteration 2F: 3 clusters Score -3200475 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3200964.750000 Penalty: 11820.792969
	Iteration 3F: 3 clusters Score -3200965 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3201367.000000 Penalty: 11820.792969
	Iteration 4Q: 3 clusters Score -3201367 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3201706.000000 Penalty: 11820.792969
	Iteration 5Q: 3 clusters Score -3201706 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3202026.500000 Penalty: 11820.792969
	Iteration 6Q: 3 clusters Score -3202026 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3202405.750000 Penalty: 11820.792969
	Iteration 7Q: 3 clusters Score -3202406 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3202793.250000 Penalty: 11820.792969
	Iteration 8Q: 3 clusters Score -3202793 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3203201.000000 Penalty: 11820.792969
	Iteration 9Q: 3 clusters Score -3203201 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3203620.000000 Penalty: 11820.792969
	Iteration 10Q: 3 clusters Score -3203620 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3204059.750000 Penalty: 11820.792969
	Iteration 11Q: 3 clusters Score -3204060 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3204457.750000 Penalty: 11820.792969
	Iteration 12Q: 3 clusters Score -3204458 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3204809.500000 Penalty: 11820.792969
	Iteration 13Q: 3 clusters Score -3204810 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3205104.000000 Penalty: 11820.792969
	Iteration 14Q: 3 clusters Score -3205104 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3205335.750000 Penalty: 11820.792969
	Iteration 15Q: 3 clusters Score -3205336 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3205528.500000 Penalty: 11820.792969
	Iteration 16Q: 3 clusters Score -3205528 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3205672.250000 Penalty: 11820.792969
	Iteration 17Q: 3 clusters Score -3205672 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3205795.500000 Penalty: 11820.792969
	Iteration 18Q: 3 clusters Score -3205796 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3205866.750000 Penalty: 11820.792969
	Iteration 19Q: 3 clusters Score -3205867 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3205939.750000 Penalty: 11820.792969
	Iteration 20F: 3 clusters Score -3205940 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3206025.750000 Penalty: 11820.792969
	Iteration 21Q: 3 clusters Score -3206026 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3206091.000000 Penalty: 11820.792969
	Iteration 22Q: 3 clusters Score -3206091 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3206166.500000 Penalty: 11820.792969
	Iteration 23Q: 3 clusters Score -3206166 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3206245.500000 Penalty: 11820.792969
	Iteration 24Q: 3 clusters Score -3206246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3206297.250000 Penalty: 11820.792969
	Iteration 25Q: 3 clusters Score -3206297 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3206344.000000 Penalty: 11820.792969
	Iteration 26Q: 3 clusters Score -3206344 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3206370.500000 Penalty: 11820.792969
	Iteration 27Q: 3 clusters Score -3206370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3206399.750000 Penalty: 11820.792969
	Iteration 28Q: 3 clusters Score -3206400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3206413.250000 Penalty: 11820.792969
	Iteration 29Q: 3 clusters Score -3206413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3206422.750000 Penalty: 11820.792969
	Iteration 30Q: 3 clusters Score -3206423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3206428.000000 Penalty: 11820.792969
	Iteration 31Q: 3 clusters Score -3206428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3206439.250000 Penalty: 11820.792969
	Iteration 32Q: 3 clusters Score -3206439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3206449.000000 Penalty: 11820.792969
	Iteration 33Q: 3 clusters Score -3206449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3206454.500000 Penalty: 11820.792969
	Iteration 34Q: 3 clusters Score -3206454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3206449.250000 Penalty: 11820.792969
	Iteration 35Q: 3 clusters Score -3206449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3206448.500000 Penalty: 11820.792969
	Iteration 36Q: 3 clusters Score -3206448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -3206454.500000 Penalty: 11820.792969
	Iteration 37Q: 3 clusters Score -3206454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3206458.750000 Penalty: 11820.792969
	Iteration 38Q: 3 clusters Score -3206459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3206453.000000 Penalty: 11820.792969
	Iteration 39Q: 3 clusters Score -3206453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3206451.250000 Penalty: 11820.792969
	Iteration 40F: 3 clusters Score -3206451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3206451.500000 Penalty: 11820.792969
	Iteration 41Q: 3 clusters Score -3206452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3206452.750000 Penalty: 11820.792969
	Iteration 42Q: 3 clusters Score -3206453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3206452.250000 Penalty: 11820.792969
	Iteration 43Q: 3 clusters Score -3206452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3206452.250000 Penalty: 11820.792969
	Iteration 44F: 3 clusters Score -3206452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Entering Unmasked Estep 
Score: -12515477.000000 Penalty: 6744.091797
	Iteration 0F: 2 clusters Score -1.251548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -12473011.000000 Penalty: 13488.183594
	Iteration 0F: 3 clusters Score -1.247301e+07 nChanged 26842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -12487239.000000 Penalty: 13488.183594
	Iteration 1F: 3 clusters Score -1.248724e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -12488211.000000 Penalty: 13488.183594
	Iteration 2Q: 3 clusters Score -1.248821e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -12488899.000000 Penalty: 13488.183594
	Iteration 3Q: 3 clusters Score -1.24889e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -12489548.000000 Penalty: 13488.183594
	Iteration 4Q: 3 clusters Score -1.248955e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -12490166.000000 Penalty: 13488.183594
	Iteration 5Q: 3 clusters Score -1.249017e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -12490747.000000 Penalty: 13488.183594
	Iteration 6Q: 3 clusters Score -1.249075e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -12491382.000000 Penalty: 13488.183594
	Iteration 7Q: 3 clusters Score -1.249138e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -12492348.000000 Penalty: 13488.183594
	Iteration 8Q: 3 clusters Score -1.249235e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -12493503.000000 Penalty: 13488.183594
	Iteration 9Q: 3 clusters Score -1.24935e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -12495076.000000 Penalty: 13488.183594
	Iteration 10Q: 3 clusters Score -1.249508e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -12497292.000000 Penalty: 13488.183594
	Iteration 11Q: 3 clusters Score -1.249729e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -12500321.000000 Penalty: 13488.183594
	Iteration 12F: 3 clusters Score -1.250032e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -12503786.000000 Penalty: 13488.183594
	Iteration 13F: 3 clusters Score -1.250379e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -12506988.000000 Penalty: 13488.183594
	Iteration 14F: 3 clusters Score -1.250699e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -12509494.000000 Penalty: 13488.183594
	Iteration 15F: 3 clusters Score -1.250949e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -12511266.000000 Penalty: 13488.183594
	Iteration 16Q: 3 clusters Score -1.251127e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -12512491.000000 Penalty: 13488.183594
	Iteration 17Q: 3 clusters Score -1.251249e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -12513389.000000 Penalty: 13488.183594
	Iteration 18Q: 3 clusters Score -1.251339e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -12513880.000000 Penalty: 13488.183594
	Iteration 19Q: 3 clusters Score -1.251388e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -12514206.000000 Penalty: 13488.183594
	Iteration 20F: 3 clusters Score -1.251421e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -12514469.000000 Penalty: 13488.183594
	Iteration 21Q: 3 clusters Score -1.251447e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -12514702.000000 Penalty: 13488.183594
	Iteration 22Q: 3 clusters Score -1.25147e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -12514879.000000 Penalty: 13488.183594
	Iteration 23Q: 3 clusters Score -1.251488e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -12515032.000000 Penalty: 13488.183594
	Iteration 24Q: 3 clusters Score -1.251503e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -12515147.000000 Penalty: 13488.183594
	Iteration 25Q: 3 clusters Score -1.251515e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -12515257.000000 Penalty: 13488.183594
	Iteration 26Q: 3 clusters Score -1.251526e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -12515398.000000 Penalty: 13488.183594
	Iteration 27Q: 3 clusters Score -1.25154e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -12515559.000000 Penalty: 13488.183594
	Iteration 28Q: 3 clusters Score -1.251556e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -12515710.000000 Penalty: 13488.183594
	Iteration 29Q: 3 clusters Score -1.251571e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -12515769.000000 Penalty: 13488.183594
	Iteration 30Q: 3 clusters Score -1.251577e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -12515831.000000 Penalty: 13488.183594
	Iteration 31Q: 3 clusters Score -1.251583e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -12515931.000000 Penalty: 13488.183594
	Iteration 32Q: 3 clusters Score -1.251593e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -12516094.000000 Penalty: 13488.183594
	Iteration 33Q: 3 clusters Score -1.251609e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -12516209.000000 Penalty: 13488.183594
	Iteration 34Q: 3 clusters Score -1.251621e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -12516312.000000 Penalty: 13488.183594
	Iteration 35Q: 3 clusters Score -1.251631e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -12516380.000000 Penalty: 13488.183594
	Iteration 36Q: 3 clusters Score -1.251638e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -12516431.000000 Penalty: 13488.183594
	Iteration 37Q: 3 clusters Score -1.251643e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -12516545.000000 Penalty: 13488.183594
	Iteration 38Q: 3 clusters Score -1.251654e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -12516629.000000 Penalty: 13488.183594
	Iteration 39Q: 3 clusters Score -1.251663e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -12516681.000000 Penalty: 13488.183594
	Iteration 40F: 3 clusters Score -1.251668e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -12516705.000000 Penalty: 13488.183594
	Iteration 41Q: 3 clusters Score -1.25167e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -12516727.000000 Penalty: 13488.183594
	Iteration 42Q: 3 clusters Score -1.251673e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -12516743.000000 Penalty: 13488.183594
	Iteration 43Q: 3 clusters Score -1.251674e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -12516727.000000 Penalty: 13488.183594
	Iteration 44Q: 3 clusters Score -1.251673e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -12516744.000000 Penalty: 13488.183594
	Iteration 45Q: 3 clusters Score -1.251674e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -12516746.000000 Penalty: 13488.183594
	Iteration 46Q: 3 clusters Score -1.251675e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -12516742.000000 Penalty: 13488.183594
	Iteration 47Q: 3 clusters Score -1.251674e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -12516735.000000 Penalty: 13488.183594
	Iteration 48Q: 3 clusters Score -1.251674e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -12516726.000000 Penalty: 13488.183594
	Iteration 49Q: 3 clusters Score -1.251673e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -12516740.000000 Penalty: 13488.183594
	Iteration 50Q: 3 clusters Score -1.251674e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -12516737.000000 Penalty: 13488.183594
	Iteration 51Q: 3 clusters Score -1.251674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -12516746.000000 Penalty: 13488.183594
	Iteration 52Q: 3 clusters Score -1.251675e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -12516759.000000 Penalty: 13488.183594
	Iteration 53Q: 3 clusters Score -1.251676e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -12516757.000000 Penalty: 13488.183594
	Iteration 54Q: 3 clusters Score -1.251676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -12516769.000000 Penalty: 13488.183594
	Iteration 55Q: 3 clusters Score -1.251677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -12516784.000000 Penalty: 13488.183594
	Iteration 56Q: 3 clusters Score -1.251678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -12516791.000000 Penalty: 13488.183594
	Iteration 57Q: 3 clusters Score -1.251679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -12516798.000000 Penalty: 13488.183594
	Iteration 58Q: 3 clusters Score -1.25168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -12516797.000000 Penalty: 13488.183594
	Iteration 59Q: 3 clusters Score -1.25168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -12516795.000000 Penalty: 13488.183594
	Iteration 60F: 3 clusters Score -1.25168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -12516781.000000 Penalty: 13488.183594
	Iteration 61Q: 3 clusters Score -1.251678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -12516815.000000 Penalty: 13488.183594
	Iteration 62Q: 3 clusters Score -1.251682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -12516811.000000 Penalty: 13488.183594
	Iteration 63Q: 3 clusters Score -1.251681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -12516802.000000 Penalty: 13488.183594
	Iteration 64Q: 3 clusters Score -1.25168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -12516813.000000 Penalty: 13488.183594
	Iteration 65Q: 3 clusters Score -1.251681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -12516811.000000 Penalty: 13488.183594
	Iteration 66Q: 3 clusters Score -1.251681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -12516798.000000 Penalty: 13488.183594
	Iteration 67Q: 3 clusters Score -1.25168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -12516808.000000 Penalty: 13488.183594
	Iteration 68Q: 3 clusters Score -1.251681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -12516817.000000 Penalty: 13488.183594
	Iteration 69Q: 3 clusters Score -1.251682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -12516820.000000 Penalty: 13488.183594
	Iteration 70Q: 3 clusters Score -1.251682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -12516826.000000 Penalty: 13488.183594
	Iteration 71Q: 3 clusters Score -1.251683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -12516834.000000 Penalty: 13488.183594
	Iteration 72Q: 3 clusters Score -1.251683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -12516825.000000 Penalty: 13488.183594
	Iteration 73Q: 3 clusters Score -1.251682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -12516833.000000 Penalty: 13488.183594
	Iteration 74Q: 3 clusters Score -1.251683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -12516826.000000 Penalty: 13488.183594
	Iteration 75Q: 3 clusters Score -1.251683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -12516813.000000 Penalty: 13488.183594
	Iteration 76Q: 3 clusters Score -1.251681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -12516816.000000 Penalty: 13488.183594
	Iteration 77Q: 3 clusters Score -1.251682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -12516812.000000 Penalty: 13488.183594
	Iteration 78Q: 3 clusters Score -1.251681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -12516823.000000 Penalty: 13488.183594
	Iteration 79Q: 3 clusters Score -1.251682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -12516818.000000 Penalty: 13488.183594
	Iteration 80F: 3 clusters Score -1.251682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -12516822.000000 Penalty: 13488.183594
	Iteration 81Q: 3 clusters Score -1.251682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -12516825.000000 Penalty: 13488.183594
	Iteration 82Q: 3 clusters Score -1.251682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -12516814.000000 Penalty: 13488.183594
	Iteration 83Q: 3 clusters Score -1.251681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -12516816.000000 Penalty: 13488.183594
	Iteration 84Q: 3 clusters Score -1.251682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -12516823.000000 Penalty: 13488.183594
	Iteration 85Q: 3 clusters Score -1.251682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -12516821.000000 Penalty: 13488.183594
	Iteration 86Q: 3 clusters Score -1.251682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -12516825.000000 Penalty: 13488.183594
	Iteration 87Q: 3 clusters Score -1.251682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -12516837.000000 Penalty: 13488.183594
	Iteration 88Q: 3 clusters Score -1.251684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -12516831.000000 Penalty: 13488.183594
	Iteration 89Q: 3 clusters Score -1.251683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -12516837.000000 Penalty: 13488.183594
	Iteration 90Q: 3 clusters Score -1.251684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -12516825.000000 Penalty: 13488.183594
	Iteration 91Q: 3 clusters Score -1.251682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -12516832.000000 Penalty: 13488.183594
	Iteration 92Q: 3 clusters Score -1.251683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -12516834.000000 Penalty: 13488.183594
	Iteration 93Q: 3 clusters Score -1.251683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -12516825.000000 Penalty: 13488.183594
	Iteration 94Q: 3 clusters Score -1.251682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -12516826.000000 Penalty: 13488.183594
	Iteration 95Q: 3 clusters Score -1.251683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -12516824.000000 Penalty: 13488.183594
	Iteration 96Q: 3 clusters Score -1.251682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -12516829.000000 Penalty: 13488.183594
	Iteration 97Q: 3 clusters Score -1.251683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -12516817.000000 Penalty: 13488.183594
	Iteration 98Q: 3 clusters Score -1.251682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -12516811.000000 Penalty: 13488.183594
	Iteration 99Q: 3 clusters Score -1.251681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -12516811.000000 Penalty: 13488.183594
	Iteration 100F: 3 clusters Score -1.251681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -12516827.000000 Penalty: 13488.183594
	Iteration 101Q: 3 clusters Score -1.251683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -12516834.000000 Penalty: 13488.183594
	Iteration 102Q: 3 clusters Score -1.251683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -12516818.000000 Penalty: 13488.183594
	Iteration 103Q: 3 clusters Score -1.251682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -12516812.000000 Penalty: 13488.183594
	Iteration 104Q: 3 clusters Score -1.251681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -12516812.000000 Penalty: 13488.183594
	Iteration 105Q: 3 clusters Score -1.251681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -12516812.000000 Penalty: 13488.183594
	Iteration 106F: 3 clusters Score -1.251681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 9147 members 
Mstep: Class 4 contains 7688 members 
Mstep: Class 5 contains 88576 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 13226 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 21343 members 
Mstep: Class 10 contains 15516 members 
Mstep: Class 11 contains 20920 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 26395 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12430 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27348 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37116 members 
Mstep: Class 23 contains 80379 members 
Mstep: Class 24 contains 39602 members 
Entering Unmasked Estep 
Score: -89413032.000000 Penalty: 191086.562500
Splitting cluster 11 changes total score from -89407360.000000 to -89413032.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -183893.218750 Penalty: 4248.509766
	Iteration 0F: 2 clusters Score -183893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -180037.843750 Penalty: 8497.019531
	Iteration 0F: 3 clusters Score -180037.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -180709.796875 Penalty: 8497.019531
	Iteration 1F: 3 clusters Score -180709.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -181108.234375 Penalty: 8497.019531
	Iteration 2F: 3 clusters Score -181108.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -181469.453125 Penalty: 8497.019531
	Iteration 3F: 3 clusters Score -181469.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -181971.421875 Penalty: 8497.019531
	Iteration 4F: 3 clusters Score -181971.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -182386.921875 Penalty: 8497.019531
	Iteration 5Q: 3 clusters Score -182386.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -183085.000000 Penalty: 8497.019531
	Iteration 6Q: 3 clusters Score -183085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -183869.187500 Penalty: 8497.019531
	Iteration 7Q: 3 clusters Score -183869.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -184104.828125 Penalty: 8497.019531
	Iteration 8Q: 3 clusters Score -184104.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -184170.203125 Penalty: 8497.019531
	Iteration 9Q: 3 clusters Score -184170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -184186.375000 Penalty: 8497.019531
	Iteration 10Q: 3 clusters Score -184186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -184189.093750 Penalty: 8497.019531
	Iteration 11Q: 3 clusters Score -184189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -184189.093750 Penalty: 8497.019531
	Iteration 12F: 3 clusters Score -184189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 9147 members 
Mstep: Class 4 contains 7688 members 
Mstep: Class 5 contains 88576 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 13226 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 21343 members 
Mstep: Class 10 contains 15516 members 
Mstep: Class 11 contains 20920 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 26395 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12430 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27348 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37116 members 
Mstep: Class 23 contains 80379 members 
Mstep: Class 24 contains 39602 members 
Mstep: Class 25 contains 578 members 
Entering Unmasked Estep 
Score: -89409616.000000 Penalty: 199048.500000
Splitting cluster 12 changes total score from -89407360.000000 to -89409616.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (26395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Entering Unmasked Estep 
Score: -5407456.500000 Penalty: 6235.819824
	Iteration 0F: 2 clusters Score -5407456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5386851.500000 Penalty: 12471.639648
	Iteration 0F: 3 clusters Score -5386852 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -5392787.000000 Penalty: 12471.639648
	Iteration 1F: 3 clusters Score -5392787 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -5393511.500000 Penalty: 12471.639648
	Iteration 2F: 3 clusters Score -5393512 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -5394044.000000 Penalty: 12471.639648
	Iteration 3Q: 3 clusters Score -5394044 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -5394519.500000 Penalty: 12471.639648
	Iteration 4Q: 3 clusters Score -5394520 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -5395168.500000 Penalty: 12471.639648
	Iteration 5Q: 3 clusters Score -5395168 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5395928.000000 Penalty: 12471.639648
	Iteration 6Q: 3 clusters Score -5395928 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -5396634.000000 Penalty: 12471.639648
	Iteration 7Q: 3 clusters Score -5396634 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -5397309.000000 Penalty: 12471.639648
	Iteration 8Q: 3 clusters Score -5397309 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -5398046.000000 Penalty: 12471.639648
	Iteration 9Q: 3 clusters Score -5398046 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -5398732.000000 Penalty: 12471.639648
	Iteration 10Q: 3 clusters Score -5398732 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -5399438.500000 Penalty: 12471.639648
	Iteration 11Q: 3 clusters Score -5399438 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -5400115.500000 Penalty: 12471.639648
	Iteration 12Q: 3 clusters Score -5400116 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5400713.000000 Penalty: 12471.639648
	Iteration 13Q: 3 clusters Score -5400713 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -5401174.000000 Penalty: 12471.639648
	Iteration 14Q: 3 clusters Score -5401174 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -5401543.000000 Penalty: 12471.639648
	Iteration 15Q: 3 clusters Score -5401543 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -5401888.500000 Penalty: 12471.639648
	Iteration 16Q: 3 clusters Score -5401888 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -5402102.000000 Penalty: 12471.639648
	Iteration 17Q: 3 clusters Score -5402102 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -5402299.000000 Penalty: 12471.639648
	Iteration 18Q: 3 clusters Score -5402299 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -5402505.000000 Penalty: 12471.639648
	Iteration 19Q: 3 clusters Score -5402505 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -5402747.500000 Penalty: 12471.639648
	Iteration 20F: 3 clusters Score -5402748 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -5402919.000000 Penalty: 12471.639648
	Iteration 21Q: 3 clusters Score -5402919 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -5403087.000000 Penalty: 12471.639648
	Iteration 22Q: 3 clusters Score -5403087 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -5403253.000000 Penalty: 12471.639648
	Iteration 23Q: 3 clusters Score -5403253 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -5403440.500000 Penalty: 12471.639648
	Iteration 24Q: 3 clusters Score -5403440 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -5403597.500000 Penalty: 12471.639648
	Iteration 25Q: 3 clusters Score -5403598 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -5403753.000000 Penalty: 12471.639648
	Iteration 26Q: 3 clusters Score -5403753 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -5403914.500000 Penalty: 12471.639648
	Iteration 27Q: 3 clusters Score -5403914 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -5404070.500000 Penalty: 12471.639648
	Iteration 28Q: 3 clusters Score -5404070 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -5404189.500000 Penalty: 12471.639648
	Iteration 29Q: 3 clusters Score -5404190 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5404281.500000 Penalty: 12471.639648
	Iteration 30Q: 3 clusters Score -5404282 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5404371.500000 Penalty: 12471.639648
	Iteration 31Q: 3 clusters Score -5404372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5404455.000000 Penalty: 12471.639648
	Iteration 32Q: 3 clusters Score -5404455 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -5404547.000000 Penalty: 12471.639648
	Iteration 33Q: 3 clusters Score -5404547 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5404623.500000 Penalty: 12471.639648
	Iteration 34Q: 3 clusters Score -5404624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -5404726.500000 Penalty: 12471.639648
	Iteration 35Q: 3 clusters Score -5404726 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5404776.500000 Penalty: 12471.639648
	Iteration 36Q: 3 clusters Score -5404776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5404830.500000 Penalty: 12471.639648
	Iteration 37Q: 3 clusters Score -5404830 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5404871.500000 Penalty: 12471.639648
	Iteration 38Q: 3 clusters Score -5404872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5404890.500000 Penalty: 12471.639648
	Iteration 39Q: 3 clusters Score -5404890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5404917.000000 Penalty: 12471.639648
	Iteration 40F: 3 clusters Score -5404917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5404920.500000 Penalty: 12471.639648
	Iteration 41Q: 3 clusters Score -5404920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5404939.500000 Penalty: 12471.639648
	Iteration 42Q: 3 clusters Score -5404940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -5404948.500000 Penalty: 12471.639648
	Iteration 43Q: 3 clusters Score -5404948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5404958.000000 Penalty: 12471.639648
	Iteration 44Q: 3 clusters Score -5404958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5404954.500000 Penalty: 12471.639648
	Iteration 45Q: 3 clusters Score -5404954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5404966.000000 Penalty: 12471.639648
	Iteration 46Q: 3 clusters Score -5404966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5404994.500000 Penalty: 12471.639648
	Iteration 47Q: 3 clusters Score -5404994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5405012.000000 Penalty: 12471.639648
	Iteration 48Q: 3 clusters Score -5405012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5405020.000000 Penalty: 12471.639648
	Iteration 49Q: 3 clusters Score -5405020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -5405032.500000 Penalty: 12471.639648
	Iteration 50Q: 3 clusters Score -5405032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -5405041.500000 Penalty: 12471.639648
	Iteration 51Q: 3 clusters Score -5405042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5405066.500000 Penalty: 12471.639648
	Iteration 52Q: 3 clusters Score -5405066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5405080.000000 Penalty: 12471.639648
	Iteration 53Q: 3 clusters Score -5405080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5405098.500000 Penalty: 12471.639648
	Iteration 54Q: 3 clusters Score -5405098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5405129.000000 Penalty: 12471.639648
	Iteration 55Q: 3 clusters Score -5405129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5405147.000000 Penalty: 12471.639648
	Iteration 56Q: 3 clusters Score -5405147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5405158.500000 Penalty: 12471.639648
	Iteration 57Q: 3 clusters Score -5405158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5405197.500000 Penalty: 12471.639648
	Iteration 58Q: 3 clusters Score -5405198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5405239.500000 Penalty: 12471.639648
	Iteration 59Q: 3 clusters Score -5405240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5405280.500000 Penalty: 12471.639648
	Iteration 60F: 3 clusters Score -5405280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5405337.000000 Penalty: 12471.639648
	Iteration 61Q: 3 clusters Score -5405337 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5405394.500000 Penalty: 12471.639648
	Iteration 62Q: 3 clusters Score -5405394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5405451.000000 Penalty: 12471.639648
	Iteration 63Q: 3 clusters Score -5405451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5405504.500000 Penalty: 12471.639648
	Iteration 64Q: 3 clusters Score -5405504 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5405566.500000 Penalty: 12471.639648
	Iteration 65Q: 3 clusters Score -5405566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5405597.000000 Penalty: 12471.639648
	Iteration 66Q: 3 clusters Score -5405597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5405618.000000 Penalty: 12471.639648
	Iteration 67Q: 3 clusters Score -5405618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5405632.000000 Penalty: 12471.639648
	Iteration 68Q: 3 clusters Score -5405632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5405648.000000 Penalty: 12471.639648
	Iteration 69Q: 3 clusters Score -5405648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5405664.500000 Penalty: 12471.639648
	Iteration 70Q: 3 clusters Score -5405664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5405679.000000 Penalty: 12471.639648
	Iteration 71Q: 3 clusters Score -5405679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5405686.000000 Penalty: 12471.639648
	Iteration 72Q: 3 clusters Score -5405686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5405685.000000 Penalty: 12471.639648
	Iteration 73Q: 3 clusters Score -5405685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5405694.000000 Penalty: 12471.639648
	Iteration 74Q: 3 clusters Score -5405694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5405698.000000 Penalty: 12471.639648
	Iteration 75Q: 3 clusters Score -5405698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5405698.000000 Penalty: 12471.639648
	Iteration 76F: 3 clusters Score -5405698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -105317.210938 Penalty: 3927.238770
	Iteration 0F: 2 clusters Score -105317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -101955.500000 Penalty: 7854.477539
	Iteration 0F: 3 clusters Score -101955.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -102425.101562 Penalty: 7854.477539
	Iteration 1F: 3 clusters Score -102425.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -102722.015625 Penalty: 7854.477539
	Iteration 2F: 3 clusters Score -102722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -102843.046875 Penalty: 7854.477539
	Iteration 3Q: 3 clusters Score -102843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -102926.546875 Penalty: 7854.477539
	Iteration 4Q: 3 clusters Score -102926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -103016.765625 Penalty: 7854.477539
	Iteration 5Q: 3 clusters Score -103016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -103151.945312 Penalty: 7854.477539
	Iteration 6Q: 3 clusters Score -103151.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103232.023438 Penalty: 7854.477539
	Iteration 7Q: 3 clusters Score -103232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103283.281250 Penalty: 7854.477539
	Iteration 8Q: 3 clusters Score -103283.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -103370.453125 Penalty: 7854.477539
	Iteration 9Q: 3 clusters Score -103370.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103572.976562 Penalty: 7854.477539
	Iteration 10Q: 3 clusters Score -103573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -104025.429688 Penalty: 7854.477539
	Iteration 11Q: 3 clusters Score -104025.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -104177.171875 Penalty: 7854.477539
	Iteration 12Q: 3 clusters Score -104177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -104357.203125 Penalty: 7854.477539
	Iteration 13Q: 3 clusters Score -104357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104528.335938 Penalty: 7854.477539
	Iteration 14Q: 3 clusters Score -104528.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -104796.304688 Penalty: 7854.477539
	Iteration 15Q: 3 clusters Score -104796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104949.773438 Penalty: 7854.477539
	Iteration 16Q: 3 clusters Score -104949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -104979.226562 Penalty: 7854.477539
	Iteration 17Q: 3 clusters Score -104979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -104979.226562 Penalty: 7854.477539
	Iteration 18F: 3 clusters Score -104979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Entering Unmasked Estep 
Score: -2528114.750000 Penalty: 5774.568848
	Iteration 0F: 2 clusters Score -2528115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2516313.750000 Penalty: 11549.137695
	Iteration 0F: 3 clusters Score -2516314 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2518933.000000 Penalty: 11549.137695
	Iteration 1F: 3 clusters Score -2518933 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2519500.500000 Penalty: 11549.137695
	Iteration 2F: 3 clusters Score -2519500 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2519878.500000 Penalty: 11549.137695
	Iteration 3F: 3 clusters Score -2519878 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2520144.500000 Penalty: 11549.137695
	Iteration 4Q: 3 clusters Score -2520144 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2520360.250000 Penalty: 11549.137695
	Iteration 5Q: 3 clusters Score -2520360 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2520535.000000 Penalty: 11549.137695
	Iteration 6Q: 3 clusters Score -2520535 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2520684.250000 Penalty: 11549.137695
	Iteration 7Q: 3 clusters Score -2520684 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2520824.750000 Penalty: 11549.137695
	Iteration 8Q: 3 clusters Score -2520825 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2520959.250000 Penalty: 11549.137695
	Iteration 9Q: 3 clusters Score -2520959 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2521104.000000 Penalty: 11549.137695
	Iteration 10Q: 3 clusters Score -2521104 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2521245.250000 Penalty: 11549.137695
	Iteration 11Q: 3 clusters Score -2521245 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2521397.000000 Penalty: 11549.137695
	Iteration 12Q: 3 clusters Score -2521397 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2521565.500000 Penalty: 11549.137695
	Iteration 13Q: 3 clusters Score -2521566 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2521708.250000 Penalty: 11549.137695
	Iteration 14Q: 3 clusters Score -2521708 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2521823.750000 Penalty: 11549.137695
	Iteration 15Q: 3 clusters Score -2521824 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2521956.000000 Penalty: 11549.137695
	Iteration 16Q: 3 clusters Score -2521956 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2522077.250000 Penalty: 11549.137695
	Iteration 17Q: 3 clusters Score -2522077 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2522193.500000 Penalty: 11549.137695
	Iteration 18Q: 3 clusters Score -2522194 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2522308.250000 Penalty: 11549.137695
	Iteration 19Q: 3 clusters Score -2522308 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2522420.750000 Penalty: 11549.137695
	Iteration 20F: 3 clusters Score -2522421 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2522540.750000 Penalty: 11549.137695
	Iteration 21Q: 3 clusters Score -2522541 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2522658.500000 Penalty: 11549.137695
	Iteration 22Q: 3 clusters Score -2522658 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2522781.750000 Penalty: 11549.137695
	Iteration 23Q: 3 clusters Score -2522782 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2522917.750000 Penalty: 11549.137695
	Iteration 24Q: 3 clusters Score -2522918 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2523050.250000 Penalty: 11549.137695
	Iteration 25Q: 3 clusters Score -2523050 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2523187.750000 Penalty: 11549.137695
	Iteration 26Q: 3 clusters Score -2523188 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2523335.750000 Penalty: 11549.137695
	Iteration 27Q: 3 clusters Score -2523336 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2523487.750000 Penalty: 11549.137695
	Iteration 28Q: 3 clusters Score -2523488 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2523650.500000 Penalty: 11549.137695
	Iteration 29Q: 3 clusters Score -2523650 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2523811.500000 Penalty: 11549.137695
	Iteration 30Q: 3 clusters Score -2523812 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2523991.250000 Penalty: 11549.137695
	Iteration 31Q: 3 clusters Score -2523991 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2524209.250000 Penalty: 11549.137695
	Iteration 32Q: 3 clusters Score -2524209 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2524426.750000 Penalty: 11549.137695
	Iteration 33Q: 3 clusters Score -2524427 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2524662.750000 Penalty: 11549.137695
	Iteration 34Q: 3 clusters Score -2524663 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2524817.500000 Penalty: 11549.137695
	Iteration 35Q: 3 clusters Score -2524818 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2524970.000000 Penalty: 11549.137695
	Iteration 36Q: 3 clusters Score -2524970 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2525099.000000 Penalty: 11549.137695
	Iteration 37Q: 3 clusters Score -2525099 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2525194.000000 Penalty: 11549.137695
	Iteration 38Q: 3 clusters Score -2525194 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2525275.500000 Penalty: 11549.137695
	Iteration 39Q: 3 clusters Score -2525276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2525351.500000 Penalty: 11549.137695
	Iteration 40F: 3 clusters Score -2525352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2525407.000000 Penalty: 11549.137695
	Iteration 41Q: 3 clusters Score -2525407 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2525434.000000 Penalty: 11549.137695
	Iteration 42Q: 3 clusters Score -2525434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2525459.250000 Penalty: 11549.137695
	Iteration 43Q: 3 clusters Score -2525459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2525472.500000 Penalty: 11549.137695
	Iteration 44Q: 3 clusters Score -2525472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2525475.000000 Penalty: 11549.137695
	Iteration 45Q: 3 clusters Score -2525475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2525477.000000 Penalty: 11549.137695
	Iteration 46Q: 3 clusters Score -2525477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2525482.750000 Penalty: 11549.137695
	Iteration 47Q: 3 clusters Score -2525483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2525478.250000 Penalty: 11549.137695
	Iteration 48Q: 3 clusters Score -2525478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2525480.500000 Penalty: 11549.137695
	Iteration 49Q: 3 clusters Score -2525480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2525481.250000 Penalty: 11549.137695
	Iteration 50Q: 3 clusters Score -2525481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2525482.000000 Penalty: 11549.137695
	Iteration 51Q: 3 clusters Score -2525482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2525482.000000 Penalty: 11549.137695
	Iteration 52F: 3 clusters Score -2525482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -373504.812500 Penalty: 4607.801270
	Iteration 0F: 2 clusters Score -373504.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -368614.656250 Penalty: 9215.602539
	Iteration 0F: 3 clusters Score -368614.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -369207.687500 Penalty: 9215.602539
	Iteration 1F: 3 clusters Score -369207.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -369477.406250 Penalty: 9215.602539
	Iteration 2F: 3 clusters Score -369477.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -369636.593750 Penalty: 9215.602539
	Iteration 3Q: 3 clusters Score -369636.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -369717.968750 Penalty: 9215.602539
	Iteration 4Q: 3 clusters Score -369718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -369755.406250 Penalty: 9215.602539
	Iteration 5Q: 3 clusters Score -369755.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -369779.187500 Penalty: 9215.602539
	Iteration 6Q: 3 clusters Score -369779.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -369797.281250 Penalty: 9215.602539
	Iteration 7Q: 3 clusters Score -369797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -369804.687500 Penalty: 9215.602539
	Iteration 8Q: 3 clusters Score -369804.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -369818.937500 Penalty: 9215.602539
	Iteration 9Q: 3 clusters Score -369818.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -369828.062500 Penalty: 9215.602539
	Iteration 10Q: 3 clusters Score -369828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -369840.468750 Penalty: 9215.602539
	Iteration 11Q: 3 clusters Score -369840.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -369859.906250 Penalty: 9215.602539
	Iteration 12Q: 3 clusters Score -369859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -369875.343750 Penalty: 9215.602539
	Iteration 13Q: 3 clusters Score -369875.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -369896.625000 Penalty: 9215.602539
	Iteration 14Q: 3 clusters Score -369896.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -369914.500000 Penalty: 9215.602539
	Iteration 15Q: 3 clusters Score -369914.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -369943.593750 Penalty: 9215.602539
	Iteration 16Q: 3 clusters Score -369943.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -369979.500000 Penalty: 9215.602539
	Iteration 17Q: 3 clusters Score -369979.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -370051.406250 Penalty: 9215.602539
	Iteration 18Q: 3 clusters Score -370051.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -370116.031250 Penalty: 9215.602539
	Iteration 19Q: 3 clusters Score -370116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -370180.343750 Penalty: 9215.602539
	Iteration 20F: 3 clusters Score -370180.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -370259.343750 Penalty: 9215.602539
	Iteration 21Q: 3 clusters Score -370259.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -370339.968750 Penalty: 9215.602539
	Iteration 22Q: 3 clusters Score -370340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -370433.625000 Penalty: 9215.602539
	Iteration 23Q: 3 clusters Score -370433.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -370548.437500 Penalty: 9215.602539
	Iteration 24Q: 3 clusters Score -370548.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -370754.281250 Penalty: 9215.602539
	Iteration 25Q: 3 clusters Score -370754.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -371060.562500 Penalty: 9215.602539
	Iteration 26Q: 3 clusters Score -371060.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -371360.156250 Penalty: 9215.602539
	Iteration 27Q: 3 clusters Score -371360.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -371595.406250 Penalty: 9215.602539
	Iteration 28Q: 3 clusters Score -371595.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -371772.593750 Penalty: 9215.602539
	Iteration 29Q: 3 clusters Score -371772.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -371914.625000 Penalty: 9215.602539
	Iteration 30Q: 3 clusters Score -371914.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -371989.437500 Penalty: 9215.602539
	Iteration 31Q: 3 clusters Score -371989.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -372044.968750 Penalty: 9215.602539
	Iteration 32Q: 3 clusters Score -372045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -372100.406250 Penalty: 9215.602539
	Iteration 33Q: 3 clusters Score -372100.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -372141.718750 Penalty: 9215.602539
	Iteration 34Q: 3 clusters Score -372141.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -372151.562500 Penalty: 9215.602539
	Iteration 35Q: 3 clusters Score -372151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -372163.937500 Penalty: 9215.602539
	Iteration 36Q: 3 clusters Score -372163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -372165.531250 Penalty: 9215.602539
	Iteration 37Q: 3 clusters Score -372165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -372168.812500 Penalty: 9215.602539
	Iteration 38Q: 3 clusters Score -372168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -372170.937500 Penalty: 9215.602539
	Iteration 39Q: 3 clusters Score -372170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -372171.937500 Penalty: 9215.602539
	Iteration 40F: 3 clusters Score -372171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -372174.375000 Penalty: 9215.602539
	Iteration 41Q: 3 clusters Score -372174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -372174.375000 Penalty: 9215.602539
	Iteration 42F: 3 clusters Score -372174.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -163006.171875 Penalty: 4185.231934
	Iteration 0F: 2 clusters Score -163006.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -159145.015625 Penalty: 8370.463867
	Iteration 0F: 3 clusters Score -159145 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -159667.968750 Penalty: 8370.463867
	Iteration 1F: 3 clusters Score -159668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -159784.234375 Penalty: 8370.463867
	Iteration 2Q: 3 clusters Score -159784.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -159847.218750 Penalty: 8370.463867
	Iteration 3Q: 3 clusters Score -159847.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -159892.062500 Penalty: 8370.463867
	Iteration 4Q: 3 clusters Score -159892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -159908.906250 Penalty: 8370.463867
	Iteration 5Q: 3 clusters Score -159908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -159937.093750 Penalty: 8370.463867
	Iteration 6Q: 3 clusters Score -159937.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -159954.906250 Penalty: 8370.463867
	Iteration 7Q: 3 clusters Score -159954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -159967.421875 Penalty: 8370.463867
	Iteration 8Q: 3 clusters Score -159967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -159972.390625 Penalty: 8370.463867
	Iteration 9Q: 3 clusters Score -159972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -159974.625000 Penalty: 8370.463867
	Iteration 10Q: 3 clusters Score -159974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -159981.140625 Penalty: 8370.463867
	Iteration 11Q: 3 clusters Score -159981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -159990.000000 Penalty: 8370.463867
	Iteration 12Q: 3 clusters Score -159990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160001.265625 Penalty: 8370.463867
	Iteration 13Q: 3 clusters Score -160001.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160001.265625 Penalty: 8370.463867
	Iteration 14F: 3 clusters Score -160001.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Entering Unmasked Estep 
Score: -5636169.000000 Penalty: 6257.543945
	Iteration 0F: 2 clusters Score -5636169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5614874.000000 Penalty: 12515.087891
	Iteration 0F: 3 clusters Score -5614874 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -5621089.000000 Penalty: 12515.087891
	Iteration 1F: 3 clusters Score -5621089 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -5621892.000000 Penalty: 12515.087891
	Iteration 2F: 3 clusters Score -5621892 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -5622455.000000 Penalty: 12515.087891
	Iteration 3F: 3 clusters Score -5622455 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -5622855.500000 Penalty: 12515.087891
	Iteration 4Q: 3 clusters Score -5622856 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -5623205.000000 Penalty: 12515.087891
	Iteration 5Q: 3 clusters Score -5623205 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -5623521.500000 Penalty: 12515.087891
	Iteration 6Q: 3 clusters Score -5623522 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -5623830.500000 Penalty: 12515.087891
	Iteration 7Q: 3 clusters Score -5623830 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -5624154.500000 Penalty: 12515.087891
	Iteration 8Q: 3 clusters Score -5624154 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -5624522.000000 Penalty: 12515.087891
	Iteration 9Q: 3 clusters Score -5624522 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -5624923.000000 Penalty: 12515.087891
	Iteration 10Q: 3 clusters Score -5624923 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -5625384.000000 Penalty: 12515.087891
	Iteration 11Q: 3 clusters Score -5625384 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -5625924.500000 Penalty: 12515.087891
	Iteration 12Q: 3 clusters Score -5625924 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5626568.000000 Penalty: 12515.087891
	Iteration 13Q: 3 clusters Score -5626568 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -5627253.000000 Penalty: 12515.087891
	Iteration 14Q: 3 clusters Score -5627253 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -5627874.000000 Penalty: 12515.087891
	Iteration 15Q: 3 clusters Score -5627874 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -5628396.000000 Penalty: 12515.087891
	Iteration 16Q: 3 clusters Score -5628396 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -5628852.000000 Penalty: 12515.087891
	Iteration 17Q: 3 clusters Score -5628852 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -5629266.000000 Penalty: 12515.087891
	Iteration 18Q: 3 clusters Score -5629266 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -5629634.500000 Penalty: 12515.087891
	Iteration 19Q: 3 clusters Score -5629634 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -5629830.000000 Penalty: 12515.087891
	Iteration 20F: 3 clusters Score -5629830 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -5630029.000000 Penalty: 12515.087891
	Iteration 21Q: 3 clusters Score -5630029 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5630182.000000 Penalty: 12515.087891
	Iteration 22Q: 3 clusters Score -5630182 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -5630337.500000 Penalty: 12515.087891
	Iteration 23Q: 3 clusters Score -5630338 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -5630479.000000 Penalty: 12515.087891
	Iteration 24Q: 3 clusters Score -5630479 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -5630614.000000 Penalty: 12515.087891
	Iteration 25Q: 3 clusters Score -5630614 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -5630709.000000 Penalty: 12515.087891
	Iteration 26Q: 3 clusters Score -5630709 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -5630767.000000 Penalty: 12515.087891
	Iteration 27Q: 3 clusters Score -5630767 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -5630869.000000 Penalty: 12515.087891
	Iteration 28Q: 3 clusters Score -5630869 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -5630912.000000 Penalty: 12515.087891
	Iteration 29Q: 3 clusters Score -5630912 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -5630956.500000 Penalty: 12515.087891
	Iteration 30Q: 3 clusters Score -5630956 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -5631003.500000 Penalty: 12515.087891
	Iteration 31Q: 3 clusters Score -5631004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -5631045.500000 Penalty: 12515.087891
	Iteration 32Q: 3 clusters Score -5631046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -5631076.500000 Penalty: 12515.087891
	Iteration 33Q: 3 clusters Score -5631076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -5631132.000000 Penalty: 12515.087891
	Iteration 34Q: 3 clusters Score -5631132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5631139.000000 Penalty: 12515.087891
	Iteration 35Q: 3 clusters Score -5631139 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -5631180.000000 Penalty: 12515.087891
	Iteration 36Q: 3 clusters Score -5631180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5631188.500000 Penalty: 12515.087891
	Iteration 37Q: 3 clusters Score -5631188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -5631221.000000 Penalty: 12515.087891
	Iteration 38Q: 3 clusters Score -5631221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5631228.000000 Penalty: 12515.087891
	Iteration 39Q: 3 clusters Score -5631228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -5631229.500000 Penalty: 12515.087891
	Iteration 40F: 3 clusters Score -5631230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -5631237.000000 Penalty: 12515.087891
	Iteration 41Q: 3 clusters Score -5631237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -5631246.500000 Penalty: 12515.087891
	Iteration 42Q: 3 clusters Score -5631246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -5631249.500000 Penalty: 12515.087891
	Iteration 43Q: 3 clusters Score -5631250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -5631247.000000 Penalty: 12515.087891
	Iteration 44Q: 3 clusters Score -5631247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -5631250.000000 Penalty: 12515.087891
	Iteration 45Q: 3 clusters Score -5631250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -5631256.000000 Penalty: 12515.087891
	Iteration 46Q: 3 clusters Score -5631256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -5631260.000000 Penalty: 12515.087891
	Iteration 47Q: 3 clusters Score -5631260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -5631258.000000 Penalty: 12515.087891
	Iteration 48Q: 3 clusters Score -5631258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -5631254.500000 Penalty: 12515.087891
	Iteration 49Q: 3 clusters Score -5631254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -5631254.500000 Penalty: 12515.087891
	Iteration 50Q: 3 clusters Score -5631254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -5631276.000000 Penalty: 12515.087891
	Iteration 51Q: 3 clusters Score -5631276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -5631285.500000 Penalty: 12515.087891
	Iteration 52Q: 3 clusters Score -5631286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -5631287.500000 Penalty: 12515.087891
	Iteration 53Q: 3 clusters Score -5631288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5631278.500000 Penalty: 12515.087891
	Iteration 54Q: 3 clusters Score -5631278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5631283.000000 Penalty: 12515.087891
	Iteration 55Q: 3 clusters Score -5631283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5631281.000000 Penalty: 12515.087891
	Iteration 56Q: 3 clusters Score -5631281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -5631280.500000 Penalty: 12515.087891
	Iteration 57Q: 3 clusters Score -5631280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5631289.500000 Penalty: 12515.087891
	Iteration 58Q: 3 clusters Score -5631290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -5631294.500000 Penalty: 12515.087891
	Iteration 59Q: 3 clusters Score -5631294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -5631294.500000 Penalty: 12515.087891
	Iteration 60F: 3 clusters Score -5631294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -118116.687500 Penalty: 3969.965820
	Iteration 0F: 2 clusters Score -118116.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114561.031250 Penalty: 7939.931641
	Iteration 0F: 3 clusters Score -114561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -114857.562500 Penalty: 7939.931641
	Iteration 1F: 3 clusters Score -114857.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -114971.585938 Penalty: 7939.931641
	Iteration 2Q: 3 clusters Score -114971.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -115009.312500 Penalty: 7939.931641
	Iteration 3Q: 3 clusters Score -115009.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -115048.078125 Penalty: 7939.931641
	Iteration 4Q: 3 clusters Score -115048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -115056.101562 Penalty: 7939.931641
	Iteration 5Q: 3 clusters Score -115056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -115071.695312 Penalty: 7939.931641
	Iteration 6Q: 3 clusters Score -115071.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115077.648438 Penalty: 7939.931641
	Iteration 7Q: 3 clusters Score -115077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115094.062500 Penalty: 7939.931641
	Iteration 8Q: 3 clusters Score -115094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -115107.914062 Penalty: 7939.931641
	Iteration 9Q: 3 clusters Score -115107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -115116.562500 Penalty: 7939.931641
	Iteration 10Q: 3 clusters Score -115116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -115118.164062 Penalty: 7939.931641
	Iteration 11Q: 3 clusters Score -115118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -115127.179688 Penalty: 7939.931641
	Iteration 12Q: 3 clusters Score -115127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115132.789062 Penalty: 7939.931641
	Iteration 13Q: 3 clusters Score -115132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115136.750000 Penalty: 7939.931641
	Iteration 14Q: 3 clusters Score -115136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115143.351562 Penalty: 7939.931641
	Iteration 15Q: 3 clusters Score -115143.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115171.140625 Penalty: 7939.931641
	Iteration 16Q: 3 clusters Score -115171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115191.523438 Penalty: 7939.931641
	Iteration 17Q: 3 clusters Score -115191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115196.562500 Penalty: 7939.931641
	Iteration 18Q: 3 clusters Score -115196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115213.750000 Penalty: 7939.931641
	Iteration 19Q: 3 clusters Score -115213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115229.281250 Penalty: 7939.931641
	Iteration 20F: 3 clusters Score -115229.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115260.671875 Penalty: 7939.931641
	Iteration 21Q: 3 clusters Score -115260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -115301.687500 Penalty: 7939.931641
	Iteration 22Q: 3 clusters Score -115301.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -115364.898438 Penalty: 7939.931641
	Iteration 23Q: 3 clusters Score -115364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -115382.046875 Penalty: 7939.931641
	Iteration 24Q: 3 clusters Score -115382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115387.757812 Penalty: 7939.931641
	Iteration 25Q: 3 clusters Score -115387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -115395.742188 Penalty: 7939.931641
	Iteration 26Q: 3 clusters Score -115395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -115398.132812 Penalty: 7939.931641
	Iteration 27Q: 3 clusters Score -115398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -115402.960938 Penalty: 7939.931641
	Iteration 28Q: 3 clusters Score -115403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -115402.960938 Penalty: 7939.931641
	Iteration 29F: 3 clusters Score -115403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -199962.937500 Penalty: 4243.129395
	Iteration 0F: 2 clusters Score -199962.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -195837.312500 Penalty: 8486.258789
	Iteration 0F: 3 clusters Score -195837.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -196194.859375 Penalty: 8486.258789
	Iteration 1F: 3 clusters Score -196194.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -196321.359375 Penalty: 8486.258789
	Iteration 2Q: 3 clusters Score -196321.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -196368.812500 Penalty: 8486.258789
	Iteration 3Q: 3 clusters Score -196368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -196382.656250 Penalty: 8486.258789
	Iteration 4Q: 3 clusters Score -196382.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -196391.859375 Penalty: 8486.258789
	Iteration 5Q: 3 clusters Score -196391.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -196391.859375 Penalty: 8486.258789
	Iteration 6F: 3 clusters Score -196391.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -75083.921875 Penalty: 3714.068359
	Iteration 0F: 2 clusters Score -75083.92 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 207 members 
Entering Unmasked Estep 
Score: -72009.054688 Penalty: 7428.136719
	Iteration 0F: 3 clusters Score -72009.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72189.390625 Penalty: 7428.136719
	Iteration 1F: 3 clusters Score -72189.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72229.242188 Penalty: 7428.136719
	Iteration 2Q: 3 clusters Score -72229.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72263.945312 Penalty: 7428.136719
	Iteration 3Q: 3 clusters Score -72263.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72270.429688 Penalty: 7428.136719
	Iteration 4Q: 3 clusters Score -72270.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72270.429688 Penalty: 7428.136719
	Iteration 5F: 3 clusters Score -72270.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Entering Unmasked Estep 
Score: -7685886.000000 Penalty: 6444.604980
	Iteration 0F: 2 clusters Score -7685886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -7658409.000000 Penalty: 12889.209961
	Iteration 0F: 3 clusters Score -7658409 nChanged 16079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -7666990.500000 Penalty: 12889.209961
	Iteration 1F: 3 clusters Score -7666990 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -7667883.500000 Penalty: 12889.209961
	Iteration 2F: 3 clusters Score -7667884 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -7668569.000000 Penalty: 12889.209961
	Iteration 3Q: 3 clusters Score -7668569 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -7669194.000000 Penalty: 12889.209961
	Iteration 4Q: 3 clusters Score -7669194 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -7669905.500000 Penalty: 12889.209961
	Iteration 5Q: 3 clusters Score -7669906 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -7670602.000000 Penalty: 12889.209961
	Iteration 6Q: 3 clusters Score -7670602 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -7671401.000000 Penalty: 12889.209961
	Iteration 7Q: 3 clusters Score -7671401 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -7672330.500000 Penalty: 12889.209961
	Iteration 8Q: 3 clusters Score -7672330 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -7673280.500000 Penalty: 12889.209961
	Iteration 9Q: 3 clusters Score -7673280 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -7674194.500000 Penalty: 12889.209961
	Iteration 10Q: 3 clusters Score -7674194 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -7675094.500000 Penalty: 12889.209961
	Iteration 11Q: 3 clusters Score -7675094 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -7675958.000000 Penalty: 12889.209961
	Iteration 12Q: 3 clusters Score -7675958 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -7676775.500000 Penalty: 12889.209961
	Iteration 13Q: 3 clusters Score -7676776 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -7677520.000000 Penalty: 12889.209961
	Iteration 14Q: 3 clusters Score -7677520 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -7678100.000000 Penalty: 12889.209961
	Iteration 15Q: 3 clusters Score -7678100 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -7678559.000000 Penalty: 12889.209961
	Iteration 16Q: 3 clusters Score -7678559 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -7678968.000000 Penalty: 12889.209961
	Iteration 17Q: 3 clusters Score -7678968 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -7679250.500000 Penalty: 12889.209961
	Iteration 18Q: 3 clusters Score -7679250 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -7679473.000000 Penalty: 12889.209961
	Iteration 19Q: 3 clusters Score -7679473 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -7679622.000000 Penalty: 12889.209961
	Iteration 20F: 3 clusters Score -7679622 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -7679752.000000 Penalty: 12889.209961
	Iteration 21Q: 3 clusters Score -7679752 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -7679853.000000 Penalty: 12889.209961
	Iteration 22Q: 3 clusters Score -7679853 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -7679922.000000 Penalty: 12889.209961
	Iteration 23Q: 3 clusters Score -7679922 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -7679984.000000 Penalty: 12889.209961
	Iteration 24Q: 3 clusters Score -7679984 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -7680055.000000 Penalty: 12889.209961
	Iteration 25Q: 3 clusters Score -7680055 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -7680100.000000 Penalty: 12889.209961
	Iteration 26Q: 3 clusters Score -7680100 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -7680147.000000 Penalty: 12889.209961
	Iteration 27Q: 3 clusters Score -7680147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -7680172.500000 Penalty: 12889.209961
	Iteration 28Q: 3 clusters Score -7680172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -7680174.500000 Penalty: 12889.209961
	Iteration 29Q: 3 clusters Score -7680174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -7680216.500000 Penalty: 12889.209961
	Iteration 30Q: 3 clusters Score -7680216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -7680234.500000 Penalty: 12889.209961
	Iteration 31Q: 3 clusters Score -7680234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -7680245.000000 Penalty: 12889.209961
	Iteration 32Q: 3 clusters Score -7680245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -7680261.500000 Penalty: 12889.209961
	Iteration 33Q: 3 clusters Score -7680262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -7680273.000000 Penalty: 12889.209961
	Iteration 34Q: 3 clusters Score -7680273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -7680291.000000 Penalty: 12889.209961
	Iteration 35Q: 3 clusters Score -7680291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -7680306.000000 Penalty: 12889.209961
	Iteration 36Q: 3 clusters Score -7680306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -7680320.500000 Penalty: 12889.209961
	Iteration 37Q: 3 clusters Score -7680320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -7680325.000000 Penalty: 12889.209961
	Iteration 38Q: 3 clusters Score -7680325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -7680334.000000 Penalty: 12889.209961
	Iteration 39Q: 3 clusters Score -7680334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -7680335.000000 Penalty: 12889.209961
	Iteration 40F: 3 clusters Score -7680335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -7680338.500000 Penalty: 12889.209961
	Iteration 41Q: 3 clusters Score -7680338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -7680348.000000 Penalty: 12889.209961
	Iteration 42Q: 3 clusters Score -7680348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -7680361.500000 Penalty: 12889.209961
	Iteration 43Q: 3 clusters Score -7680362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -7680357.500000 Penalty: 12889.209961
	Iteration 44Q: 3 clusters Score -7680358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -7680364.000000 Penalty: 12889.209961
	Iteration 45Q: 3 clusters Score -7680364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -7680374.000000 Penalty: 12889.209961
	Iteration 46Q: 3 clusters Score -7680374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -7680385.500000 Penalty: 12889.209961
	Iteration 47Q: 3 clusters Score -7680386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -7680390.000000 Penalty: 12889.209961
	Iteration 48Q: 3 clusters Score -7680390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -7680399.000000 Penalty: 12889.209961
	Iteration 49Q: 3 clusters Score -7680399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -7680410.500000 Penalty: 12889.209961
	Iteration 50Q: 3 clusters Score -7680410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -7680418.000000 Penalty: 12889.209961
	Iteration 51Q: 3 clusters Score -7680418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -7680416.000000 Penalty: 12889.209961
	Iteration 52Q: 3 clusters Score -7680416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -7680424.500000 Penalty: 12889.209961
	Iteration 53Q: 3 clusters Score -7680424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -7680418.000000 Penalty: 12889.209961
	Iteration 54Q: 3 clusters Score -7680418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -7680424.000000 Penalty: 12889.209961
	Iteration 55Q: 3 clusters Score -7680424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -7680431.000000 Penalty: 12889.209961
	Iteration 56Q: 3 clusters Score -7680431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -7680434.000000 Penalty: 12889.209961
	Iteration 57Q: 3 clusters Score -7680434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -7680434.000000 Penalty: 12889.209961
	Iteration 58Q: 3 clusters Score -7680434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -7680434.500000 Penalty: 12889.209961
	Iteration 59Q: 3 clusters Score -7680434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -7680434.500000 Penalty: 12889.209961
	Iteration 60F: 3 clusters Score -7680434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 9147 members 
Mstep: Class 4 contains 7688 members 
Mstep: Class 5 contains 88576 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 13226 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 21343 members 
Mstep: Class 10 contains 15516 members 
Mstep: Class 11 contains 20920 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 26395 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 12430 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27348 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89414200.000000 Penalty: 199048.500000
Iteration 79Q: 26 clusters Score -8.94142e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 10593 members 
Mstep: Class 3 contains 9171 members 
Mstep: Class 4 contains 7705 members 
Mstep: Class 5 contains 88518 members 
Mstep: Class 6 contains 12246 members 
Mstep: Class 7 contains 13206 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 15627 members 
Mstep: Class 11 contains 21436 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 26407 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 15 contains 12530 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 27410 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37250 members 
Mstep: Class 23 contains 78994 members 
Mstep: Class 24 contains 39630 members 
Mstep: Class 25 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416552.000000 Penalty: 199048.500000
Iteration 80F: 26 clusters Score -8.941655e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 10607 members 
Mstep: Class 3 contains 9175 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 88406 members 
Mstep: Class 6 contains 12198 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 21022 members 
Mstep: Class 10 contains 15689 members 
Mstep: Class 11 contains 21699 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 12361 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 27254 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37333 members 
Mstep: Class 23 contains 79019 members 
Mstep: Class 24 contains 39928 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417456.000000 Penalty: 199048.500000
Iteration 81Q: 26 clusters Score -8.941746e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 10594 members 
Mstep: Class 3 contains 9165 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 88344 members 
Mstep: Class 6 contains 12166 members 
Mstep: Class 7 contains 13144 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20911 members 
Mstep: Class 10 contains 15747 members 
Mstep: Class 11 contains 21896 members 
Mstep: Class 12 contains 488 members 
Mstep: Class 13 contains 26393 members 
Mstep: Class 14 contains 556 members 
Mstep: Class 15 contains 12229 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 979 members 
Mstep: Class 18 contains 27140 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37424 members 
Mstep: Class 23 contains 78963 members 
Mstep: Class 24 contains 40119 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417800.000000 Penalty: 199048.500000
Iteration 82Q: 26 clusters Score -8.94178e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 10593 members 
Mstep: Class 3 contains 9152 members 
Mstep: Class 4 contains 7712 members 
Mstep: Class 5 contains 88297 members 
Mstep: Class 6 contains 12155 members 
Mstep: Class 7 contains 13110 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20855 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 22047 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26379 members 
Mstep: Class 14 contains 551 members 
Mstep: Class 15 contains 12124 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 18 contains 27039 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37500 members 
Mstep: Class 23 contains 78891 members 
Mstep: Class 24 contains 40236 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89417856.000000 Penalty: 199048.500000
Iteration 83Q: 26 clusters Score -8.941786e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 10595 members 
Mstep: Class 3 contains 9142 members 
Mstep: Class 4 contains 7702 members 
Mstep: Class 5 contains 88262 members 
Mstep: Class 6 contains 12146 members 
Mstep: Class 7 contains 13088 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20827 members 
Mstep: Class 10 contains 15841 members 
Mstep: Class 11 contains 22158 members 
Mstep: Class 12 contains 492 members 
Mstep: Class 13 contains 26374 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 986 members 
Mstep: Class 18 contains 26942 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37556 members 
Mstep: Class 23 contains 78843 members 
Mstep: Class 24 contains 40305 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418072.000000 Penalty: 199048.500000
Iteration 84Q: 26 clusters Score -8.941807e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 10591 members 
Mstep: Class 3 contains 9142 members 
Mstep: Class 4 contains 7700 members 
Mstep: Class 5 contains 88233 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 13071 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20825 members 
Mstep: Class 10 contains 15872 members 
Mstep: Class 11 contains 22251 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26369 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 12012 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 988 members 
Mstep: Class 18 contains 26878 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37605 members 
Mstep: Class 23 contains 78777 members 
Mstep: Class 24 contains 40347 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418296.000000 Penalty: 199048.500000
Iteration 85Q: 26 clusters Score -8.94183e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 10586 members 
Mstep: Class 3 contains 9139 members 
Mstep: Class 4 contains 7689 members 
Mstep: Class 5 contains 88233 members 
Mstep: Class 6 contains 12136 members 
Mstep: Class 7 contains 13049 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20819 members 
Mstep: Class 10 contains 15897 members 
Mstep: Class 11 contains 22323 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26361 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 11960 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 26821 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37658 members 
Mstep: Class 23 contains 78726 members 
Mstep: Class 24 contains 40376 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418512.000000 Penalty: 199048.500000
Iteration 86Q: 26 clusters Score -8.941851e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 10577 members 
Mstep: Class 3 contains 9135 members 
Mstep: Class 4 contains 7675 members 
Mstep: Class 5 contains 88215 members 
Mstep: Class 6 contains 12137 members 
Mstep: Class 7 contains 13032 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20818 members 
Mstep: Class 10 contains 15928 members 
Mstep: Class 11 contains 22403 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26358 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 11908 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 26776 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37700 members 
Mstep: Class 23 contains 78656 members 
Mstep: Class 24 contains 40409 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418456.000000 Penalty: 199048.500000
Iteration 87Q: 26 clusters Score -8.941846e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 10562 members 
Mstep: Class 3 contains 9135 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 88205 members 
Mstep: Class 6 contains 12133 members 
Mstep: Class 7 contains 13016 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20824 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 22480 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26357 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11854 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26741 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37736 members 
Mstep: Class 23 contains 78579 members 
Mstep: Class 24 contains 40428 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418472.000000 Penalty: 199048.500000
Iteration 88Q: 26 clusters Score -8.941847e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 9125 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 88189 members 
Mstep: Class 6 contains 12136 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20818 members 
Mstep: Class 10 contains 15987 members 
Mstep: Class 11 contains 22538 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26350 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11823 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26704 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37762 members 
Mstep: Class 23 contains 78517 members 
Mstep: Class 24 contains 40453 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418480.000000 Penalty: 199048.500000
Iteration 89Q: 26 clusters Score -8.941848e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 9119 members 
Mstep: Class 4 contains 7660 members 
Mstep: Class 5 contains 88172 members 
Mstep: Class 6 contains 12137 members 
Mstep: Class 7 contains 12988 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20815 members 
Mstep: Class 10 contains 16009 members 
Mstep: Class 11 contains 22587 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26344 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11798 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26684 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37782 members 
Mstep: Class 23 contains 78454 members 
Mstep: Class 24 contains 40475 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418696.000000 Penalty: 199048.500000
Iteration 90Q: 26 clusters Score -8.94187e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 9123 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 88153 members 
Mstep: Class 6 contains 12141 members 
Mstep: Class 7 contains 12979 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20811 members 
Mstep: Class 10 contains 16037 members 
Mstep: Class 11 contains 22634 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26337 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26660 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37803 members 
Mstep: Class 23 contains 78405 members 
Mstep: Class 24 contains 40491 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418664.000000 Penalty: 199048.500000
Iteration 91Q: 26 clusters Score -8.941866e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 9118 members 
Mstep: Class 4 contains 7657 members 
Mstep: Class 5 contains 88138 members 
Mstep: Class 6 contains 12136 members 
Mstep: Class 7 contains 12971 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20810 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 22681 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26333 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11748 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26639 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37817 members 
Mstep: Class 23 contains 78351 members 
Mstep: Class 24 contains 40497 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418744.000000 Penalty: 199048.500000
Iteration 92Q: 26 clusters Score -8.941874e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 9123 members 
Mstep: Class 4 contains 7652 members 
Mstep: Class 5 contains 88120 members 
Mstep: Class 6 contains 12132 members 
Mstep: Class 7 contains 12967 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20815 members 
Mstep: Class 10 contains 16080 members 
Mstep: Class 11 contains 22725 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26325 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11724 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37829 members 
Mstep: Class 23 contains 78313 members 
Mstep: Class 24 contains 40515 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418720.000000 Penalty: 199048.500000
Iteration 93Q: 26 clusters Score -8.941872e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 10558 members 
Mstep: Class 3 contains 9130 members 
Mstep: Class 4 contains 7646 members 
Mstep: Class 5 contains 88106 members 
Mstep: Class 6 contains 12133 members 
Mstep: Class 7 contains 12965 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20812 members 
Mstep: Class 10 contains 16092 members 
Mstep: Class 11 contains 22771 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26323 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26593 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37838 members 
Mstep: Class 23 contains 78267 members 
Mstep: Class 24 contains 40527 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418672.000000 Penalty: 199048.500000
Iteration 94Q: 26 clusters Score -8.941867e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 9129 members 
Mstep: Class 4 contains 7641 members 
Mstep: Class 5 contains 88097 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 12963 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20816 members 
Mstep: Class 10 contains 16107 members 
Mstep: Class 11 contains 22806 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26322 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11711 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26574 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37847 members 
Mstep: Class 23 contains 78210 members 
Mstep: Class 24 contains 40541 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418880.000000 Penalty: 199048.500000
Iteration 95Q: 26 clusters Score -8.941888e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 9130 members 
Mstep: Class 4 contains 7636 members 
Mstep: Class 5 contains 88086 members 
Mstep: Class 6 contains 12114 members 
Mstep: Class 7 contains 12960 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20827 members 
Mstep: Class 10 contains 16123 members 
Mstep: Class 11 contains 22835 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26320 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11723 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26560 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37857 members 
Mstep: Class 23 contains 78121 members 
Mstep: Class 24 contains 40560 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418912.000000 Penalty: 199048.500000
Iteration 96Q: 26 clusters Score -8.941891e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 9133 members 
Mstep: Class 4 contains 7628 members 
Mstep: Class 5 contains 88071 members 
Mstep: Class 6 contains 12114 members 
Mstep: Class 7 contains 12959 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 16142 members 
Mstep: Class 11 contains 22869 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26322 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11746 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26541 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37870 members 
Mstep: Class 23 contains 78044 members 
Mstep: Class 24 contains 40575 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89418984.000000 Penalty: 199048.500000
Iteration 97Q: 26 clusters Score -8.941898e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 9133 members 
Mstep: Class 4 contains 7624 members 
Mstep: Class 5 contains 88060 members 
Mstep: Class 6 contains 12119 members 
Mstep: Class 7 contains 12958 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20825 members 
Mstep: Class 10 contains 16155 members 
Mstep: Class 11 contains 22899 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26322 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11782 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26516 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37885 members 
Mstep: Class 23 contains 77931 members 
Mstep: Class 24 contains 40607 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89419168.000000 Penalty: 199048.500000
Iteration 98Q: 26 clusters Score -8.941917e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 9135 members 
Mstep: Class 4 contains 7620 members 
Mstep: Class 5 contains 88047 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 12955 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20832 members 
Mstep: Class 10 contains 16168 members 
Mstep: Class 11 contains 22920 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26322 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11831 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26493 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37894 members 
Mstep: Class 23 contains 77819 members 
Mstep: Class 24 contains 40622 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89419144.000000 Penalty: 199048.500000
Iteration 99Q: 26 clusters Score -8.941914e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 9140 members 
Mstep: Class 4 contains 7615 members 
Mstep: Class 5 contains 88041 members 
Mstep: Class 6 contains 12125 members 
Mstep: Class 7 contains 12951 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20840 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 22943 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26319 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11899 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26476 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37903 members 
Mstep: Class 23 contains 77658 members 
Mstep: Class 24 contains 40636 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89419440.000000 Penalty: 199048.500000
Iteration 100F: 26 clusters Score -8.941944e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 9155 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 88025 members 
Mstep: Class 6 contains 12136 members 
Mstep: Class 7 contains 12949 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20856 members 
Mstep: Class 10 contains 16196 members 
Mstep: Class 11 contains 22965 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26314 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12002 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26449 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37919 members 
Mstep: Class 23 contains 77445 members 
Mstep: Class 24 contains 40655 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89419504.000000 Penalty: 199048.500000
Iteration 101Q: 26 clusters Score -8.94195e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 10589 members 
Mstep: Class 3 contains 9177 members 
Mstep: Class 4 contains 7607 members 
Mstep: Class 5 contains 88018 members 
Mstep: Class 6 contains 12144 members 
Mstep: Class 7 contains 12949 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20878 members 
Mstep: Class 10 contains 16203 members 
Mstep: Class 11 contains 22994 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26314 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12133 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26430 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37935 members 
Mstep: Class 23 contains 77136 members 
Mstep: Class 24 contains 40684 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89419760.000000 Penalty: 199048.500000
Iteration 102Q: 26 clusters Score -8.941976e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 9193 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 88013 members 
Mstep: Class 6 contains 12150 members 
Mstep: Class 7 contains 12949 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20908 members 
Mstep: Class 10 contains 16205 members 
Mstep: Class 11 contains 23017 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26314 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12298 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26413 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37948 members 
Mstep: Class 23 contains 76794 members 
Mstep: Class 24 contains 40701 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420048.000000 Penalty: 199048.500000
Iteration 103Q: 26 clusters Score -8.942005e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 10637 members 
Mstep: Class 3 contains 9210 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 88002 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 12948 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20930 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 23047 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26311 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12493 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26381 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37964 members 
Mstep: Class 23 contains 76410 members 
Mstep: Class 24 contains 40727 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89420784.000000 Penalty: 199048.500000
Iteration 104Q: 26 clusters Score -8.942078e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 10678 members 
Mstep: Class 3 contains 9230 members 
Mstep: Class 4 contains 7595 members 
Mstep: Class 5 contains 87992 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 12946 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 20964 members 
Mstep: Class 10 contains 16226 members 
Mstep: Class 11 contains 23087 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26312 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12632 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26363 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37969 members 
Mstep: Class 23 contains 76020 members 
Mstep: Class 24 contains 40752 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421040.000000 Penalty: 199048.500000
Iteration 105Q: 26 clusters Score -8.942104e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 10751 members 
Mstep: Class 3 contains 9263 members 
Mstep: Class 4 contains 7590 members 
Mstep: Class 5 contains 87984 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21025 members 
Mstep: Class 10 contains 16229 members 
Mstep: Class 11 contains 23141 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26301 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12699 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26348 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37987 members 
Mstep: Class 23 contains 75618 members 
Mstep: Class 24 contains 40782 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89421648.000000 Penalty: 199048.500000
Iteration 106Q: 26 clusters Score -8.942165e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 10859 members 
Mstep: Class 3 contains 9295 members 
Mstep: Class 4 contains 7588 members 
Mstep: Class 5 contains 87981 members 
Mstep: Class 6 contains 12166 members 
Mstep: Class 7 contains 12938 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21076 members 
Mstep: Class 10 contains 16239 members 
Mstep: Class 11 contains 23180 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26284 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12616 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26330 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 37997 members 
Mstep: Class 23 contains 75333 members 
Mstep: Class 24 contains 40825 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422200.000000 Penalty: 199048.500000
Iteration 107Q: 26 clusters Score -8.94222e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 10975 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 4 contains 7583 members 
Mstep: Class 5 contains 87968 members 
Mstep: Class 6 contains 12166 members 
Mstep: Class 7 contains 12938 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21140 members 
Mstep: Class 10 contains 16243 members 
Mstep: Class 11 contains 23238 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26269 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12503 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26303 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38012 members 
Mstep: Class 23 contains 75058 members 
Mstep: Class 24 contains 40861 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422544.000000 Penalty: 199048.500000
Iteration 108Q: 26 clusters Score -8.942254e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 11063 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 7581 members 
Mstep: Class 5 contains 87957 members 
Mstep: Class 6 contains 12184 members 
Mstep: Class 7 contains 12938 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21191 members 
Mstep: Class 10 contains 16253 members 
Mstep: Class 11 contains 23283 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26263 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12356 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26292 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38037 members 
Mstep: Class 23 contains 74852 members 
Mstep: Class 24 contains 40899 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422768.000000 Penalty: 199048.500000
Iteration 109Q: 26 clusters Score -8.942277e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 9371 members 
Mstep: Class 4 contains 7577 members 
Mstep: Class 5 contains 87949 members 
Mstep: Class 6 contains 12182 members 
Mstep: Class 7 contains 12938 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21219 members 
Mstep: Class 10 contains 16265 members 
Mstep: Class 11 contains 23332 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26248 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12188 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26297 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38060 members 
Mstep: Class 23 contains 74689 members 
Mstep: Class 24 contains 40937 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422968.000000 Penalty: 199048.500000
Iteration 110Q: 26 clusters Score -8.942297e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 11256 members 
Mstep: Class 3 contains 9387 members 
Mstep: Class 4 contains 7569 members 
Mstep: Class 5 contains 87944 members 
Mstep: Class 6 contains 12183 members 
Mstep: Class 7 contains 12937 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21252 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 23377 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26228 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 12014 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26291 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38074 members 
Mstep: Class 23 contains 74556 members 
Mstep: Class 24 contains 40979 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423048.000000 Penalty: 199048.500000
Iteration 111Q: 26 clusters Score -8.942305e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 11368 members 
Mstep: Class 3 contains 9380 members 
Mstep: Class 4 contains 7571 members 
Mstep: Class 5 contains 87932 members 
Mstep: Class 6 contains 12189 members 
Mstep: Class 7 contains 12936 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 16286 members 
Mstep: Class 11 contains 23416 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26217 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11818 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26277 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38094 members 
Mstep: Class 23 contains 74473 members 
Mstep: Class 24 contains 41011 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423160.000000 Penalty: 199048.500000
Iteration 112Q: 26 clusters Score -8.942316e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 9372 members 
Mstep: Class 4 contains 7570 members 
Mstep: Class 5 contains 87924 members 
Mstep: Class 6 contains 12193 members 
Mstep: Class 7 contains 12936 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21320 members 
Mstep: Class 10 contains 16297 members 
Mstep: Class 11 contains 23464 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26215 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11638 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26262 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38105 members 
Mstep: Class 23 contains 74387 members 
Mstep: Class 24 contains 41048 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89422992.000000 Penalty: 199048.500000
Iteration 113Q: 26 clusters Score -8.942299e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 11514 members 
Mstep: Class 3 contains 9363 members 
Mstep: Class 4 contains 7570 members 
Mstep: Class 5 contains 87911 members 
Mstep: Class 6 contains 12194 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 16310 members 
Mstep: Class 11 contains 23498 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26209 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11481 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26245 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38123 members 
Mstep: Class 23 contains 74317 members 
Mstep: Class 24 contains 41086 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423288.000000 Penalty: 199048.500000
Iteration 114Q: 26 clusters Score -8.942329e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 11571 members 
Mstep: Class 3 contains 9357 members 
Mstep: Class 4 contains 7568 members 
Mstep: Class 5 contains 87904 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21386 members 
Mstep: Class 10 contains 16318 members 
Mstep: Class 11 contains 23528 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26196 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11348 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26238 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38135 members 
Mstep: Class 23 contains 74255 members 
Mstep: Class 24 contains 41108 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423344.000000 Penalty: 199048.500000
Iteration 115Q: 26 clusters Score -8.942334e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 7567 members 
Mstep: Class 5 contains 87892 members 
Mstep: Class 6 contains 12185 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21406 members 
Mstep: Class 10 contains 16329 members 
Mstep: Class 11 contains 23552 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26184 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11207 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26223 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38152 members 
Mstep: Class 23 contains 74203 members 
Mstep: Class 24 contains 41124 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423520.000000 Penalty: 199048.500000
Iteration 116Q: 26 clusters Score -8.942352e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 11721 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 7566 members 
Mstep: Class 5 contains 87885 members 
Mstep: Class 6 contains 12191 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21427 members 
Mstep: Class 10 contains 16338 members 
Mstep: Class 11 contains 23573 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26180 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 11080 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26211 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38153 members 
Mstep: Class 23 contains 74159 members 
Mstep: Class 24 contains 41135 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423552.000000 Penalty: 199048.500000
Iteration 117Q: 26 clusters Score -8.942355e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 9348 members 
Mstep: Class 4 contains 7559 members 
Mstep: Class 5 contains 87881 members 
Mstep: Class 6 contains 12191 members 
Mstep: Class 7 contains 12934 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21446 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 23579 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26174 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10990 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26204 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38160 members 
Mstep: Class 23 contains 74123 members 
Mstep: Class 24 contains 41151 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423584.000000 Penalty: 199048.500000
Iteration 118Q: 26 clusters Score -8.942358e+07 nChanged 307
Entering ConstructFrom: 
Score: -89423584.000000 Penalty: 199048.500000
Entering ConstructFrom: 
Trying to split cluster 1 (14905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Entering Unmasked Estep 
Score: -2939498.750000 Penalty: 5885.789551
	Iteration 0F: 2 clusters Score -2939499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2926098.000000 Penalty: 11771.579102
	Iteration 0F: 3 clusters Score -2926098 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2929331.000000 Penalty: 11771.579102
	Iteration 1F: 3 clusters Score -2929331 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2929952.000000 Penalty: 11771.579102
	Iteration 2F: 3 clusters Score -2929952 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2930349.750000 Penalty: 11771.579102
	Iteration 3F: 3 clusters Score -2930350 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2930613.250000 Penalty: 11771.579102
	Iteration 4Q: 3 clusters Score -2930613 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2930810.250000 Penalty: 11771.579102
	Iteration 5Q: 3 clusters Score -2930810 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2930961.250000 Penalty: 11771.579102
	Iteration 6Q: 3 clusters Score -2930961 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2931090.500000 Penalty: 11771.579102
	Iteration 7Q: 3 clusters Score -2931090 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2931177.000000 Penalty: 11771.579102
	Iteration 8Q: 3 clusters Score -2931177 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2931271.250000 Penalty: 11771.579102
	Iteration 9Q: 3 clusters Score -2931271 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2931364.000000 Penalty: 11771.579102
	Iteration 10Q: 3 clusters Score -2931364 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2931435.750000 Penalty: 11771.579102
	Iteration 11Q: 3 clusters Score -2931436 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2931508.250000 Penalty: 11771.579102
	Iteration 12Q: 3 clusters Score -2931508 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2931570.250000 Penalty: 11771.579102
	Iteration 13Q: 3 clusters Score -2931570 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2931638.750000 Penalty: 11771.579102
	Iteration 14Q: 3 clusters Score -2931639 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2931708.000000 Penalty: 11771.579102
	Iteration 15Q: 3 clusters Score -2931708 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2931785.250000 Penalty: 11771.579102
	Iteration 16Q: 3 clusters Score -2931785 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2931864.750000 Penalty: 11771.579102
	Iteration 17Q: 3 clusters Score -2931865 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2931936.250000 Penalty: 11771.579102
	Iteration 18Q: 3 clusters Score -2931936 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2932017.000000 Penalty: 11771.579102
	Iteration 19Q: 3 clusters Score -2932017 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2932106.250000 Penalty: 11771.579102
	Iteration 20F: 3 clusters Score -2932106 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2932205.500000 Penalty: 11771.579102
	Iteration 21Q: 3 clusters Score -2932206 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2932316.250000 Penalty: 11771.579102
	Iteration 22Q: 3 clusters Score -2932316 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2932409.000000 Penalty: 11771.579102
	Iteration 23Q: 3 clusters Score -2932409 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2932530.000000 Penalty: 11771.579102
	Iteration 24Q: 3 clusters Score -2932530 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2932665.250000 Penalty: 11771.579102
	Iteration 25Q: 3 clusters Score -2932665 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2932774.750000 Penalty: 11771.579102
	Iteration 26Q: 3 clusters Score -2932775 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2932885.500000 Penalty: 11771.579102
	Iteration 27Q: 3 clusters Score -2932886 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2932954.250000 Penalty: 11771.579102
	Iteration 28Q: 3 clusters Score -2932954 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2933050.750000 Penalty: 11771.579102
	Iteration 29Q: 3 clusters Score -2933051 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2933125.250000 Penalty: 11771.579102
	Iteration 30Q: 3 clusters Score -2933125 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2933197.250000 Penalty: 11771.579102
	Iteration 31Q: 3 clusters Score -2933197 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2933266.250000 Penalty: 11771.579102
	Iteration 32Q: 3 clusters Score -2933266 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2933355.750000 Penalty: 11771.579102
	Iteration 33Q: 3 clusters Score -2933356 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2933424.250000 Penalty: 11771.579102
	Iteration 34Q: 3 clusters Score -2933424 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2933484.500000 Penalty: 11771.579102
	Iteration 35Q: 3 clusters Score -2933484 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2933552.750000 Penalty: 11771.579102
	Iteration 36Q: 3 clusters Score -2933553 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2933605.750000 Penalty: 11771.579102
	Iteration 37Q: 3 clusters Score -2933606 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2933661.500000 Penalty: 11771.579102
	Iteration 38Q: 3 clusters Score -2933662 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2933706.250000 Penalty: 11771.579102
	Iteration 39Q: 3 clusters Score -2933706 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2933758.750000 Penalty: 11771.579102
	Iteration 40F: 3 clusters Score -2933759 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2933801.250000 Penalty: 11771.579102
	Iteration 41Q: 3 clusters Score -2933801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2933834.500000 Penalty: 11771.579102
	Iteration 42Q: 3 clusters Score -2933834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2933882.500000 Penalty: 11771.579102
	Iteration 43Q: 3 clusters Score -2933882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2933922.750000 Penalty: 11771.579102
	Iteration 44Q: 3 clusters Score -2933923 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2933942.250000 Penalty: 11771.579102
	Iteration 45Q: 3 clusters Score -2933942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2933978.500000 Penalty: 11771.579102
	Iteration 46Q: 3 clusters Score -2933978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2934007.000000 Penalty: 11771.579102
	Iteration 47Q: 3 clusters Score -2934007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2934044.500000 Penalty: 11771.579102
	Iteration 48Q: 3 clusters Score -2934044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2934067.250000 Penalty: 11771.579102
	Iteration 49Q: 3 clusters Score -2934067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2934100.500000 Penalty: 11771.579102
	Iteration 50Q: 3 clusters Score -2934100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2934135.000000 Penalty: 11771.579102
	Iteration 51Q: 3 clusters Score -2934135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2934155.250000 Penalty: 11771.579102
	Iteration 52Q: 3 clusters Score -2934155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2934188.000000 Penalty: 11771.579102
	Iteration 53Q: 3 clusters Score -2934188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2934208.500000 Penalty: 11771.579102
	Iteration 54Q: 3 clusters Score -2934208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2934224.250000 Penalty: 11771.579102
	Iteration 55Q: 3 clusters Score -2934224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2934236.750000 Penalty: 11771.579102
	Iteration 56Q: 3 clusters Score -2934237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2934254.250000 Penalty: 11771.579102
	Iteration 57Q: 3 clusters Score -2934254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2934269.250000 Penalty: 11771.579102
	Iteration 58Q: 3 clusters Score -2934269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2934277.000000 Penalty: 11771.579102
	Iteration 59Q: 3 clusters Score -2934277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2934290.000000 Penalty: 11771.579102
	Iteration 60F: 3 clusters Score -2934290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2934299.000000 Penalty: 11771.579102
	Iteration 61Q: 3 clusters Score -2934299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2934315.000000 Penalty: 11771.579102
	Iteration 62Q: 3 clusters Score -2934315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2934325.000000 Penalty: 11771.579102
	Iteration 63Q: 3 clusters Score -2934325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2934333.250000 Penalty: 11771.579102
	Iteration 64Q: 3 clusters Score -2934333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2934333.500000 Penalty: 11771.579102
	Iteration 65Q: 3 clusters Score -2934334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2934345.250000 Penalty: 11771.579102
	Iteration 66Q: 3 clusters Score -2934345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2934348.250000 Penalty: 11771.579102
	Iteration 67Q: 3 clusters Score -2934348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2934348.000000 Penalty: 11771.579102
	Iteration 68Q: 3 clusters Score -2934348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2934352.250000 Penalty: 11771.579102
	Iteration 69Q: 3 clusters Score -2934352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2934354.500000 Penalty: 11771.579102
	Iteration 70Q: 3 clusters Score -2934354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2934362.750000 Penalty: 11771.579102
	Iteration 71Q: 3 clusters Score -2934363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2934367.750000 Penalty: 11771.579102
	Iteration 72Q: 3 clusters Score -2934368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2934370.500000 Penalty: 11771.579102
	Iteration 73Q: 3 clusters Score -2934370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2934375.000000 Penalty: 11771.579102
	Iteration 74Q: 3 clusters Score -2934375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2934379.500000 Penalty: 11771.579102
	Iteration 75Q: 3 clusters Score -2934380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2934380.250000 Penalty: 11771.579102
	Iteration 76Q: 3 clusters Score -2934380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2934385.250000 Penalty: 11771.579102
	Iteration 77Q: 3 clusters Score -2934385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2934390.000000 Penalty: 11771.579102
	Iteration 78Q: 3 clusters Score -2934390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2934395.500000 Penalty: 11771.579102
	Iteration 79Q: 3 clusters Score -2934396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2934399.250000 Penalty: 11771.579102
	Iteration 80F: 3 clusters Score -2934399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2934401.000000 Penalty: 11771.579102
	Iteration 81Q: 3 clusters Score -2934401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2934403.750000 Penalty: 11771.579102
	Iteration 82Q: 3 clusters Score -2934404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2934405.500000 Penalty: 11771.579102
	Iteration 83Q: 3 clusters Score -2934406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2934403.000000 Penalty: 11771.579102
	Iteration 84Q: 3 clusters Score -2934403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2934408.750000 Penalty: 11771.579102
	Iteration 85Q: 3 clusters Score -2934409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2934416.500000 Penalty: 11771.579102
	Iteration 86Q: 3 clusters Score -2934416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2934422.250000 Penalty: 11771.579102
	Iteration 87Q: 3 clusters Score -2934422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2934424.250000 Penalty: 11771.579102
	Iteration 88Q: 3 clusters Score -2934424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2934428.500000 Penalty: 11771.579102
	Iteration 89Q: 3 clusters Score -2934428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2934428.250000 Penalty: 11771.579102
	Iteration 90Q: 3 clusters Score -2934428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2934435.250000 Penalty: 11771.579102
	Iteration 91Q: 3 clusters Score -2934435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2934435.250000 Penalty: 11771.579102
	Iteration 92Q: 3 clusters Score -2934435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2934429.250000 Penalty: 11771.579102
	Iteration 93Q: 3 clusters Score -2934429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2934435.250000 Penalty: 11771.579102
	Iteration 94Q: 3 clusters Score -2934435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2934434.750000 Penalty: 11771.579102
	Iteration 95Q: 3 clusters Score -2934435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2934442.250000 Penalty: 11771.579102
	Iteration 96Q: 3 clusters Score -2934442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2934444.750000 Penalty: 11771.579102
	Iteration 97Q: 3 clusters Score -2934445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2934443.000000 Penalty: 11771.579102
	Iteration 98Q: 3 clusters Score -2934443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2934445.250000 Penalty: 11771.579102
	Iteration 99Q: 3 clusters Score -2934445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2934447.750000 Penalty: 11771.579102
	Iteration 100F: 3 clusters Score -2934448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2934451.250000 Penalty: 11771.579102
	Iteration 101Q: 3 clusters Score -2934451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2934453.750000 Penalty: 11771.579102
	Iteration 102Q: 3 clusters Score -2934454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2934457.000000 Penalty: 11771.579102
	Iteration 103Q: 3 clusters Score -2934457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2934455.000000 Penalty: 11771.579102
	Iteration 104Q: 3 clusters Score -2934455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2934455.000000 Penalty: 11771.579102
	Iteration 105F: 3 clusters Score -2934455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Entering Unmasked Estep 
Score: -2334864.000000 Penalty: 5742.295410
	Iteration 0F: 2 clusters Score -2334864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2323473.250000 Penalty: 11484.590820
	Iteration 0F: 3 clusters Score -2323473 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2326101.750000 Penalty: 11484.590820
	Iteration 1F: 3 clusters Score -2326102 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2326593.500000 Penalty: 11484.590820
	Iteration 2F: 3 clusters Score -2326594 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2326960.000000 Penalty: 11484.590820
	Iteration 3F: 3 clusters Score -2326960 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2327226.250000 Penalty: 11484.590820
	Iteration 4Q: 3 clusters Score -2327226 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2327442.250000 Penalty: 11484.590820
	Iteration 5Q: 3 clusters Score -2327442 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2327624.500000 Penalty: 11484.590820
	Iteration 6Q: 3 clusters Score -2327624 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2327784.750000 Penalty: 11484.590820
	Iteration 7Q: 3 clusters Score -2327785 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2327946.500000 Penalty: 11484.590820
	Iteration 8Q: 3 clusters Score -2327946 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2328092.000000 Penalty: 11484.590820
	Iteration 9Q: 3 clusters Score -2328092 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2328215.000000 Penalty: 11484.590820
	Iteration 10Q: 3 clusters Score -2328215 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2328340.750000 Penalty: 11484.590820
	Iteration 11Q: 3 clusters Score -2328341 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2328458.000000 Penalty: 11484.590820
	Iteration 12Q: 3 clusters Score -2328458 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2328579.000000 Penalty: 11484.590820
	Iteration 13Q: 3 clusters Score -2328579 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2328694.500000 Penalty: 11484.590820
	Iteration 14Q: 3 clusters Score -2328694 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2328789.750000 Penalty: 11484.590820
	Iteration 15Q: 3 clusters Score -2328790 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2328868.500000 Penalty: 11484.590820
	Iteration 16Q: 3 clusters Score -2328868 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2328925.000000 Penalty: 11484.590820
	Iteration 17Q: 3 clusters Score -2328925 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2328991.250000 Penalty: 11484.590820
	Iteration 18Q: 3 clusters Score -2328991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2329049.000000 Penalty: 11484.590820
	Iteration 19Q: 3 clusters Score -2329049 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2329099.750000 Penalty: 11484.590820
	Iteration 20F: 3 clusters Score -2329100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2329141.500000 Penalty: 11484.590820
	Iteration 21Q: 3 clusters Score -2329142 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2329189.250000 Penalty: 11484.590820
	Iteration 22Q: 3 clusters Score -2329189 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2329251.000000 Penalty: 11484.590820
	Iteration 23Q: 3 clusters Score -2329251 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2329302.500000 Penalty: 11484.590820
	Iteration 24Q: 3 clusters Score -2329302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2329344.500000 Penalty: 11484.590820
	Iteration 25Q: 3 clusters Score -2329344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2329397.750000 Penalty: 11484.590820
	Iteration 26Q: 3 clusters Score -2329398 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2329424.500000 Penalty: 11484.590820
	Iteration 27Q: 3 clusters Score -2329424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2329484.250000 Penalty: 11484.590820
	Iteration 28Q: 3 clusters Score -2329484 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2329535.500000 Penalty: 11484.590820
	Iteration 29Q: 3 clusters Score -2329536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2329591.750000 Penalty: 11484.590820
	Iteration 30Q: 3 clusters Score -2329592 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2329643.750000 Penalty: 11484.590820
	Iteration 31Q: 3 clusters Score -2329644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2329666.250000 Penalty: 11484.590820
	Iteration 32Q: 3 clusters Score -2329666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2329707.000000 Penalty: 11484.590820
	Iteration 33Q: 3 clusters Score -2329707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2329739.250000 Penalty: 11484.590820
	Iteration 34Q: 3 clusters Score -2329739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2329759.750000 Penalty: 11484.590820
	Iteration 35Q: 3 clusters Score -2329760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2329775.500000 Penalty: 11484.590820
	Iteration 36Q: 3 clusters Score -2329776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2329794.500000 Penalty: 11484.590820
	Iteration 37Q: 3 clusters Score -2329794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2329814.500000 Penalty: 11484.590820
	Iteration 38Q: 3 clusters Score -2329814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2329828.500000 Penalty: 11484.590820
	Iteration 39Q: 3 clusters Score -2329828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2329850.250000 Penalty: 11484.590820
	Iteration 40F: 3 clusters Score -2329850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2329862.000000 Penalty: 11484.590820
	Iteration 41Q: 3 clusters Score -2329862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2329865.250000 Penalty: 11484.590820
	Iteration 42Q: 3 clusters Score -2329865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2329870.250000 Penalty: 11484.590820
	Iteration 43Q: 3 clusters Score -2329870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2329877.500000 Penalty: 11484.590820
	Iteration 44Q: 3 clusters Score -2329878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2329883.250000 Penalty: 11484.590820
	Iteration 45Q: 3 clusters Score -2329883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2329888.750000 Penalty: 11484.590820
	Iteration 46Q: 3 clusters Score -2329889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2329891.000000 Penalty: 11484.590820
	Iteration 47Q: 3 clusters Score -2329891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2329902.250000 Penalty: 11484.590820
	Iteration 48Q: 3 clusters Score -2329902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2329906.500000 Penalty: 11484.590820
	Iteration 49Q: 3 clusters Score -2329906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2329903.250000 Penalty: 11484.590820
	Iteration 50Q: 3 clusters Score -2329903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2329902.500000 Penalty: 11484.590820
	Iteration 51Q: 3 clusters Score -2329902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2329910.000000 Penalty: 11484.590820
	Iteration 52Q: 3 clusters Score -2329910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2329912.500000 Penalty: 11484.590820
	Iteration 53Q: 3 clusters Score -2329912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2329919.000000 Penalty: 11484.590820
	Iteration 54Q: 3 clusters Score -2329919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2329925.000000 Penalty: 11484.590820
	Iteration 55Q: 3 clusters Score -2329925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2329926.250000 Penalty: 11484.590820
	Iteration 56Q: 3 clusters Score -2329926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2329927.750000 Penalty: 11484.590820
	Iteration 57Q: 3 clusters Score -2329928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2329929.000000 Penalty: 11484.590820
	Iteration 58Q: 3 clusters Score -2329929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2329929.000000 Penalty: 11484.590820
	Iteration 59Q: 3 clusters Score -2329929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2329931.000000 Penalty: 11484.590820
	Iteration 60F: 3 clusters Score -2329931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2329931.000000 Penalty: 11484.590820
	Iteration 61Q: 3 clusters Score -2329931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2329933.750000 Penalty: 11484.590820
	Iteration 62Q: 3 clusters Score -2329934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2329931.250000 Penalty: 11484.590820
	Iteration 63Q: 3 clusters Score -2329931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2329932.500000 Penalty: 11484.590820
	Iteration 64Q: 3 clusters Score -2329932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2329938.000000 Penalty: 11484.590820
	Iteration 65Q: 3 clusters Score -2329938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2329938.000000 Penalty: 11484.590820
	Iteration 66F: 3 clusters Score -2329938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1830714.500000 Penalty: 5599.315430
	Iteration 0F: 2 clusters Score -1830714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1820948.625000 Penalty: 11198.630859
	Iteration 0F: 3 clusters Score -1820949 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1823012.750000 Penalty: 11198.630859
	Iteration 1F: 3 clusters Score -1823013 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1823507.000000 Penalty: 11198.630859
	Iteration 2F: 3 clusters Score -1823507 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1823866.250000 Penalty: 11198.630859
	Iteration 3F: 3 clusters Score -1823866 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1824136.000000 Penalty: 11198.630859
	Iteration 4Q: 3 clusters Score -1824136 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1824392.125000 Penalty: 11198.630859
	Iteration 5Q: 3 clusters Score -1824392 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1824637.750000 Penalty: 11198.630859
	Iteration 6Q: 3 clusters Score -1824638 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1824852.875000 Penalty: 11198.630859
	Iteration 7Q: 3 clusters Score -1824853 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1825091.375000 Penalty: 11198.630859
	Iteration 8Q: 3 clusters Score -1825091 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1825329.500000 Penalty: 11198.630859
	Iteration 9Q: 3 clusters Score -1825330 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1825565.750000 Penalty: 11198.630859
	Iteration 10Q: 3 clusters Score -1825566 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1825821.250000 Penalty: 11198.630859
	Iteration 11Q: 3 clusters Score -1825821 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1826017.125000 Penalty: 11198.630859
	Iteration 12Q: 3 clusters Score -1826017 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1826214.000000 Penalty: 11198.630859
	Iteration 13Q: 3 clusters Score -1826214 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1826400.000000 Penalty: 11198.630859
	Iteration 14Q: 3 clusters Score -1826400 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1826545.500000 Penalty: 11198.630859
	Iteration 15Q: 3 clusters Score -1826546 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1826660.875000 Penalty: 11198.630859
	Iteration 16Q: 3 clusters Score -1826661 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1826765.875000 Penalty: 11198.630859
	Iteration 17Q: 3 clusters Score -1826766 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1826871.250000 Penalty: 11198.630859
	Iteration 18Q: 3 clusters Score -1826871 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1826949.125000 Penalty: 11198.630859
	Iteration 19Q: 3 clusters Score -1826949 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1827013.375000 Penalty: 11198.630859
	Iteration 20F: 3 clusters Score -1827013 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1827071.500000 Penalty: 11198.630859
	Iteration 21Q: 3 clusters Score -1827072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1827119.500000 Penalty: 11198.630859
	Iteration 22Q: 3 clusters Score -1827120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1827163.250000 Penalty: 11198.630859
	Iteration 23Q: 3 clusters Score -1827163 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1827182.125000 Penalty: 11198.630859
	Iteration 24Q: 3 clusters Score -1827182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1827214.125000 Penalty: 11198.630859
	Iteration 25Q: 3 clusters Score -1827214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1827225.625000 Penalty: 11198.630859
	Iteration 26Q: 3 clusters Score -1827226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1827240.750000 Penalty: 11198.630859
	Iteration 27Q: 3 clusters Score -1827241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1827248.875000 Penalty: 11198.630859
	Iteration 28Q: 3 clusters Score -1827249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1827264.375000 Penalty: 11198.630859
	Iteration 29Q: 3 clusters Score -1827264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1827273.375000 Penalty: 11198.630859
	Iteration 30Q: 3 clusters Score -1827273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1827276.875000 Penalty: 11198.630859
	Iteration 31Q: 3 clusters Score -1827277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1827289.375000 Penalty: 11198.630859
	Iteration 32Q: 3 clusters Score -1827289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1827297.625000 Penalty: 11198.630859
	Iteration 33Q: 3 clusters Score -1827298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1827309.000000 Penalty: 11198.630859
	Iteration 34Q: 3 clusters Score -1827309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1827318.625000 Penalty: 11198.630859
	Iteration 35Q: 3 clusters Score -1827319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1827322.125000 Penalty: 11198.630859
	Iteration 36Q: 3 clusters Score -1827322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1827329.500000 Penalty: 11198.630859
	Iteration 37Q: 3 clusters Score -1827330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1827328.375000 Penalty: 11198.630859
	Iteration 38Q: 3 clusters Score -1827328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1827335.125000 Penalty: 11198.630859
	Iteration 39Q: 3 clusters Score -1827335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1827334.750000 Penalty: 11198.630859
	Iteration 40F: 3 clusters Score -1827335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1827335.375000 Penalty: 11198.630859
	Iteration 41Q: 3 clusters Score -1827335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1827338.250000 Penalty: 11198.630859
	Iteration 42Q: 3 clusters Score -1827338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1827334.750000 Penalty: 11198.630859
	Iteration 43Q: 3 clusters Score -1827335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1827337.875000 Penalty: 11198.630859
	Iteration 44Q: 3 clusters Score -1827338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1827336.750000 Penalty: 11198.630859
	Iteration 45Q: 3 clusters Score -1827337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1827336.750000 Penalty: 11198.630859
	Iteration 46F: 3 clusters Score -1827337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1547220.250000 Penalty: 5469.927734
	Iteration 0F: 2 clusters Score -1547220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1538525.625000 Penalty: 10939.855469
	Iteration 0F: 3 clusters Score -1538526 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1540137.125000 Penalty: 10939.855469
	Iteration 1F: 3 clusters Score -1540137 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1540540.000000 Penalty: 10939.855469
	Iteration 2F: 3 clusters Score -1540540 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1540812.375000 Penalty: 10939.855469
	Iteration 3Q: 3 clusters Score -1540812 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1541020.000000 Penalty: 10939.855469
	Iteration 4Q: 3 clusters Score -1541020 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1541154.875000 Penalty: 10939.855469
	Iteration 5Q: 3 clusters Score -1541155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1541243.625000 Penalty: 10939.855469
	Iteration 6Q: 3 clusters Score -1541244 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1541316.375000 Penalty: 10939.855469
	Iteration 7Q: 3 clusters Score -1541316 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1541383.125000 Penalty: 10939.855469
	Iteration 8Q: 3 clusters Score -1541383 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1541438.375000 Penalty: 10939.855469
	Iteration 9Q: 3 clusters Score -1541438 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1541491.000000 Penalty: 10939.855469
	Iteration 10Q: 3 clusters Score -1541491 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1541530.875000 Penalty: 10939.855469
	Iteration 11Q: 3 clusters Score -1541531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1541576.875000 Penalty: 10939.855469
	Iteration 12Q: 3 clusters Score -1541577 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1541636.750000 Penalty: 10939.855469
	Iteration 13Q: 3 clusters Score -1541637 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1541687.375000 Penalty: 10939.855469
	Iteration 14Q: 3 clusters Score -1541687 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1541732.375000 Penalty: 10939.855469
	Iteration 15Q: 3 clusters Score -1541732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1541778.750000 Penalty: 10939.855469
	Iteration 16Q: 3 clusters Score -1541779 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1541834.625000 Penalty: 10939.855469
	Iteration 17Q: 3 clusters Score -1541835 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1541875.625000 Penalty: 10939.855469
	Iteration 18Q: 3 clusters Score -1541876 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1541928.875000 Penalty: 10939.855469
	Iteration 19Q: 3 clusters Score -1541929 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1541980.875000 Penalty: 10939.855469
	Iteration 20F: 3 clusters Score -1541981 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1542035.750000 Penalty: 10939.855469
	Iteration 21Q: 3 clusters Score -1542036 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1542084.875000 Penalty: 10939.855469
	Iteration 22Q: 3 clusters Score -1542085 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1542126.750000 Penalty: 10939.855469
	Iteration 23Q: 3 clusters Score -1542127 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1542167.375000 Penalty: 10939.855469
	Iteration 24Q: 3 clusters Score -1542167 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1542206.750000 Penalty: 10939.855469
	Iteration 25Q: 3 clusters Score -1542207 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1542236.750000 Penalty: 10939.855469
	Iteration 26Q: 3 clusters Score -1542237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1542277.000000 Penalty: 10939.855469
	Iteration 27Q: 3 clusters Score -1542277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1542309.000000 Penalty: 10939.855469
	Iteration 28Q: 3 clusters Score -1542309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1542331.125000 Penalty: 10939.855469
	Iteration 29Q: 3 clusters Score -1542331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1542355.000000 Penalty: 10939.855469
	Iteration 30Q: 3 clusters Score -1542355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1542389.125000 Penalty: 10939.855469
	Iteration 31Q: 3 clusters Score -1542389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1542415.875000 Penalty: 10939.855469
	Iteration 32Q: 3 clusters Score -1542416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1542439.750000 Penalty: 10939.855469
	Iteration 33Q: 3 clusters Score -1542440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1542465.625000 Penalty: 10939.855469
	Iteration 34Q: 3 clusters Score -1542466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1542477.500000 Penalty: 10939.855469
	Iteration 35Q: 3 clusters Score -1542478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1542489.875000 Penalty: 10939.855469
	Iteration 36Q: 3 clusters Score -1542490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1542509.000000 Penalty: 10939.855469
	Iteration 37Q: 3 clusters Score -1542509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1542524.000000 Penalty: 10939.855469
	Iteration 38Q: 3 clusters Score -1542524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1542535.000000 Penalty: 10939.855469
	Iteration 39Q: 3 clusters Score -1542535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1542540.750000 Penalty: 10939.855469
	Iteration 40F: 3 clusters Score -1542541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1542543.875000 Penalty: 10939.855469
	Iteration 41Q: 3 clusters Score -1542544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1542553.250000 Penalty: 10939.855469
	Iteration 42Q: 3 clusters Score -1542553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1542556.875000 Penalty: 10939.855469
	Iteration 43Q: 3 clusters Score -1542557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1542565.125000 Penalty: 10939.855469
	Iteration 44Q: 3 clusters Score -1542565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1542569.375000 Penalty: 10939.855469
	Iteration 45Q: 3 clusters Score -1542569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1542578.375000 Penalty: 10939.855469
	Iteration 46Q: 3 clusters Score -1542578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1542581.000000 Penalty: 10939.855469
	Iteration 47Q: 3 clusters Score -1542581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1542588.375000 Penalty: 10939.855469
	Iteration 48Q: 3 clusters Score -1542588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1542594.000000 Penalty: 10939.855469
	Iteration 49Q: 3 clusters Score -1542594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1542601.250000 Penalty: 10939.855469
	Iteration 50Q: 3 clusters Score -1542601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1542607.125000 Penalty: 10939.855469
	Iteration 51Q: 3 clusters Score -1542607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1542607.000000 Penalty: 10939.855469
	Iteration 52Q: 3 clusters Score -1542607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1542613.250000 Penalty: 10939.855469
	Iteration 53Q: 3 clusters Score -1542613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1542616.500000 Penalty: 10939.855469
	Iteration 54Q: 3 clusters Score -1542616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1542615.375000 Penalty: 10939.855469
	Iteration 55Q: 3 clusters Score -1542615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1542616.750000 Penalty: 10939.855469
	Iteration 56Q: 3 clusters Score -1542617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1542616.250000 Penalty: 10939.855469
	Iteration 57Q: 3 clusters Score -1542616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1542621.375000 Penalty: 10939.855469
	Iteration 58Q: 3 clusters Score -1542621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1542627.000000 Penalty: 10939.855469
	Iteration 59Q: 3 clusters Score -1542627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1542629.125000 Penalty: 10939.855469
	Iteration 60F: 3 clusters Score -1542629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1542628.625000 Penalty: 10939.855469
	Iteration 61Q: 3 clusters Score -1542629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1542631.250000 Penalty: 10939.855469
	Iteration 62Q: 3 clusters Score -1542631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1542635.625000 Penalty: 10939.855469
	Iteration 63Q: 3 clusters Score -1542636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1542634.875000 Penalty: 10939.855469
	Iteration 64Q: 3 clusters Score -1542635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1542637.625000 Penalty: 10939.855469
	Iteration 65Q: 3 clusters Score -1542638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1542641.875000 Penalty: 10939.855469
	Iteration 66Q: 3 clusters Score -1542642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1542644.125000 Penalty: 10939.855469
	Iteration 67Q: 3 clusters Score -1542644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1542648.375000 Penalty: 10939.855469
	Iteration 68Q: 3 clusters Score -1542648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1542647.250000 Penalty: 10939.855469
	Iteration 69Q: 3 clusters Score -1542647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1542647.250000 Penalty: 10939.855469
	Iteration 70F: 3 clusters Score -1542647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (87870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Entering Unmasked Estep 
Score: -18058494.000000 Penalty: 6972.463379
	Iteration 0F: 2 clusters Score -1.805849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -17998714.000000 Penalty: 13944.926758
	Iteration 0F: 3 clusters Score -1.799871e+07 nChanged 39812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -18020168.000000 Penalty: 13944.926758
	Iteration 1F: 3 clusters Score -1.802017e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -18021350.000000 Penalty: 13944.926758
	Iteration 2Q: 3 clusters Score -1.802135e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -18022322.000000 Penalty: 13944.926758
	Iteration 3Q: 3 clusters Score -1.802232e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -18023364.000000 Penalty: 13944.926758
	Iteration 4Q: 3 clusters Score -1.802336e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -18024262.000000 Penalty: 13944.926758
	Iteration 5Q: 3 clusters Score -1.802426e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -18025300.000000 Penalty: 13944.926758
	Iteration 6Q: 3 clusters Score -1.80253e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -18026700.000000 Penalty: 13944.926758
	Iteration 7Q: 3 clusters Score -1.80267e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -18028960.000000 Penalty: 13944.926758
	Iteration 8Q: 3 clusters Score -1.802896e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -18032254.000000 Penalty: 13944.926758
	Iteration 9F: 3 clusters Score -1.803225e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -18036452.000000 Penalty: 13944.926758
	Iteration 10F: 3 clusters Score -1.803645e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -18041174.000000 Penalty: 13944.926758
	Iteration 11F: 3 clusters Score -1.804117e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -18045174.000000 Penalty: 13944.926758
	Iteration 12F: 3 clusters Score -1.804517e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -18047928.000000 Penalty: 13944.926758
	Iteration 13Q: 3 clusters Score -1.804793e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -18049572.000000 Penalty: 13944.926758
	Iteration 14Q: 3 clusters Score -1.804957e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -18050666.000000 Penalty: 13944.926758
	Iteration 15Q: 3 clusters Score -1.805067e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -18051236.000000 Penalty: 13944.926758
	Iteration 16Q: 3 clusters Score -1.805124e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -18051588.000000 Penalty: 13944.926758
	Iteration 17Q: 3 clusters Score -1.805159e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -18051772.000000 Penalty: 13944.926758
	Iteration 18Q: 3 clusters Score -1.805177e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -18051934.000000 Penalty: 13944.926758
	Iteration 19Q: 3 clusters Score -1.805193e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -18051990.000000 Penalty: 13944.926758
	Iteration 20F: 3 clusters Score -1.805199e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -18052060.000000 Penalty: 13944.926758
	Iteration 21Q: 3 clusters Score -1.805206e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -18052124.000000 Penalty: 13944.926758
	Iteration 22Q: 3 clusters Score -1.805212e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -18052172.000000 Penalty: 13944.926758
	Iteration 23Q: 3 clusters Score -1.805217e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -18052210.000000 Penalty: 13944.926758
	Iteration 24Q: 3 clusters Score -1.805221e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -18052250.000000 Penalty: 13944.926758
	Iteration 25Q: 3 clusters Score -1.805225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -18052254.000000 Penalty: 13944.926758
	Iteration 26Q: 3 clusters Score -1.805225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -18052274.000000 Penalty: 13944.926758
	Iteration 27Q: 3 clusters Score -1.805227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -18052292.000000 Penalty: 13944.926758
	Iteration 28Q: 3 clusters Score -1.805229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -18052304.000000 Penalty: 13944.926758
	Iteration 29Q: 3 clusters Score -1.80523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -18052294.000000 Penalty: 13944.926758
	Iteration 30Q: 3 clusters Score -1.805229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -18052324.000000 Penalty: 13944.926758
	Iteration 31Q: 3 clusters Score -1.805232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -18052330.000000 Penalty: 13944.926758
	Iteration 32Q: 3 clusters Score -1.805233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -18052316.000000 Penalty: 13944.926758
	Iteration 33Q: 3 clusters Score -1.805232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -18052326.000000 Penalty: 13944.926758
	Iteration 34Q: 3 clusters Score -1.805233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 86824 members 
Entering Unmasked Estep 
Score: -18052316.000000 Penalty: 13944.926758
	Iteration 35Q: 3 clusters Score -1.805232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -18052340.000000 Penalty: 13944.926758
	Iteration 36Q: 3 clusters Score -1.805234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -18052356.000000 Penalty: 13944.926758
	Iteration 37Q: 3 clusters Score -1.805236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -18052358.000000 Penalty: 13944.926758
	Iteration 38Q: 3 clusters Score -1.805236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -18052366.000000 Penalty: 13944.926758
	Iteration 39Q: 3 clusters Score -1.805237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -18052392.000000 Penalty: 13944.926758
	Iteration 40F: 3 clusters Score -1.805239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -18052402.000000 Penalty: 13944.926758
	Iteration 41Q: 3 clusters Score -1.80524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -18052418.000000 Penalty: 13944.926758
	Iteration 42Q: 3 clusters Score -1.805242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -18052408.000000 Penalty: 13944.926758
	Iteration 43Q: 3 clusters Score -1.805241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -18052418.000000 Penalty: 13944.926758
	Iteration 44Q: 3 clusters Score -1.805242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -18052420.000000 Penalty: 13944.926758
	Iteration 45Q: 3 clusters Score -1.805242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -18052418.000000 Penalty: 13944.926758
	Iteration 46Q: 3 clusters Score -1.805242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 86909 members 
Entering Unmasked Estep 
Score: -18052418.000000 Penalty: 13944.926758
	Iteration 47Q: 3 clusters Score -1.805242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 86911 members 
Entering Unmasked Estep 
Score: -18052424.000000 Penalty: 13944.926758
	Iteration 48Q: 3 clusters Score -1.805242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 86911 members 
Entering Unmasked Estep 
Score: -18052424.000000 Penalty: 13944.926758
	Iteration 49F: 3 clusters Score -1.805242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Entering Unmasked Estep 
Score: -2410640.750000 Penalty: 5762.878418
	Iteration 0F: 2 clusters Score -2410641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2399110.250000 Penalty: 11525.756836
	Iteration 0F: 3 clusters Score -2399110 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2401688.750000 Penalty: 11525.756836
	Iteration 1F: 3 clusters Score -2401689 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2402259.000000 Penalty: 11525.756836
	Iteration 2F: 3 clusters Score -2402259 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2402590.250000 Penalty: 11525.756836
	Iteration 3Q: 3 clusters Score -2402590 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2402832.750000 Penalty: 11525.756836
	Iteration 4Q: 3 clusters Score -2402833 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2403043.000000 Penalty: 11525.756836
	Iteration 5Q: 3 clusters Score -2403043 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2403196.750000 Penalty: 11525.756836
	Iteration 6Q: 3 clusters Score -2403197 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2403345.750000 Penalty: 11525.756836
	Iteration 7Q: 3 clusters Score -2403346 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2403500.000000 Penalty: 11525.756836
	Iteration 8Q: 3 clusters Score -2403500 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2403674.500000 Penalty: 11525.756836
	Iteration 9Q: 3 clusters Score -2403674 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2403860.750000 Penalty: 11525.756836
	Iteration 10Q: 3 clusters Score -2403861 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2404100.500000 Penalty: 11525.756836
	Iteration 11Q: 3 clusters Score -2404100 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2404361.000000 Penalty: 11525.756836
	Iteration 12Q: 3 clusters Score -2404361 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2404635.500000 Penalty: 11525.756836
	Iteration 13Q: 3 clusters Score -2404636 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2404943.250000 Penalty: 11525.756836
	Iteration 14Q: 3 clusters Score -2404943 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2405288.500000 Penalty: 11525.756836
	Iteration 15Q: 3 clusters Score -2405288 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2405657.000000 Penalty: 11525.756836
	Iteration 16Q: 3 clusters Score -2405657 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2405988.250000 Penalty: 11525.756836
	Iteration 17Q: 3 clusters Score -2405988 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2406286.250000 Penalty: 11525.756836
	Iteration 18Q: 3 clusters Score -2406286 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2406518.500000 Penalty: 11525.756836
	Iteration 19Q: 3 clusters Score -2406518 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2406679.250000 Penalty: 11525.756836
	Iteration 20F: 3 clusters Score -2406679 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2406797.000000 Penalty: 11525.756836
	Iteration 21Q: 3 clusters Score -2406797 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2406904.250000 Penalty: 11525.756836
	Iteration 22Q: 3 clusters Score -2406904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2406961.500000 Penalty: 11525.756836
	Iteration 23Q: 3 clusters Score -2406962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2407004.250000 Penalty: 11525.756836
	Iteration 24Q: 3 clusters Score -2407004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2407052.750000 Penalty: 11525.756836
	Iteration 25Q: 3 clusters Score -2407053 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2407092.500000 Penalty: 11525.756836
	Iteration 26Q: 3 clusters Score -2407092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2407118.750000 Penalty: 11525.756836
	Iteration 27Q: 3 clusters Score -2407119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2407130.750000 Penalty: 11525.756836
	Iteration 28Q: 3 clusters Score -2407131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2407150.500000 Penalty: 11525.756836
	Iteration 29Q: 3 clusters Score -2407150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2407159.000000 Penalty: 11525.756836
	Iteration 30Q: 3 clusters Score -2407159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2407167.250000 Penalty: 11525.756836
	Iteration 31Q: 3 clusters Score -2407167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2407171.000000 Penalty: 11525.756836
	Iteration 32Q: 3 clusters Score -2407171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2407181.250000 Penalty: 11525.756836
	Iteration 33Q: 3 clusters Score -2407181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2407179.000000 Penalty: 11525.756836
	Iteration 34Q: 3 clusters Score -2407179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2407188.500000 Penalty: 11525.756836
	Iteration 35Q: 3 clusters Score -2407188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2407187.750000 Penalty: 11525.756836
	Iteration 36Q: 3 clusters Score -2407188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2407191.750000 Penalty: 11525.756836
	Iteration 37Q: 3 clusters Score -2407192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2407192.750000 Penalty: 11525.756836
	Iteration 38Q: 3 clusters Score -2407193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2407199.750000 Penalty: 11525.756836
	Iteration 39Q: 3 clusters Score -2407200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2407201.500000 Penalty: 11525.756836
	Iteration 40F: 3 clusters Score -2407202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Entering Unmasked Estep 
Score: -2613876.000000 Penalty: 5798.771973
	Iteration 0F: 2 clusters Score -2613876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2601906.750000 Penalty: 11597.543945
	Iteration 0F: 3 clusters Score -2601907 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2605060.500000 Penalty: 11597.543945
	Iteration 1F: 3 clusters Score -2605060 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2606133.250000 Penalty: 11597.543945
	Iteration 2F: 3 clusters Score -2606133 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2607006.250000 Penalty: 11597.543945
	Iteration 3F: 3 clusters Score -2607006 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2607767.750000 Penalty: 11597.543945
	Iteration 4F: 3 clusters Score -2607768 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2608434.750000 Penalty: 11597.543945
	Iteration 5F: 3 clusters Score -2608435 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2609020.000000 Penalty: 11597.543945
	Iteration 6F: 3 clusters Score -2609020 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2609497.250000 Penalty: 11597.543945
	Iteration 7Q: 3 clusters Score -2609497 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2609873.000000 Penalty: 11597.543945
	Iteration 8Q: 3 clusters Score -2609873 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2610149.750000 Penalty: 11597.543945
	Iteration 9Q: 3 clusters Score -2610150 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2610371.250000 Penalty: 11597.543945
	Iteration 10Q: 3 clusters Score -2610371 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2610539.750000 Penalty: 11597.543945
	Iteration 11Q: 3 clusters Score -2610540 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2610673.000000 Penalty: 11597.543945
	Iteration 12Q: 3 clusters Score -2610673 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2610792.500000 Penalty: 11597.543945
	Iteration 13Q: 3 clusters Score -2610792 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2610881.500000 Penalty: 11597.543945
	Iteration 14Q: 3 clusters Score -2610882 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2610960.250000 Penalty: 11597.543945
	Iteration 15Q: 3 clusters Score -2610960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2611010.250000 Penalty: 11597.543945
	Iteration 16Q: 3 clusters Score -2611010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2611046.000000 Penalty: 11597.543945
	Iteration 17Q: 3 clusters Score -2611046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2611080.750000 Penalty: 11597.543945
	Iteration 18Q: 3 clusters Score -2611081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2611096.250000 Penalty: 11597.543945
	Iteration 19Q: 3 clusters Score -2611096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2611115.250000 Penalty: 11597.543945
	Iteration 20F: 3 clusters Score -2611115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2611127.750000 Penalty: 11597.543945
	Iteration 21Q: 3 clusters Score -2611128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2611143.000000 Penalty: 11597.543945
	Iteration 22Q: 3 clusters Score -2611143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2611149.250000 Penalty: 11597.543945
	Iteration 23Q: 3 clusters Score -2611149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2611159.750000 Penalty: 11597.543945
	Iteration 24Q: 3 clusters Score -2611160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2611169.750000 Penalty: 11597.543945
	Iteration 25Q: 3 clusters Score -2611170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2611176.250000 Penalty: 11597.543945
	Iteration 26Q: 3 clusters Score -2611176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2611174.250000 Penalty: 11597.543945
	Iteration 27Q: 3 clusters Score -2611174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2611175.000000 Penalty: 11597.543945
	Iteration 28Q: 3 clusters Score -2611175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2611178.250000 Penalty: 11597.543945
	Iteration 29Q: 3 clusters Score -2611178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2611182.250000 Penalty: 11597.543945
	Iteration 30Q: 3 clusters Score -2611182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2611184.750000 Penalty: 11597.543945
	Iteration 31Q: 3 clusters Score -2611185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2611183.250000 Penalty: 11597.543945
	Iteration 32Q: 3 clusters Score -2611183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2611185.000000 Penalty: 11597.543945
	Iteration 33Q: 3 clusters Score -2611185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2611179.250000 Penalty: 11597.543945
	Iteration 34Q: 3 clusters Score -2611179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2611179.250000 Penalty: 11597.543945
	Iteration 35F: 3 clusters Score -2611179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -126314.664062 Penalty: 4027.233887
	Iteration 0F: 2 clusters Score -126314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -122586.429688 Penalty: 8054.467773
	Iteration 0F: 3 clusters Score -122586.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -122859.968750 Penalty: 8054.467773
	Iteration 1F: 3 clusters Score -122860 nChanged 23
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: -122990.218750 Penalty: 8054.467773
	Iteration 2Q: 3 clusters Score -122990.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -123077.671875 Penalty: 8054.467773
	Iteration 3Q: 3 clusters Score -123077.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -123161.335938 Penalty: 8054.467773
	Iteration 4Q: 3 clusters Score -123161.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -123243.109375 Penalty: 8054.467773
	Iteration 5Q: 3 clusters Score -123243.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -123305.992188 Penalty: 8054.467773
	Iteration 6Q: 3 clusters Score -123306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -123465.820312 Penalty: 8054.467773
	Iteration 7Q: 3 clusters Score -123465.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -123601.914062 Penalty: 8054.467773
	Iteration 8Q: 3 clusters Score -123601.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -123658.656250 Penalty: 8054.467773
	Iteration 9Q: 3 clusters Score -123658.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -123761.937500 Penalty: 8054.467773
	Iteration 10Q: 3 clusters Score -123761.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -123878.687500 Penalty: 8054.467773
	Iteration 11Q: 3 clusters Score -123878.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -123918.976562 Penalty: 8054.467773
	Iteration 12Q: 3 clusters Score -123919 nChanged 5
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: -123950.984375 Penalty: 8054.467773
	Iteration 13Q: 3 clusters Score -123951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -123974.242188 Penalty: 8054.467773
	Iteration 14Q: 3 clusters Score -123974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -123982.898438 Penalty: 8054.467773
	Iteration 15Q: 3 clusters Score -123982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123986.953125 Penalty: 8054.467773
	Iteration 16Q: 3 clusters Score -123987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123986.953125 Penalty: 8054.467773
	Iteration 17F: 3 clusters Score -123987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Entering Unmasked Estep 
Score: -4466821.500000 Penalty: 6109.070312
	Iteration 0F: 2 clusters Score -4466822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4449372.500000 Penalty: 12218.140625
	Iteration 0F: 3 clusters Score -4449372 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -4454057.000000 Penalty: 12218.140625
	Iteration 1F: 3 clusters Score -4454057 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4454719.000000 Penalty: 12218.140625
	Iteration 2F: 3 clusters Score -4454719 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -4455156.500000 Penalty: 12218.140625
	Iteration 3Q: 3 clusters Score -4455156 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -4455568.500000 Penalty: 12218.140625
	Iteration 4Q: 3 clusters Score -4455568 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4455884.500000 Penalty: 12218.140625
	Iteration 5Q: 3 clusters Score -4455884 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4456163.500000 Penalty: 12218.140625
	Iteration 6Q: 3 clusters Score -4456164 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4456452.000000 Penalty: 12218.140625
	Iteration 7Q: 3 clusters Score -4456452 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -4456714.500000 Penalty: 12218.140625
	Iteration 8Q: 3 clusters Score -4456714 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4456980.500000 Penalty: 12218.140625
	Iteration 9Q: 3 clusters Score -4456980 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -4457231.500000 Penalty: 12218.140625
	Iteration 10Q: 3 clusters Score -4457232 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4457466.000000 Penalty: 12218.140625
	Iteration 11Q: 3 clusters Score -4457466 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -4457693.500000 Penalty: 12218.140625
	Iteration 12Q: 3 clusters Score -4457694 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4457923.500000 Penalty: 12218.140625
	Iteration 13Q: 3 clusters Score -4457924 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -4458154.000000 Penalty: 12218.140625
	Iteration 14Q: 3 clusters Score -4458154 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4458379.000000 Penalty: 12218.140625
	Iteration 15Q: 3 clusters Score -4458379 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4458616.500000 Penalty: 12218.140625
	Iteration 16Q: 3 clusters Score -4458616 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4458817.000000 Penalty: 12218.140625
	Iteration 17Q: 3 clusters Score -4458817 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -4459056.000000 Penalty: 12218.140625
	Iteration 18Q: 3 clusters Score -4459056 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4459284.500000 Penalty: 12218.140625
	Iteration 19Q: 3 clusters Score -4459284 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4459509.000000 Penalty: 12218.140625
	Iteration 20F: 3 clusters Score -4459509 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4459696.500000 Penalty: 12218.140625
	Iteration 21Q: 3 clusters Score -4459696 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -4459879.500000 Penalty: 12218.140625
	Iteration 22Q: 3 clusters Score -4459880 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4460042.000000 Penalty: 12218.140625
	Iteration 23Q: 3 clusters Score -4460042 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4460178.000000 Penalty: 12218.140625
	Iteration 24Q: 3 clusters Score -4460178 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4460293.500000 Penalty: 12218.140625
	Iteration 25Q: 3 clusters Score -4460294 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4460405.000000 Penalty: 12218.140625
	Iteration 26Q: 3 clusters Score -4460405 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4460534.000000 Penalty: 12218.140625
	Iteration 27Q: 3 clusters Score -4460534 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4460642.500000 Penalty: 12218.140625
	Iteration 28Q: 3 clusters Score -4460642 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -4460719.000000 Penalty: 12218.140625
	Iteration 29Q: 3 clusters Score -4460719 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -4460789.500000 Penalty: 12218.140625
	Iteration 30Q: 3 clusters Score -4460790 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4460848.000000 Penalty: 12218.140625
	Iteration 31Q: 3 clusters Score -4460848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4460907.000000 Penalty: 12218.140625
	Iteration 32Q: 3 clusters Score -4460907 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -4460968.500000 Penalty: 12218.140625
	Iteration 33Q: 3 clusters Score -4460968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4461017.000000 Penalty: 12218.140625
	Iteration 34Q: 3 clusters Score -4461017 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4461073.000000 Penalty: 12218.140625
	Iteration 35Q: 3 clusters Score -4461073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -4461109.500000 Penalty: 12218.140625
	Iteration 36Q: 3 clusters Score -4461110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4461138.000000 Penalty: 12218.140625
	Iteration 37Q: 3 clusters Score -4461138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -4461165.500000 Penalty: 12218.140625
	Iteration 38Q: 3 clusters Score -4461166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4461185.000000 Penalty: 12218.140625
	Iteration 39Q: 3 clusters Score -4461185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4461207.000000 Penalty: 12218.140625
	Iteration 40F: 3 clusters Score -4461207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4461218.500000 Penalty: 12218.140625
	Iteration 41Q: 3 clusters Score -4461218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -4461245.500000 Penalty: 12218.140625
	Iteration 42Q: 3 clusters Score -4461246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4461280.000000 Penalty: 12218.140625
	Iteration 43Q: 3 clusters Score -4461280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4461307.500000 Penalty: 12218.140625
	Iteration 44Q: 3 clusters Score -4461308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4461327.000000 Penalty: 12218.140625
	Iteration 45Q: 3 clusters Score -4461327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4461336.000000 Penalty: 12218.140625
	Iteration 46Q: 3 clusters Score -4461336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -4461349.000000 Penalty: 12218.140625
	Iteration 47Q: 3 clusters Score -4461349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4461361.500000 Penalty: 12218.140625
	Iteration 48Q: 3 clusters Score -4461362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4461367.000000 Penalty: 12218.140625
	Iteration 49Q: 3 clusters Score -4461367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -4461382.500000 Penalty: 12218.140625
	Iteration 50Q: 3 clusters Score -4461382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -4461392.500000 Penalty: 12218.140625
	Iteration 51Q: 3 clusters Score -4461392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4461412.000000 Penalty: 12218.140625
	Iteration 52Q: 3 clusters Score -4461412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -4461417.000000 Penalty: 12218.140625
	Iteration 53Q: 3 clusters Score -4461417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4461416.500000 Penalty: 12218.140625
	Iteration 54Q: 3 clusters Score -4461416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4461426.500000 Penalty: 12218.140625
	Iteration 55Q: 3 clusters Score -4461426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4461426.000000 Penalty: 12218.140625
	Iteration 56Q: 3 clusters Score -4461426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -4461430.000000 Penalty: 12218.140625
	Iteration 57Q: 3 clusters Score -4461430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4461435.000000 Penalty: 12218.140625
	Iteration 58Q: 3 clusters Score -4461435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -4461436.000000 Penalty: 12218.140625
	Iteration 59Q: 3 clusters Score -4461436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -4461453.500000 Penalty: 12218.140625
	Iteration 60F: 3 clusters Score -4461454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4461452.000000 Penalty: 12218.140625
	Iteration 61Q: 3 clusters Score -4461452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -4461454.500000 Penalty: 12218.140625
	Iteration 62Q: 3 clusters Score -4461454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -4461454.500000 Penalty: 12218.140625
	Iteration 63F: 3 clusters Score -4461454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Entering Unmasked Estep 
Score: -3380815.250000 Penalty: 5942.577148
	Iteration 0F: 2 clusters Score -3380815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3366651.750000 Penalty: 11885.154297
	Iteration 0F: 3 clusters Score -3366652 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3370085.000000 Penalty: 11885.154297
	Iteration 1F: 3 clusters Score -3370085 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3370732.000000 Penalty: 11885.154297
	Iteration 2F: 3 clusters Score -3370732 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3371244.250000 Penalty: 11885.154297
	Iteration 3F: 3 clusters Score -3371244 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3371669.500000 Penalty: 11885.154297
	Iteration 4Q: 3 clusters Score -3371670 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3372003.500000 Penalty: 11885.154297
	Iteration 5Q: 3 clusters Score -3372004 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3372368.500000 Penalty: 11885.154297
	Iteration 6Q: 3 clusters Score -3372368 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3372794.750000 Penalty: 11885.154297
	Iteration 7Q: 3 clusters Score -3372795 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3373258.500000 Penalty: 11885.154297
	Iteration 8Q: 3 clusters Score -3373258 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3373786.750000 Penalty: 11885.154297
	Iteration 9Q: 3 clusters Score -3373787 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3374382.750000 Penalty: 11885.154297
	Iteration 10Q: 3 clusters Score -3374383 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -3374987.750000 Penalty: 11885.154297
	Iteration 11Q: 3 clusters Score -3374988 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3375590.500000 Penalty: 11885.154297
	Iteration 12Q: 3 clusters Score -3375590 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3376082.250000 Penalty: 11885.154297
	Iteration 13Q: 3 clusters Score -3376082 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3376463.000000 Penalty: 11885.154297
	Iteration 14Q: 3 clusters Score -3376463 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3376750.500000 Penalty: 11885.154297
	Iteration 15Q: 3 clusters Score -3376750 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3376958.250000 Penalty: 11885.154297
	Iteration 16Q: 3 clusters Score -3376958 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3377132.750000 Penalty: 11885.154297
	Iteration 17Q: 3 clusters Score -3377133 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3377261.500000 Penalty: 11885.154297
	Iteration 18Q: 3 clusters Score -3377262 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3377352.000000 Penalty: 11885.154297
	Iteration 19Q: 3 clusters Score -3377352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3377428.250000 Penalty: 11885.154297
	Iteration 20F: 3 clusters Score -3377428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3377493.500000 Penalty: 11885.154297
	Iteration 21Q: 3 clusters Score -3377494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3377541.500000 Penalty: 11885.154297
	Iteration 22Q: 3 clusters Score -3377542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3377596.750000 Penalty: 11885.154297
	Iteration 23Q: 3 clusters Score -3377597 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3377708.000000 Penalty: 11885.154297
	Iteration 24Q: 3 clusters Score -3377708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3377877.000000 Penalty: 11885.154297
	Iteration 25Q: 3 clusters Score -3377877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3377923.750000 Penalty: 11885.154297
	Iteration 26Q: 3 clusters Score -3377924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3377940.000000 Penalty: 11885.154297
	Iteration 27Q: 3 clusters Score -3377940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3377954.250000 Penalty: 11885.154297
	Iteration 28Q: 3 clusters Score -3377954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3377967.000000 Penalty: 11885.154297
	Iteration 29Q: 3 clusters Score -3377967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3377969.000000 Penalty: 11885.154297
	Iteration 30Q: 3 clusters Score -3377969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3377969.750000 Penalty: 11885.154297
	Iteration 31Q: 3 clusters Score -3377970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3377977.500000 Penalty: 11885.154297
	Iteration 32Q: 3 clusters Score -3377978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3377976.750000 Penalty: 11885.154297
	Iteration 33Q: 3 clusters Score -3377977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3377971.250000 Penalty: 11885.154297
	Iteration 34Q: 3 clusters Score -3377971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3377972.750000 Penalty: 11885.154297
	Iteration 35Q: 3 clusters Score -3377973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3377974.000000 Penalty: 11885.154297
	Iteration 36Q: 3 clusters Score -3377974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3377974.000000 Penalty: 11885.154297
	Iteration 37F: 3 clusters Score -3377974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Entering Unmasked Estep 
Score: -4879173.500000 Penalty: 6167.211914
	Iteration 0F: 2 clusters Score -4879174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -4860314.000000 Penalty: 12334.423828
	Iteration 0F: 3 clusters Score -4860314 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -4865418.500000 Penalty: 12334.423828
	Iteration 1F: 3 clusters Score -4865418 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -4866058.500000 Penalty: 12334.423828
	Iteration 2F: 3 clusters Score -4866058 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -4866478.000000 Penalty: 12334.423828
	Iteration 3Q: 3 clusters Score -4866478 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4866804.500000 Penalty: 12334.423828
	Iteration 4Q: 3 clusters Score -4866804 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -4867047.000000 Penalty: 12334.423828
	Iteration 5Q: 3 clusters Score -4867047 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -4867251.000000 Penalty: 12334.423828
	Iteration 6Q: 3 clusters Score -4867251 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4867484.500000 Penalty: 12334.423828
	Iteration 7Q: 3 clusters Score -4867484 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4867690.000000 Penalty: 12334.423828
	Iteration 8Q: 3 clusters Score -4867690 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -4867878.500000 Penalty: 12334.423828
	Iteration 9Q: 3 clusters Score -4867878 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -4868138.500000 Penalty: 12334.423828
	Iteration 10Q: 3 clusters Score -4868138 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -4868397.000000 Penalty: 12334.423828
	Iteration 11Q: 3 clusters Score -4868397 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -4868735.500000 Penalty: 12334.423828
	Iteration 12Q: 3 clusters Score -4868736 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -4869076.000000 Penalty: 12334.423828
	Iteration 13Q: 3 clusters Score -4869076 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -4869535.000000 Penalty: 12334.423828
	Iteration 14Q: 3 clusters Score -4869535 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4870038.500000 Penalty: 12334.423828
	Iteration 15Q: 3 clusters Score -4870038 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -4870550.000000 Penalty: 12334.423828
	Iteration 16Q: 3 clusters Score -4870550 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -4871071.500000 Penalty: 12334.423828
	Iteration 17Q: 3 clusters Score -4871072 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4871563.000000 Penalty: 12334.423828
	Iteration 18Q: 3 clusters Score -4871563 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4872020.500000 Penalty: 12334.423828
	Iteration 19Q: 3 clusters Score -4872020 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4872385.500000 Penalty: 12334.423828
	Iteration 20F: 3 clusters Score -4872386 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4872656.500000 Penalty: 12334.423828
	Iteration 21Q: 3 clusters Score -4872656 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4872863.000000 Penalty: 12334.423828
	Iteration 22Q: 3 clusters Score -4872863 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4873035.000000 Penalty: 12334.423828
	Iteration 23Q: 3 clusters Score -4873035 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4873173.000000 Penalty: 12334.423828
	Iteration 24Q: 3 clusters Score -4873173 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4873281.500000 Penalty: 12334.423828
	Iteration 25Q: 3 clusters Score -4873282 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4873379.500000 Penalty: 12334.423828
	Iteration 26Q: 3 clusters Score -4873380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4873438.500000 Penalty: 12334.423828
	Iteration 27Q: 3 clusters Score -4873438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4873484.500000 Penalty: 12334.423828
	Iteration 28Q: 3 clusters Score -4873484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4873524.500000 Penalty: 12334.423828
	Iteration 29Q: 3 clusters Score -4873524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4873554.000000 Penalty: 12334.423828
	Iteration 30Q: 3 clusters Score -4873554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4873582.500000 Penalty: 12334.423828
	Iteration 31Q: 3 clusters Score -4873582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4873605.000000 Penalty: 12334.423828
	Iteration 32Q: 3 clusters Score -4873605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4873623.000000 Penalty: 12334.423828
	Iteration 33Q: 3 clusters Score -4873623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4873642.000000 Penalty: 12334.423828
	Iteration 34Q: 3 clusters Score -4873642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4873659.000000 Penalty: 12334.423828
	Iteration 35Q: 3 clusters Score -4873659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4873666.000000 Penalty: 12334.423828
	Iteration 36Q: 3 clusters Score -4873666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4873671.500000 Penalty: 12334.423828
	Iteration 37Q: 3 clusters Score -4873672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4873684.500000 Penalty: 12334.423828
	Iteration 38Q: 3 clusters Score -4873684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4873687.000000 Penalty: 12334.423828
	Iteration 39Q: 3 clusters Score -4873687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4873692.500000 Penalty: 12334.423828
	Iteration 40F: 3 clusters Score -4873692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4873707.500000 Penalty: 12334.423828
	Iteration 41Q: 3 clusters Score -4873708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4873708.000000 Penalty: 12334.423828
	Iteration 42Q: 3 clusters Score -4873708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4873717.500000 Penalty: 12334.423828
	Iteration 43Q: 3 clusters Score -4873718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4873724.000000 Penalty: 12334.423828
	Iteration 44Q: 3 clusters Score -4873724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4873737.000000 Penalty: 12334.423828
	Iteration 45Q: 3 clusters Score -4873737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4873745.000000 Penalty: 12334.423828
	Iteration 46Q: 3 clusters Score -4873745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4873747.500000 Penalty: 12334.423828
	Iteration 47Q: 3 clusters Score -4873748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4873748.000000 Penalty: 12334.423828
	Iteration 48Q: 3 clusters Score -4873748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4873742.500000 Penalty: 12334.423828
	Iteration 49Q: 3 clusters Score -4873742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4873752.500000 Penalty: 12334.423828
	Iteration 50Q: 3 clusters Score -4873752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4873755.000000 Penalty: 12334.423828
	Iteration 51Q: 3 clusters Score -4873755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4873755.000000 Penalty: 12334.423828
	Iteration 52F: 3 clusters Score -4873755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -88024.421875 Penalty: 3795.322021
	Iteration 0F: 2 clusters Score -88024.42 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 252 members 
Entering Unmasked Estep 
Score: -84846.875000 Penalty: 7590.644043
	Iteration 0F: 3 clusters Score -84846.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85119.929688 Penalty: 7590.644043
	Iteration 1F: 3 clusters Score -85119.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85240.859375 Penalty: 7590.644043
	Iteration 2Q: 3 clusters Score -85240.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85268.664062 Penalty: 7590.644043
	Iteration 3Q: 3 clusters Score -85268.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85340.960938 Penalty: 7590.644043
	Iteration 4Q: 3 clusters Score -85340.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85364.609375 Penalty: 7590.644043
	Iteration 5Q: 3 clusters Score -85364.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85382.984375 Penalty: 7590.644043
	Iteration 6Q: 3 clusters Score -85382.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85392.914062 Penalty: 7590.644043
	Iteration 7Q: 3 clusters Score -85392.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85420.789062 Penalty: 7590.644043
	Iteration 8Q: 3 clusters Score -85420.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85437.773438 Penalty: 7590.644043
	Iteration 9Q: 3 clusters Score -85437.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85452.828125 Penalty: 7590.644043
	Iteration 10Q: 3 clusters Score -85452.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85482.593750 Penalty: 7590.644043
	Iteration 11Q: 3 clusters Score -85482.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85504.210938 Penalty: 7590.644043
	Iteration 12Q: 3 clusters Score -85504.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85515.335938 Penalty: 7590.644043
	Iteration 13Q: 3 clusters Score -85515.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85535.578125 Penalty: 7590.644043
	Iteration 14Q: 3 clusters Score -85535.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85535.578125 Penalty: 7590.644043
	Iteration 15F: 3 clusters Score -85535.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Entering Unmasked Estep 
Score: -5361940.500000 Penalty: 6230.529297
	Iteration 0F: 2 clusters Score -5361940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -5341466.500000 Penalty: 12461.058594
	Iteration 0F: 3 clusters Score -5341466 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -5347669.000000 Penalty: 12461.058594
	Iteration 1F: 3 clusters Score -5347669 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -5349298.500000 Penalty: 12461.058594
	Iteration 2F: 3 clusters Score -5349298 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -5350683.000000 Penalty: 12461.058594
	Iteration 3F: 3 clusters Score -5350683 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -5352070.500000 Penalty: 12461.058594
	Iteration 4F: 3 clusters Score -5352070 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -5353459.500000 Penalty: 12461.058594
	Iteration 5F: 3 clusters Score -5353460 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -5354875.000000 Penalty: 12461.058594
	Iteration 6F: 3 clusters Score -5354875 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -5356212.500000 Penalty: 12461.058594
	Iteration 7F: 3 clusters Score -5356212 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -5357306.000000 Penalty: 12461.058594
	Iteration 8F: 3 clusters Score -5357306 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -5358095.500000 Penalty: 12461.058594
	Iteration 9Q: 3 clusters Score -5358096 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -5358661.500000 Penalty: 12461.058594
	Iteration 10Q: 3 clusters Score -5358662 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -5359035.000000 Penalty: 12461.058594
	Iteration 11Q: 3 clusters Score -5359035 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -5359214.000000 Penalty: 12461.058594
	Iteration 12Q: 3 clusters Score -5359214 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -5359336.000000 Penalty: 12461.058594
	Iteration 13Q: 3 clusters Score -5359336 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5359438.500000 Penalty: 12461.058594
	Iteration 14Q: 3 clusters Score -5359438 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -5359516.000000 Penalty: 12461.058594
	Iteration 15Q: 3 clusters Score -5359516 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -5359567.500000 Penalty: 12461.058594
	Iteration 16Q: 3 clusters Score -5359568 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -5359630.500000 Penalty: 12461.058594
	Iteration 17Q: 3 clusters Score -5359630 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -5359672.500000 Penalty: 12461.058594
	Iteration 18Q: 3 clusters Score -5359672 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -5359698.000000 Penalty: 12461.058594
	Iteration 19Q: 3 clusters Score -5359698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -5359723.500000 Penalty: 12461.058594
	Iteration 20F: 3 clusters Score -5359724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -5359740.000000 Penalty: 12461.058594
	Iteration 21Q: 3 clusters Score -5359740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5359766.000000 Penalty: 12461.058594
	Iteration 22Q: 3 clusters Score -5359766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -5359806.000000 Penalty: 12461.058594
	Iteration 23Q: 3 clusters Score -5359806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -5359827.500000 Penalty: 12461.058594
	Iteration 24Q: 3 clusters Score -5359828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -5359841.500000 Penalty: 12461.058594
	Iteration 25Q: 3 clusters Score -5359842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5359856.500000 Penalty: 12461.058594
	Iteration 26Q: 3 clusters Score -5359856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -5359853.500000 Penalty: 12461.058594
	Iteration 27Q: 3 clusters Score -5359854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5359872.000000 Penalty: 12461.058594
	Iteration 28Q: 3 clusters Score -5359872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -5359883.500000 Penalty: 12461.058594
	Iteration 29Q: 3 clusters Score -5359884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5359891.500000 Penalty: 12461.058594
	Iteration 30Q: 3 clusters Score -5359892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5359908.000000 Penalty: 12461.058594
	Iteration 31Q: 3 clusters Score -5359908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -5359906.500000 Penalty: 12461.058594
	Iteration 32Q: 3 clusters Score -5359906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5359913.000000 Penalty: 12461.058594
	Iteration 33Q: 3 clusters Score -5359913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5359918.500000 Penalty: 12461.058594
	Iteration 34Q: 3 clusters Score -5359918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5359931.500000 Penalty: 12461.058594
	Iteration 35Q: 3 clusters Score -5359932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -5359946.000000 Penalty: 12461.058594
	Iteration 36Q: 3 clusters Score -5359946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5359945.000000 Penalty: 12461.058594
	Iteration 37Q: 3 clusters Score -5359945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -5359951.000000 Penalty: 12461.058594
	Iteration 38Q: 3 clusters Score -5359951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -5359956.500000 Penalty: 12461.058594
	Iteration 39Q: 3 clusters Score -5359956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -5359956.000000 Penalty: 12461.058594
	Iteration 40F: 3 clusters Score -5359956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5359974.500000 Penalty: 12461.058594
	Iteration 41Q: 3 clusters Score -5359974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -5359971.000000 Penalty: 12461.058594
	Iteration 42Q: 3 clusters Score -5359971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -5359980.500000 Penalty: 12461.058594
	Iteration 43Q: 3 clusters Score -5359980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -5359976.000000 Penalty: 12461.058594
	Iteration 44Q: 3 clusters Score -5359976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5359976.000000 Penalty: 12461.058594
	Iteration 45Q: 3 clusters Score -5359976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5359972.000000 Penalty: 12461.058594
	Iteration 46Q: 3 clusters Score -5359972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5359983.500000 Penalty: 12461.058594
	Iteration 47Q: 3 clusters Score -5359984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5359979.500000 Penalty: 12461.058594
	Iteration 48Q: 3 clusters Score -5359980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -5359984.000000 Penalty: 12461.058594
	Iteration 49Q: 3 clusters Score -5359984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -5359991.500000 Penalty: 12461.058594
	Iteration 50Q: 3 clusters Score -5359992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -5359991.000000 Penalty: 12461.058594
	Iteration 51Q: 3 clusters Score -5359991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5359988.000000 Penalty: 12461.058594
	Iteration 52Q: 3 clusters Score -5359988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -5359993.500000 Penalty: 12461.058594
	Iteration 53Q: 3 clusters Score -5359994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5360003.500000 Penalty: 12461.058594
	Iteration 54Q: 3 clusters Score -5360004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5360005.500000 Penalty: 12461.058594
	Iteration 55Q: 3 clusters Score -5360006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5360010.000000 Penalty: 12461.058594
	Iteration 56Q: 3 clusters Score -5360010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5360019.000000 Penalty: 12461.058594
	Iteration 57Q: 3 clusters Score -5360019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5360020.500000 Penalty: 12461.058594
	Iteration 58Q: 3 clusters Score -5360020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5360014.500000 Penalty: 12461.058594
	Iteration 59Q: 3 clusters Score -5360014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -5360013.000000 Penalty: 12461.058594
	Iteration 60F: 3 clusters Score -5360013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -5360025.500000 Penalty: 12461.058594
	Iteration 61Q: 3 clusters Score -5360026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -5360028.000000 Penalty: 12461.058594
	Iteration 62Q: 3 clusters Score -5360028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -5360034.000000 Penalty: 12461.058594
	Iteration 63Q: 3 clusters Score -5360034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -5360033.000000 Penalty: 12461.058594
	Iteration 64Q: 3 clusters Score -5360033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5360032.000000 Penalty: 12461.058594
	Iteration 65Q: 3 clusters Score -5360032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -5360038.000000 Penalty: 12461.058594
	Iteration 66Q: 3 clusters Score -5360038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -5360033.000000 Penalty: 12461.058594
	Iteration 67Q: 3 clusters Score -5360033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5360035.000000 Penalty: 12461.058594
	Iteration 68Q: 3 clusters Score -5360035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5360035.000000 Penalty: 12461.058594
	Iteration 69F: 3 clusters Score -5360035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -94647.742188 Penalty: 3855.850586
	Iteration 0F: 2 clusters Score -94647.74 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 279 members 
Entering Unmasked Estep 
Score: -91297.734375 Penalty: 7711.701172
	Iteration 0F: 3 clusters Score -91297.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91639.007812 Penalty: 7711.701172
	Iteration 1F: 3 clusters Score -91639.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92067.070312 Penalty: 7711.701172
	Iteration 2F: 3 clusters Score -92067.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92444.835938 Penalty: 7711.701172
	Iteration 3Q: 3 clusters Score -92444.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92624.476562 Penalty: 7711.701172
	Iteration 4Q: 3 clusters Score -92624.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92744.007812 Penalty: 7711.701172
	Iteration 5Q: 3 clusters Score -92744.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92818.679688 Penalty: 7711.701172
	Iteration 6Q: 3 clusters Score -92818.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92888.640625 Penalty: 7711.701172
	Iteration 7Q: 3 clusters Score -92888.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92945.281250 Penalty: 7711.701172
	Iteration 8Q: 3 clusters Score -92945.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92969.273438 Penalty: 7711.701172
	Iteration 9Q: 3 clusters Score -92969.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92974.015625 Penalty: 7711.701172
	Iteration 10Q: 3 clusters Score -92974.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92974.015625 Penalty: 7711.701172
	Iteration 11F: 3 clusters Score -92974.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Entering Unmasked Estep 
Score: -2241680.250000 Penalty: 5694.959961
	Iteration 0F: 2 clusters Score -2241680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2230893.750000 Penalty: 11389.919922
	Iteration 0F: 3 clusters Score -2230894 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2233194.500000 Penalty: 11389.919922
	Iteration 1F: 3 clusters Score -2233194 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2233648.500000 Penalty: 11389.919922
	Iteration 2F: 3 clusters Score -2233648 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2233952.750000 Penalty: 11389.919922
	Iteration 3F: 3 clusters Score -2233953 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2234151.500000 Penalty: 11389.919922
	Iteration 4Q: 3 clusters Score -2234152 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2234321.500000 Penalty: 11389.919922
	Iteration 5Q: 3 clusters Score -2234322 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2234480.750000 Penalty: 11389.919922
	Iteration 6Q: 3 clusters Score -2234481 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2234623.250000 Penalty: 11389.919922
	Iteration 7Q: 3 clusters Score -2234623 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2234757.750000 Penalty: 11389.919922
	Iteration 8Q: 3 clusters Score -2234758 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2234877.000000 Penalty: 11389.919922
	Iteration 9Q: 3 clusters Score -2234877 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2234972.000000 Penalty: 11389.919922
	Iteration 10Q: 3 clusters Score -2234972 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2235081.250000 Penalty: 11389.919922
	Iteration 11Q: 3 clusters Score -2235081 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2235166.750000 Penalty: 11389.919922
	Iteration 12Q: 3 clusters Score -2235167 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2235243.750000 Penalty: 11389.919922
	Iteration 13Q: 3 clusters Score -2235244 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2235330.250000 Penalty: 11389.919922
	Iteration 14Q: 3 clusters Score -2235330 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2235419.250000 Penalty: 11389.919922
	Iteration 15Q: 3 clusters Score -2235419 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2235494.750000 Penalty: 11389.919922
	Iteration 16Q: 3 clusters Score -2235495 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2235587.000000 Penalty: 11389.919922
	Iteration 17Q: 3 clusters Score -2235587 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2235673.000000 Penalty: 11389.919922
	Iteration 18Q: 3 clusters Score -2235673 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2235768.000000 Penalty: 11389.919922
	Iteration 19Q: 3 clusters Score -2235768 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2235847.750000 Penalty: 11389.919922
	Iteration 20F: 3 clusters Score -2235848 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2235915.250000 Penalty: 11389.919922
	Iteration 21Q: 3 clusters Score -2235915 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2235977.500000 Penalty: 11389.919922
	Iteration 22Q: 3 clusters Score -2235978 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2236025.750000 Penalty: 11389.919922
	Iteration 23Q: 3 clusters Score -2236026 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2236060.250000 Penalty: 11389.919922
	Iteration 24Q: 3 clusters Score -2236060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2236094.000000 Penalty: 11389.919922
	Iteration 25Q: 3 clusters Score -2236094 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2236125.750000 Penalty: 11389.919922
	Iteration 26Q: 3 clusters Score -2236126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2236158.500000 Penalty: 11389.919922
	Iteration 27Q: 3 clusters Score -2236158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2236188.000000 Penalty: 11389.919922
	Iteration 28Q: 3 clusters Score -2236188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2236221.500000 Penalty: 11389.919922
	Iteration 29Q: 3 clusters Score -2236222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2236244.750000 Penalty: 11389.919922
	Iteration 30Q: 3 clusters Score -2236245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2236262.500000 Penalty: 11389.919922
	Iteration 31Q: 3 clusters Score -2236262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2236288.500000 Penalty: 11389.919922
	Iteration 32Q: 3 clusters Score -2236288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2236315.250000 Penalty: 11389.919922
	Iteration 33Q: 3 clusters Score -2236315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2236327.500000 Penalty: 11389.919922
	Iteration 34Q: 3 clusters Score -2236328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2236344.000000 Penalty: 11389.919922
	Iteration 35Q: 3 clusters Score -2236344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2236360.000000 Penalty: 11389.919922
	Iteration 36Q: 3 clusters Score -2236360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2236373.500000 Penalty: 11389.919922
	Iteration 37Q: 3 clusters Score -2236374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2236383.500000 Penalty: 11389.919922
	Iteration 38Q: 3 clusters Score -2236384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2236395.750000 Penalty: 11389.919922
	Iteration 39Q: 3 clusters Score -2236396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2236396.750000 Penalty: 11389.919922
	Iteration 40F: 3 clusters Score -2236397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2236412.000000 Penalty: 11389.919922
	Iteration 41Q: 3 clusters Score -2236412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2236423.000000 Penalty: 11389.919922
	Iteration 42Q: 3 clusters Score -2236423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2236429.250000 Penalty: 11389.919922
	Iteration 43Q: 3 clusters Score -2236429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2236430.000000 Penalty: 11389.919922
	Iteration 44Q: 3 clusters Score -2236430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2236436.500000 Penalty: 11389.919922
	Iteration 45Q: 3 clusters Score -2236436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2236453.250000 Penalty: 11389.919922
	Iteration 46Q: 3 clusters Score -2236453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2236455.500000 Penalty: 11389.919922
	Iteration 47Q: 3 clusters Score -2236456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2236462.000000 Penalty: 11389.919922
	Iteration 48Q: 3 clusters Score -2236462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2236470.750000 Penalty: 11389.919922
	Iteration 49Q: 3 clusters Score -2236471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2236474.500000 Penalty: 11389.919922
	Iteration 50Q: 3 clusters Score -2236474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2236482.750000 Penalty: 11389.919922
	Iteration 51Q: 3 clusters Score -2236483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2236487.750000 Penalty: 11389.919922
	Iteration 52Q: 3 clusters Score -2236488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2236494.250000 Penalty: 11389.919922
	Iteration 53Q: 3 clusters Score -2236494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2236497.000000 Penalty: 11389.919922
	Iteration 54Q: 3 clusters Score -2236497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2236511.000000 Penalty: 11389.919922
	Iteration 55Q: 3 clusters Score -2236511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2236516.000000 Penalty: 11389.919922
	Iteration 56Q: 3 clusters Score -2236516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2236523.000000 Penalty: 11389.919922
	Iteration 57Q: 3 clusters Score -2236523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2236528.250000 Penalty: 11389.919922
	Iteration 58Q: 3 clusters Score -2236528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2236532.750000 Penalty: 11389.919922
	Iteration 59Q: 3 clusters Score -2236533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2236544.750000 Penalty: 11389.919922
	Iteration 60F: 3 clusters Score -2236545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2236543.000000 Penalty: 11389.919922
	Iteration 61Q: 3 clusters Score -2236543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2236549.500000 Penalty: 11389.919922
	Iteration 62Q: 3 clusters Score -2236550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2236547.250000 Penalty: 11389.919922
	Iteration 63Q: 3 clusters Score -2236547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2236552.250000 Penalty: 11389.919922
	Iteration 64Q: 3 clusters Score -2236552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2236550.750000 Penalty: 11389.919922
	Iteration 65Q: 3 clusters Score -2236551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2236551.250000 Penalty: 11389.919922
	Iteration 66Q: 3 clusters Score -2236551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2236555.000000 Penalty: 11389.919922
	Iteration 67Q: 3 clusters Score -2236555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2236561.500000 Penalty: 11389.919922
	Iteration 68Q: 3 clusters Score -2236562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2236561.250000 Penalty: 11389.919922
	Iteration 69Q: 3 clusters Score -2236561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2236559.000000 Penalty: 11389.919922
	Iteration 70Q: 3 clusters Score -2236559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2236561.500000 Penalty: 11389.919922
	Iteration 71Q: 3 clusters Score -2236562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2236560.750000 Penalty: 11389.919922
	Iteration 72Q: 3 clusters Score -2236561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2236567.250000 Penalty: 11389.919922
	Iteration 73Q: 3 clusters Score -2236567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2236573.000000 Penalty: 11389.919922
	Iteration 74Q: 3 clusters Score -2236573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2236581.750000 Penalty: 11389.919922
	Iteration 75Q: 3 clusters Score -2236582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2236583.000000 Penalty: 11389.919922
	Iteration 76Q: 3 clusters Score -2236583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2236583.500000 Penalty: 11389.919922
	Iteration 77Q: 3 clusters Score -2236584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2236587.500000 Penalty: 11389.919922
	Iteration 78Q: 3 clusters Score -2236588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2236589.000000 Penalty: 11389.919922
	Iteration 79Q: 3 clusters Score -2236589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2236589.250000 Penalty: 11389.919922
	Iteration 80F: 3 clusters Score -2236589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2236589.750000 Penalty: 11389.919922
	Iteration 81Q: 3 clusters Score -2236590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2236591.250000 Penalty: 11389.919922
	Iteration 82Q: 3 clusters Score -2236591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2236598.750000 Penalty: 11389.919922
	Iteration 83Q: 3 clusters Score -2236599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2236594.000000 Penalty: 11389.919922
	Iteration 84Q: 3 clusters Score -2236594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2236595.750000 Penalty: 11389.919922
	Iteration 85Q: 3 clusters Score -2236596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2236593.750000 Penalty: 11389.919922
	Iteration 86Q: 3 clusters Score -2236594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2236600.250000 Penalty: 11389.919922
	Iteration 87Q: 3 clusters Score -2236600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2236599.250000 Penalty: 11389.919922
	Iteration 88Q: 3 clusters Score -2236599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2236601.250000 Penalty: 11389.919922
	Iteration 89Q: 3 clusters Score -2236601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2236600.000000 Penalty: 11389.919922
	Iteration 90Q: 3 clusters Score -2236600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2236604.250000 Penalty: 11389.919922
	Iteration 91Q: 3 clusters Score -2236604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2236603.500000 Penalty: 11389.919922
	Iteration 92Q: 3 clusters Score -2236604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2236608.500000 Penalty: 11389.919922
	Iteration 93Q: 3 clusters Score -2236608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2236606.500000 Penalty: 11389.919922
	Iteration 94Q: 3 clusters Score -2236606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2236608.000000 Penalty: 11389.919922
	Iteration 95Q: 3 clusters Score -2236608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2236607.250000 Penalty: 11389.919922
	Iteration 96Q: 3 clusters Score -2236607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2236607.500000 Penalty: 11389.919922
	Iteration 97Q: 3 clusters Score -2236608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2236610.750000 Penalty: 11389.919922
	Iteration 98Q: 3 clusters Score -2236611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2236613.000000 Penalty: 11389.919922
	Iteration 99Q: 3 clusters Score -2236613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2236611.750000 Penalty: 11389.919922
	Iteration 100F: 3 clusters Score -2236612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2236611.750000 Penalty: 11389.919922
	Iteration 101Q: 3 clusters Score -2236612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2236607.250000 Penalty: 11389.919922
	Iteration 102Q: 3 clusters Score -2236607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2236608.000000 Penalty: 11389.919922
	Iteration 103Q: 3 clusters Score -2236608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2236608.750000 Penalty: 11389.919922
	Iteration 104Q: 3 clusters Score -2236609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2236610.250000 Penalty: 11389.919922
	Iteration 105Q: 3 clusters Score -2236610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2236616.250000 Penalty: 11389.919922
	Iteration 106Q: 3 clusters Score -2236616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2236612.750000 Penalty: 11389.919922
	Iteration 107Q: 3 clusters Score -2236613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2236614.250000 Penalty: 11389.919922
	Iteration 108Q: 3 clusters Score -2236614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2236614.250000 Penalty: 11389.919922
	Iteration 109F: 3 clusters Score -2236614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -375328.843750 Penalty: 4610.773926
	Iteration 0F: 2 clusters Score -375328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -370414.937500 Penalty: 9221.547852
	Iteration 0F: 3 clusters Score -370414.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -370920.812500 Penalty: 9221.547852
	Iteration 1F: 3 clusters Score -370920.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -371084.906250 Penalty: 9221.547852
	Iteration 2Q: 3 clusters Score -371084.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -371171.968750 Penalty: 9221.547852
	Iteration 3Q: 3 clusters Score -371172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -371213.687500 Penalty: 9221.547852
	Iteration 4Q: 3 clusters Score -371213.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -371239.531250 Penalty: 9221.547852
	Iteration 5Q: 3 clusters Score -371239.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -371251.437500 Penalty: 9221.547852
	Iteration 6Q: 3 clusters Score -371251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -371259.968750 Penalty: 9221.547852
	Iteration 7Q: 3 clusters Score -371260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -371271.812500 Penalty: 9221.547852
	Iteration 8Q: 3 clusters Score -371271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -371277.593750 Penalty: 9221.547852
	Iteration 9Q: 3 clusters Score -371277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -371279.781250 Penalty: 9221.547852
	Iteration 10Q: 3 clusters Score -371279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -371281.593750 Penalty: 9221.547852
	Iteration 11Q: 3 clusters Score -371281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -371285.062500 Penalty: 9221.547852
	Iteration 12Q: 3 clusters Score -371285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -371286.562500 Penalty: 9221.547852
	Iteration 13Q: 3 clusters Score -371286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -371288.718750 Penalty: 9221.547852
	Iteration 14Q: 3 clusters Score -371288.7 nChanged 1
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: -371290.312500 Penalty: 9221.547852
	Iteration 15Q: 3 clusters Score -371290.3 nChanged 0
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: -371290.312500 Penalty: 9221.547852
	Iteration 16F: 3 clusters Score -371290.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -173755.906250 Penalty: 4225.462891
	Iteration 0F: 2 clusters Score -173755.9 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 511 members 
Entering Unmasked Estep 
Score: -169765.468750 Penalty: 8450.925781
	Iteration 0F: 3 clusters Score -169765.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -170216.625000 Penalty: 8450.925781
	Iteration 1F: 3 clusters Score -170216.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -170426.109375 Penalty: 8450.925781
	Iteration 2F: 3 clusters Score -170426.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -170632.312500 Penalty: 8450.925781
	Iteration 3Q: 3 clusters Score -170632.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -170848.250000 Penalty: 8450.925781
	Iteration 4Q: 3 clusters Score -170848.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -171015.500000 Penalty: 8450.925781
	Iteration 5Q: 3 clusters Score -171015.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -171111.125000 Penalty: 8450.925781
	Iteration 6Q: 3 clusters Score -171111.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -171194.687500 Penalty: 8450.925781
	Iteration 7Q: 3 clusters Score -171194.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -171244.890625 Penalty: 8450.925781
	Iteration 8Q: 3 clusters Score -171244.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -171288.562500 Penalty: 8450.925781
	Iteration 9Q: 3 clusters Score -171288.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -171339.359375 Penalty: 8450.925781
	Iteration 10Q: 3 clusters Score -171339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -171379.906250 Penalty: 8450.925781
	Iteration 11Q: 3 clusters Score -171379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -171436.453125 Penalty: 8450.925781
	Iteration 12Q: 3 clusters Score -171436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -171478.937500 Penalty: 8450.925781
	Iteration 13Q: 3 clusters Score -171478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -171508.656250 Penalty: 8450.925781
	Iteration 14Q: 3 clusters Score -171508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -171524.859375 Penalty: 8450.925781
	Iteration 15Q: 3 clusters Score -171524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -171533.906250 Penalty: 8450.925781
	Iteration 16Q: 3 clusters Score -171533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -171553.171875 Penalty: 8450.925781
	Iteration 17Q: 3 clusters Score -171553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -171568.343750 Penalty: 8450.925781
	Iteration 18Q: 3 clusters Score -171568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -171574.140625 Penalty: 8450.925781
	Iteration 19Q: 3 clusters Score -171574.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -171588.406250 Penalty: 8450.925781
	Iteration 20F: 3 clusters Score -171588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -171606.468750 Penalty: 8450.925781
	Iteration 21Q: 3 clusters Score -171606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -171620.031250 Penalty: 8450.925781
	Iteration 22Q: 3 clusters Score -171620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -171635.093750 Penalty: 8450.925781
	Iteration 23Q: 3 clusters Score -171635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -171647.937500 Penalty: 8450.925781
	Iteration 24Q: 3 clusters Score -171647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -171662.953125 Penalty: 8450.925781
	Iteration 25Q: 3 clusters Score -171663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -171678.921875 Penalty: 8450.925781
	Iteration 26Q: 3 clusters Score -171678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -171698.015625 Penalty: 8450.925781
	Iteration 27Q: 3 clusters Score -171698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -171708.203125 Penalty: 8450.925781
	Iteration 28Q: 3 clusters Score -171708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -171709.671875 Penalty: 8450.925781
	Iteration 29Q: 3 clusters Score -171709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -171709.671875 Penalty: 8450.925781
	Iteration 30F: 3 clusters Score -171709.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Entering Unmasked Estep 
Score: -5399505.000000 Penalty: 6231.277344
	Iteration 0F: 2 clusters Score -5399505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -5379085.000000 Penalty: 12462.554688
	Iteration 0F: 3 clusters Score -5379085 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -5384791.000000 Penalty: 12462.554688
	Iteration 1F: 3 clusters Score -5384791 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -5385422.500000 Penalty: 12462.554688
	Iteration 2F: 3 clusters Score -5385422 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -5385900.000000 Penalty: 12462.554688
	Iteration 3Q: 3 clusters Score -5385900 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -5386275.000000 Penalty: 12462.554688
	Iteration 4Q: 3 clusters Score -5386275 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -5386616.000000 Penalty: 12462.554688
	Iteration 5Q: 3 clusters Score -5386616 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -5386924.500000 Penalty: 12462.554688
	Iteration 6Q: 3 clusters Score -5386924 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -5387250.000000 Penalty: 12462.554688
	Iteration 7Q: 3 clusters Score -5387250 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -5387572.500000 Penalty: 12462.554688
	Iteration 8Q: 3 clusters Score -5387572 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -5387926.000000 Penalty: 12462.554688
	Iteration 9Q: 3 clusters Score -5387926 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -5388281.000000 Penalty: 12462.554688
	Iteration 10Q: 3 clusters Score -5388281 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -5388713.000000 Penalty: 12462.554688
	Iteration 11Q: 3 clusters Score -5388713 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -5389150.500000 Penalty: 12462.554688
	Iteration 12Q: 3 clusters Score -5389150 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -5389603.000000 Penalty: 12462.554688
	Iteration 13Q: 3 clusters Score -5389603 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -5390194.500000 Penalty: 12462.554688
	Iteration 14Q: 3 clusters Score -5390194 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -5390894.500000 Penalty: 12462.554688
	Iteration 15Q: 3 clusters Score -5390894 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -5391558.000000 Penalty: 12462.554688
	Iteration 16Q: 3 clusters Score -5391558 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5392151.500000 Penalty: 12462.554688
	Iteration 17Q: 3 clusters Score -5392152 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5392629.000000 Penalty: 12462.554688
	Iteration 18Q: 3 clusters Score -5392629 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5392999.000000 Penalty: 12462.554688
	Iteration 19Q: 3 clusters Score -5392999 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5393264.000000 Penalty: 12462.554688
	Iteration 20F: 3 clusters Score -5393264 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5393440.500000 Penalty: 12462.554688
	Iteration 21Q: 3 clusters Score -5393440 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5393601.500000 Penalty: 12462.554688
	Iteration 22Q: 3 clusters Score -5393602 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5393748.000000 Penalty: 12462.554688
	Iteration 23Q: 3 clusters Score -5393748 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5393870.500000 Penalty: 12462.554688
	Iteration 24Q: 3 clusters Score -5393870 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5393972.000000 Penalty: 12462.554688
	Iteration 25Q: 3 clusters Score -5393972 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5394046.000000 Penalty: 12462.554688
	Iteration 26Q: 3 clusters Score -5394046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5394085.500000 Penalty: 12462.554688
	Iteration 27Q: 3 clusters Score -5394086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5394113.500000 Penalty: 12462.554688
	Iteration 28Q: 3 clusters Score -5394114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5394153.000000 Penalty: 12462.554688
	Iteration 29Q: 3 clusters Score -5394153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5394167.000000 Penalty: 12462.554688
	Iteration 30Q: 3 clusters Score -5394167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5394180.000000 Penalty: 12462.554688
	Iteration 31Q: 3 clusters Score -5394180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5394199.500000 Penalty: 12462.554688
	Iteration 32Q: 3 clusters Score -5394200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5394213.000000 Penalty: 12462.554688
	Iteration 33Q: 3 clusters Score -5394213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5394230.500000 Penalty: 12462.554688
	Iteration 34Q: 3 clusters Score -5394230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5394261.500000 Penalty: 12462.554688
	Iteration 35Q: 3 clusters Score -5394262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5394258.000000 Penalty: 12462.554688
	Iteration 36Q: 3 clusters Score -5394258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5394271.000000 Penalty: 12462.554688
	Iteration 37Q: 3 clusters Score -5394271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5394286.500000 Penalty: 12462.554688
	Iteration 38Q: 3 clusters Score -5394286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5394291.000000 Penalty: 12462.554688
	Iteration 39Q: 3 clusters Score -5394291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5394309.000000 Penalty: 12462.554688
	Iteration 40F: 3 clusters Score -5394309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5394313.500000 Penalty: 12462.554688
	Iteration 41Q: 3 clusters Score -5394314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5394319.500000 Penalty: 12462.554688
	Iteration 42Q: 3 clusters Score -5394320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5394327.500000 Penalty: 12462.554688
	Iteration 43Q: 3 clusters Score -5394328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5394333.000000 Penalty: 12462.554688
	Iteration 44Q: 3 clusters Score -5394333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5394335.500000 Penalty: 12462.554688
	Iteration 45Q: 3 clusters Score -5394336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5394332.500000 Penalty: 12462.554688
	Iteration 46Q: 3 clusters Score -5394332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5394336.000000 Penalty: 12462.554688
	Iteration 47Q: 3 clusters Score -5394336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5394336.500000 Penalty: 12462.554688
	Iteration 48Q: 3 clusters Score -5394336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5394343.000000 Penalty: 12462.554688
	Iteration 49Q: 3 clusters Score -5394343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5394341.000000 Penalty: 12462.554688
	Iteration 50Q: 3 clusters Score -5394341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5394341.000000 Penalty: 12462.554688
	Iteration 51F: 3 clusters Score -5394341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -118116.687500 Penalty: 3969.965820
	Iteration 0F: 2 clusters Score -118116.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -114525.796875 Penalty: 7939.931641
	Iteration 0F: 3 clusters Score -114525.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -114736.882812 Penalty: 7939.931641
	Iteration 1F: 3 clusters Score -114736.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -114829.164062 Penalty: 7939.931641
	Iteration 2Q: 3 clusters Score -114829.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -114877.851562 Penalty: 7939.931641
	Iteration 3Q: 3 clusters Score -114877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114914.609375 Penalty: 7939.931641
	Iteration 4Q: 3 clusters Score -114914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -114935.484375 Penalty: 7939.931641
	Iteration 5Q: 3 clusters Score -114935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -114990.734375 Penalty: 7939.931641
	Iteration 6Q: 3 clusters Score -114990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -115067.351562 Penalty: 7939.931641
	Iteration 7Q: 3 clusters Score -115067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -115209.867188 Penalty: 7939.931641
	Iteration 8Q: 3 clusters Score -115209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -115271.710938 Penalty: 7939.931641
	Iteration 9Q: 3 clusters Score -115271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -115280.828125 Penalty: 7939.931641
	Iteration 10Q: 3 clusters Score -115280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -115301.765625 Penalty: 7939.931641
	Iteration 11Q: 3 clusters Score -115301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -115308.429688 Penalty: 7939.931641
	Iteration 12Q: 3 clusters Score -115308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -115312.132812 Penalty: 7939.931641
	Iteration 13Q: 3 clusters Score -115312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -115312.132812 Penalty: 7939.931641
	Iteration 14F: 3 clusters Score -115312.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -197677.000000 Penalty: 4235.880371
	Iteration 0F: 2 clusters Score -197677 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 491 members 
Entering Unmasked Estep 
Score: -193572.031250 Penalty: 8471.760742
	Iteration 0F: 3 clusters Score -193572 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -193925.843750 Penalty: 8471.760742
	Iteration 1F: 3 clusters Score -193925.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -194064.328125 Penalty: 8471.760742
	Iteration 2Q: 3 clusters Score -194064.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -194147.937500 Penalty: 8471.760742
	Iteration 3Q: 3 clusters Score -194147.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -194174.515625 Penalty: 8471.760742
	Iteration 4Q: 3 clusters Score -194174.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -194193.531250 Penalty: 8471.760742
	Iteration 5Q: 3 clusters Score -194193.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -194209.562500 Penalty: 8471.760742
	Iteration 6Q: 3 clusters Score -194209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -194219.375000 Penalty: 8471.760742
	Iteration 7Q: 3 clusters Score -194219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -194222.984375 Penalty: 8471.760742
	Iteration 8Q: 3 clusters Score -194223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -194225.484375 Penalty: 8471.760742
	Iteration 9Q: 3 clusters Score -194225.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -194225.484375 Penalty: 8471.760742
	Iteration 10F: 3 clusters Score -194225.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -75083.921875 Penalty: 3714.068359
	Iteration 0F: 2 clusters Score -75083.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -72012.343750 Penalty: 7428.136719
	Iteration 0F: 3 clusters Score -72012.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72151.601562 Penalty: 7428.136719
	Iteration 1F: 3 clusters Score -72151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72171.617188 Penalty: 7428.136719
	Iteration 2Q: 3 clusters Score -72171.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72178.281250 Penalty: 7428.136719
	Iteration 3Q: 3 clusters Score -72178.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72184.195312 Penalty: 7428.136719
	Iteration 4Q: 3 clusters Score -72184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72184.195312 Penalty: 7428.136719
	Iteration 5F: 3 clusters Score -72184.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Entering Unmasked Estep 
Score: -7900972.000000 Penalty: 6461.691895
	Iteration 0F: 2 clusters Score -7900972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -7872992.500000 Penalty: 12923.383789
	Iteration 0F: 3 clusters Score -7872992 nChanged 16401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -7881661.500000 Penalty: 12923.383789
	Iteration 1F: 3 clusters Score -7881662 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -7882576.500000 Penalty: 12923.383789
	Iteration 2F: 3 clusters Score -7882576 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -7883379.500000 Penalty: 12923.383789
	Iteration 3F: 3 clusters Score -7883380 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -7884179.000000 Penalty: 12923.383789
	Iteration 4Q: 3 clusters Score -7884179 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -7884890.500000 Penalty: 12923.383789
	Iteration 5Q: 3 clusters Score -7884890 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -7885738.500000 Penalty: 12923.383789
	Iteration 6Q: 3 clusters Score -7885738 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -7886714.000000 Penalty: 12923.383789
	Iteration 7Q: 3 clusters Score -7886714 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -7887878.500000 Penalty: 12923.383789
	Iteration 8Q: 3 clusters Score -7887878 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -7889285.000000 Penalty: 12923.383789
	Iteration 9F: 3 clusters Score -7889285 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -7890745.000000 Penalty: 12923.383789
	Iteration 10F: 3 clusters Score -7890745 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -7892042.000000 Penalty: 12923.383789
	Iteration 11Q: 3 clusters Score -7892042 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -7893221.000000 Penalty: 12923.383789
	Iteration 12Q: 3 clusters Score -7893221 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -7894138.500000 Penalty: 12923.383789
	Iteration 13Q: 3 clusters Score -7894138 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -7894773.500000 Penalty: 12923.383789
	Iteration 14Q: 3 clusters Score -7894774 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -7895291.000000 Penalty: 12923.383789
	Iteration 15Q: 3 clusters Score -7895291 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7895718.000000 Penalty: 12923.383789
	Iteration 16Q: 3 clusters Score -7895718 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -7895963.500000 Penalty: 12923.383789
	Iteration 17Q: 3 clusters Score -7895964 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -7896123.500000 Penalty: 12923.383789
	Iteration 18Q: 3 clusters Score -7896124 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7896251.000000 Penalty: 12923.383789
	Iteration 19Q: 3 clusters Score -7896251 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7896331.000000 Penalty: 12923.383789
	Iteration 20F: 3 clusters Score -7896331 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7896438.500000 Penalty: 12923.383789
	Iteration 21Q: 3 clusters Score -7896438 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7896529.500000 Penalty: 12923.383789
	Iteration 22Q: 3 clusters Score -7896530 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7896580.500000 Penalty: 12923.383789
	Iteration 23Q: 3 clusters Score -7896580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7896615.000000 Penalty: 12923.383789
	Iteration 24Q: 3 clusters Score -7896615 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7896669.000000 Penalty: 12923.383789
	Iteration 25Q: 3 clusters Score -7896669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -7896716.500000 Penalty: 12923.383789
	Iteration 26Q: 3 clusters Score -7896716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7896764.000000 Penalty: 12923.383789
	Iteration 27Q: 3 clusters Score -7896764 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7896775.000000 Penalty: 12923.383789
	Iteration 28Q: 3 clusters Score -7896775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -7896785.000000 Penalty: 12923.383789
	Iteration 29Q: 3 clusters Score -7896785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7896816.500000 Penalty: 12923.383789
	Iteration 30Q: 3 clusters Score -7896816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7896827.500000 Penalty: 12923.383789
	Iteration 31Q: 3 clusters Score -7896828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7896844.000000 Penalty: 12923.383789
	Iteration 32Q: 3 clusters Score -7896844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7896859.500000 Penalty: 12923.383789
	Iteration 33Q: 3 clusters Score -7896860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7896870.500000 Penalty: 12923.383789
	Iteration 34Q: 3 clusters Score -7896870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -7896863.000000 Penalty: 12923.383789
	Iteration 35Q: 3 clusters Score -7896863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7896856.500000 Penalty: 12923.383789
	Iteration 36Q: 3 clusters Score -7896856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7896865.000000 Penalty: 12923.383789
	Iteration 37Q: 3 clusters Score -7896865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -7896866.500000 Penalty: 12923.383789
	Iteration 38Q: 3 clusters Score -7896866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7896876.000000 Penalty: 12923.383789
	Iteration 39Q: 3 clusters Score -7896876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7896878.500000 Penalty: 12923.383789
	Iteration 40F: 3 clusters Score -7896878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7896887.500000 Penalty: 12923.383789
	Iteration 41Q: 3 clusters Score -7896888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7896895.000000 Penalty: 12923.383789
	Iteration 42Q: 3 clusters Score -7896895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -7896893.500000 Penalty: 12923.383789
	Iteration 43Q: 3 clusters Score -7896894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7896892.000000 Penalty: 12923.383789
	Iteration 44Q: 3 clusters Score -7896892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7896886.000000 Penalty: 12923.383789
	Iteration 45Q: 3 clusters Score -7896886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7896892.000000 Penalty: 12923.383789
	Iteration 46Q: 3 clusters Score -7896892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7896892.000000 Penalty: 12923.383789
	Iteration 47F: 3 clusters Score -7896892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Entering Unmasked Estep 
Score: -15354061.000000 Penalty: 6868.025879
	Iteration 0F: 2 clusters Score -1.535406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -15302983.000000 Penalty: 13736.051758
	Iteration 0F: 3 clusters Score -1.530298e+07 nChanged 33322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -15321145.000000 Penalty: 13736.051758
	Iteration 1F: 3 clusters Score -1.532114e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -15322228.000000 Penalty: 13736.051758
	Iteration 2Q: 3 clusters Score -1.532223e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -15323299.000000 Penalty: 13736.051758
	Iteration 3Q: 3 clusters Score -1.53233e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -15324428.000000 Penalty: 13736.051758
	Iteration 4Q: 3 clusters Score -1.532443e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -15325634.000000 Penalty: 13736.051758
	Iteration 5Q: 3 clusters Score -1.532563e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -15327387.000000 Penalty: 13736.051758
	Iteration 6Q: 3 clusters Score -1.532739e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -15329899.000000 Penalty: 13736.051758
	Iteration 7Q: 3 clusters Score -1.53299e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -15333005.000000 Penalty: 13736.051758
	Iteration 8F: 3 clusters Score -1.5333e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -15336420.000000 Penalty: 13736.051758
	Iteration 9F: 3 clusters Score -1.533642e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -15339649.000000 Penalty: 13736.051758
	Iteration 10F: 3 clusters Score -1.533965e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -15342136.000000 Penalty: 13736.051758
	Iteration 11Q: 3 clusters Score -1.534214e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -15343946.000000 Penalty: 13736.051758
	Iteration 12Q: 3 clusters Score -1.534395e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -15345322.000000 Penalty: 13736.051758
	Iteration 13Q: 3 clusters Score -1.534532e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -15346185.000000 Penalty: 13736.051758
	Iteration 14Q: 3 clusters Score -1.534618e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -15346700.000000 Penalty: 13736.051758
	Iteration 15Q: 3 clusters Score -1.53467e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -15347163.000000 Penalty: 13736.051758
	Iteration 16Q: 3 clusters Score -1.534716e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -15347398.000000 Penalty: 13736.051758
	Iteration 17Q: 3 clusters Score -1.53474e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -15347607.000000 Penalty: 13736.051758
	Iteration 18Q: 3 clusters Score -1.534761e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -15347760.000000 Penalty: 13736.051758
	Iteration 19Q: 3 clusters Score -1.534776e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -15347891.000000 Penalty: 13736.051758
	Iteration 20F: 3 clusters Score -1.534789e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -15348016.000000 Penalty: 13736.051758
	Iteration 21Q: 3 clusters Score -1.534802e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -15348095.000000 Penalty: 13736.051758
	Iteration 22Q: 3 clusters Score -1.53481e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -15348144.000000 Penalty: 13736.051758
	Iteration 23Q: 3 clusters Score -1.534814e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -15348203.000000 Penalty: 13736.051758
	Iteration 24Q: 3 clusters Score -1.53482e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -15348259.000000 Penalty: 13736.051758
	Iteration 25Q: 3 clusters Score -1.534826e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -15348315.000000 Penalty: 13736.051758
	Iteration 26Q: 3 clusters Score -1.534832e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -15348331.000000 Penalty: 13736.051758
	Iteration 27Q: 3 clusters Score -1.534833e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -15348364.000000 Penalty: 13736.051758
	Iteration 28Q: 3 clusters Score -1.534836e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -15348401.000000 Penalty: 13736.051758
	Iteration 29Q: 3 clusters Score -1.53484e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -15348411.000000 Penalty: 13736.051758
	Iteration 30Q: 3 clusters Score -1.534841e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -15348418.000000 Penalty: 13736.051758
	Iteration 31Q: 3 clusters Score -1.534842e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -15348422.000000 Penalty: 13736.051758
	Iteration 32Q: 3 clusters Score -1.534842e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -15348452.000000 Penalty: 13736.051758
	Iteration 33Q: 3 clusters Score -1.534845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -15348456.000000 Penalty: 13736.051758
	Iteration 34Q: 3 clusters Score -1.534846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -15348474.000000 Penalty: 13736.051758
	Iteration 35Q: 3 clusters Score -1.534847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -15348489.000000 Penalty: 13736.051758
	Iteration 36Q: 3 clusters Score -1.534849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -15348494.000000 Penalty: 13736.051758
	Iteration 37Q: 3 clusters Score -1.534849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -15348499.000000 Penalty: 13736.051758
	Iteration 38Q: 3 clusters Score -1.53485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -15348517.000000 Penalty: 13736.051758
	Iteration 39Q: 3 clusters Score -1.534852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -15348513.000000 Penalty: 13736.051758
	Iteration 40F: 3 clusters Score -1.534851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -15348517.000000 Penalty: 13736.051758
	Iteration 41Q: 3 clusters Score -1.534852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -15348523.000000 Penalty: 13736.051758
	Iteration 42Q: 3 clusters Score -1.534852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -15348519.000000 Penalty: 13736.051758
	Iteration 43Q: 3 clusters Score -1.534852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -15348515.000000 Penalty: 13736.051758
	Iteration 44Q: 3 clusters Score -1.534852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -15348527.000000 Penalty: 13736.051758
	Iteration 45Q: 3 clusters Score -1.534853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -15348530.000000 Penalty: 13736.051758
	Iteration 46Q: 3 clusters Score -1.534853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -15348535.000000 Penalty: 13736.051758
	Iteration 47Q: 3 clusters Score -1.534854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -15348534.000000 Penalty: 13736.051758
	Iteration 48Q: 3 clusters Score -1.534853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -15348541.000000 Penalty: 13736.051758
	Iteration 49Q: 3 clusters Score -1.534854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -15348538.000000 Penalty: 13736.051758
	Iteration 50Q: 3 clusters Score -1.534854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -15348541.000000 Penalty: 13736.051758
	Iteration 51Q: 3 clusters Score -1.534854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -15348547.000000 Penalty: 13736.051758
	Iteration 52Q: 3 clusters Score -1.534855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -15348556.000000 Penalty: 13736.051758
	Iteration 53Q: 3 clusters Score -1.534856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -15348549.000000 Penalty: 13736.051758
	Iteration 54Q: 3 clusters Score -1.534855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -15348542.000000 Penalty: 13736.051758
	Iteration 55Q: 3 clusters Score -1.534854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -15348534.000000 Penalty: 13736.051758
	Iteration 56Q: 3 clusters Score -1.534853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -15348537.000000 Penalty: 13736.051758
	Iteration 57Q: 3 clusters Score -1.534854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -15348537.000000 Penalty: 13736.051758
	Iteration 58Q: 3 clusters Score -1.534854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -15348549.000000 Penalty: 13736.051758
	Iteration 59Q: 3 clusters Score -1.534855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -15348548.000000 Penalty: 13736.051758
	Iteration 60F: 3 clusters Score -1.534855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -15348547.000000 Penalty: 13736.051758
	Iteration 61Q: 3 clusters Score -1.534855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -15348543.000000 Penalty: 13736.051758
	Iteration 62Q: 3 clusters Score -1.534854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -15348547.000000 Penalty: 13736.051758
	Iteration 63Q: 3 clusters Score -1.534855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -15348547.000000 Penalty: 13736.051758
	Iteration 64F: 3 clusters Score -1.534855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Entering Unmasked Estep 
Score: -8551494.000000 Penalty: 6508.082520
	Iteration 0F: 2 clusters Score -8551494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -8521553.000000 Penalty: 13016.165039
	Iteration 0F: 3 clusters Score -8521553 nChanged 17806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -8530836.000000 Penalty: 13016.165039
	Iteration 1F: 3 clusters Score -8530836 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -8531593.000000 Penalty: 13016.165039
	Iteration 2F: 3 clusters Score -8531593 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -8532185.000000 Penalty: 13016.165039
	Iteration 3Q: 3 clusters Score -8532185 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -8532586.000000 Penalty: 13016.165039
	Iteration 4Q: 3 clusters Score -8532586 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -8532944.000000 Penalty: 13016.165039
	Iteration 5Q: 3 clusters Score -8532944 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -8533182.000000 Penalty: 13016.165039
	Iteration 6Q: 3 clusters Score -8533182 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -8533460.000000 Penalty: 13016.165039
	Iteration 7Q: 3 clusters Score -8533460 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -8533749.000000 Penalty: 13016.165039
	Iteration 8Q: 3 clusters Score -8533749 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -8534104.000000 Penalty: 13016.165039
	Iteration 9Q: 3 clusters Score -8534104 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -8534583.000000 Penalty: 13016.165039
	Iteration 10Q: 3 clusters Score -8534583 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -8535151.000000 Penalty: 13016.165039
	Iteration 11Q: 3 clusters Score -8535151 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -8535950.000000 Penalty: 13016.165039
	Iteration 12Q: 3 clusters Score -8535950 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -8536980.000000 Penalty: 13016.165039
	Iteration 13Q: 3 clusters Score -8536980 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -8538315.000000 Penalty: 13016.165039
	Iteration 14F: 3 clusters Score -8538315 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8540020.000000 Penalty: 13016.165039
	Iteration 15F: 3 clusters Score -8540020 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -8541813.000000 Penalty: 13016.165039
	Iteration 16F: 3 clusters Score -8541813 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -8543281.000000 Penalty: 13016.165039
	Iteration 17Q: 3 clusters Score -8543281 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -8544238.000000 Penalty: 13016.165039
	Iteration 18Q: 3 clusters Score -8544238 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8544814.000000 Penalty: 13016.165039
	Iteration 19Q: 3 clusters Score -8544814 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8545106.000000 Penalty: 13016.165039
	Iteration 20F: 3 clusters Score -8545106 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8545305.000000 Penalty: 13016.165039
	Iteration 21Q: 3 clusters Score -8545305 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8545442.000000 Penalty: 13016.165039
	Iteration 22Q: 3 clusters Score -8545442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8545535.000000 Penalty: 13016.165039
	Iteration 23Q: 3 clusters Score -8545535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8545589.000000 Penalty: 13016.165039
	Iteration 24Q: 3 clusters Score -8545589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8545611.000000 Penalty: 13016.165039
	Iteration 25Q: 3 clusters Score -8545611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8545628.000000 Penalty: 13016.165039
	Iteration 26Q: 3 clusters Score -8545628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8545663.000000 Penalty: 13016.165039
	Iteration 27Q: 3 clusters Score -8545663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8545667.000000 Penalty: 13016.165039
	Iteration 28Q: 3 clusters Score -8545667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8545673.000000 Penalty: 13016.165039
	Iteration 29Q: 3 clusters Score -8545673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8545690.000000 Penalty: 13016.165039
	Iteration 30Q: 3 clusters Score -8545690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8545688.000000 Penalty: 13016.165039
	Iteration 31Q: 3 clusters Score -8545688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8545690.000000 Penalty: 13016.165039
	Iteration 32Q: 3 clusters Score -8545690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8545688.000000 Penalty: 13016.165039
	Iteration 33Q: 3 clusters Score -8545688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8545700.000000 Penalty: 13016.165039
	Iteration 34Q: 3 clusters Score -8545700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8545702.000000 Penalty: 13016.165039
	Iteration 35Q: 3 clusters Score -8545702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8545720.000000 Penalty: 13016.165039
	Iteration 36Q: 3 clusters Score -8545720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8545715.000000 Penalty: 13016.165039
	Iteration 37Q: 3 clusters Score -8545715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8545724.000000 Penalty: 13016.165039
	Iteration 38Q: 3 clusters Score -8545724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8545717.000000 Penalty: 13016.165039
	Iteration 39Q: 3 clusters Score -8545717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8545722.000000 Penalty: 13016.165039
	Iteration 40F: 3 clusters Score -8545722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8545716.000000 Penalty: 13016.165039
	Iteration 41Q: 3 clusters Score -8545716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8545717.000000 Penalty: 13016.165039
	Iteration 42Q: 3 clusters Score -8545717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8545722.000000 Penalty: 13016.165039
	Iteration 43Q: 3 clusters Score -8545722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8545722.000000 Penalty: 13016.165039
	Iteration 44F: 3 clusters Score -8545722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -106051.039062 Penalty: 3900.514404
	Iteration 0F: 2 clusters Score -106051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102507.617188 Penalty: 7801.028809
	Iteration 0F: 3 clusters Score -102507.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -102713.210938 Penalty: 7801.028809
	Iteration 1F: 3 clusters Score -102713.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -102781.765625 Penalty: 7801.028809
	Iteration 2Q: 3 clusters Score -102781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -102818.476562 Penalty: 7801.028809
	Iteration 3Q: 3 clusters Score -102818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -102836.843750 Penalty: 7801.028809
	Iteration 4Q: 3 clusters Score -102836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -102836.843750 Penalty: 7801.028809
	Iteration 5F: 3 clusters Score -102836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 11792 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 7559 members 
Mstep: Class 5 contains 87870 members 
Mstep: Class 6 contains 12195 members 
Mstep: Class 7 contains 12931 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21461 members 
Mstep: Class 10 contains 16353 members 
Mstep: Class 11 contains 23598 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26168 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10915 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26200 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38166 members 
Mstep: Class 23 contains 74095 members 
Mstep: Class 24 contains 41169 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423728.000000 Penalty: 199048.500000
Iteration 119Q: 26 clusters Score -8.942373e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 11835 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 7562 members 
Mstep: Class 5 contains 87859 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 12928 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21473 members 
Mstep: Class 10 contains 16357 members 
Mstep: Class 11 contains 23609 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26164 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10858 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26197 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38169 members 
Mstep: Class 23 contains 74075 members 
Mstep: Class 24 contains 41178 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423792.000000 Penalty: 199048.500000
Iteration 120F: 26 clusters Score -8.942379e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 11868 members 
Mstep: Class 3 contains 9324 members 
Mstep: Class 4 contains 7561 members 
Mstep: Class 5 contains 87854 members 
Mstep: Class 6 contains 12188 members 
Mstep: Class 7 contains 12925 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21481 members 
Mstep: Class 10 contains 16363 members 
Mstep: Class 11 contains 23626 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26166 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10799 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26199 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38167 members 
Mstep: Class 23 contains 74061 members 
Mstep: Class 24 contains 41186 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423752.000000 Penalty: 199048.500000
Iteration 121Q: 26 clusters Score -8.942375e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 11881 members 
Mstep: Class 3 contains 9316 members 
Mstep: Class 4 contains 7559 members 
Mstep: Class 5 contains 87846 members 
Mstep: Class 6 contains 12184 members 
Mstep: Class 7 contains 12923 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21486 members 
Mstep: Class 10 contains 16370 members 
Mstep: Class 11 contains 23643 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26163 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10752 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26200 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38166 members 
Mstep: Class 23 contains 74039 members 
Mstep: Class 24 contains 41201 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423744.000000 Penalty: 199048.500000
Iteration 122Q: 26 clusters Score -8.942374e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 11903 members 
Mstep: Class 3 contains 9303 members 
Mstep: Class 4 contains 7558 members 
Mstep: Class 5 contains 87850 members 
Mstep: Class 6 contains 12185 members 
Mstep: Class 7 contains 12920 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21498 members 
Mstep: Class 10 contains 16371 members 
Mstep: Class 11 contains 23650 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26160 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10700 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26199 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38166 members 
Mstep: Class 23 contains 74030 members 
Mstep: Class 24 contains 41208 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423760.000000 Penalty: 199048.500000
Iteration 123Q: 26 clusters Score -8.942376e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 11928 members 
Mstep: Class 3 contains 9298 members 
Mstep: Class 4 contains 7557 members 
Mstep: Class 5 contains 87851 members 
Mstep: Class 6 contains 12187 members 
Mstep: Class 7 contains 12918 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21508 members 
Mstep: Class 10 contains 16373 members 
Mstep: Class 11 contains 23664 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26157 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10639 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26196 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38166 members 
Mstep: Class 23 contains 74020 members 
Mstep: Class 24 contains 41214 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423752.000000 Penalty: 199048.500000
Iteration 124Q: 26 clusters Score -8.942375e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 11943 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 7557 members 
Mstep: Class 5 contains 87854 members 
Mstep: Class 6 contains 12188 members 
Mstep: Class 7 contains 12913 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21506 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 23674 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26157 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10605 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26192 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38172 members 
Mstep: Class 23 contains 74015 members 
Mstep: Class 24 contains 41216 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423840.000000 Penalty: 199048.500000
Iteration 125Q: 26 clusters Score -8.942384e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 87857 members 
Mstep: Class 6 contains 12185 members 
Mstep: Class 7 contains 12908 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21511 members 
Mstep: Class 10 contains 16376 members 
Mstep: Class 11 contains 23679 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26152 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10548 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26191 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38179 members 
Mstep: Class 23 contains 74003 members 
Mstep: Class 24 contains 41221 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424040.000000 Penalty: 199048.500000
Iteration 126Q: 26 clusters Score -8.942404e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 87863 members 
Mstep: Class 6 contains 12183 members 
Mstep: Class 7 contains 12899 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21513 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 23683 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26152 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10505 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26180 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38187 members 
Mstep: Class 23 contains 73994 members 
Mstep: Class 24 contains 41223 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424032.000000 Penalty: 199048.500000
Iteration 127Q: 26 clusters Score -8.942403e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 12002 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 87871 members 
Mstep: Class 6 contains 12181 members 
Mstep: Class 7 contains 12890 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21517 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 23686 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26149 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10480 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26173 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38192 members 
Mstep: Class 23 contains 73968 members 
Mstep: Class 24 contains 41228 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423936.000000 Penalty: 199048.500000
Iteration 128Q: 26 clusters Score -8.942394e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 12004 members 
Mstep: Class 3 contains 9263 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 87881 members 
Mstep: Class 6 contains 12182 members 
Mstep: Class 7 contains 12880 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21515 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 23688 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26144 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10465 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26170 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38202 members 
Mstep: Class 23 contains 73953 members 
Mstep: Class 24 contains 41228 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424032.000000 Penalty: 199048.500000
Iteration 129Q: 26 clusters Score -8.942403e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 12010 members 
Mstep: Class 3 contains 9260 members 
Mstep: Class 4 contains 7557 members 
Mstep: Class 5 contains 87882 members 
Mstep: Class 6 contains 12181 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21516 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 23690 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26141 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10446 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26166 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38203 members 
Mstep: Class 23 contains 73938 members 
Mstep: Class 24 contains 41228 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423912.000000 Penalty: 199048.500000
Iteration 130Q: 26 clusters Score -8.942391e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 12030 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 7558 members 
Mstep: Class 5 contains 87884 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21517 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 23690 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26140 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26155 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38207 members 
Mstep: Class 23 contains 73935 members 
Mstep: Class 24 contains 41227 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423824.000000 Penalty: 199048.500000
Iteration 131Q: 26 clusters Score -8.942382e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 12059 members 
Mstep: Class 3 contains 9250 members 
Mstep: Class 4 contains 7558 members 
Mstep: Class 5 contains 87885 members 
Mstep: Class 6 contains 12178 members 
Mstep: Class 7 contains 12869 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21519 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 23690 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26139 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10401 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26149 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38208 members 
Mstep: Class 23 contains 73922 members 
Mstep: Class 24 contains 41227 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423896.000000 Penalty: 199048.500000
Iteration 132Q: 26 clusters Score -8.94239e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 9239 members 
Mstep: Class 4 contains 7557 members 
Mstep: Class 5 contains 87887 members 
Mstep: Class 6 contains 12172 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21516 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 23690 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26138 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10389 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26141 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38212 members 
Mstep: Class 23 contains 73917 members 
Mstep: Class 24 contains 41231 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423816.000000 Penalty: 199048.500000
Iteration 133Q: 26 clusters Score -8.942382e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 12090 members 
Mstep: Class 3 contains 9234 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87885 members 
Mstep: Class 6 contains 12170 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21517 members 
Mstep: Class 10 contains 16383 members 
Mstep: Class 11 contains 23692 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26140 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10376 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26133 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38216 members 
Mstep: Class 23 contains 73906 members 
Mstep: Class 24 contains 41226 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423920.000000 Penalty: 199048.500000
Iteration 134Q: 26 clusters Score -8.942392e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 12093 members 
Mstep: Class 3 contains 9231 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87882 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21515 members 
Mstep: Class 10 contains 16383 members 
Mstep: Class 11 contains 23694 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26137 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10360 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26128 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38219 members 
Mstep: Class 23 contains 73900 members 
Mstep: Class 24 contains 41228 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423920.000000 Penalty: 199048.500000
Iteration 135Q: 26 clusters Score -8.942392e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 12082 members 
Mstep: Class 3 contains 9227 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 87876 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21515 members 
Mstep: Class 10 contains 16386 members 
Mstep: Class 11 contains 23694 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26135 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10356 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26125 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38220 members 
Mstep: Class 23 contains 73901 members 
Mstep: Class 24 contains 41227 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423896.000000 Penalty: 199048.500000
Iteration 136Q: 26 clusters Score -8.94239e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 12093 members 
Mstep: Class 3 contains 9216 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87875 members 
Mstep: Class 6 contains 12171 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21515 members 
Mstep: Class 10 contains 16388 members 
Mstep: Class 11 contains 23697 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26133 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10346 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26124 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38217 members 
Mstep: Class 23 contains 73901 members 
Mstep: Class 24 contains 41227 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423992.000000 Penalty: 199048.500000
Iteration 137Q: 26 clusters Score -8.942399e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 12106 members 
Mstep: Class 3 contains 9200 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87874 members 
Mstep: Class 6 contains 12175 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21515 members 
Mstep: Class 10 contains 16390 members 
Mstep: Class 11 contains 23699 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26130 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10329 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26122 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38220 members 
Mstep: Class 23 contains 73903 members 
Mstep: Class 24 contains 41228 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423960.000000 Penalty: 199048.500000
Iteration 138Q: 26 clusters Score -8.942396e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 12110 members 
Mstep: Class 3 contains 9189 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87873 members 
Mstep: Class 6 contains 12179 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21518 members 
Mstep: Class 10 contains 16391 members 
Mstep: Class 11 contains 23700 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26130 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26119 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38217 members 
Mstep: Class 23 contains 73901 members 
Mstep: Class 24 contains 41227 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424016.000000 Penalty: 199048.500000
Iteration 139Q: 26 clusters Score -8.942402e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 12117 members 
Mstep: Class 3 contains 9183 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87871 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21519 members 
Mstep: Class 10 contains 16393 members 
Mstep: Class 11 contains 23700 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26128 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10307 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26116 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38216 members 
Mstep: Class 23 contains 73902 members 
Mstep: Class 24 contains 41226 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424032.000000 Penalty: 199048.500000
Iteration 140F: 26 clusters Score -8.942403e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 12123 members 
Mstep: Class 3 contains 9180 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87871 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21522 members 
Mstep: Class 10 contains 16394 members 
Mstep: Class 11 contains 23699 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26130 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10296 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26110 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38216 members 
Mstep: Class 23 contains 73905 members 
Mstep: Class 24 contains 41225 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424016.000000 Penalty: 199048.500000
Iteration 141Q: 26 clusters Score -8.942402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 12125 members 
Mstep: Class 3 contains 9176 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87872 members 
Mstep: Class 6 contains 12178 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21525 members 
Mstep: Class 10 contains 16394 members 
Mstep: Class 11 contains 23698 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26130 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10287 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26107 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38223 members 
Mstep: Class 23 contains 73906 members 
Mstep: Class 24 contains 41224 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424008.000000 Penalty: 199048.500000
Iteration 142Q: 26 clusters Score -8.942401e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 9166 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87870 members 
Mstep: Class 6 contains 12179 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21526 members 
Mstep: Class 10 contains 16394 members 
Mstep: Class 11 contains 23700 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26131 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10278 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26108 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38229 members 
Mstep: Class 23 contains 73903 members 
Mstep: Class 24 contains 41222 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424008.000000 Penalty: 199048.500000
Iteration 143Q: 26 clusters Score -8.942401e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 12134 members 
Mstep: Class 3 contains 9161 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87872 members 
Mstep: Class 6 contains 12179 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21528 members 
Mstep: Class 10 contains 16394 members 
Mstep: Class 11 contains 23706 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26129 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10268 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26110 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38232 members 
Mstep: Class 23 contains 73896 members 
Mstep: Class 24 contains 41223 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424096.000000 Penalty: 199048.500000
Iteration 144Q: 26 clusters Score -8.94241e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 12137 members 
Mstep: Class 3 contains 9152 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87874 members 
Mstep: Class 6 contains 12181 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21530 members 
Mstep: Class 10 contains 16393 members 
Mstep: Class 11 contains 23711 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26127 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10258 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26110 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38235 members 
Mstep: Class 23 contains 73891 members 
Mstep: Class 24 contains 41226 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423984.000000 Penalty: 199048.500000
Iteration 145Q: 26 clusters Score -8.942398e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 12139 members 
Mstep: Class 3 contains 9145 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87875 members 
Mstep: Class 6 contains 12185 members 
Mstep: Class 7 contains 12865 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21533 members 
Mstep: Class 10 contains 16394 members 
Mstep: Class 11 contains 23711 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26124 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10249 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26113 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38237 members 
Mstep: Class 23 contains 73888 members 
Mstep: Class 24 contains 41224 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89423928.000000 Penalty: 199048.500000
Iteration 146Q: 26 clusters Score -8.942393e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 12145 members 
Mstep: Class 3 contains 9136 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87877 members 
Mstep: Class 6 contains 12187 members 
Mstep: Class 7 contains 12864 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21535 members 
Mstep: Class 10 contains 16395 members 
Mstep: Class 11 contains 23714 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26124 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10230 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26110 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38240 members 
Mstep: Class 23 contains 73883 members 
Mstep: Class 24 contains 41228 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424056.000000 Penalty: 199048.500000
Iteration 147Q: 26 clusters Score -8.942406e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 9133 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87877 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21538 members 
Mstep: Class 10 contains 16395 members 
Mstep: Class 11 contains 23719 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26123 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10217 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26104 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38242 members 
Mstep: Class 23 contains 73875 members 
Mstep: Class 24 contains 41234 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424120.000000 Penalty: 199048.500000
Iteration 148Q: 26 clusters Score -8.942412e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 12145 members 
Mstep: Class 3 contains 9131 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87880 members 
Mstep: Class 6 contains 12185 members 
Mstep: Class 7 contains 12858 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21540 members 
Mstep: Class 10 contains 16395 members 
Mstep: Class 11 contains 23718 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26123 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10203 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26097 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38250 members 
Mstep: Class 23 contains 73872 members 
Mstep: Class 24 contains 41238 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424072.000000 Penalty: 199048.500000
Iteration 149Q: 26 clusters Score -8.942407e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 12157 members 
Mstep: Class 3 contains 9117 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87883 members 
Mstep: Class 6 contains 12188 members 
Mstep: Class 7 contains 12854 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21541 members 
Mstep: Class 10 contains 16397 members 
Mstep: Class 11 contains 23721 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26126 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10193 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26090 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38255 members 
Mstep: Class 23 contains 73865 members 
Mstep: Class 24 contains 41238 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424112.000000 Penalty: 199048.500000
Iteration 150Q: 26 clusters Score -8.942411e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 12166 members 
Mstep: Class 3 contains 9115 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87888 members 
Mstep: Class 6 contains 12189 members 
Mstep: Class 7 contains 12849 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21542 members 
Mstep: Class 10 contains 16398 members 
Mstep: Class 11 contains 23721 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26124 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26086 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38256 members 
Mstep: Class 23 contains 73862 members 
Mstep: Class 24 contains 41247 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424072.000000 Penalty: 199048.500000
Iteration 151Q: 26 clusters Score -8.942407e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 12175 members 
Mstep: Class 3 contains 9103 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87890 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 12847 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21541 members 
Mstep: Class 10 contains 16400 members 
Mstep: Class 11 contains 23722 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26122 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10164 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26086 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38260 members 
Mstep: Class 23 contains 73862 members 
Mstep: Class 24 contains 41256 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424152.000000 Penalty: 199048.500000
Iteration 152Q: 26 clusters Score -8.942415e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 12184 members 
Mstep: Class 3 contains 9098 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87891 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 12846 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23722 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26121 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10149 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26088 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38261 members 
Mstep: Class 23 contains 73860 members 
Mstep: Class 24 contains 41261 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424144.000000 Penalty: 199048.500000
Iteration 153Q: 26 clusters Score -8.942414e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 12187 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87890 members 
Mstep: Class 6 contains 12191 members 
Mstep: Class 7 contains 12845 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23723 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10133 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26087 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38262 members 
Mstep: Class 23 contains 73863 members 
Mstep: Class 24 contains 41260 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424080.000000 Penalty: 199048.500000
Iteration 154Q: 26 clusters Score -8.942408e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 12191 members 
Mstep: Class 3 contains 9086 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87890 members 
Mstep: Class 6 contains 12192 members 
Mstep: Class 7 contains 12845 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21554 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23724 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26113 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10122 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26084 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38263 members 
Mstep: Class 23 contains 73867 members 
Mstep: Class 24 contains 41263 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424120.000000 Penalty: 199048.500000
Iteration 155Q: 26 clusters Score -8.942412e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 12194 members 
Mstep: Class 3 contains 9089 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87889 members 
Mstep: Class 6 contains 12193 members 
Mstep: Class 7 contains 12845 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21558 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23726 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26107 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10102 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26082 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38265 members 
Mstep: Class 23 contains 73874 members 
Mstep: Class 24 contains 41262 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424176.000000 Penalty: 199048.500000
Iteration 156Q: 26 clusters Score -8.942418e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 12190 members 
Mstep: Class 3 contains 9089 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87889 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 12845 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21558 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23727 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26106 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10091 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26080 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38267 members 
Mstep: Class 23 contains 73877 members 
Mstep: Class 24 contains 41261 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424176.000000 Penalty: 199048.500000
Iteration 157Q: 26 clusters Score -8.942418e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 12188 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87888 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 12845 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21560 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23732 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26106 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10071 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26078 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38269 members 
Mstep: Class 23 contains 73885 members 
Mstep: Class 24 contains 41263 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424120.000000 Penalty: 199048.500000
Iteration 158Q: 26 clusters Score -8.942412e+07 nChanged 74
Entering ConstructFrom: 
Score: -89424120.000000 Penalty: 199048.500000
Entering ConstructFrom: 
Trying to split cluster 1 (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: -3073853.750000 Penalty: 5913.585938
	Iteration 0F: 2 clusters Score -3073854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3060059.750000 Penalty: 11827.171875
	Iteration 0F: 3 clusters Score -3060060 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3063431.500000 Penalty: 11827.171875
	Iteration 1F: 3 clusters Score -3063432 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3064036.500000 Penalty: 11827.171875
	Iteration 2F: 3 clusters Score -3064036 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3064407.750000 Penalty: 11827.171875
	Iteration 3Q: 3 clusters Score -3064408 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3064679.000000 Penalty: 11827.171875
	Iteration 4Q: 3 clusters Score -3064679 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3064896.500000 Penalty: 11827.171875
	Iteration 5Q: 3 clusters Score -3064896 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -3065078.250000 Penalty: 11827.171875
	Iteration 6Q: 3 clusters Score -3065078 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3065269.750000 Penalty: 11827.171875
	Iteration 7Q: 3 clusters Score -3065270 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3065434.750000 Penalty: 11827.171875
	Iteration 8Q: 3 clusters Score -3065435 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3065574.750000 Penalty: 11827.171875
	Iteration 9Q: 3 clusters Score -3065575 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3065731.500000 Penalty: 11827.171875
	Iteration 10Q: 3 clusters Score -3065732 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3065853.500000 Penalty: 11827.171875
	Iteration 11Q: 3 clusters Score -3065854 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3065989.000000 Penalty: 11827.171875
	Iteration 12Q: 3 clusters Score -3065989 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3066096.000000 Penalty: 11827.171875
	Iteration 13Q: 3 clusters Score -3066096 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3066236.750000 Penalty: 11827.171875
	Iteration 14Q: 3 clusters Score -3066237 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3066351.500000 Penalty: 11827.171875
	Iteration 15Q: 3 clusters Score -3066352 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3066458.250000 Penalty: 11827.171875
	Iteration 16Q: 3 clusters Score -3066458 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3066564.000000 Penalty: 11827.171875
	Iteration 17Q: 3 clusters Score -3066564 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3066680.500000 Penalty: 11827.171875
	Iteration 18Q: 3 clusters Score -3066680 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3066793.500000 Penalty: 11827.171875
	Iteration 19Q: 3 clusters Score -3066794 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3066888.250000 Penalty: 11827.171875
	Iteration 20F: 3 clusters Score -3066888 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3066984.000000 Penalty: 11827.171875
	Iteration 21Q: 3 clusters Score -3066984 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3067080.750000 Penalty: 11827.171875
	Iteration 22Q: 3 clusters Score -3067081 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3067189.500000 Penalty: 11827.171875
	Iteration 23Q: 3 clusters Score -3067190 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3067269.250000 Penalty: 11827.171875
	Iteration 24Q: 3 clusters Score -3067269 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3067350.500000 Penalty: 11827.171875
	Iteration 25Q: 3 clusters Score -3067350 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3067443.500000 Penalty: 11827.171875
	Iteration 26Q: 3 clusters Score -3067444 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3067535.500000 Penalty: 11827.171875
	Iteration 27Q: 3 clusters Score -3067536 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3067613.000000 Penalty: 11827.171875
	Iteration 28Q: 3 clusters Score -3067613 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3067676.000000 Penalty: 11827.171875
	Iteration 29Q: 3 clusters Score -3067676 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3067744.250000 Penalty: 11827.171875
	Iteration 30Q: 3 clusters Score -3067744 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3067808.750000 Penalty: 11827.171875
	Iteration 31Q: 3 clusters Score -3067809 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3067868.250000 Penalty: 11827.171875
	Iteration 32Q: 3 clusters Score -3067868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3067919.500000 Penalty: 11827.171875
	Iteration 33Q: 3 clusters Score -3067920 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3067966.500000 Penalty: 11827.171875
	Iteration 34Q: 3 clusters Score -3067966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3068026.750000 Penalty: 11827.171875
	Iteration 35Q: 3 clusters Score -3068027 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3068090.250000 Penalty: 11827.171875
	Iteration 36Q: 3 clusters Score -3068090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -3068105.250000 Penalty: 11827.171875
	Iteration 37Q: 3 clusters Score -3068105 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -3068119.250000 Penalty: 11827.171875
	Iteration 38Q: 3 clusters Score -3068119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3068127.250000 Penalty: 11827.171875
	Iteration 39Q: 3 clusters Score -3068127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3068151.500000 Penalty: 11827.171875
	Iteration 40F: 3 clusters Score -3068152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3068164.500000 Penalty: 11827.171875
	Iteration 41Q: 3 clusters Score -3068164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3068177.000000 Penalty: 11827.171875
	Iteration 42Q: 3 clusters Score -3068177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3068182.250000 Penalty: 11827.171875
	Iteration 43Q: 3 clusters Score -3068182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3068176.500000 Penalty: 11827.171875
	Iteration 44Q: 3 clusters Score -3068176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3068192.000000 Penalty: 11827.171875
	Iteration 45Q: 3 clusters Score -3068192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3068213.250000 Penalty: 11827.171875
	Iteration 46Q: 3 clusters Score -3068213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3068228.000000 Penalty: 11827.171875
	Iteration 47Q: 3 clusters Score -3068228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3068236.250000 Penalty: 11827.171875
	Iteration 48Q: 3 clusters Score -3068236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3068241.250000 Penalty: 11827.171875
	Iteration 49Q: 3 clusters Score -3068241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3068254.000000 Penalty: 11827.171875
	Iteration 50Q: 3 clusters Score -3068254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3068261.250000 Penalty: 11827.171875
	Iteration 51Q: 3 clusters Score -3068261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3068260.750000 Penalty: 11827.171875
	Iteration 52Q: 3 clusters Score -3068261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3068272.750000 Penalty: 11827.171875
	Iteration 53Q: 3 clusters Score -3068273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3068280.250000 Penalty: 11827.171875
	Iteration 54Q: 3 clusters Score -3068280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3068282.750000 Penalty: 11827.171875
	Iteration 55Q: 3 clusters Score -3068283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3068284.500000 Penalty: 11827.171875
	Iteration 56Q: 3 clusters Score -3068284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3068291.000000 Penalty: 11827.171875
	Iteration 57Q: 3 clusters Score -3068291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3068296.500000 Penalty: 11827.171875
	Iteration 58Q: 3 clusters Score -3068296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3068295.250000 Penalty: 11827.171875
	Iteration 59Q: 3 clusters Score -3068295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3068300.000000 Penalty: 11827.171875
	Iteration 60F: 3 clusters Score -3068300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3068300.000000 Penalty: 11827.171875
	Iteration 61Q: 3 clusters Score -3068300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3068297.250000 Penalty: 11827.171875
	Iteration 62Q: 3 clusters Score -3068297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3068300.500000 Penalty: 11827.171875
	Iteration 63Q: 3 clusters Score -3068300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3068307.000000 Penalty: 11827.171875
	Iteration 64Q: 3 clusters Score -3068307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3068312.750000 Penalty: 11827.171875
	Iteration 65Q: 3 clusters Score -3068313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3068311.250000 Penalty: 11827.171875
	Iteration 66Q: 3 clusters Score -3068311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3068317.500000 Penalty: 11827.171875
	Iteration 67Q: 3 clusters Score -3068318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3068322.500000 Penalty: 11827.171875
	Iteration 68Q: 3 clusters Score -3068322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3068320.500000 Penalty: 11827.171875
	Iteration 69Q: 3 clusters Score -3068320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3068316.750000 Penalty: 11827.171875
	Iteration 70Q: 3 clusters Score -3068317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3068315.250000 Penalty: 11827.171875
	Iteration 71Q: 3 clusters Score -3068315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3068317.250000 Penalty: 11827.171875
	Iteration 72Q: 3 clusters Score -3068317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3068320.250000 Penalty: 11827.171875
	Iteration 73Q: 3 clusters Score -3068320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3068322.750000 Penalty: 11827.171875
	Iteration 74Q: 3 clusters Score -3068323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3068322.750000 Penalty: 11827.171875
	Iteration 75F: 3 clusters Score -3068323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Entering Unmasked Estep 
Score: -2418820.000000 Penalty: 5762.577148
	Iteration 0F: 2 clusters Score -2418820 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 6121 members 
Entering Unmasked Estep 
Score: -2407209.250000 Penalty: 11525.154297
	Iteration 0F: 3 clusters Score -2407209 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2409734.000000 Penalty: 11525.154297
	Iteration 1F: 3 clusters Score -2409734 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2410196.750000 Penalty: 11525.154297
	Iteration 2F: 3 clusters Score -2410197 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2410543.500000 Penalty: 11525.154297
	Iteration 3Q: 3 clusters Score -2410544 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2410804.000000 Penalty: 11525.154297
	Iteration 4Q: 3 clusters Score -2410804 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2411042.500000 Penalty: 11525.154297
	Iteration 5Q: 3 clusters Score -2411042 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2411235.000000 Penalty: 11525.154297
	Iteration 6Q: 3 clusters Score -2411235 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2411416.750000 Penalty: 11525.154297
	Iteration 7Q: 3 clusters Score -2411417 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2411599.250000 Penalty: 11525.154297
	Iteration 8Q: 3 clusters Score -2411599 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2411776.500000 Penalty: 11525.154297
	Iteration 9Q: 3 clusters Score -2411776 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2411968.250000 Penalty: 11525.154297
	Iteration 10Q: 3 clusters Score -2411968 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2412141.000000 Penalty: 11525.154297
	Iteration 11Q: 3 clusters Score -2412141 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2412323.000000 Penalty: 11525.154297
	Iteration 12Q: 3 clusters Score -2412323 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2412502.000000 Penalty: 11525.154297
	Iteration 13Q: 3 clusters Score -2412502 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2412689.250000 Penalty: 11525.154297
	Iteration 14Q: 3 clusters Score -2412689 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2412873.500000 Penalty: 11525.154297
	Iteration 15Q: 3 clusters Score -2412874 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2413053.750000 Penalty: 11525.154297
	Iteration 16Q: 3 clusters Score -2413054 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2413203.750000 Penalty: 11525.154297
	Iteration 17Q: 3 clusters Score -2413204 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2413352.000000 Penalty: 11525.154297
	Iteration 18Q: 3 clusters Score -2413352 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2413474.500000 Penalty: 11525.154297
	Iteration 19Q: 3 clusters Score -2413474 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2413593.250000 Penalty: 11525.154297
	Iteration 20F: 3 clusters Score -2413593 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2413701.000000 Penalty: 11525.154297
	Iteration 21Q: 3 clusters Score -2413701 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2413789.750000 Penalty: 11525.154297
	Iteration 22Q: 3 clusters Score -2413790 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2413868.750000 Penalty: 11525.154297
	Iteration 23Q: 3 clusters Score -2413869 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2413932.750000 Penalty: 11525.154297
	Iteration 24Q: 3 clusters Score -2413933 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2413986.500000 Penalty: 11525.154297
	Iteration 25Q: 3 clusters Score -2413986 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2414027.250000 Penalty: 11525.154297
	Iteration 26Q: 3 clusters Score -2414027 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2414080.500000 Penalty: 11525.154297
	Iteration 27Q: 3 clusters Score -2414080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2414114.250000 Penalty: 11525.154297
	Iteration 28Q: 3 clusters Score -2414114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2414149.500000 Penalty: 11525.154297
	Iteration 29Q: 3 clusters Score -2414150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2414168.750000 Penalty: 11525.154297
	Iteration 30Q: 3 clusters Score -2414169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2414192.750000 Penalty: 11525.154297
	Iteration 31Q: 3 clusters Score -2414193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2414205.250000 Penalty: 11525.154297
	Iteration 32Q: 3 clusters Score -2414205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2414224.500000 Penalty: 11525.154297
	Iteration 33Q: 3 clusters Score -2414224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2414238.000000 Penalty: 11525.154297
	Iteration 34Q: 3 clusters Score -2414238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2414254.750000 Penalty: 11525.154297
	Iteration 35Q: 3 clusters Score -2414255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2414272.500000 Penalty: 11525.154297
	Iteration 36Q: 3 clusters Score -2414272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2414286.250000 Penalty: 11525.154297
	Iteration 37Q: 3 clusters Score -2414286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2414304.250000 Penalty: 11525.154297
	Iteration 38Q: 3 clusters Score -2414304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2414310.250000 Penalty: 11525.154297
	Iteration 39Q: 3 clusters Score -2414310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2414314.000000 Penalty: 11525.154297
	Iteration 40F: 3 clusters Score -2414314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2414315.500000 Penalty: 11525.154297
	Iteration 41Q: 3 clusters Score -2414316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2414335.750000 Penalty: 11525.154297
	Iteration 42Q: 3 clusters Score -2414336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2414334.250000 Penalty: 11525.154297
	Iteration 43Q: 3 clusters Score -2414334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2414349.250000 Penalty: 11525.154297
	Iteration 44Q: 3 clusters Score -2414349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2414350.000000 Penalty: 11525.154297
	Iteration 45Q: 3 clusters Score -2414350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2414359.750000 Penalty: 11525.154297
	Iteration 46Q: 3 clusters Score -2414360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2414374.250000 Penalty: 11525.154297
	Iteration 47Q: 3 clusters Score -2414374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2414371.250000 Penalty: 11525.154297
	Iteration 48Q: 3 clusters Score -2414371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2414372.000000 Penalty: 11525.154297
	Iteration 49Q: 3 clusters Score -2414372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2414384.000000 Penalty: 11525.154297
	Iteration 50Q: 3 clusters Score -2414384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2414384.750000 Penalty: 11525.154297
	Iteration 51Q: 3 clusters Score -2414385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2414385.500000 Penalty: 11525.154297
	Iteration 52Q: 3 clusters Score -2414386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2414388.250000 Penalty: 11525.154297
	Iteration 53Q: 3 clusters Score -2414388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2414391.750000 Penalty: 11525.154297
	Iteration 54Q: 3 clusters Score -2414392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2414398.250000 Penalty: 11525.154297
	Iteration 55Q: 3 clusters Score -2414398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2414397.500000 Penalty: 11525.154297
	Iteration 56Q: 3 clusters Score -2414398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2414398.000000 Penalty: 11525.154297
	Iteration 57Q: 3 clusters Score -2414398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2414398.000000 Penalty: 11525.154297
	Iteration 58F: 3 clusters Score -2414398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Entering Unmasked Estep 
Score: -1781826.250000 Penalty: 5582.894531
	Iteration 0F: 2 clusters Score -1781826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1772154.000000 Penalty: 11165.789062
	Iteration 0F: 3 clusters Score -1772154 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1774170.375000 Penalty: 11165.789062
	Iteration 1F: 3 clusters Score -1774170 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1774733.875000 Penalty: 11165.789062
	Iteration 2F: 3 clusters Score -1774734 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1775111.250000 Penalty: 11165.789062
	Iteration 3F: 3 clusters Score -1775111 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1775391.500000 Penalty: 11165.789062
	Iteration 4Q: 3 clusters Score -1775392 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1775599.250000 Penalty: 11165.789062
	Iteration 5Q: 3 clusters Score -1775599 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1775786.625000 Penalty: 11165.789062
	Iteration 6Q: 3 clusters Score -1775787 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1775967.250000 Penalty: 11165.789062
	Iteration 7Q: 3 clusters Score -1775967 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1776122.125000 Penalty: 11165.789062
	Iteration 8Q: 3 clusters Score -1776122 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1776264.625000 Penalty: 11165.789062
	Iteration 9Q: 3 clusters Score -1776265 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1776384.375000 Penalty: 11165.789062
	Iteration 10Q: 3 clusters Score -1776384 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1776472.250000 Penalty: 11165.789062
	Iteration 11Q: 3 clusters Score -1776472 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1776545.375000 Penalty: 11165.789062
	Iteration 12Q: 3 clusters Score -1776545 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1776604.000000 Penalty: 11165.789062
	Iteration 13Q: 3 clusters Score -1776604 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1776676.125000 Penalty: 11165.789062
	Iteration 14Q: 3 clusters Score -1776676 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1776730.750000 Penalty: 11165.789062
	Iteration 15Q: 3 clusters Score -1776731 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1776794.875000 Penalty: 11165.789062
	Iteration 16Q: 3 clusters Score -1776795 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1776855.500000 Penalty: 11165.789062
	Iteration 17Q: 3 clusters Score -1776856 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1776919.375000 Penalty: 11165.789062
	Iteration 18Q: 3 clusters Score -1776919 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1776971.000000 Penalty: 11165.789062
	Iteration 19Q: 3 clusters Score -1776971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1777008.875000 Penalty: 11165.789062
	Iteration 20F: 3 clusters Score -1777009 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1777054.000000 Penalty: 11165.789062
	Iteration 21Q: 3 clusters Score -1777054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1777116.250000 Penalty: 11165.789062
	Iteration 22Q: 3 clusters Score -1777116 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1777173.750000 Penalty: 11165.789062
	Iteration 23Q: 3 clusters Score -1777174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1777217.375000 Penalty: 11165.789062
	Iteration 24Q: 3 clusters Score -1777217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1777272.750000 Penalty: 11165.789062
	Iteration 25Q: 3 clusters Score -1777273 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1777322.250000 Penalty: 11165.789062
	Iteration 26Q: 3 clusters Score -1777322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1777388.625000 Penalty: 11165.789062
	Iteration 27Q: 3 clusters Score -1777389 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1777438.125000 Penalty: 11165.789062
	Iteration 28Q: 3 clusters Score -1777438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1777483.625000 Penalty: 11165.789062
	Iteration 29Q: 3 clusters Score -1777484 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1777525.500000 Penalty: 11165.789062
	Iteration 30Q: 3 clusters Score -1777526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1777569.625000 Penalty: 11165.789062
	Iteration 31Q: 3 clusters Score -1777570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1777622.875000 Penalty: 11165.789062
	Iteration 32Q: 3 clusters Score -1777623 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1777691.500000 Penalty: 11165.789062
	Iteration 33Q: 3 clusters Score -1777692 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1777754.875000 Penalty: 11165.789062
	Iteration 34Q: 3 clusters Score -1777755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1777807.625000 Penalty: 11165.789062
	Iteration 35Q: 3 clusters Score -1777808 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1777861.125000 Penalty: 11165.789062
	Iteration 36Q: 3 clusters Score -1777861 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1777924.500000 Penalty: 11165.789062
	Iteration 37Q: 3 clusters Score -1777924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1777983.875000 Penalty: 11165.789062
	Iteration 38Q: 3 clusters Score -1777984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1778042.875000 Penalty: 11165.789062
	Iteration 39Q: 3 clusters Score -1778043 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1778114.500000 Penalty: 11165.789062
	Iteration 40F: 3 clusters Score -1778114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1778172.875000 Penalty: 11165.789062
	Iteration 41Q: 3 clusters Score -1778173 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1778224.625000 Penalty: 11165.789062
	Iteration 42Q: 3 clusters Score -1778225 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1778274.250000 Penalty: 11165.789062
	Iteration 43Q: 3 clusters Score -1778274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1778321.875000 Penalty: 11165.789062
	Iteration 44Q: 3 clusters Score -1778322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1778358.875000 Penalty: 11165.789062
	Iteration 45Q: 3 clusters Score -1778359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1778382.625000 Penalty: 11165.789062
	Iteration 46Q: 3 clusters Score -1778383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1778419.375000 Penalty: 11165.789062
	Iteration 47Q: 3 clusters Score -1778419 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1778456.500000 Penalty: 11165.789062
	Iteration 48Q: 3 clusters Score -1778456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1778492.125000 Penalty: 11165.789062
	Iteration 49Q: 3 clusters Score -1778492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1778533.750000 Penalty: 11165.789062
	Iteration 50Q: 3 clusters Score -1778534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1778550.750000 Penalty: 11165.789062
	Iteration 51Q: 3 clusters Score -1778551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1778568.000000 Penalty: 11165.789062
	Iteration 52Q: 3 clusters Score -1778568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1778582.000000 Penalty: 11165.789062
	Iteration 53Q: 3 clusters Score -1778582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1778598.500000 Penalty: 11165.789062
	Iteration 54Q: 3 clusters Score -1778598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1778612.000000 Penalty: 11165.789062
	Iteration 55Q: 3 clusters Score -1778612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1778620.125000 Penalty: 11165.789062
	Iteration 56Q: 3 clusters Score -1778620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1778630.125000 Penalty: 11165.789062
	Iteration 57Q: 3 clusters Score -1778630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1778639.375000 Penalty: 11165.789062
	Iteration 58Q: 3 clusters Score -1778639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1778644.750000 Penalty: 11165.789062
	Iteration 59Q: 3 clusters Score -1778645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1778647.375000 Penalty: 11165.789062
	Iteration 60F: 3 clusters Score -1778647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Entering Unmasked Estep 
Score: -1545376.750000 Penalty: 5469.117188
	Iteration 0F: 2 clusters Score -1545377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1536717.500000 Penalty: 10938.234375
	Iteration 0F: 3 clusters Score -1536718 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1538363.625000 Penalty: 10938.234375
	Iteration 1F: 3 clusters Score -1538364 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1538760.000000 Penalty: 10938.234375
	Iteration 2F: 3 clusters Score -1538760 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1538975.500000 Penalty: 10938.234375
	Iteration 3Q: 3 clusters Score -1538976 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1539111.875000 Penalty: 10938.234375
	Iteration 4Q: 3 clusters Score -1539112 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1539215.125000 Penalty: 10938.234375
	Iteration 5Q: 3 clusters Score -1539215 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1539302.125000 Penalty: 10938.234375
	Iteration 6Q: 3 clusters Score -1539302 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1539362.875000 Penalty: 10938.234375
	Iteration 7Q: 3 clusters Score -1539363 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1539406.500000 Penalty: 10938.234375
	Iteration 8Q: 3 clusters Score -1539406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1539454.250000 Penalty: 10938.234375
	Iteration 9Q: 3 clusters Score -1539454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1539499.500000 Penalty: 10938.234375
	Iteration 10Q: 3 clusters Score -1539500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1539525.000000 Penalty: 10938.234375
	Iteration 11Q: 3 clusters Score -1539525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1539562.500000 Penalty: 10938.234375
	Iteration 12Q: 3 clusters Score -1539562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1539591.625000 Penalty: 10938.234375
	Iteration 13Q: 3 clusters Score -1539592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1539622.375000 Penalty: 10938.234375
	Iteration 14Q: 3 clusters Score -1539622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1539640.500000 Penalty: 10938.234375
	Iteration 15Q: 3 clusters Score -1539640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1539653.625000 Penalty: 10938.234375
	Iteration 16Q: 3 clusters Score -1539654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1539669.125000 Penalty: 10938.234375
	Iteration 17Q: 3 clusters Score -1539669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1539689.375000 Penalty: 10938.234375
	Iteration 18Q: 3 clusters Score -1539689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1539708.625000 Penalty: 10938.234375
	Iteration 19Q: 3 clusters Score -1539709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1539724.750000 Penalty: 10938.234375
	Iteration 20F: 3 clusters Score -1539725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1539737.750000 Penalty: 10938.234375
	Iteration 21Q: 3 clusters Score -1539738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1539745.875000 Penalty: 10938.234375
	Iteration 22Q: 3 clusters Score -1539746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1539761.875000 Penalty: 10938.234375
	Iteration 23Q: 3 clusters Score -1539762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1539765.125000 Penalty: 10938.234375
	Iteration 24Q: 3 clusters Score -1539765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1539767.875000 Penalty: 10938.234375
	Iteration 25Q: 3 clusters Score -1539768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1539777.250000 Penalty: 10938.234375
	Iteration 26Q: 3 clusters Score -1539777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1539784.500000 Penalty: 10938.234375
	Iteration 27Q: 3 clusters Score -1539784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1539794.750000 Penalty: 10938.234375
	Iteration 28Q: 3 clusters Score -1539795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1539808.500000 Penalty: 10938.234375
	Iteration 29Q: 3 clusters Score -1539808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1539820.750000 Penalty: 10938.234375
	Iteration 30Q: 3 clusters Score -1539821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1539839.875000 Penalty: 10938.234375
	Iteration 31Q: 3 clusters Score -1539840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1539857.625000 Penalty: 10938.234375
	Iteration 32Q: 3 clusters Score -1539858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1539871.500000 Penalty: 10938.234375
	Iteration 33Q: 3 clusters Score -1539872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1539883.500000 Penalty: 10938.234375
	Iteration 34Q: 3 clusters Score -1539884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1539889.625000 Penalty: 10938.234375
	Iteration 35Q: 3 clusters Score -1539890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1539906.875000 Penalty: 10938.234375
	Iteration 36Q: 3 clusters Score -1539907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1539919.875000 Penalty: 10938.234375
	Iteration 37Q: 3 clusters Score -1539920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1539934.750000 Penalty: 10938.234375
	Iteration 38Q: 3 clusters Score -1539935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1539944.125000 Penalty: 10938.234375
	Iteration 39Q: 3 clusters Score -1539944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1539958.250000 Penalty: 10938.234375
	Iteration 40F: 3 clusters Score -1539958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1539970.375000 Penalty: 10938.234375
	Iteration 41Q: 3 clusters Score -1539970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1539987.250000 Penalty: 10938.234375
	Iteration 42Q: 3 clusters Score -1539987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1539998.125000 Penalty: 10938.234375
	Iteration 43Q: 3 clusters Score -1539998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1540005.375000 Penalty: 10938.234375
	Iteration 44Q: 3 clusters Score -1540005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1540014.500000 Penalty: 10938.234375
	Iteration 45Q: 3 clusters Score -1540014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1540027.750000 Penalty: 10938.234375
	Iteration 46Q: 3 clusters Score -1540028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1540041.625000 Penalty: 10938.234375
	Iteration 47Q: 3 clusters Score -1540042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1540058.000000 Penalty: 10938.234375
	Iteration 48Q: 3 clusters Score -1540058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1540071.125000 Penalty: 10938.234375
	Iteration 49Q: 3 clusters Score -1540071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1540085.125000 Penalty: 10938.234375
	Iteration 50Q: 3 clusters Score -1540085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1540090.875000 Penalty: 10938.234375
	Iteration 51Q: 3 clusters Score -1540091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1540102.750000 Penalty: 10938.234375
	Iteration 52Q: 3 clusters Score -1540103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1540112.875000 Penalty: 10938.234375
	Iteration 53Q: 3 clusters Score -1540113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1540116.375000 Penalty: 10938.234375
	Iteration 54Q: 3 clusters Score -1540116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1540124.500000 Penalty: 10938.234375
	Iteration 55Q: 3 clusters Score -1540124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1540133.750000 Penalty: 10938.234375
	Iteration 56Q: 3 clusters Score -1540134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1540143.750000 Penalty: 10938.234375
	Iteration 57Q: 3 clusters Score -1540144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1540153.250000 Penalty: 10938.234375
	Iteration 58Q: 3 clusters Score -1540153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1540162.250000 Penalty: 10938.234375
	Iteration 59Q: 3 clusters Score -1540162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1540176.250000 Penalty: 10938.234375
	Iteration 60F: 3 clusters Score -1540176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1540186.625000 Penalty: 10938.234375
	Iteration 61Q: 3 clusters Score -1540187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1540193.000000 Penalty: 10938.234375
	Iteration 62Q: 3 clusters Score -1540193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1540195.625000 Penalty: 10938.234375
	Iteration 63Q: 3 clusters Score -1540196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1540201.375000 Penalty: 10938.234375
	Iteration 64Q: 3 clusters Score -1540201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1540206.500000 Penalty: 10938.234375
	Iteration 65Q: 3 clusters Score -1540206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1540210.875000 Penalty: 10938.234375
	Iteration 66Q: 3 clusters Score -1540211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1540219.500000 Penalty: 10938.234375
	Iteration 67Q: 3 clusters Score -1540220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1540226.375000 Penalty: 10938.234375
	Iteration 68Q: 3 clusters Score -1540226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1540230.000000 Penalty: 10938.234375
	Iteration 69Q: 3 clusters Score -1540230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1540234.500000 Penalty: 10938.234375
	Iteration 70Q: 3 clusters Score -1540234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1540239.750000 Penalty: 10938.234375
	Iteration 71Q: 3 clusters Score -1540240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1540239.500000 Penalty: 10938.234375
	Iteration 72Q: 3 clusters Score -1540240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1540247.125000 Penalty: 10938.234375
	Iteration 73Q: 3 clusters Score -1540247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1540253.250000 Penalty: 10938.234375
	Iteration 74Q: 3 clusters Score -1540253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1540252.125000 Penalty: 10938.234375
	Iteration 75Q: 3 clusters Score -1540252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1540253.500000 Penalty: 10938.234375
	Iteration 76Q: 3 clusters Score -1540254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1540263.000000 Penalty: 10938.234375
	Iteration 77Q: 3 clusters Score -1540263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1540267.000000 Penalty: 10938.234375
	Iteration 78Q: 3 clusters Score -1540267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1540270.625000 Penalty: 10938.234375
	Iteration 79Q: 3 clusters Score -1540271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1540271.375000 Penalty: 10938.234375
	Iteration 80F: 3 clusters Score -1540271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1540275.625000 Penalty: 10938.234375
	Iteration 81Q: 3 clusters Score -1540276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1540280.750000 Penalty: 10938.234375
	Iteration 82Q: 3 clusters Score -1540281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1540278.375000 Penalty: 10938.234375
	Iteration 83Q: 3 clusters Score -1540278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1540286.750000 Penalty: 10938.234375
	Iteration 84Q: 3 clusters Score -1540287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1540288.750000 Penalty: 10938.234375
	Iteration 85Q: 3 clusters Score -1540289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1540292.625000 Penalty: 10938.234375
	Iteration 86Q: 3 clusters Score -1540293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1540295.500000 Penalty: 10938.234375
	Iteration 87Q: 3 clusters Score -1540296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1540298.625000 Penalty: 10938.234375
	Iteration 88Q: 3 clusters Score -1540299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1540307.625000 Penalty: 10938.234375
	Iteration 89Q: 3 clusters Score -1540308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1540311.250000 Penalty: 10938.234375
	Iteration 90Q: 3 clusters Score -1540311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1540320.750000 Penalty: 10938.234375
	Iteration 91Q: 3 clusters Score -1540321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1540320.250000 Penalty: 10938.234375
	Iteration 92Q: 3 clusters Score -1540320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1540327.000000 Penalty: 10938.234375
	Iteration 93Q: 3 clusters Score -1540327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1540333.500000 Penalty: 10938.234375
	Iteration 94Q: 3 clusters Score -1540334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1540332.625000 Penalty: 10938.234375
	Iteration 95Q: 3 clusters Score -1540333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1540335.750000 Penalty: 10938.234375
	Iteration 96Q: 3 clusters Score -1540336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1540339.375000 Penalty: 10938.234375
	Iteration 97Q: 3 clusters Score -1540339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1540337.375000 Penalty: 10938.234375
	Iteration 98Q: 3 clusters Score -1540337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1540340.625000 Penalty: 10938.234375
	Iteration 99Q: 3 clusters Score -1540341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1540343.000000 Penalty: 10938.234375
	Iteration 100F: 3 clusters Score -1540343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1540345.125000 Penalty: 10938.234375
	Iteration 101Q: 3 clusters Score -1540345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1540345.250000 Penalty: 10938.234375
	Iteration 102Q: 3 clusters Score -1540345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1540348.750000 Penalty: 10938.234375
	Iteration 103Q: 3 clusters Score -1540349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1540348.625000 Penalty: 10938.234375
	Iteration 104Q: 3 clusters Score -1540349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1540348.625000 Penalty: 10938.234375
	Iteration 105F: 3 clusters Score -1540349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (87886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Entering Unmasked Estep 
Score: -18061692.000000 Penalty: 6972.574707
	Iteration 0F: 2 clusters Score -1.806169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -18001620.000000 Penalty: 13945.149414
	Iteration 0F: 3 clusters Score -1.800162e+07 nChanged 40046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -18023262.000000 Penalty: 13945.149414
	Iteration 1F: 3 clusters Score -1.802326e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -18024118.000000 Penalty: 13945.149414
	Iteration 2Q: 3 clusters Score -1.802412e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -18024938.000000 Penalty: 13945.149414
	Iteration 3Q: 3 clusters Score -1.802494e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -18025408.000000 Penalty: 13945.149414
	Iteration 4Q: 3 clusters Score -1.802541e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -18026022.000000 Penalty: 13945.149414
	Iteration 5Q: 3 clusters Score -1.802602e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -18026588.000000 Penalty: 13945.149414
	Iteration 6Q: 3 clusters Score -1.802659e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -18027088.000000 Penalty: 13945.149414
	Iteration 7Q: 3 clusters Score -1.802709e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -18027666.000000 Penalty: 13945.149414
	Iteration 8Q: 3 clusters Score -1.802767e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -18028310.000000 Penalty: 13945.149414
	Iteration 9Q: 3 clusters Score -1.802831e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -18029114.000000 Penalty: 13945.149414
	Iteration 10Q: 3 clusters Score -1.802911e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -18030066.000000 Penalty: 13945.149414
	Iteration 11Q: 3 clusters Score -1.803007e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -18031778.000000 Penalty: 13945.149414
	Iteration 12Q: 3 clusters Score -1.803178e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -18034342.000000 Penalty: 13945.149414
	Iteration 13Q: 3 clusters Score -1.803434e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -18037984.000000 Penalty: 13945.149414
	Iteration 14F: 3 clusters Score -1.803798e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -18042418.000000 Penalty: 13945.149414
	Iteration 15F: 3 clusters Score -1.804242e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -18046714.000000 Penalty: 13945.149414
	Iteration 16F: 3 clusters Score -1.804671e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -18050008.000000 Penalty: 13945.149414
	Iteration 17Q: 3 clusters Score -1.805001e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 83008 members 
Entering Unmasked Estep 
Score: -18052264.000000 Penalty: 13945.149414
	Iteration 18Q: 3 clusters Score -1.805226e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -18053600.000000 Penalty: 13945.149414
	Iteration 19Q: 3 clusters Score -1.80536e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -18054412.000000 Penalty: 13945.149414
	Iteration 20F: 3 clusters Score -1.805441e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -18054900.000000 Penalty: 13945.149414
	Iteration 21Q: 3 clusters Score -1.80549e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -18055154.000000 Penalty: 13945.149414
	Iteration 22Q: 3 clusters Score -1.805515e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -18055332.000000 Penalty: 13945.149414
	Iteration 23Q: 3 clusters Score -1.805533e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -18055422.000000 Penalty: 13945.149414
	Iteration 24Q: 3 clusters Score -1.805542e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -18055464.000000 Penalty: 13945.149414
	Iteration 25Q: 3 clusters Score -1.805546e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -18055526.000000 Penalty: 13945.149414
	Iteration 26Q: 3 clusters Score -1.805553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -18055544.000000 Penalty: 13945.149414
	Iteration 27Q: 3 clusters Score -1.805554e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
Score: -18055616.000000 Penalty: 13945.149414
	Iteration 28Q: 3 clusters Score -1.805562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -18055618.000000 Penalty: 13945.149414
	Iteration 29Q: 3 clusters Score -1.805562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -18055634.000000 Penalty: 13945.149414
	Iteration 30Q: 3 clusters Score -1.805563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 86944 members 
Entering Unmasked Estep 
Score: -18055638.000000 Penalty: 13945.149414
	Iteration 31Q: 3 clusters Score -1.805564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -18055658.000000 Penalty: 13945.149414
	Iteration 32Q: 3 clusters Score -1.805566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -18055642.000000 Penalty: 13945.149414
	Iteration 33Q: 3 clusters Score -1.805564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -18055666.000000 Penalty: 13945.149414
	Iteration 34Q: 3 clusters Score -1.805567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
Score: -18055660.000000 Penalty: 13945.149414
	Iteration 35Q: 3 clusters Score -1.805566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -18055660.000000 Penalty: 13945.149414
	Iteration 36Q: 3 clusters Score -1.805566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -18055674.000000 Penalty: 13945.149414
	Iteration 37Q: 3 clusters Score -1.805567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -18055662.000000 Penalty: 13945.149414
	Iteration 38Q: 3 clusters Score -1.805566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -18055678.000000 Penalty: 13945.149414
	Iteration 39Q: 3 clusters Score -1.805568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -18055670.000000 Penalty: 13945.149414
	Iteration 40F: 3 clusters Score -1.805567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -18055680.000000 Penalty: 13945.149414
	Iteration 41Q: 3 clusters Score -1.805568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -18055680.000000 Penalty: 13945.149414
	Iteration 42Q: 3 clusters Score -1.805568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -18055688.000000 Penalty: 13945.149414
	Iteration 43Q: 3 clusters Score -1.805569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -18055688.000000 Penalty: 13945.149414
	Iteration 44Q: 3 clusters Score -1.805569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -18055682.000000 Penalty: 13945.149414
	Iteration 45Q: 3 clusters Score -1.805568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -18055688.000000 Penalty: 13945.149414
	Iteration 46Q: 3 clusters Score -1.805569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 86982 members 
Entering Unmasked Estep 
Score: -18055676.000000 Penalty: 13945.149414
	Iteration 47Q: 3 clusters Score -1.805568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 86982 members 
Entering Unmasked Estep 
Score: -18055674.000000 Penalty: 13945.149414
	Iteration 48Q: 3 clusters Score -1.805567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -18055674.000000 Penalty: 13945.149414
	Iteration 49Q: 3 clusters Score -1.805567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -18055674.000000 Penalty: 13945.149414
	Iteration 50F: 3 clusters Score -1.805567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Entering Unmasked Estep 
Score: -2409737.250000 Penalty: 5762.677246
	Iteration 0F: 2 clusters Score -2409737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2398151.000000 Penalty: 11525.354492
	Iteration 0F: 3 clusters Score -2398151 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2400839.250000 Penalty: 11525.354492
	Iteration 1F: 3 clusters Score -2400839 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2401370.000000 Penalty: 11525.354492
	Iteration 2F: 3 clusters Score -2401370 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2401721.750000 Penalty: 11525.354492
	Iteration 3F: 3 clusters Score -2401722 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2401972.250000 Penalty: 11525.354492
	Iteration 4Q: 3 clusters Score -2401972 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2402165.000000 Penalty: 11525.354492
	Iteration 5Q: 3 clusters Score -2402165 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2402300.250000 Penalty: 11525.354492
	Iteration 6Q: 3 clusters Score -2402300 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2402427.500000 Penalty: 11525.354492
	Iteration 7Q: 3 clusters Score -2402428 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2402524.500000 Penalty: 11525.354492
	Iteration 8Q: 3 clusters Score -2402524 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2402611.750000 Penalty: 11525.354492
	Iteration 9Q: 3 clusters Score -2402612 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2402692.000000 Penalty: 11525.354492
	Iteration 10Q: 3 clusters Score -2402692 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2402765.500000 Penalty: 11525.354492
	Iteration 11Q: 3 clusters Score -2402766 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2402828.000000 Penalty: 11525.354492
	Iteration 12Q: 3 clusters Score -2402828 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2402888.750000 Penalty: 11525.354492
	Iteration 13Q: 3 clusters Score -2402889 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2402936.000000 Penalty: 11525.354492
	Iteration 14Q: 3 clusters Score -2402936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2402991.750000 Penalty: 11525.354492
	Iteration 15Q: 3 clusters Score -2402992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2403045.250000 Penalty: 11525.354492
	Iteration 16Q: 3 clusters Score -2403045 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2403096.500000 Penalty: 11525.354492
	Iteration 17Q: 3 clusters Score -2403096 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2403145.250000 Penalty: 11525.354492
	Iteration 18Q: 3 clusters Score -2403145 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2403197.000000 Penalty: 11525.354492
	Iteration 19Q: 3 clusters Score -2403197 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2403241.250000 Penalty: 11525.354492
	Iteration 20F: 3 clusters Score -2403241 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2403293.750000 Penalty: 11525.354492
	Iteration 21Q: 3 clusters Score -2403294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2403334.250000 Penalty: 11525.354492
	Iteration 22Q: 3 clusters Score -2403334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2403398.250000 Penalty: 11525.354492
	Iteration 23Q: 3 clusters Score -2403398 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2403471.500000 Penalty: 11525.354492
	Iteration 24Q: 3 clusters Score -2403472 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2403559.500000 Penalty: 11525.354492
	Iteration 25Q: 3 clusters Score -2403560 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2403637.750000 Penalty: 11525.354492
	Iteration 26Q: 3 clusters Score -2403638 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2403715.500000 Penalty: 11525.354492
	Iteration 27Q: 3 clusters Score -2403716 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2403793.500000 Penalty: 11525.354492
	Iteration 28Q: 3 clusters Score -2403794 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2403869.000000 Penalty: 11525.354492
	Iteration 29Q: 3 clusters Score -2403869 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2403958.750000 Penalty: 11525.354492
	Iteration 30Q: 3 clusters Score -2403959 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2404068.250000 Penalty: 11525.354492
	Iteration 31Q: 3 clusters Score -2404068 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2404188.250000 Penalty: 11525.354492
	Iteration 32Q: 3 clusters Score -2404188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2404307.250000 Penalty: 11525.354492
	Iteration 33Q: 3 clusters Score -2404307 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2404383.750000 Penalty: 11525.354492
	Iteration 34Q: 3 clusters Score -2404384 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2404480.750000 Penalty: 11525.354492
	Iteration 35Q: 3 clusters Score -2404481 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2404564.500000 Penalty: 11525.354492
	Iteration 36Q: 3 clusters Score -2404564 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2404650.250000 Penalty: 11525.354492
	Iteration 37Q: 3 clusters Score -2404650 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2404742.000000 Penalty: 11525.354492
	Iteration 38Q: 3 clusters Score -2404742 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2404802.500000 Penalty: 11525.354492
	Iteration 39Q: 3 clusters Score -2404802 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2404863.750000 Penalty: 11525.354492
	Iteration 40F: 3 clusters Score -2404864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2404928.250000 Penalty: 11525.354492
	Iteration 41Q: 3 clusters Score -2404928 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2405007.250000 Penalty: 11525.354492
	Iteration 42Q: 3 clusters Score -2405007 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2405092.250000 Penalty: 11525.354492
	Iteration 43Q: 3 clusters Score -2405092 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2405186.250000 Penalty: 11525.354492
	Iteration 44Q: 3 clusters Score -2405186 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2405334.250000 Penalty: 11525.354492
	Iteration 45Q: 3 clusters Score -2405334 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2405532.750000 Penalty: 11525.354492
	Iteration 46Q: 3 clusters Score -2405533 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2405697.000000 Penalty: 11525.354492
	Iteration 47Q: 3 clusters Score -2405697 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2405815.000000 Penalty: 11525.354492
	Iteration 48Q: 3 clusters Score -2405815 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2405902.750000 Penalty: 11525.354492
	Iteration 49Q: 3 clusters Score -2405903 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2405981.250000 Penalty: 11525.354492
	Iteration 50Q: 3 clusters Score -2405981 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2406067.250000 Penalty: 11525.354492
	Iteration 51Q: 3 clusters Score -2406067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2406116.000000 Penalty: 11525.354492
	Iteration 52Q: 3 clusters Score -2406116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2406156.500000 Penalty: 11525.354492
	Iteration 53Q: 3 clusters Score -2406156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2406200.250000 Penalty: 11525.354492
	Iteration 54Q: 3 clusters Score -2406200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2406233.500000 Penalty: 11525.354492
	Iteration 55Q: 3 clusters Score -2406234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2406253.750000 Penalty: 11525.354492
	Iteration 56Q: 3 clusters Score -2406254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2406266.500000 Penalty: 11525.354492
	Iteration 57Q: 3 clusters Score -2406266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2406270.750000 Penalty: 11525.354492
	Iteration 58Q: 3 clusters Score -2406271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2406283.250000 Penalty: 11525.354492
	Iteration 59Q: 3 clusters Score -2406283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2406292.250000 Penalty: 11525.354492
	Iteration 60F: 3 clusters Score -2406292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2406304.000000 Penalty: 11525.354492
	Iteration 61Q: 3 clusters Score -2406304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2406310.750000 Penalty: 11525.354492
	Iteration 62Q: 3 clusters Score -2406311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2406315.250000 Penalty: 11525.354492
	Iteration 63Q: 3 clusters Score -2406315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2406319.250000 Penalty: 11525.354492
	Iteration 64Q: 3 clusters Score -2406319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2406323.500000 Penalty: 11525.354492
	Iteration 65Q: 3 clusters Score -2406324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2406322.500000 Penalty: 11525.354492
	Iteration 66Q: 3 clusters Score -2406322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2406325.250000 Penalty: 11525.354492
	Iteration 67Q: 3 clusters Score -2406325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2406326.750000 Penalty: 11525.354492
	Iteration 68Q: 3 clusters Score -2406327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2406325.000000 Penalty: 11525.354492
	Iteration 69Q: 3 clusters Score -2406325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2406328.250000 Penalty: 11525.354492
	Iteration 70Q: 3 clusters Score -2406328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2406322.500000 Penalty: 11525.354492
	Iteration 71Q: 3 clusters Score -2406322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2406322.500000 Penalty: 11525.354492
	Iteration 72F: 3 clusters Score -2406322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Entering Unmasked Estep 
Score: -2596370.250000 Penalty: 5794.684570
	Iteration 0F: 2 clusters Score -2596370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2584476.500000 Penalty: 11589.369141
	Iteration 0F: 3 clusters Score -2584476 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2587493.500000 Penalty: 11589.369141
	Iteration 1F: 3 clusters Score -2587494 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2588401.750000 Penalty: 11589.369141
	Iteration 2F: 3 clusters Score -2588402 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2589228.000000 Penalty: 11589.369141
	Iteration 3F: 3 clusters Score -2589228 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2589972.000000 Penalty: 11589.369141
	Iteration 4F: 3 clusters Score -2589972 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2590695.750000 Penalty: 11589.369141
	Iteration 5F: 3 clusters Score -2590696 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2591323.750000 Penalty: 11589.369141
	Iteration 6F: 3 clusters Score -2591324 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2591928.000000 Penalty: 11589.369141
	Iteration 7F: 3 clusters Score -2591928 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2592407.500000 Penalty: 11589.369141
	Iteration 8Q: 3 clusters Score -2592408 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2592750.250000 Penalty: 11589.369141
	Iteration 9Q: 3 clusters Score -2592750 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2593022.500000 Penalty: 11589.369141
	Iteration 10Q: 3 clusters Score -2593022 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2593222.500000 Penalty: 11589.369141
	Iteration 11Q: 3 clusters Score -2593222 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2593355.750000 Penalty: 11589.369141
	Iteration 12Q: 3 clusters Score -2593356 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2593464.750000 Penalty: 11589.369141
	Iteration 13Q: 3 clusters Score -2593465 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2593529.750000 Penalty: 11589.369141
	Iteration 14Q: 3 clusters Score -2593530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2593570.000000 Penalty: 11589.369141
	Iteration 15Q: 3 clusters Score -2593570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2593592.000000 Penalty: 11589.369141
	Iteration 16Q: 3 clusters Score -2593592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2593606.750000 Penalty: 11589.369141
	Iteration 17Q: 3 clusters Score -2593607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2593620.500000 Penalty: 11589.369141
	Iteration 18Q: 3 clusters Score -2593620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2593629.750000 Penalty: 11589.369141
	Iteration 19Q: 3 clusters Score -2593630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2593638.000000 Penalty: 11589.369141
	Iteration 20F: 3 clusters Score -2593638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2593647.500000 Penalty: 11589.369141
	Iteration 21Q: 3 clusters Score -2593648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2593652.000000 Penalty: 11589.369141
	Iteration 22Q: 3 clusters Score -2593652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2593651.750000 Penalty: 11589.369141
	Iteration 23Q: 3 clusters Score -2593652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2593651.250000 Penalty: 11589.369141
	Iteration 24Q: 3 clusters Score -2593651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2593653.000000 Penalty: 11589.369141
	Iteration 25Q: 3 clusters Score -2593653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2593651.500000 Penalty: 11589.369141
	Iteration 26Q: 3 clusters Score -2593652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2593654.250000 Penalty: 11589.369141
	Iteration 27Q: 3 clusters Score -2593654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2593662.000000 Penalty: 11589.369141
	Iteration 28Q: 3 clusters Score -2593662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2593660.250000 Penalty: 11589.369141
	Iteration 29Q: 3 clusters Score -2593660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2593661.250000 Penalty: 11589.369141
	Iteration 30Q: 3 clusters Score -2593661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2593665.500000 Penalty: 11589.369141
	Iteration 31Q: 3 clusters Score -2593666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2593666.250000 Penalty: 11589.369141
	Iteration 32Q: 3 clusters Score -2593666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2593668.250000 Penalty: 11589.369141
	Iteration 33Q: 3 clusters Score -2593668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2593668.250000 Penalty: 11589.369141
	Iteration 34Q: 3 clusters Score -2593668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2593669.500000 Penalty: 11589.369141
	Iteration 35Q: 3 clusters Score -2593670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2593670.500000 Penalty: 11589.369141
	Iteration 36Q: 3 clusters Score -2593670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2593675.250000 Penalty: 11589.369141
	Iteration 37Q: 3 clusters Score -2593675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2593675.750000 Penalty: 11589.369141
	Iteration 38Q: 3 clusters Score -2593676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2593677.250000 Penalty: 11589.369141
	Iteration 39Q: 3 clusters Score -2593677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2593677.750000 Penalty: 11589.369141
	Iteration 40F: 3 clusters Score -2593678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2593680.250000 Penalty: 11589.369141
	Iteration 41Q: 3 clusters Score -2593680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2593679.000000 Penalty: 11589.369141
	Iteration 42Q: 3 clusters Score -2593679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2593681.000000 Penalty: 11589.369141
	Iteration 43Q: 3 clusters Score -2593681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2593681.500000 Penalty: 11589.369141
	Iteration 44Q: 3 clusters Score -2593682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2593682.000000 Penalty: 11589.369141
	Iteration 45Q: 3 clusters Score -2593682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2593683.750000 Penalty: 11589.369141
	Iteration 46Q: 3 clusters Score -2593684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2593686.500000 Penalty: 11589.369141
	Iteration 47Q: 3 clusters Score -2593686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2593687.000000 Penalty: 11589.369141
	Iteration 48Q: 3 clusters Score -2593687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2593688.000000 Penalty: 11589.369141
	Iteration 49Q: 3 clusters Score -2593688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2593688.000000 Penalty: 11589.369141
	Iteration 50F: 3 clusters Score -2593688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -126314.664062 Penalty: 4027.233887
	Iteration 0F: 2 clusters Score -126314.7 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 357 members 
Entering Unmasked Estep 
Score: -122642.453125 Penalty: 8054.467773
	Iteration 0F: 3 clusters Score -122642.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -122943.578125 Penalty: 8054.467773
	Iteration 1F: 3 clusters Score -122943.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -123061.304688 Penalty: 8054.467773
	Iteration 2Q: 3 clusters Score -123061.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123110.328125 Penalty: 8054.467773
	Iteration 3Q: 3 clusters Score -123110.3 nChanged 3
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: -123125.007812 Penalty: 8054.467773
	Iteration 4Q: 3 clusters Score -123125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -123127.546875 Penalty: 8054.467773
	Iteration 5Q: 3 clusters Score -123127.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -123132.171875 Penalty: 8054.467773
	Iteration 6Q: 3 clusters Score -123132.2 nChanged 1
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: -123134.539062 Penalty: 8054.467773
	Iteration 7Q: 3 clusters Score -123134.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123139.539062 Penalty: 8054.467773
	Iteration 8Q: 3 clusters Score -123139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123139.539062 Penalty: 8054.467773
	Iteration 9F: 3 clusters Score -123139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Entering Unmasked Estep 
Score: -4487762.500000 Penalty: 6111.946777
	Iteration 0F: 2 clusters Score -4487762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4470341.000000 Penalty: 12223.893555
	Iteration 0F: 3 clusters Score -4470341 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4474963.500000 Penalty: 12223.893555
	Iteration 1F: 3 clusters Score -4474964 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4475577.000000 Penalty: 12223.893555
	Iteration 2F: 3 clusters Score -4475577 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -4475989.000000 Penalty: 12223.893555
	Iteration 3Q: 3 clusters Score -4475989 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -4476268.000000 Penalty: 12223.893555
	Iteration 4Q: 3 clusters Score -4476268 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -4476465.500000 Penalty: 12223.893555
	Iteration 5Q: 3 clusters Score -4476466 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -4476614.000000 Penalty: 12223.893555
	Iteration 6Q: 3 clusters Score -4476614 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4476775.500000 Penalty: 12223.893555
	Iteration 7Q: 3 clusters Score -4476776 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4476903.000000 Penalty: 12223.893555
	Iteration 8Q: 3 clusters Score -4476903 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -4477019.500000 Penalty: 12223.893555
	Iteration 9Q: 3 clusters Score -4477020 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -4477158.000000 Penalty: 12223.893555
	Iteration 10Q: 3 clusters Score -4477158 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -4477280.500000 Penalty: 12223.893555
	Iteration 11Q: 3 clusters Score -4477280 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4477412.000000 Penalty: 12223.893555
	Iteration 12Q: 3 clusters Score -4477412 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4477551.500000 Penalty: 12223.893555
	Iteration 13Q: 3 clusters Score -4477552 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -4477727.000000 Penalty: 12223.893555
	Iteration 14Q: 3 clusters Score -4477727 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -4477916.000000 Penalty: 12223.893555
	Iteration 15Q: 3 clusters Score -4477916 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -4478114.500000 Penalty: 12223.893555
	Iteration 16Q: 3 clusters Score -4478114 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -4478360.000000 Penalty: 12223.893555
	Iteration 17Q: 3 clusters Score -4478360 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4478617.000000 Penalty: 12223.893555
	Iteration 18Q: 3 clusters Score -4478617 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -4478878.500000 Penalty: 12223.893555
	Iteration 19Q: 3 clusters Score -4478878 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4479243.500000 Penalty: 12223.893555
	Iteration 20F: 3 clusters Score -4479244 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4479585.500000 Penalty: 12223.893555
	Iteration 21Q: 3 clusters Score -4479586 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4479976.000000 Penalty: 12223.893555
	Iteration 22Q: 3 clusters Score -4479976 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4480396.500000 Penalty: 12223.893555
	Iteration 23Q: 3 clusters Score -4480396 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4480801.000000 Penalty: 12223.893555
	Iteration 24Q: 3 clusters Score -4480801 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4481131.000000 Penalty: 12223.893555
	Iteration 25Q: 3 clusters Score -4481131 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4481438.500000 Penalty: 12223.893555
	Iteration 26Q: 3 clusters Score -4481438 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4481658.000000 Penalty: 12223.893555
	Iteration 27Q: 3 clusters Score -4481658 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4481875.500000 Penalty: 12223.893555
	Iteration 28Q: 3 clusters Score -4481876 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4482030.500000 Penalty: 12223.893555
	Iteration 29Q: 3 clusters Score -4482030 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4482151.500000 Penalty: 12223.893555
	Iteration 30Q: 3 clusters Score -4482152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4482225.000000 Penalty: 12223.893555
	Iteration 31Q: 3 clusters Score -4482225 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4482294.000000 Penalty: 12223.893555
	Iteration 32Q: 3 clusters Score -4482294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4482326.000000 Penalty: 12223.893555
	Iteration 33Q: 3 clusters Score -4482326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4482351.500000 Penalty: 12223.893555
	Iteration 34Q: 3 clusters Score -4482352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4482370.500000 Penalty: 12223.893555
	Iteration 35Q: 3 clusters Score -4482370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4482393.500000 Penalty: 12223.893555
	Iteration 36Q: 3 clusters Score -4482394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4482403.500000 Penalty: 12223.893555
	Iteration 37Q: 3 clusters Score -4482404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4482418.500000 Penalty: 12223.893555
	Iteration 38Q: 3 clusters Score -4482418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4482419.500000 Penalty: 12223.893555
	Iteration 39Q: 3 clusters Score -4482420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4482435.500000 Penalty: 12223.893555
	Iteration 40F: 3 clusters Score -4482436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4482444.000000 Penalty: 12223.893555
	Iteration 41Q: 3 clusters Score -4482444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4482450.000000 Penalty: 12223.893555
	Iteration 42Q: 3 clusters Score -4482450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4482451.500000 Penalty: 12223.893555
	Iteration 43Q: 3 clusters Score -4482452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4482451.500000 Penalty: 12223.893555
	Iteration 44Q: 3 clusters Score -4482452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4482454.500000 Penalty: 12223.893555
	Iteration 45Q: 3 clusters Score -4482454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4482461.000000 Penalty: 12223.893555
	Iteration 46Q: 3 clusters Score -4482461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4482464.000000 Penalty: 12223.893555
	Iteration 47Q: 3 clusters Score -4482464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4482464.500000 Penalty: 12223.893555
	Iteration 48Q: 3 clusters Score -4482464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4482465.000000 Penalty: 12223.893555
	Iteration 49Q: 3 clusters Score -4482465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4482466.000000 Penalty: 12223.893555
	Iteration 50Q: 3 clusters Score -4482466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4482466.500000 Penalty: 12223.893555
	Iteration 51Q: 3 clusters Score -4482466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4482471.500000 Penalty: 12223.893555
	Iteration 52Q: 3 clusters Score -4482472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4482477.000000 Penalty: 12223.893555
	Iteration 53Q: 3 clusters Score -4482477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4482482.000000 Penalty: 12223.893555
	Iteration 54Q: 3 clusters Score -4482482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4482481.000000 Penalty: 12223.893555
	Iteration 55Q: 3 clusters Score -4482481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4482481.000000 Penalty: 12223.893555
	Iteration 56F: 3 clusters Score -4482481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Entering Unmasked Estep 
Score: -3390778.500000 Penalty: 5944.409180
	Iteration 0F: 2 clusters Score -3390778 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 8218 members 
Entering Unmasked Estep 
Score: -3376577.000000 Penalty: 11888.818359
	Iteration 0F: 3 clusters Score -3376577 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3380273.500000 Penalty: 11888.818359
	Iteration 1F: 3 clusters Score -3380274 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3380945.500000 Penalty: 11888.818359
	Iteration 2F: 3 clusters Score -3380946 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3381458.750000 Penalty: 11888.818359
	Iteration 3F: 3 clusters Score -3381459 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3381873.000000 Penalty: 11888.818359
	Iteration 4Q: 3 clusters Score -3381873 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3382224.000000 Penalty: 11888.818359
	Iteration 5Q: 3 clusters Score -3382224 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -3382544.500000 Penalty: 11888.818359
	Iteration 6Q: 3 clusters Score -3382544 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3382864.000000 Penalty: 11888.818359
	Iteration 7Q: 3 clusters Score -3382864 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3383147.250000 Penalty: 11888.818359
	Iteration 8Q: 3 clusters Score -3383147 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3383392.750000 Penalty: 11888.818359
	Iteration 9Q: 3 clusters Score -3383393 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -3383627.250000 Penalty: 11888.818359
	Iteration 10Q: 3 clusters Score -3383627 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3383848.500000 Penalty: 11888.818359
	Iteration 11Q: 3 clusters Score -3383848 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3384069.500000 Penalty: 11888.818359
	Iteration 12Q: 3 clusters Score -3384070 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3384271.250000 Penalty: 11888.818359
	Iteration 13Q: 3 clusters Score -3384271 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3384506.250000 Penalty: 11888.818359
	Iteration 14Q: 3 clusters Score -3384506 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3384701.500000 Penalty: 11888.818359
	Iteration 15Q: 3 clusters Score -3384702 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3384872.750000 Penalty: 11888.818359
	Iteration 16Q: 3 clusters Score -3384873 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3385002.000000 Penalty: 11888.818359
	Iteration 17Q: 3 clusters Score -3385002 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3385117.750000 Penalty: 11888.818359
	Iteration 18Q: 3 clusters Score -3385118 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3385264.500000 Penalty: 11888.818359
	Iteration 19Q: 3 clusters Score -3385264 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3385403.000000 Penalty: 11888.818359
	Iteration 20F: 3 clusters Score -3385403 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3385577.000000 Penalty: 11888.818359
	Iteration 21Q: 3 clusters Score -3385577 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3385704.000000 Penalty: 11888.818359
	Iteration 22Q: 3 clusters Score -3385704 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3385842.250000 Penalty: 11888.818359
	Iteration 23Q: 3 clusters Score -3385842 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3385999.000000 Penalty: 11888.818359
	Iteration 24Q: 3 clusters Score -3385999 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3386164.500000 Penalty: 11888.818359
	Iteration 25Q: 3 clusters Score -3386164 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3386325.750000 Penalty: 11888.818359
	Iteration 26Q: 3 clusters Score -3386326 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3386473.750000 Penalty: 11888.818359
	Iteration 27Q: 3 clusters Score -3386474 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3386596.000000 Penalty: 11888.818359
	Iteration 28Q: 3 clusters Score -3386596 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3386666.500000 Penalty: 11888.818359
	Iteration 29Q: 3 clusters Score -3386666 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3386728.000000 Penalty: 11888.818359
	Iteration 30Q: 3 clusters Score -3386728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3386749.000000 Penalty: 11888.818359
	Iteration 31Q: 3 clusters Score -3386749 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -3386783.000000 Penalty: 11888.818359
	Iteration 32Q: 3 clusters Score -3386783 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3386812.000000 Penalty: 11888.818359
	Iteration 33Q: 3 clusters Score -3386812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3386844.000000 Penalty: 11888.818359
	Iteration 34Q: 3 clusters Score -3386844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3386849.250000 Penalty: 11888.818359
	Iteration 35Q: 3 clusters Score -3386849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3386851.250000 Penalty: 11888.818359
	Iteration 36Q: 3 clusters Score -3386851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3386875.500000 Penalty: 11888.818359
	Iteration 37Q: 3 clusters Score -3386876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3386894.750000 Penalty: 11888.818359
	Iteration 38Q: 3 clusters Score -3386895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3386912.000000 Penalty: 11888.818359
	Iteration 39Q: 3 clusters Score -3386912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3386938.250000 Penalty: 11888.818359
	Iteration 40F: 3 clusters Score -3386938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3386950.500000 Penalty: 11888.818359
	Iteration 41Q: 3 clusters Score -3386950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3386985.750000 Penalty: 11888.818359
	Iteration 42Q: 3 clusters Score -3386986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3387014.000000 Penalty: 11888.818359
	Iteration 43Q: 3 clusters Score -3387014 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3387039.750000 Penalty: 11888.818359
	Iteration 44Q: 3 clusters Score -3387040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3387063.500000 Penalty: 11888.818359
	Iteration 45Q: 3 clusters Score -3387064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3387080.000000 Penalty: 11888.818359
	Iteration 46Q: 3 clusters Score -3387080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3387096.500000 Penalty: 11888.818359
	Iteration 47Q: 3 clusters Score -3387096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3387104.250000 Penalty: 11888.818359
	Iteration 48Q: 3 clusters Score -3387104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3387109.750000 Penalty: 11888.818359
	Iteration 49Q: 3 clusters Score -3387110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -3387115.250000 Penalty: 11888.818359
	Iteration 50Q: 3 clusters Score -3387115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3387123.250000 Penalty: 11888.818359
	Iteration 51Q: 3 clusters Score -3387123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3387130.750000 Penalty: 11888.818359
	Iteration 52Q: 3 clusters Score -3387131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3387133.750000 Penalty: 11888.818359
	Iteration 53Q: 3 clusters Score -3387134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3387150.250000 Penalty: 11888.818359
	Iteration 54Q: 3 clusters Score -3387150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3387147.000000 Penalty: 11888.818359
	Iteration 55Q: 3 clusters Score -3387147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3387152.250000 Penalty: 11888.818359
	Iteration 56Q: 3 clusters Score -3387152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3387156.000000 Penalty: 11888.818359
	Iteration 57Q: 3 clusters Score -3387156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3387153.250000 Penalty: 11888.818359
	Iteration 58Q: 3 clusters Score -3387153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3387160.250000 Penalty: 11888.818359
	Iteration 59Q: 3 clusters Score -3387160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3387165.000000 Penalty: 11888.818359
	Iteration 60F: 3 clusters Score -3387165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3387162.000000 Penalty: 11888.818359
	Iteration 61Q: 3 clusters Score -3387162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3387164.000000 Penalty: 11888.818359
	Iteration 62Q: 3 clusters Score -3387164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3387164.000000 Penalty: 11888.818359
	Iteration 63Q: 3 clusters Score -3387164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3387165.500000 Penalty: 11888.818359
	Iteration 64Q: 3 clusters Score -3387166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3387165.500000 Penalty: 11888.818359
	Iteration 65F: 3 clusters Score -3387166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Entering Unmasked Estep 
Score: -4907146.500000 Penalty: 6170.757324
	Iteration 0F: 2 clusters Score -4907146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -4888184.500000 Penalty: 12341.514648
	Iteration 0F: 3 clusters Score -4888184 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4893429.500000 Penalty: 12341.514648
	Iteration 1F: 3 clusters Score -4893430 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4894125.000000 Penalty: 12341.514648
	Iteration 2F: 3 clusters Score -4894125 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4894607.500000 Penalty: 12341.514648
	Iteration 3Q: 3 clusters Score -4894608 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4894980.000000 Penalty: 12341.514648
	Iteration 4Q: 3 clusters Score -4894980 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -4895252.000000 Penalty: 12341.514648
	Iteration 5Q: 3 clusters Score -4895252 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4895462.000000 Penalty: 12341.514648
	Iteration 6Q: 3 clusters Score -4895462 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4895653.000000 Penalty: 12341.514648
	Iteration 7Q: 3 clusters Score -4895653 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -4895826.500000 Penalty: 12341.514648
	Iteration 8Q: 3 clusters Score -4895826 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -4895940.000000 Penalty: 12341.514648
	Iteration 9Q: 3 clusters Score -4895940 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4896064.500000 Penalty: 12341.514648
	Iteration 10Q: 3 clusters Score -4896064 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -4896149.500000 Penalty: 12341.514648
	Iteration 11Q: 3 clusters Score -4896150 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4896279.500000 Penalty: 12341.514648
	Iteration 12Q: 3 clusters Score -4896280 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -4896369.000000 Penalty: 12341.514648
	Iteration 13Q: 3 clusters Score -4896369 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4896485.500000 Penalty: 12341.514648
	Iteration 14Q: 3 clusters Score -4896486 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4896628.000000 Penalty: 12341.514648
	Iteration 15Q: 3 clusters Score -4896628 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -4896810.000000 Penalty: 12341.514648
	Iteration 16Q: 3 clusters Score -4896810 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -4897009.000000 Penalty: 12341.514648
	Iteration 17Q: 3 clusters Score -4897009 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -4897235.000000 Penalty: 12341.514648
	Iteration 18Q: 3 clusters Score -4897235 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -4897497.500000 Penalty: 12341.514648
	Iteration 19Q: 3 clusters Score -4897498 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -4897767.000000 Penalty: 12341.514648
	Iteration 20F: 3 clusters Score -4897767 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -4898054.000000 Penalty: 12341.514648
	Iteration 21Q: 3 clusters Score -4898054 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4898366.500000 Penalty: 12341.514648
	Iteration 22Q: 3 clusters Score -4898366 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -4898733.500000 Penalty: 12341.514648
	Iteration 23Q: 3 clusters Score -4898734 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -4899160.000000 Penalty: 12341.514648
	Iteration 24Q: 3 clusters Score -4899160 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -4899642.500000 Penalty: 12341.514648
	Iteration 25Q: 3 clusters Score -4899642 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -4900089.500000 Penalty: 12341.514648
	Iteration 26Q: 3 clusters Score -4900090 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -4900427.000000 Penalty: 12341.514648
	Iteration 27Q: 3 clusters Score -4900427 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4900714.500000 Penalty: 12341.514648
	Iteration 28Q: 3 clusters Score -4900714 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4900917.500000 Penalty: 12341.514648
	Iteration 29Q: 3 clusters Score -4900918 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4901069.000000 Penalty: 12341.514648
	Iteration 30Q: 3 clusters Score -4901069 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4901174.500000 Penalty: 12341.514648
	Iteration 31Q: 3 clusters Score -4901174 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4901258.000000 Penalty: 12341.514648
	Iteration 32Q: 3 clusters Score -4901258 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4901327.500000 Penalty: 12341.514648
	Iteration 33Q: 3 clusters Score -4901328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4901376.500000 Penalty: 12341.514648
	Iteration 34Q: 3 clusters Score -4901376 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4901422.000000 Penalty: 12341.514648
	Iteration 35Q: 3 clusters Score -4901422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4901470.500000 Penalty: 12341.514648
	Iteration 36Q: 3 clusters Score -4901470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4901486.500000 Penalty: 12341.514648
	Iteration 37Q: 3 clusters Score -4901486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4901524.000000 Penalty: 12341.514648
	Iteration 38Q: 3 clusters Score -4901524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4901554.000000 Penalty: 12341.514648
	Iteration 39Q: 3 clusters Score -4901554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4901571.500000 Penalty: 12341.514648
	Iteration 40F: 3 clusters Score -4901572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4901603.000000 Penalty: 12341.514648
	Iteration 41Q: 3 clusters Score -4901603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4901621.500000 Penalty: 12341.514648
	Iteration 42Q: 3 clusters Score -4901622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4901624.000000 Penalty: 12341.514648
	Iteration 43Q: 3 clusters Score -4901624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4901647.500000 Penalty: 12341.514648
	Iteration 44Q: 3 clusters Score -4901648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4901653.500000 Penalty: 12341.514648
	Iteration 45Q: 3 clusters Score -4901654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4901666.000000 Penalty: 12341.514648
	Iteration 46Q: 3 clusters Score -4901666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4901685.000000 Penalty: 12341.514648
	Iteration 47Q: 3 clusters Score -4901685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4901697.500000 Penalty: 12341.514648
	Iteration 48Q: 3 clusters Score -4901698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4901705.000000 Penalty: 12341.514648
	Iteration 49Q: 3 clusters Score -4901705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4901720.000000 Penalty: 12341.514648
	Iteration 50Q: 3 clusters Score -4901720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4901721.000000 Penalty: 12341.514648
	Iteration 51Q: 3 clusters Score -4901721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4901737.500000 Penalty: 12341.514648
	Iteration 52Q: 3 clusters Score -4901738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4901735.000000 Penalty: 12341.514648
	Iteration 53Q: 3 clusters Score -4901735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4901750.500000 Penalty: 12341.514648
	Iteration 54Q: 3 clusters Score -4901750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4901765.500000 Penalty: 12341.514648
	Iteration 55Q: 3 clusters Score -4901766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4901779.500000 Penalty: 12341.514648
	Iteration 56Q: 3 clusters Score -4901780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4901771.500000 Penalty: 12341.514648
	Iteration 57Q: 3 clusters Score -4901772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4901773.500000 Penalty: 12341.514648
	Iteration 58Q: 3 clusters Score -4901774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4901781.000000 Penalty: 12341.514648
	Iteration 59Q: 3 clusters Score -4901781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4901779.500000 Penalty: 12341.514648
	Iteration 60F: 3 clusters Score -4901780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4901783.000000 Penalty: 12341.514648
	Iteration 61Q: 3 clusters Score -4901783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4901782.500000 Penalty: 12341.514648
	Iteration 62Q: 3 clusters Score -4901782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4901786.500000 Penalty: 12341.514648
	Iteration 63Q: 3 clusters Score -4901786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4901784.000000 Penalty: 12341.514648
	Iteration 64Q: 3 clusters Score -4901784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4901793.500000 Penalty: 12341.514648
	Iteration 65Q: 3 clusters Score -4901794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4901800.000000 Penalty: 12341.514648
	Iteration 66Q: 3 clusters Score -4901800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4901799.000000 Penalty: 12341.514648
	Iteration 67Q: 3 clusters Score -4901799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4901799.000000 Penalty: 12341.514648
	Iteration 68F: 3 clusters Score -4901799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -88024.421875 Penalty: 3795.322021
	Iteration 0F: 2 clusters Score -88024.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -84823.914062 Penalty: 7590.644043
	Iteration 0F: 3 clusters Score -84823.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84997.992188 Penalty: 7590.644043
	Iteration 1F: 3 clusters Score -84997.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -85085.695312 Penalty: 7590.644043
	Iteration 2Q: 3 clusters Score -85085.7 nChanged 7
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: -85118.281250 Penalty: 7590.644043
	Iteration 3Q: 3 clusters Score -85118.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -85128.187500 Penalty: 7590.644043
	Iteration 4Q: 3 clusters Score -85128.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85135.257812 Penalty: 7590.644043
	Iteration 5Q: 3 clusters Score -85135.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85145.609375 Penalty: 7590.644043
	Iteration 6Q: 3 clusters Score -85145.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85153.921875 Penalty: 7590.644043
	Iteration 7Q: 3 clusters Score -85153.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85169.851562 Penalty: 7590.644043
	Iteration 8Q: 3 clusters Score -85169.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85169.851562 Penalty: 7590.644043
	Iteration 9F: 3 clusters Score -85169.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Entering Unmasked Estep 
Score: -5349407.000000 Penalty: 6229.076172
	Iteration 0F: 2 clusters Score -5349407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -5328997.500000 Penalty: 12458.152344
	Iteration 0F: 3 clusters Score -5328998 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -5334941.000000 Penalty: 12458.152344
	Iteration 1F: 3 clusters Score -5334941 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -5336167.000000 Penalty: 12458.152344
	Iteration 2F: 3 clusters Score -5336167 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -5337473.500000 Penalty: 12458.152344
	Iteration 3F: 3 clusters Score -5337474 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -5338630.500000 Penalty: 12458.152344
	Iteration 4F: 3 clusters Score -5338630 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -5339603.500000 Penalty: 12458.152344
	Iteration 5F: 3 clusters Score -5339604 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -5340483.000000 Penalty: 12458.152344
	Iteration 6F: 3 clusters Score -5340483 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -5341337.000000 Penalty: 12458.152344
	Iteration 7F: 3 clusters Score -5341337 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -5342155.500000 Penalty: 12458.152344
	Iteration 8Q: 3 clusters Score -5342156 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -5342913.500000 Penalty: 12458.152344
	Iteration 9Q: 3 clusters Score -5342914 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -5343661.500000 Penalty: 12458.152344
	Iteration 10Q: 3 clusters Score -5343662 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -5344369.500000 Penalty: 12458.152344
	Iteration 11Q: 3 clusters Score -5344370 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -5345043.500000 Penalty: 12458.152344
	Iteration 12Q: 3 clusters Score -5345044 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -5345689.000000 Penalty: 12458.152344
	Iteration 13Q: 3 clusters Score -5345689 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5346132.500000 Penalty: 12458.152344
	Iteration 14Q: 3 clusters Score -5346132 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -5346518.000000 Penalty: 12458.152344
	Iteration 15Q: 3 clusters Score -5346518 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -5346768.500000 Penalty: 12458.152344
	Iteration 16Q: 3 clusters Score -5346768 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -5346944.000000 Penalty: 12458.152344
	Iteration 17Q: 3 clusters Score -5346944 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -5347059.000000 Penalty: 12458.152344
	Iteration 18Q: 3 clusters Score -5347059 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -5347156.500000 Penalty: 12458.152344
	Iteration 19Q: 3 clusters Score -5347156 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -5347194.000000 Penalty: 12458.152344
	Iteration 20F: 3 clusters Score -5347194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -5347244.500000 Penalty: 12458.152344
	Iteration 21Q: 3 clusters Score -5347244 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5347284.500000 Penalty: 12458.152344
	Iteration 22Q: 3 clusters Score -5347284 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -5347310.000000 Penalty: 12458.152344
	Iteration 23Q: 3 clusters Score -5347310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -5347321.000000 Penalty: 12458.152344
	Iteration 24Q: 3 clusters Score -5347321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -5347344.500000 Penalty: 12458.152344
	Iteration 25Q: 3 clusters Score -5347344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -5347361.000000 Penalty: 12458.152344
	Iteration 26Q: 3 clusters Score -5347361 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -5347379.500000 Penalty: 12458.152344
	Iteration 27Q: 3 clusters Score -5347380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5347374.500000 Penalty: 12458.152344
	Iteration 28Q: 3 clusters Score -5347374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -5347396.000000 Penalty: 12458.152344
	Iteration 29Q: 3 clusters Score -5347396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -5347394.500000 Penalty: 12458.152344
	Iteration 30Q: 3 clusters Score -5347394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -5347404.000000 Penalty: 12458.152344
	Iteration 31Q: 3 clusters Score -5347404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -5347405.000000 Penalty: 12458.152344
	Iteration 32Q: 3 clusters Score -5347405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -5347416.000000 Penalty: 12458.152344
	Iteration 33Q: 3 clusters Score -5347416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5347443.000000 Penalty: 12458.152344
	Iteration 34Q: 3 clusters Score -5347443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -5347453.500000 Penalty: 12458.152344
	Iteration 35Q: 3 clusters Score -5347454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -5347456.000000 Penalty: 12458.152344
	Iteration 36Q: 3 clusters Score -5347456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5347449.500000 Penalty: 12458.152344
	Iteration 37Q: 3 clusters Score -5347450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5347476.500000 Penalty: 12458.152344
	Iteration 38Q: 3 clusters Score -5347476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -5347480.000000 Penalty: 12458.152344
	Iteration 39Q: 3 clusters Score -5347480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -5347481.000000 Penalty: 12458.152344
	Iteration 40F: 3 clusters Score -5347481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -5347492.500000 Penalty: 12458.152344
	Iteration 41Q: 3 clusters Score -5347492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -5347484.500000 Penalty: 12458.152344
	Iteration 42Q: 3 clusters Score -5347484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5347480.000000 Penalty: 12458.152344
	Iteration 43Q: 3 clusters Score -5347480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5347482.000000 Penalty: 12458.152344
	Iteration 44Q: 3 clusters Score -5347482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5347481.000000 Penalty: 12458.152344
	Iteration 45Q: 3 clusters Score -5347481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -5347488.500000 Penalty: 12458.152344
	Iteration 46Q: 3 clusters Score -5347488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -5347496.500000 Penalty: 12458.152344
	Iteration 47Q: 3 clusters Score -5347496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5347505.000000 Penalty: 12458.152344
	Iteration 48Q: 3 clusters Score -5347505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -5347502.000000 Penalty: 12458.152344
	Iteration 49Q: 3 clusters Score -5347502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -5347508.500000 Penalty: 12458.152344
	Iteration 50Q: 3 clusters Score -5347508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5347511.000000 Penalty: 12458.152344
	Iteration 51Q: 3 clusters Score -5347511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -5347509.500000 Penalty: 12458.152344
	Iteration 52Q: 3 clusters Score -5347510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -5347509.500000 Penalty: 12458.152344
	Iteration 53F: 3 clusters Score -5347510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -94647.742188 Penalty: 3855.850586
	Iteration 0F: 2 clusters Score -94647.74 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 281 members 
Entering Unmasked Estep 
Score: -91293.648438 Penalty: 7711.701172
	Iteration 0F: 3 clusters Score -91293.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91552.882812 Penalty: 7711.701172
	Iteration 1F: 3 clusters Score -91552.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91892.242188 Penalty: 7711.701172
	Iteration 2F: 3 clusters Score -91892.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92169.328125 Penalty: 7711.701172
	Iteration 3F: 3 clusters Score -92169.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92345.890625 Penalty: 7711.701172
	Iteration 4Q: 3 clusters Score -92345.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92482.835938 Penalty: 7711.701172
	Iteration 5Q: 3 clusters Score -92482.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92570.781250 Penalty: 7711.701172
	Iteration 6Q: 3 clusters Score -92570.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92678.078125 Penalty: 7711.701172
	Iteration 7Q: 3 clusters Score -92678.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92771.000000 Penalty: 7711.701172
	Iteration 8Q: 3 clusters Score -92771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92912.593750 Penalty: 7711.701172
	Iteration 9Q: 3 clusters Score -92912.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93020.960938 Penalty: 7711.701172
	Iteration 10Q: 3 clusters Score -93020.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93154.281250 Penalty: 7711.701172
	Iteration 11Q: 3 clusters Score -93154.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93322.656250 Penalty: 7711.701172
	Iteration 12Q: 3 clusters Score -93322.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93584.601562 Penalty: 7711.701172
	Iteration 13Q: 3 clusters Score -93584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93740.992188 Penalty: 7711.701172
	Iteration 14Q: 3 clusters Score -93740.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93748.664062 Penalty: 7711.701172
	Iteration 15Q: 3 clusters Score -93748.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93755.234375 Penalty: 7711.701172
	Iteration 16Q: 3 clusters Score -93755.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93758.703125 Penalty: 7711.701172
	Iteration 17F: 3 clusters Score -93758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -93817.625000 Penalty: 7711.701172
	Iteration 18Q: 3 clusters Score -93817.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93920.078125 Penalty: 7711.701172
	Iteration 19Q: 3 clusters Score -93920.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -94106.953125 Penalty: 7711.701172
	Iteration 20F: 3 clusters Score -94106.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -2069534.000000 Penalty: 5644.936523
	Iteration 0F: 2 clusters Score -2069534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2059228.000000 Penalty: 11289.873047
	Iteration 0F: 3 clusters Score -2059228 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2061394.125000 Penalty: 11289.873047
	Iteration 1F: 3 clusters Score -2061394 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2061855.500000 Penalty: 11289.873047
	Iteration 2F: 3 clusters Score -2061856 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2062138.000000 Penalty: 11289.873047
	Iteration 3Q: 3 clusters Score -2062138 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2062311.000000 Penalty: 11289.873047
	Iteration 4Q: 3 clusters Score -2062311 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2062423.875000 Penalty: 11289.873047
	Iteration 5Q: 3 clusters Score -2062424 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2062514.875000 Penalty: 11289.873047
	Iteration 6Q: 3 clusters Score -2062515 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2062572.875000 Penalty: 11289.873047
	Iteration 7Q: 3 clusters Score -2062573 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2062633.625000 Penalty: 11289.873047
	Iteration 8Q: 3 clusters Score -2062634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2062690.125000 Penalty: 11289.873047
	Iteration 9Q: 3 clusters Score -2062690 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2062740.625000 Penalty: 11289.873047
	Iteration 10Q: 3 clusters Score -2062741 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2062786.375000 Penalty: 11289.873047
	Iteration 11Q: 3 clusters Score -2062786 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2062828.250000 Penalty: 11289.873047
	Iteration 12Q: 3 clusters Score -2062828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2062861.875000 Penalty: 11289.873047
	Iteration 13Q: 3 clusters Score -2062862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2062898.250000 Penalty: 11289.873047
	Iteration 14Q: 3 clusters Score -2062898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2062935.750000 Penalty: 11289.873047
	Iteration 15Q: 3 clusters Score -2062936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2062962.125000 Penalty: 11289.873047
	Iteration 16Q: 3 clusters Score -2062962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2062991.750000 Penalty: 11289.873047
	Iteration 17Q: 3 clusters Score -2062992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2063026.625000 Penalty: 11289.873047
	Iteration 18Q: 3 clusters Score -2063027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2063060.000000 Penalty: 11289.873047
	Iteration 19Q: 3 clusters Score -2063060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2063089.125000 Penalty: 11289.873047
	Iteration 20F: 3 clusters Score -2063089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2063119.500000 Penalty: 11289.873047
	Iteration 21Q: 3 clusters Score -2063120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2063152.625000 Penalty: 11289.873047
	Iteration 22Q: 3 clusters Score -2063153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2063170.250000 Penalty: 11289.873047
	Iteration 23Q: 3 clusters Score -2063170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2063198.875000 Penalty: 11289.873047
	Iteration 24Q: 3 clusters Score -2063199 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2063218.000000 Penalty: 11289.873047
	Iteration 25Q: 3 clusters Score -2063218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2063248.875000 Penalty: 11289.873047
	Iteration 26Q: 3 clusters Score -2063249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2063281.000000 Penalty: 11289.873047
	Iteration 27Q: 3 clusters Score -2063281 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2063312.250000 Penalty: 11289.873047
	Iteration 28Q: 3 clusters Score -2063312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2063343.750000 Penalty: 11289.873047
	Iteration 29Q: 3 clusters Score -2063344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2063387.875000 Penalty: 11289.873047
	Iteration 30Q: 3 clusters Score -2063388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2063425.000000 Penalty: 11289.873047
	Iteration 31Q: 3 clusters Score -2063425 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2063462.750000 Penalty: 11289.873047
	Iteration 32Q: 3 clusters Score -2063463 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2063500.375000 Penalty: 11289.873047
	Iteration 33Q: 3 clusters Score -2063500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2063534.750000 Penalty: 11289.873047
	Iteration 34Q: 3 clusters Score -2063535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2063579.625000 Penalty: 11289.873047
	Iteration 35Q: 3 clusters Score -2063580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2063617.625000 Penalty: 11289.873047
	Iteration 36Q: 3 clusters Score -2063618 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2063661.625000 Penalty: 11289.873047
	Iteration 37Q: 3 clusters Score -2063662 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2063699.500000 Penalty: 11289.873047
	Iteration 38Q: 3 clusters Score -2063700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2063732.875000 Penalty: 11289.873047
	Iteration 39Q: 3 clusters Score -2063733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2063776.625000 Penalty: 11289.873047
	Iteration 40F: 3 clusters Score -2063777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2063820.750000 Penalty: 11289.873047
	Iteration 41Q: 3 clusters Score -2063821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2063877.375000 Penalty: 11289.873047
	Iteration 42Q: 3 clusters Score -2063877 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2063922.125000 Penalty: 11289.873047
	Iteration 43Q: 3 clusters Score -2063922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2063976.125000 Penalty: 11289.873047
	Iteration 44Q: 3 clusters Score -2063976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2064024.375000 Penalty: 11289.873047
	Iteration 45Q: 3 clusters Score -2064024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2064069.125000 Penalty: 11289.873047
	Iteration 46Q: 3 clusters Score -2064069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2064111.000000 Penalty: 11289.873047
	Iteration 47Q: 3 clusters Score -2064111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2064143.250000 Penalty: 11289.873047
	Iteration 48Q: 3 clusters Score -2064143 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2064173.375000 Penalty: 11289.873047
	Iteration 49Q: 3 clusters Score -2064173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2064216.375000 Penalty: 11289.873047
	Iteration 50Q: 3 clusters Score -2064216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2064251.000000 Penalty: 11289.873047
	Iteration 51Q: 3 clusters Score -2064251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2064283.625000 Penalty: 11289.873047
	Iteration 52Q: 3 clusters Score -2064284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2064312.000000 Penalty: 11289.873047
	Iteration 53Q: 3 clusters Score -2064312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2064330.375000 Penalty: 11289.873047
	Iteration 54Q: 3 clusters Score -2064330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2064351.875000 Penalty: 11289.873047
	Iteration 55Q: 3 clusters Score -2064352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2064357.125000 Penalty: 11289.873047
	Iteration 56Q: 3 clusters Score -2064357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2064366.000000 Penalty: 11289.873047
	Iteration 57Q: 3 clusters Score -2064366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2064380.125000 Penalty: 11289.873047
	Iteration 58Q: 3 clusters Score -2064380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2064391.375000 Penalty: 11289.873047
	Iteration 59Q: 3 clusters Score -2064391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2064401.500000 Penalty: 11289.873047
	Iteration 60F: 3 clusters Score -2064402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2064413.375000 Penalty: 11289.873047
	Iteration 61Q: 3 clusters Score -2064413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2064417.375000 Penalty: 11289.873047
	Iteration 62Q: 3 clusters Score -2064417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2064422.625000 Penalty: 11289.873047
	Iteration 63Q: 3 clusters Score -2064423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2064426.875000 Penalty: 11289.873047
	Iteration 64Q: 3 clusters Score -2064427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2064425.125000 Penalty: 11289.873047
	Iteration 65Q: 3 clusters Score -2064425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2064428.250000 Penalty: 11289.873047
	Iteration 66Q: 3 clusters Score -2064428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2064428.750000 Penalty: 11289.873047
	Iteration 67Q: 3 clusters Score -2064429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2064433.875000 Penalty: 11289.873047
	Iteration 68Q: 3 clusters Score -2064434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2064433.500000 Penalty: 11289.873047
	Iteration 69Q: 3 clusters Score -2064434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2064436.500000 Penalty: 11289.873047
	Iteration 70Q: 3 clusters Score -2064436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2064435.875000 Penalty: 11289.873047
	Iteration 71Q: 3 clusters Score -2064436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2064440.250000 Penalty: 11289.873047
	Iteration 72Q: 3 clusters Score -2064440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2064445.375000 Penalty: 11289.873047
	Iteration 73Q: 3 clusters Score -2064445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2064447.625000 Penalty: 11289.873047
	Iteration 74Q: 3 clusters Score -2064448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2064454.625000 Penalty: 11289.873047
	Iteration 75Q: 3 clusters Score -2064455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2064462.875000 Penalty: 11289.873047
	Iteration 76Q: 3 clusters Score -2064463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2064463.750000 Penalty: 11289.873047
	Iteration 77Q: 3 clusters Score -2064464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2064465.500000 Penalty: 11289.873047
	Iteration 78Q: 3 clusters Score -2064466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2064467.375000 Penalty: 11289.873047
	Iteration 79Q: 3 clusters Score -2064467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2064465.500000 Penalty: 11289.873047
	Iteration 80F: 3 clusters Score -2064466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2064468.000000 Penalty: 11289.873047
	Iteration 81Q: 3 clusters Score -2064468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2064469.625000 Penalty: 11289.873047
	Iteration 82Q: 3 clusters Score -2064470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2064471.250000 Penalty: 11289.873047
	Iteration 83Q: 3 clusters Score -2064471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2064469.875000 Penalty: 11289.873047
	Iteration 84Q: 3 clusters Score -2064470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2064471.500000 Penalty: 11289.873047
	Iteration 85Q: 3 clusters Score -2064472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2064474.125000 Penalty: 11289.873047
	Iteration 86Q: 3 clusters Score -2064474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2064475.125000 Penalty: 11289.873047
	Iteration 87Q: 3 clusters Score -2064475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2064476.625000 Penalty: 11289.873047
	Iteration 88Q: 3 clusters Score -2064477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2064482.875000 Penalty: 11289.873047
	Iteration 89Q: 3 clusters Score -2064483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2064488.125000 Penalty: 11289.873047
	Iteration 90Q: 3 clusters Score -2064488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2064493.750000 Penalty: 11289.873047
	Iteration 91Q: 3 clusters Score -2064494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2064492.375000 Penalty: 11289.873047
	Iteration 92Q: 3 clusters Score -2064492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2064493.500000 Penalty: 11289.873047
	Iteration 93Q: 3 clusters Score -2064494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2064493.500000 Penalty: 11289.873047
	Iteration 94F: 3 clusters Score -2064494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -375938.468750 Penalty: 4611.761719
	Iteration 0F: 2 clusters Score -375938.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -371126.375000 Penalty: 9223.523438
	Iteration 0F: 3 clusters Score -371126.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -371750.000000 Penalty: 9223.523438
	Iteration 1F: 3 clusters Score -371750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -371911.875000 Penalty: 9223.523438
	Iteration 2Q: 3 clusters Score -371911.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -372011.156250 Penalty: 9223.523438
	Iteration 3Q: 3 clusters Score -372011.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -372047.625000 Penalty: 9223.523438
	Iteration 4Q: 3 clusters Score -372047.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -372070.656250 Penalty: 9223.523438
	Iteration 5Q: 3 clusters Score -372070.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -372088.281250 Penalty: 9223.523438
	Iteration 6Q: 3 clusters Score -372088.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -372100.437500 Penalty: 9223.523438
	Iteration 7Q: 3 clusters Score -372100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -372110.531250 Penalty: 9223.523438
	Iteration 8Q: 3 clusters Score -372110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -372124.250000 Penalty: 9223.523438
	Iteration 9Q: 3 clusters Score -372124.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -372137.031250 Penalty: 9223.523438
	Iteration 10Q: 3 clusters Score -372137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -372144.375000 Penalty: 9223.523438
	Iteration 11Q: 3 clusters Score -372144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -372152.531250 Penalty: 9223.523438
	Iteration 12Q: 3 clusters Score -372152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -372157.218750 Penalty: 9223.523438
	Iteration 13Q: 3 clusters Score -372157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -372161.125000 Penalty: 9223.523438
	Iteration 14Q: 3 clusters Score -372161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -372162.125000 Penalty: 9223.523438
	Iteration 15Q: 3 clusters Score -372162.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -372162.125000 Penalty: 9223.523438
	Iteration 16F: 3 clusters Score -372162.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -173755.906250 Penalty: 4225.462891
	Iteration 0F: 2 clusters Score -173755.9 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 480 members 
Entering Unmasked Estep 
Score: -169727.218750 Penalty: 8450.925781
	Iteration 0F: 3 clusters Score -169727.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -170195.796875 Penalty: 8450.925781
	Iteration 1F: 3 clusters Score -170195.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -170421.281250 Penalty: 8450.925781
	Iteration 2F: 3 clusters Score -170421.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -170533.828125 Penalty: 8450.925781
	Iteration 3Q: 3 clusters Score -170533.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -170597.609375 Penalty: 8450.925781
	Iteration 4Q: 3 clusters Score -170597.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -170639.625000 Penalty: 8450.925781
	Iteration 5Q: 3 clusters Score -170639.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -170676.250000 Penalty: 8450.925781
	Iteration 6Q: 3 clusters Score -170676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -170708.078125 Penalty: 8450.925781
	Iteration 7Q: 3 clusters Score -170708.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -170729.015625 Penalty: 8450.925781
	Iteration 8Q: 3 clusters Score -170729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -170759.343750 Penalty: 8450.925781
	Iteration 9Q: 3 clusters Score -170759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -170775.390625 Penalty: 8450.925781
	Iteration 10Q: 3 clusters Score -170775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -170780.875000 Penalty: 8450.925781
	Iteration 11Q: 3 clusters Score -170780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -170797.859375 Penalty: 8450.925781
	Iteration 12Q: 3 clusters Score -170797.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -170832.203125 Penalty: 8450.925781
	Iteration 13Q: 3 clusters Score -170832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -170852.390625 Penalty: 8450.925781
	Iteration 14Q: 3 clusters Score -170852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -170875.125000 Penalty: 8450.925781
	Iteration 15Q: 3 clusters Score -170875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -170956.750000 Penalty: 8450.925781
	Iteration 16Q: 3 clusters Score -170956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -170977.640625 Penalty: 8450.925781
	Iteration 17Q: 3 clusters Score -170977.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -171002.671875 Penalty: 8450.925781
	Iteration 18Q: 3 clusters Score -171002.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -171018.984375 Penalty: 8450.925781
	Iteration 19Q: 3 clusters Score -171019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -171031.218750 Penalty: 8450.925781
	Iteration 20F: 3 clusters Score -171031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -171211.312500 Penalty: 8450.925781
	Iteration 21Q: 3 clusters Score -171211.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -171261.750000 Penalty: 8450.925781
	Iteration 22Q: 3 clusters Score -171261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -171331.078125 Penalty: 8450.925781
	Iteration 23Q: 3 clusters Score -171331.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -171373.468750 Penalty: 8450.925781
	Iteration 24Q: 3 clusters Score -171373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -171400.984375 Penalty: 8450.925781
	Iteration 25Q: 3 clusters Score -171401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -171413.625000 Penalty: 8450.925781
	Iteration 26Q: 3 clusters Score -171413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -171424.453125 Penalty: 8450.925781
	Iteration 27Q: 3 clusters Score -171424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -171424.453125 Penalty: 8450.925781
	Iteration 28F: 3 clusters Score -171424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Entering Unmasked Estep 
Score: -5373737.000000 Penalty: 6228.324707
	Iteration 0F: 2 clusters Score -5373737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -5353168.500000 Penalty: 12456.649414
	Iteration 0F: 3 clusters Score -5353168 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -5358975.000000 Penalty: 12456.649414
	Iteration 1F: 3 clusters Score -5358975 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -5359758.500000 Penalty: 12456.649414
	Iteration 2F: 3 clusters Score -5359758 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5360353.000000 Penalty: 12456.649414
	Iteration 3F: 3 clusters Score -5360353 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -5360813.500000 Penalty: 12456.649414
	Iteration 4Q: 3 clusters Score -5360814 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -5361183.000000 Penalty: 12456.649414
	Iteration 5Q: 3 clusters Score -5361183 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -5361498.500000 Penalty: 12456.649414
	Iteration 6Q: 3 clusters Score -5361498 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -5361807.500000 Penalty: 12456.649414
	Iteration 7Q: 3 clusters Score -5361808 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5362089.500000 Penalty: 12456.649414
	Iteration 8Q: 3 clusters Score -5362090 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -5362354.500000 Penalty: 12456.649414
	Iteration 9Q: 3 clusters Score -5362354 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -5362561.500000 Penalty: 12456.649414
	Iteration 10Q: 3 clusters Score -5362562 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -5362806.500000 Penalty: 12456.649414
	Iteration 11Q: 3 clusters Score -5362806 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -5363061.000000 Penalty: 12456.649414
	Iteration 12Q: 3 clusters Score -5363061 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -5363272.000000 Penalty: 12456.649414
	Iteration 13Q: 3 clusters Score -5363272 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -5363489.000000 Penalty: 12456.649414
	Iteration 14Q: 3 clusters Score -5363489 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -5363674.500000 Penalty: 12456.649414
	Iteration 15Q: 3 clusters Score -5363674 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -5363851.000000 Penalty: 12456.649414
	Iteration 16Q: 3 clusters Score -5363851 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -5364040.500000 Penalty: 12456.649414
	Iteration 17Q: 3 clusters Score -5364040 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -5364236.000000 Penalty: 12456.649414
	Iteration 18Q: 3 clusters Score -5364236 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -5364442.500000 Penalty: 12456.649414
	Iteration 19Q: 3 clusters Score -5364442 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -5364670.500000 Penalty: 12456.649414
	Iteration 20F: 3 clusters Score -5364670 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -5364840.500000 Penalty: 12456.649414
	Iteration 21Q: 3 clusters Score -5364840 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -5365098.000000 Penalty: 12456.649414
	Iteration 22Q: 3 clusters Score -5365098 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -5365281.000000 Penalty: 12456.649414
	Iteration 23Q: 3 clusters Score -5365281 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -5365533.000000 Penalty: 12456.649414
	Iteration 24Q: 3 clusters Score -5365533 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -5365745.500000 Penalty: 12456.649414
	Iteration 25Q: 3 clusters Score -5365746 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -5366023.500000 Penalty: 12456.649414
	Iteration 26Q: 3 clusters Score -5366024 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -5366285.000000 Penalty: 12456.649414
	Iteration 27Q: 3 clusters Score -5366285 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -5366555.000000 Penalty: 12456.649414
	Iteration 28Q: 3 clusters Score -5366555 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -5366821.000000 Penalty: 12456.649414
	Iteration 29Q: 3 clusters Score -5366821 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -5367028.000000 Penalty: 12456.649414
	Iteration 30Q: 3 clusters Score -5367028 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -5367155.500000 Penalty: 12456.649414
	Iteration 31Q: 3 clusters Score -5367156 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -5367292.000000 Penalty: 12456.649414
	Iteration 32Q: 3 clusters Score -5367292 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -5367386.000000 Penalty: 12456.649414
	Iteration 33Q: 3 clusters Score -5367386 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5367451.500000 Penalty: 12456.649414
	Iteration 34Q: 3 clusters Score -5367452 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5367536.500000 Penalty: 12456.649414
	Iteration 35Q: 3 clusters Score -5367536 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -5367597.000000 Penalty: 12456.649414
	Iteration 36Q: 3 clusters Score -5367597 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5367636.000000 Penalty: 12456.649414
	Iteration 37Q: 3 clusters Score -5367636 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -5367674.000000 Penalty: 12456.649414
	Iteration 38Q: 3 clusters Score -5367674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -5367702.500000 Penalty: 12456.649414
	Iteration 39Q: 3 clusters Score -5367702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5367731.500000 Penalty: 12456.649414
	Iteration 40F: 3 clusters Score -5367732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5367752.000000 Penalty: 12456.649414
	Iteration 41Q: 3 clusters Score -5367752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5367791.500000 Penalty: 12456.649414
	Iteration 42Q: 3 clusters Score -5367792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5367806.500000 Penalty: 12456.649414
	Iteration 43Q: 3 clusters Score -5367806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -5367802.000000 Penalty: 12456.649414
	Iteration 44Q: 3 clusters Score -5367802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -5367813.500000 Penalty: 12456.649414
	Iteration 45Q: 3 clusters Score -5367814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -5367825.000000 Penalty: 12456.649414
	Iteration 46Q: 3 clusters Score -5367825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -5367824.500000 Penalty: 12456.649414
	Iteration 47Q: 3 clusters Score -5367824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5367841.000000 Penalty: 12456.649414
	Iteration 48Q: 3 clusters Score -5367841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5367863.000000 Penalty: 12456.649414
	Iteration 49Q: 3 clusters Score -5367863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -5367871.000000 Penalty: 12456.649414
	Iteration 50Q: 3 clusters Score -5367871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5367886.500000 Penalty: 12456.649414
	Iteration 51Q: 3 clusters Score -5367886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -5367894.500000 Penalty: 12456.649414
	Iteration 52Q: 3 clusters Score -5367894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -5367905.500000 Penalty: 12456.649414
	Iteration 53Q: 3 clusters Score -5367906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -5367908.500000 Penalty: 12456.649414
	Iteration 54Q: 3 clusters Score -5367908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -5367922.500000 Penalty: 12456.649414
	Iteration 55Q: 3 clusters Score -5367922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5367928.500000 Penalty: 12456.649414
	Iteration 56Q: 3 clusters Score -5367928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -5367941.000000 Penalty: 12456.649414
	Iteration 57Q: 3 clusters Score -5367941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -5367941.500000 Penalty: 12456.649414
	Iteration 58Q: 3 clusters Score -5367942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -5367952.000000 Penalty: 12456.649414
	Iteration 59Q: 3 clusters Score -5367952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5367967.000000 Penalty: 12456.649414
	Iteration 60F: 3 clusters Score -5367967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -5367969.500000 Penalty: 12456.649414
	Iteration 61Q: 3 clusters Score -5367970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -5367961.500000 Penalty: 12456.649414
	Iteration 62Q: 3 clusters Score -5367962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -5367964.000000 Penalty: 12456.649414
	Iteration 63Q: 3 clusters Score -5367964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -5367971.000000 Penalty: 12456.649414
	Iteration 64Q: 3 clusters Score -5367971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -5367980.000000 Penalty: 12456.649414
	Iteration 65Q: 3 clusters Score -5367980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -5367983.000000 Penalty: 12456.649414
	Iteration 66Q: 3 clusters Score -5367983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -5367986.500000 Penalty: 12456.649414
	Iteration 67Q: 3 clusters Score -5367986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5367990.000000 Penalty: 12456.649414
	Iteration 68Q: 3 clusters Score -5367990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5367989.000000 Penalty: 12456.649414
	Iteration 69Q: 3 clusters Score -5367989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5367990.000000 Penalty: 12456.649414
	Iteration 70Q: 3 clusters Score -5367990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -5368003.500000 Penalty: 12456.649414
	Iteration 71Q: 3 clusters Score -5368004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -5368012.500000 Penalty: 12456.649414
	Iteration 72Q: 3 clusters Score -5368012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5368023.000000 Penalty: 12456.649414
	Iteration 73Q: 3 clusters Score -5368023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -5368008.000000 Penalty: 12456.649414
	Iteration 74Q: 3 clusters Score -5368008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -5368030.500000 Penalty: 12456.649414
	Iteration 75Q: 3 clusters Score -5368030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5368030.000000 Penalty: 12456.649414
	Iteration 76Q: 3 clusters Score -5368030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -5368047.000000 Penalty: 12456.649414
	Iteration 77Q: 3 clusters Score -5368047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -5368065.500000 Penalty: 12456.649414
	Iteration 78Q: 3 clusters Score -5368066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -5368074.500000 Penalty: 12456.649414
	Iteration 79Q: 3 clusters Score -5368074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -5368090.500000 Penalty: 12456.649414
	Iteration 80F: 3 clusters Score -5368090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5368110.000000 Penalty: 12456.649414
	Iteration 81Q: 3 clusters Score -5368110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5368123.500000 Penalty: 12456.649414
	Iteration 82Q: 3 clusters Score -5368124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5368123.000000 Penalty: 12456.649414
	Iteration 83Q: 3 clusters Score -5368123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5368142.500000 Penalty: 12456.649414
	Iteration 84Q: 3 clusters Score -5368142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5368150.500000 Penalty: 12456.649414
	Iteration 85Q: 3 clusters Score -5368150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5368160.500000 Penalty: 12456.649414
	Iteration 86Q: 3 clusters Score -5368160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -5368176.000000 Penalty: 12456.649414
	Iteration 87Q: 3 clusters Score -5368176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5368173.000000 Penalty: 12456.649414
	Iteration 88Q: 3 clusters Score -5368173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -5368177.000000 Penalty: 12456.649414
	Iteration 89Q: 3 clusters Score -5368177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -5368188.500000 Penalty: 12456.649414
	Iteration 90Q: 3 clusters Score -5368188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -5368196.000000 Penalty: 12456.649414
	Iteration 91Q: 3 clusters Score -5368196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -5368206.000000 Penalty: 12456.649414
	Iteration 92Q: 3 clusters Score -5368206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5368215.000000 Penalty: 12456.649414
	Iteration 93Q: 3 clusters Score -5368215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5368220.000000 Penalty: 12456.649414
	Iteration 94Q: 3 clusters Score -5368220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -5368216.500000 Penalty: 12456.649414
	Iteration 95Q: 3 clusters Score -5368216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -5368220.500000 Penalty: 12456.649414
	Iteration 96Q: 3 clusters Score -5368220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5368232.000000 Penalty: 12456.649414
	Iteration 97Q: 3 clusters Score -5368232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5368234.000000 Penalty: 12456.649414
	Iteration 98Q: 3 clusters Score -5368234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -5368237.000000 Penalty: 12456.649414
	Iteration 99Q: 3 clusters Score -5368237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -5368235.500000 Penalty: 12456.649414
	Iteration 100F: 3 clusters Score -5368236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -5368233.000000 Penalty: 12456.649414
	Iteration 101Q: 3 clusters Score -5368233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -5368237.500000 Penalty: 12456.649414
	Iteration 102Q: 3 clusters Score -5368238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -5368241.000000 Penalty: 12456.649414
	Iteration 103Q: 3 clusters Score -5368241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -5368247.500000 Penalty: 12456.649414
	Iteration 104Q: 3 clusters Score -5368248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -5368246.500000 Penalty: 12456.649414
	Iteration 105Q: 3 clusters Score -5368246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -5368243.500000 Penalty: 12456.649414
	Iteration 106Q: 3 clusters Score -5368244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -5368246.000000 Penalty: 12456.649414
	Iteration 107Q: 3 clusters Score -5368246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -5368237.000000 Penalty: 12456.649414
	Iteration 108Q: 3 clusters Score -5368237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -5368238.000000 Penalty: 12456.649414
	Iteration 109Q: 3 clusters Score -5368238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -5368241.500000 Penalty: 12456.649414
	Iteration 110Q: 3 clusters Score -5368242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -5368242.000000 Penalty: 12456.649414
	Iteration 111Q: 3 clusters Score -5368242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -5368238.000000 Penalty: 12456.649414
	Iteration 112Q: 3 clusters Score -5368238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5368246.000000 Penalty: 12456.649414
	Iteration 113Q: 3 clusters Score -5368246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -5368245.500000 Penalty: 12456.649414
	Iteration 114Q: 3 clusters Score -5368246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -5368234.500000 Penalty: 12456.649414
	Iteration 115Q: 3 clusters Score -5368234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -5368238.500000 Penalty: 12456.649414
	Iteration 116Q: 3 clusters Score -5368238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -5368244.500000 Penalty: 12456.649414
	Iteration 117Q: 3 clusters Score -5368244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -5368249.500000 Penalty: 12456.649414
	Iteration 118Q: 3 clusters Score -5368250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -5368258.500000 Penalty: 12456.649414
	Iteration 119Q: 3 clusters Score -5368258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5368261.000000 Penalty: 12456.649414
	Iteration 120F: 3 clusters Score -5368261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -5368259.500000 Penalty: 12456.649414
	Iteration 121Q: 3 clusters Score -5368260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -5368266.500000 Penalty: 12456.649414
	Iteration 122Q: 3 clusters Score -5368266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -5368266.000000 Penalty: 12456.649414
	Iteration 123Q: 3 clusters Score -5368266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -5368275.500000 Penalty: 12456.649414
	Iteration 124Q: 3 clusters Score -5368276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -5368273.000000 Penalty: 12456.649414
	Iteration 125Q: 3 clusters Score -5368273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -5368269.500000 Penalty: 12456.649414
	Iteration 126Q: 3 clusters Score -5368270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -5368280.500000 Penalty: 12456.649414
	Iteration 127Q: 3 clusters Score -5368280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -5368288.000000 Penalty: 12456.649414
	Iteration 128Q: 3 clusters Score -5368288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -5368287.500000 Penalty: 12456.649414
	Iteration 129Q: 3 clusters Score -5368288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -5368293.000000 Penalty: 12456.649414
	Iteration 130Q: 3 clusters Score -5368293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -5368292.500000 Penalty: 12456.649414
	Iteration 131Q: 3 clusters Score -5368292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -5368296.500000 Penalty: 12456.649414
	Iteration 132Q: 3 clusters Score -5368296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -5368296.500000 Penalty: 12456.649414
	Iteration 133Q: 3 clusters Score -5368296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -5368295.500000 Penalty: 12456.649414
	Iteration 134Q: 3 clusters Score -5368296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -5368308.500000 Penalty: 12456.649414
	Iteration 135Q: 3 clusters Score -5368308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -5368314.000000 Penalty: 12456.649414
	Iteration 136Q: 3 clusters Score -5368314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -5368314.500000 Penalty: 12456.649414
	Iteration 137Q: 3 clusters Score -5368314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5368310.000000 Penalty: 12456.649414
	Iteration 138Q: 3 clusters Score -5368310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -5368310.500000 Penalty: 12456.649414
	Iteration 139Q: 3 clusters Score -5368310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -5368307.500000 Penalty: 12456.649414
	Iteration 140F: 3 clusters Score -5368308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -118116.687500 Penalty: 3969.965820
	Iteration 0F: 2 clusters Score -118116.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -114480.898438 Penalty: 7939.931641
	Iteration 0F: 3 clusters Score -114480.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -114835.875000 Penalty: 7939.931641
	Iteration 1F: 3 clusters Score -114835.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -115122.562500 Penalty: 7939.931641
	Iteration 2Q: 3 clusters Score -115122.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -115309.781250 Penalty: 7939.931641
	Iteration 3Q: 3 clusters Score -115309.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -115414.335938 Penalty: 7939.931641
	Iteration 4Q: 3 clusters Score -115414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -115450.312500 Penalty: 7939.931641
	Iteration 5Q: 3 clusters Score -115450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -115471.796875 Penalty: 7939.931641
	Iteration 6Q: 3 clusters Score -115471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -115489.796875 Penalty: 7939.931641
	Iteration 7Q: 3 clusters Score -115489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115505.429688 Penalty: 7939.931641
	Iteration 8Q: 3 clusters Score -115505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -115514.468750 Penalty: 7939.931641
	Iteration 9Q: 3 clusters Score -115514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -115520.734375 Penalty: 7939.931641
	Iteration 10F: 3 clusters Score -115520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -115556.460938 Penalty: 7939.931641
	Iteration 11Q: 3 clusters Score -115556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -115590.125000 Penalty: 7939.931641
	Iteration 12Q: 3 clusters Score -115590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -115640.164062 Penalty: 7939.931641
	Iteration 13Q: 3 clusters Score -115640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -115652.781250 Penalty: 7939.931641
	Iteration 14Q: 3 clusters Score -115652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115659.851562 Penalty: 7939.931641
	Iteration 15Q: 3 clusters Score -115659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115695.781250 Penalty: 7939.931641
	Iteration 16Q: 3 clusters Score -115695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -115770.445312 Penalty: 7939.931641
	Iteration 17Q: 3 clusters Score -115770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -116172.414062 Penalty: 7939.931641
	Iteration 18Q: 3 clusters Score -116172.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -116291.085938 Penalty: 7939.931641
	Iteration 19Q: 3 clusters Score -116291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -116362.210938 Penalty: 7939.931641
	Iteration 20F: 3 clusters Score -116362.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -116431.257812 Penalty: 7939.931641
	Iteration 21Q: 3 clusters Score -116431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -116479.140625 Penalty: 7939.931641
	Iteration 22Q: 3 clusters Score -116479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -116511.523438 Penalty: 7939.931641
	Iteration 23Q: 3 clusters Score -116511.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -116546.414062 Penalty: 7939.931641
	Iteration 24Q: 3 clusters Score -116546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -116563.453125 Penalty: 7939.931641
	Iteration 25Q: 3 clusters Score -116563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -116581.601562 Penalty: 7939.931641
	Iteration 26Q: 3 clusters Score -116581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -116612.468750 Penalty: 7939.931641
	Iteration 27Q: 3 clusters Score -116612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -116638.226562 Penalty: 7939.931641
	Iteration 28Q: 3 clusters Score -116638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -116638.226562 Penalty: 7939.931641
	Iteration 29F: 3 clusters Score -116638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -197677.000000 Penalty: 4235.880371
	Iteration 0F: 2 clusters Score -197677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -193507.390625 Penalty: 8471.760742
	Iteration 0F: 3 clusters Score -193507.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -193837.781250 Penalty: 8471.760742
	Iteration 1F: 3 clusters Score -193837.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -193988.578125 Penalty: 8471.760742
	Iteration 2F: 3 clusters Score -193988.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -194082.734375 Penalty: 8471.760742
	Iteration 3Q: 3 clusters Score -194082.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -194114.640625 Penalty: 8471.760742
	Iteration 4Q: 3 clusters Score -194114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -194130.265625 Penalty: 8471.760742
	Iteration 5Q: 3 clusters Score -194130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -194133.250000 Penalty: 8471.760742
	Iteration 6Q: 3 clusters Score -194133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -194133.250000 Penalty: 8471.760742
	Iteration 7F: 3 clusters Score -194133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -75083.921875 Penalty: 3714.068359
	Iteration 0F: 2 clusters Score -75083.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72033.914062 Penalty: 7428.136719
	Iteration 0F: 3 clusters Score -72033.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -72225.570312 Penalty: 7428.136719
	Iteration 1F: 3 clusters Score -72225.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72274.390625 Penalty: 7428.136719
	Iteration 2Q: 3 clusters Score -72274.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72280.109375 Penalty: 7428.136719
	Iteration 3Q: 3 clusters Score -72280.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72295.820312 Penalty: 7428.136719
	Iteration 4Q: 3 clusters Score -72295.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72310.898438 Penalty: 7428.136719
	Iteration 5Q: 3 clusters Score -72310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72320.031250 Penalty: 7428.136719
	Iteration 6Q: 3 clusters Score -72320.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72324.007812 Penalty: 7428.136719
	Iteration 7Q: 3 clusters Score -72324.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72324.007812 Penalty: 7428.136719
	Iteration 8F: 3 clusters Score -72324.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Entering Unmasked Estep 
Score: -7922594.000000 Penalty: 6463.390137
	Iteration 0F: 2 clusters Score -7922594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -7894443.000000 Penalty: 12926.780273
	Iteration 0F: 3 clusters Score -7894443 nChanged 16386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -7903238.000000 Penalty: 12926.780273
	Iteration 1F: 3 clusters Score -7903238 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -7904177.500000 Penalty: 12926.780273
	Iteration 2F: 3 clusters Score -7904178 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -7905103.000000 Penalty: 12926.780273
	Iteration 3F: 3 clusters Score -7905103 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -7905997.500000 Penalty: 12926.780273
	Iteration 4Q: 3 clusters Score -7905998 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -7906983.500000 Penalty: 12926.780273
	Iteration 5Q: 3 clusters Score -7906984 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -7907985.000000 Penalty: 12926.780273
	Iteration 6Q: 3 clusters Score -7907985 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -7908918.500000 Penalty: 12926.780273
	Iteration 7Q: 3 clusters Score -7908918 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -7909733.500000 Penalty: 12926.780273
	Iteration 8Q: 3 clusters Score -7909734 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -7910531.000000 Penalty: 12926.780273
	Iteration 9Q: 3 clusters Score -7910531 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -7911296.000000 Penalty: 12926.780273
	Iteration 10Q: 3 clusters Score -7911296 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -7912032.000000 Penalty: 12926.780273
	Iteration 11Q: 3 clusters Score -7912032 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -7912633.000000 Penalty: 12926.780273
	Iteration 12Q: 3 clusters Score -7912633 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -7913225.000000 Penalty: 12926.780273
	Iteration 13Q: 3 clusters Score -7913225 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -7913832.500000 Penalty: 12926.780273
	Iteration 14Q: 3 clusters Score -7913832 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -7914457.000000 Penalty: 12926.780273
	Iteration 15Q: 3 clusters Score -7914457 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -7915000.500000 Penalty: 12926.780273
	Iteration 16Q: 3 clusters Score -7915000 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -7915447.000000 Penalty: 12926.780273
	Iteration 17Q: 3 clusters Score -7915447 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -7915676.500000 Penalty: 12926.780273
	Iteration 18Q: 3 clusters Score -7915676 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -7915867.500000 Penalty: 12926.780273
	Iteration 19Q: 3 clusters Score -7915868 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -7915994.500000 Penalty: 12926.780273
	Iteration 20F: 3 clusters Score -7915994 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -7916074.000000 Penalty: 12926.780273
	Iteration 21Q: 3 clusters Score -7916074 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -7916159.500000 Penalty: 12926.780273
	Iteration 22Q: 3 clusters Score -7916160 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -7916220.500000 Penalty: 12926.780273
	Iteration 23Q: 3 clusters Score -7916220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -7916258.500000 Penalty: 12926.780273
	Iteration 24Q: 3 clusters Score -7916258 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -7916292.500000 Penalty: 12926.780273
	Iteration 25Q: 3 clusters Score -7916292 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -7916295.000000 Penalty: 12926.780273
	Iteration 26Q: 3 clusters Score -7916295 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -7916335.500000 Penalty: 12926.780273
	Iteration 27Q: 3 clusters Score -7916336 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -7916348.000000 Penalty: 12926.780273
	Iteration 28Q: 3 clusters Score -7916348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -7916366.500000 Penalty: 12926.780273
	Iteration 29Q: 3 clusters Score -7916366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -7916393.000000 Penalty: 12926.780273
	Iteration 30Q: 3 clusters Score -7916393 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -7916427.500000 Penalty: 12926.780273
	Iteration 31Q: 3 clusters Score -7916428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -7916436.500000 Penalty: 12926.780273
	Iteration 32Q: 3 clusters Score -7916436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -7916462.500000 Penalty: 12926.780273
	Iteration 33Q: 3 clusters Score -7916462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -7916462.500000 Penalty: 12926.780273
	Iteration 34Q: 3 clusters Score -7916462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -7916471.500000 Penalty: 12926.780273
	Iteration 35Q: 3 clusters Score -7916472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -7916475.000000 Penalty: 12926.780273
	Iteration 36Q: 3 clusters Score -7916475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -7916496.000000 Penalty: 12926.780273
	Iteration 37Q: 3 clusters Score -7916496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -7916507.000000 Penalty: 12926.780273
	Iteration 38Q: 3 clusters Score -7916507 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -7916522.500000 Penalty: 12926.780273
	Iteration 39Q: 3 clusters Score -7916522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -7916516.500000 Penalty: 12926.780273
	Iteration 40F: 3 clusters Score -7916516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -7916514.500000 Penalty: 12926.780273
	Iteration 41Q: 3 clusters Score -7916514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -7916510.500000 Penalty: 12926.780273
	Iteration 42Q: 3 clusters Score -7916510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -7916532.000000 Penalty: 12926.780273
	Iteration 43Q: 3 clusters Score -7916532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -7916554.000000 Penalty: 12926.780273
	Iteration 44Q: 3 clusters Score -7916554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -7916559.000000 Penalty: 12926.780273
	Iteration 45Q: 3 clusters Score -7916559 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -7916565.500000 Penalty: 12926.780273
	Iteration 46Q: 3 clusters Score -7916566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -7916576.000000 Penalty: 12926.780273
	Iteration 47Q: 3 clusters Score -7916576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -7916596.000000 Penalty: 12926.780273
	Iteration 48Q: 3 clusters Score -7916596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -7916604.000000 Penalty: 12926.780273
	Iteration 49Q: 3 clusters Score -7916604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -7916610.000000 Penalty: 12926.780273
	Iteration 50Q: 3 clusters Score -7916610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -7916602.500000 Penalty: 12926.780273
	Iteration 51Q: 3 clusters Score -7916602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -7916596.000000 Penalty: 12926.780273
	Iteration 52Q: 3 clusters Score -7916596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -7916604.000000 Penalty: 12926.780273
	Iteration 53Q: 3 clusters Score -7916604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -7916621.500000 Penalty: 12926.780273
	Iteration 54Q: 3 clusters Score -7916622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -7916635.500000 Penalty: 12926.780273
	Iteration 55Q: 3 clusters Score -7916636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -7916641.500000 Penalty: 12926.780273
	Iteration 56Q: 3 clusters Score -7916642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -7916636.000000 Penalty: 12926.780273
	Iteration 57Q: 3 clusters Score -7916636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -7916631.000000 Penalty: 12926.780273
	Iteration 58Q: 3 clusters Score -7916631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -7916632.000000 Penalty: 12926.780273
	Iteration 59Q: 3 clusters Score -7916632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -7916654.500000 Penalty: 12926.780273
	Iteration 60F: 3 clusters Score -7916654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -7916660.500000 Penalty: 12926.780273
	Iteration 61Q: 3 clusters Score -7916660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -7916666.500000 Penalty: 12926.780273
	Iteration 62Q: 3 clusters Score -7916666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -7916660.500000 Penalty: 12926.780273
	Iteration 63Q: 3 clusters Score -7916660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -7916681.000000 Penalty: 12926.780273
	Iteration 64Q: 3 clusters Score -7916681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -7916680.500000 Penalty: 12926.780273
	Iteration 65Q: 3 clusters Score -7916680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -7916686.500000 Penalty: 12926.780273
	Iteration 66Q: 3 clusters Score -7916686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -7916683.000000 Penalty: 12926.780273
	Iteration 67Q: 3 clusters Score -7916683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -7916685.000000 Penalty: 12926.780273
	Iteration 68Q: 3 clusters Score -7916685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -7916703.000000 Penalty: 12926.780273
	Iteration 69Q: 3 clusters Score -7916703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -7916690.000000 Penalty: 12926.780273
	Iteration 70Q: 3 clusters Score -7916690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -7916690.500000 Penalty: 12926.780273
	Iteration 71Q: 3 clusters Score -7916690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -7916692.500000 Penalty: 12926.780273
	Iteration 72Q: 3 clusters Score -7916692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -7916698.000000 Penalty: 12926.780273
	Iteration 73Q: 3 clusters Score -7916698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -7916689.500000 Penalty: 12926.780273
	Iteration 74Q: 3 clusters Score -7916690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -7916695.500000 Penalty: 12926.780273
	Iteration 75Q: 3 clusters Score -7916696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -7916694.500000 Penalty: 12926.780273
	Iteration 76Q: 3 clusters Score -7916694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -7916701.500000 Penalty: 12926.780273
	Iteration 77Q: 3 clusters Score -7916702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -7916701.500000 Penalty: 12926.780273
	Iteration 78Q: 3 clusters Score -7916702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -7916700.500000 Penalty: 12926.780273
	Iteration 79Q: 3 clusters Score -7916700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -7916699.000000 Penalty: 12926.780273
	Iteration 80F: 3 clusters Score -7916699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -7916692.500000 Penalty: 12926.780273
	Iteration 81Q: 3 clusters Score -7916692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -7916695.000000 Penalty: 12926.780273
	Iteration 82Q: 3 clusters Score -7916695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -7916695.000000 Penalty: 12926.780273
	Iteration 83F: 3 clusters Score -7916695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Entering Unmasked Estep 
Score: -15311872.000000 Penalty: 6866.320801
	Iteration 0F: 2 clusters Score -1.531187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -15260575.000000 Penalty: 13732.641602
	Iteration 0F: 3 clusters Score -1.526058e+07 nChanged 33216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -15278486.000000 Penalty: 13732.641602
	Iteration 1F: 3 clusters Score -1.527849e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -15279384.000000 Penalty: 13732.641602
	Iteration 2Q: 3 clusters Score -1.527938e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -15280347.000000 Penalty: 13732.641602
	Iteration 3Q: 3 clusters Score -1.528035e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -15281205.000000 Penalty: 13732.641602
	Iteration 4Q: 3 clusters Score -1.52812e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -15282220.000000 Penalty: 13732.641602
	Iteration 5Q: 3 clusters Score -1.528222e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -15283223.000000 Penalty: 13732.641602
	Iteration 6Q: 3 clusters Score -1.528322e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -15284584.000000 Penalty: 13732.641602
	Iteration 7Q: 3 clusters Score -1.528458e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -15286608.000000 Penalty: 13732.641602
	Iteration 8Q: 3 clusters Score -1.528661e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -15288678.000000 Penalty: 13732.641602
	Iteration 9F: 3 clusters Score -1.528868e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -15290725.000000 Penalty: 13732.641602
	Iteration 10F: 3 clusters Score -1.529072e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -15292596.000000 Penalty: 13732.641602
	Iteration 11Q: 3 clusters Score -1.52926e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -15294352.000000 Penalty: 13732.641602
	Iteration 12Q: 3 clusters Score -1.529435e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -15296026.000000 Penalty: 13732.641602
	Iteration 13Q: 3 clusters Score -1.529603e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -15298144.000000 Penalty: 13732.641602
	Iteration 14Q: 3 clusters Score -1.529814e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -15300159.000000 Penalty: 13732.641602
	Iteration 15Q: 3 clusters Score -1.530016e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -15301799.000000 Penalty: 13732.641602
	Iteration 16Q: 3 clusters Score -1.53018e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -15302838.000000 Penalty: 13732.641602
	Iteration 17Q: 3 clusters Score -1.530284e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -15303430.000000 Penalty: 13732.641602
	Iteration 18Q: 3 clusters Score -1.530343e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -15303704.000000 Penalty: 13732.641602
	Iteration 19Q: 3 clusters Score -1.53037e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -15303885.000000 Penalty: 13732.641602
	Iteration 20F: 3 clusters Score -1.530388e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -15304049.000000 Penalty: 13732.641602
	Iteration 21Q: 3 clusters Score -1.530405e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -15304201.000000 Penalty: 13732.641602
	Iteration 22Q: 3 clusters Score -1.53042e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -15304327.000000 Penalty: 13732.641602
	Iteration 23Q: 3 clusters Score -1.530433e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -15304437.000000 Penalty: 13732.641602
	Iteration 24Q: 3 clusters Score -1.530444e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -15304547.000000 Penalty: 13732.641602
	Iteration 25Q: 3 clusters Score -1.530455e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -15304628.000000 Penalty: 13732.641602
	Iteration 26Q: 3 clusters Score -1.530463e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -15304729.000000 Penalty: 13732.641602
	Iteration 27Q: 3 clusters Score -1.530473e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -15304819.000000 Penalty: 13732.641602
	Iteration 28Q: 3 clusters Score -1.530482e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -15304991.000000 Penalty: 13732.641602
	Iteration 29Q: 3 clusters Score -1.530499e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -15305029.000000 Penalty: 13732.641602
	Iteration 30Q: 3 clusters Score -1.530503e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -15305153.000000 Penalty: 13732.641602
	Iteration 31Q: 3 clusters Score -1.530515e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -15305244.000000 Penalty: 13732.641602
	Iteration 32Q: 3 clusters Score -1.530524e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -15305276.000000 Penalty: 13732.641602
	Iteration 33Q: 3 clusters Score -1.530528e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -15305340.000000 Penalty: 13732.641602
	Iteration 34Q: 3 clusters Score -1.530534e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -15305423.000000 Penalty: 13732.641602
	Iteration 35Q: 3 clusters Score -1.530542e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -15305474.000000 Penalty: 13732.641602
	Iteration 36Q: 3 clusters Score -1.530547e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -15305490.000000 Penalty: 13732.641602
	Iteration 37Q: 3 clusters Score -1.530549e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -15305529.000000 Penalty: 13732.641602
	Iteration 38Q: 3 clusters Score -1.530553e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -15305556.000000 Penalty: 13732.641602
	Iteration 39Q: 3 clusters Score -1.530556e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -15305584.000000 Penalty: 13732.641602
	Iteration 40F: 3 clusters Score -1.530558e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -15305568.000000 Penalty: 13732.641602
	Iteration 41Q: 3 clusters Score -1.530557e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -15305604.000000 Penalty: 13732.641602
	Iteration 42Q: 3 clusters Score -1.53056e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -15305630.000000 Penalty: 13732.641602
	Iteration 43Q: 3 clusters Score -1.530563e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -15305645.000000 Penalty: 13732.641602
	Iteration 44Q: 3 clusters Score -1.530564e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -15305666.000000 Penalty: 13732.641602
	Iteration 45Q: 3 clusters Score -1.530567e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -15305679.000000 Penalty: 13732.641602
	Iteration 46Q: 3 clusters Score -1.530568e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -15305717.000000 Penalty: 13732.641602
	Iteration 47Q: 3 clusters Score -1.530572e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -15305708.000000 Penalty: 13732.641602
	Iteration 48Q: 3 clusters Score -1.530571e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -15305760.000000 Penalty: 13732.641602
	Iteration 49Q: 3 clusters Score -1.530576e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -15305773.000000 Penalty: 13732.641602
	Iteration 50Q: 3 clusters Score -1.530577e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -15305787.000000 Penalty: 13732.641602
	Iteration 51Q: 3 clusters Score -1.530579e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -15305779.000000 Penalty: 13732.641602
	Iteration 52Q: 3 clusters Score -1.530578e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -15305795.000000 Penalty: 13732.641602
	Iteration 53Q: 3 clusters Score -1.53058e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -15305806.000000 Penalty: 13732.641602
	Iteration 54Q: 3 clusters Score -1.530581e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -15305825.000000 Penalty: 13732.641602
	Iteration 55Q: 3 clusters Score -1.530582e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -15305836.000000 Penalty: 13732.641602
	Iteration 56Q: 3 clusters Score -1.530584e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -15305826.000000 Penalty: 13732.641602
	Iteration 57Q: 3 clusters Score -1.530583e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -15305825.000000 Penalty: 13732.641602
	Iteration 58Q: 3 clusters Score -1.530582e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -15305834.000000 Penalty: 13732.641602
	Iteration 59Q: 3 clusters Score -1.530583e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -15305853.000000 Penalty: 13732.641602
	Iteration 60F: 3 clusters Score -1.530585e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -15305875.000000 Penalty: 13732.641602
	Iteration 61Q: 3 clusters Score -1.530588e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -15305875.000000 Penalty: 13732.641602
	Iteration 62Q: 3 clusters Score -1.530588e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -15305869.000000 Penalty: 13732.641602
	Iteration 63Q: 3 clusters Score -1.530587e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -15305874.000000 Penalty: 13732.641602
	Iteration 64Q: 3 clusters Score -1.530587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -15305862.000000 Penalty: 13732.641602
	Iteration 65Q: 3 clusters Score -1.530586e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -15305866.000000 Penalty: 13732.641602
	Iteration 66Q: 3 clusters Score -1.530587e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -15305876.000000 Penalty: 13732.641602
	Iteration 67Q: 3 clusters Score -1.530588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -15305899.000000 Penalty: 13732.641602
	Iteration 68Q: 3 clusters Score -1.53059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -15305871.000000 Penalty: 13732.641602
	Iteration 69Q: 3 clusters Score -1.530587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -15305868.000000 Penalty: 13732.641602
	Iteration 70Q: 3 clusters Score -1.530587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -15305895.000000 Penalty: 13732.641602
	Iteration 71Q: 3 clusters Score -1.53059e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -15305906.000000 Penalty: 13732.641602
	Iteration 72Q: 3 clusters Score -1.530591e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -15305901.000000 Penalty: 13732.641602
	Iteration 73Q: 3 clusters Score -1.53059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -15305916.000000 Penalty: 13732.641602
	Iteration 74Q: 3 clusters Score -1.530592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -15305885.000000 Penalty: 13732.641602
	Iteration 75Q: 3 clusters Score -1.530588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -15305860.000000 Penalty: 13732.641602
	Iteration 76Q: 3 clusters Score -1.530586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -15305863.000000 Penalty: 13732.641602
	Iteration 77Q: 3 clusters Score -1.530586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -15305876.000000 Penalty: 13732.641602
	Iteration 78Q: 3 clusters Score -1.530588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -15305855.000000 Penalty: 13732.641602
	Iteration 79Q: 3 clusters Score -1.530586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -15305890.000000 Penalty: 13732.641602
	Iteration 80F: 3 clusters Score -1.530589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -15305878.000000 Penalty: 13732.641602
	Iteration 81Q: 3 clusters Score -1.530588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -15305886.000000 Penalty: 13732.641602
	Iteration 82Q: 3 clusters Score -1.530589e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -15305888.000000 Penalty: 13732.641602
	Iteration 83Q: 3 clusters Score -1.530589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -15305883.000000 Penalty: 13732.641602
	Iteration 84Q: 3 clusters Score -1.530588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -15305895.000000 Penalty: 13732.641602
	Iteration 85Q: 3 clusters Score -1.53059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -15305878.000000 Penalty: 13732.641602
	Iteration 86Q: 3 clusters Score -1.530588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -15305887.000000 Penalty: 13732.641602
	Iteration 87Q: 3 clusters Score -1.530589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -15305890.000000 Penalty: 13732.641602
	Iteration 88Q: 3 clusters Score -1.530589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -15305871.000000 Penalty: 13732.641602
	Iteration 89Q: 3 clusters Score -1.530587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -15305870.000000 Penalty: 13732.641602
	Iteration 90Q: 3 clusters Score -1.530587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -15305886.000000 Penalty: 13732.641602
	Iteration 91Q: 3 clusters Score -1.530589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -15305871.000000 Penalty: 13732.641602
	Iteration 92Q: 3 clusters Score -1.530587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -15305860.000000 Penalty: 13732.641602
	Iteration 93Q: 3 clusters Score -1.530586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -15305864.000000 Penalty: 13732.641602
	Iteration 94Q: 3 clusters Score -1.530586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -15305857.000000 Penalty: 13732.641602
	Iteration 95Q: 3 clusters Score -1.530586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -15305842.000000 Penalty: 13732.641602
	Iteration 96Q: 3 clusters Score -1.530584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -15305856.000000 Penalty: 13732.641602
	Iteration 97Q: 3 clusters Score -1.530586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -15305852.000000 Penalty: 13732.641602
	Iteration 98Q: 3 clusters Score -1.530585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -15305853.000000 Penalty: 13732.641602
	Iteration 99Q: 3 clusters Score -1.530585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -15305851.000000 Penalty: 13732.641602
	Iteration 100F: 3 clusters Score -1.530585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -15305873.000000 Penalty: 13732.641602
	Iteration 101Q: 3 clusters Score -1.530587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -15305872.000000 Penalty: 13732.641602
	Iteration 102Q: 3 clusters Score -1.530587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -15305870.000000 Penalty: 13732.641602
	Iteration 103Q: 3 clusters Score -1.530587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -15305875.000000 Penalty: 13732.641602
	Iteration 104Q: 3 clusters Score -1.530588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -15305875.000000 Penalty: 13732.641602
	Iteration 105Q: 3 clusters Score -1.530588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -15305880.000000 Penalty: 13732.641602
	Iteration 106Q: 3 clusters Score -1.530588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -15305890.000000 Penalty: 13732.641602
	Iteration 107Q: 3 clusters Score -1.530589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -15305877.000000 Penalty: 13732.641602
	Iteration 108Q: 3 clusters Score -1.530588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -15305878.000000 Penalty: 13732.641602
	Iteration 109Q: 3 clusters Score -1.530588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -15305881.000000 Penalty: 13732.641602
	Iteration 110Q: 3 clusters Score -1.530588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -15305876.000000 Penalty: 13732.641602
	Iteration 111Q: 3 clusters Score -1.530588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -15305882.000000 Penalty: 13732.641602
	Iteration 112Q: 3 clusters Score -1.530588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -15305888.000000 Penalty: 13732.641602
	Iteration 113Q: 3 clusters Score -1.530589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -15305890.000000 Penalty: 13732.641602
	Iteration 114Q: 3 clusters Score -1.530589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -15305883.000000 Penalty: 13732.641602
	Iteration 115Q: 3 clusters Score -1.530588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -15305883.000000 Penalty: 13732.641602
	Iteration 116F: 3 clusters Score -1.530588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Entering Unmasked Estep 
Score: -8571099.000000 Penalty: 6509.509277
	Iteration 0F: 2 clusters Score -8571099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -8541047.000000 Penalty: 13019.018555
	Iteration 0F: 3 clusters Score -8541047 nChanged 17868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -8550586.000000 Penalty: 13019.018555
	Iteration 1F: 3 clusters Score -8550586 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -8551444.000000 Penalty: 13019.018555
	Iteration 2F: 3 clusters Score -8551444 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -8552116.000000 Penalty: 13019.018555
	Iteration 3Q: 3 clusters Score -8552116 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -8552699.000000 Penalty: 13019.018555
	Iteration 4Q: 3 clusters Score -8552699 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -8553279.000000 Penalty: 13019.018555
	Iteration 5Q: 3 clusters Score -8553279 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -8553834.000000 Penalty: 13019.018555
	Iteration 6Q: 3 clusters Score -8553834 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -8554470.000000 Penalty: 13019.018555
	Iteration 7Q: 3 clusters Score -8554470 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -8555181.000000 Penalty: 13019.018555
	Iteration 8Q: 3 clusters Score -8555181 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -8555994.000000 Penalty: 13019.018555
	Iteration 9Q: 3 clusters Score -8555994 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -8556827.000000 Penalty: 13019.018555
	Iteration 10Q: 3 clusters Score -8556827 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -8557722.000000 Penalty: 13019.018555
	Iteration 11Q: 3 clusters Score -8557722 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -8558673.000000 Penalty: 13019.018555
	Iteration 12Q: 3 clusters Score -8558673 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -8559600.000000 Penalty: 13019.018555
	Iteration 13Q: 3 clusters Score -8559600 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -8560543.000000 Penalty: 13019.018555
	Iteration 14Q: 3 clusters Score -8560543 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -8561477.000000 Penalty: 13019.018555
	Iteration 15Q: 3 clusters Score -8561477 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -8562316.000000 Penalty: 13019.018555
	Iteration 16Q: 3 clusters Score -8562316 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -8563046.000000 Penalty: 13019.018555
	Iteration 17Q: 3 clusters Score -8563046 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -8563658.000000 Penalty: 13019.018555
	Iteration 18Q: 3 clusters Score -8563658 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -8564101.000000 Penalty: 13019.018555
	Iteration 19Q: 3 clusters Score -8564101 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -8564404.000000 Penalty: 13019.018555
	Iteration 20F: 3 clusters Score -8564404 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -8564599.000000 Penalty: 13019.018555
	Iteration 21Q: 3 clusters Score -8564599 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -8564785.000000 Penalty: 13019.018555
	Iteration 22Q: 3 clusters Score -8564785 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -8564902.000000 Penalty: 13019.018555
	Iteration 23Q: 3 clusters Score -8564902 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -8565019.000000 Penalty: 13019.018555
	Iteration 24Q: 3 clusters Score -8565019 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -8565076.000000 Penalty: 13019.018555
	Iteration 25Q: 3 clusters Score -8565076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -8565138.000000 Penalty: 13019.018555
	Iteration 26Q: 3 clusters Score -8565138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -8565199.000000 Penalty: 13019.018555
	Iteration 27Q: 3 clusters Score -8565199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -8565238.000000 Penalty: 13019.018555
	Iteration 28Q: 3 clusters Score -8565238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -8565265.000000 Penalty: 13019.018555
	Iteration 29Q: 3 clusters Score -8565265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -8565293.000000 Penalty: 13019.018555
	Iteration 30Q: 3 clusters Score -8565293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -8565303.000000 Penalty: 13019.018555
	Iteration 31Q: 3 clusters Score -8565303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -8565312.000000 Penalty: 13019.018555
	Iteration 32Q: 3 clusters Score -8565312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -8565333.000000 Penalty: 13019.018555
	Iteration 33Q: 3 clusters Score -8565333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -8565338.000000 Penalty: 13019.018555
	Iteration 34Q: 3 clusters Score -8565338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -8565351.000000 Penalty: 13019.018555
	Iteration 35Q: 3 clusters Score -8565351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -8565351.000000 Penalty: 13019.018555
	Iteration 36Q: 3 clusters Score -8565351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -8565357.000000 Penalty: 13019.018555
	Iteration 37Q: 3 clusters Score -8565357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -8565367.000000 Penalty: 13019.018555
	Iteration 38Q: 3 clusters Score -8565367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -8565373.000000 Penalty: 13019.018555
	Iteration 39Q: 3 clusters Score -8565373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -8565389.000000 Penalty: 13019.018555
	Iteration 40F: 3 clusters Score -8565389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -8565399.000000 Penalty: 13019.018555
	Iteration 41Q: 3 clusters Score -8565399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -8565399.000000 Penalty: 13019.018555
	Iteration 42Q: 3 clusters Score -8565399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -8565400.000000 Penalty: 13019.018555
	Iteration 43Q: 3 clusters Score -8565400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -8565399.000000 Penalty: 13019.018555
	Iteration 44Q: 3 clusters Score -8565399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -8565399.000000 Penalty: 13019.018555
	Iteration 45F: 3 clusters Score -8565399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -106051.039062 Penalty: 3900.514404
	Iteration 0F: 2 clusters Score -106051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -102525.632812 Penalty: 7801.028809
	Iteration 0F: 3 clusters Score -102525.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -102718.648438 Penalty: 7801.028809
	Iteration 1F: 3 clusters Score -102718.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -102805.453125 Penalty: 7801.028809
	Iteration 2Q: 3 clusters Score -102805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -102891.359375 Penalty: 7801.028809
	Iteration 3Q: 3 clusters Score -102891.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -102995.898438 Penalty: 7801.028809
	Iteration 4Q: 3 clusters Score -102995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103099.492188 Penalty: 7801.028809
	Iteration 5Q: 3 clusters Score -103099.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -103192.273438 Penalty: 7801.028809
	Iteration 6Q: 3 clusters Score -103192.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103245.054688 Penalty: 7801.028809
	Iteration 7Q: 3 clusters Score -103245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103292.257812 Penalty: 7801.028809
	Iteration 8Q: 3 clusters Score -103292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103305.515625 Penalty: 7801.028809
	Iteration 9Q: 3 clusters Score -103305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103322.265625 Penalty: 7801.028809
	Iteration 10Q: 3 clusters Score -103322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103344.093750 Penalty: 7801.028809
	Iteration 11Q: 3 clusters Score -103344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103364.578125 Penalty: 7801.028809
	Iteration 12Q: 3 clusters Score -103364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103380.796875 Penalty: 7801.028809
	Iteration 13Q: 3 clusters Score -103380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103404.078125 Penalty: 7801.028809
	Iteration 14Q: 3 clusters Score -103404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103430.101562 Penalty: 7801.028809
	Iteration 15Q: 3 clusters Score -103430.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103452.929688 Penalty: 7801.028809
	Iteration 16Q: 3 clusters Score -103452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103490.835938 Penalty: 7801.028809
	Iteration 17Q: 3 clusters Score -103490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103510.156250 Penalty: 7801.028809
	Iteration 18Q: 3 clusters Score -103510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103571.695312 Penalty: 7801.028809
	Iteration 19Q: 3 clusters Score -103571.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103710.296875 Penalty: 7801.028809
	Iteration 20F: 3 clusters Score -103710.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103896.914062 Penalty: 7801.028809
	Iteration 21Q: 3 clusters Score -103896.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103933.335938 Penalty: 7801.028809
	Iteration 22Q: 3 clusters Score -103933.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103985.585938 Penalty: 7801.028809
	Iteration 23Q: 3 clusters Score -103985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -104026.625000 Penalty: 7801.028809
	Iteration 24Q: 3 clusters Score -104026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104042.523438 Penalty: 7801.028809
	Iteration 25Q: 3 clusters Score -104042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -104064.851562 Penalty: 7801.028809
	Iteration 26Q: 3 clusters Score -104064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -104080.351562 Penalty: 7801.028809
	Iteration 27Q: 3 clusters Score -104080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -104090.460938 Penalty: 7801.028809
	Iteration 28Q: 3 clusters Score -104090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -104105.460938 Penalty: 7801.028809
	Iteration 29Q: 3 clusters Score -104105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -104114.343750 Penalty: 7801.028809
	Iteration 30Q: 3 clusters Score -104114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -104130.812500 Penalty: 7801.028809
	Iteration 31Q: 3 clusters Score -104130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -104153.867188 Penalty: 7801.028809
	Iteration 32Q: 3 clusters Score -104153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -104159.382812 Penalty: 7801.028809
	Iteration 33Q: 3 clusters Score -104159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -104164.734375 Penalty: 7801.028809
	Iteration 34Q: 3 clusters Score -104164.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -104164.734375 Penalty: 7801.028809
	Iteration 35F: 3 clusters Score -104164.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 12189 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87886 members 
Mstep: Class 6 contains 12191 members 
Mstep: Class 7 contains 12845 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21562 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23735 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26106 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10059 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26074 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38272 members 
Mstep: Class 23 contains 73889 members 
Mstep: Class 24 contains 41265 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424168.000000 Penalty: 199048.500000
Iteration 159Q: 26 clusters Score -8.942417e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 12189 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87887 members 
Mstep: Class 6 contains 12197 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21567 members 
Mstep: Class 10 contains 16403 members 
Mstep: Class 11 contains 23733 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26104 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26071 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38272 members 
Mstep: Class 23 contains 73889 members 
Mstep: Class 24 contains 41267 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424312.000000 Penalty: 199048.500000
Iteration 160F: 26 clusters Score -8.942431e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 12191 members 
Mstep: Class 3 contains 9089 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87886 members 
Mstep: Class 6 contains 12197 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21572 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 23733 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26101 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10037 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26071 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38271 members 
Mstep: Class 23 contains 73891 members 
Mstep: Class 24 contains 41267 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424320.000000 Penalty: 199048.500000
Iteration 161Q: 26 clusters Score -8.942432e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 9087 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87885 members 
Mstep: Class 6 contains 12196 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21577 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 23736 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26100 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10031 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26070 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38271 members 
Mstep: Class 23 contains 73884 members 
Mstep: Class 24 contains 41268 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424384.000000 Penalty: 199048.500000
Iteration 162Q: 26 clusters Score -8.942438e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 12191 members 
Mstep: Class 3 contains 9086 members 
Mstep: Class 4 contains 7550 members 
Mstep: Class 5 contains 87884 members 
Mstep: Class 6 contains 12196 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21580 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 23738 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26099 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26068 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38273 members 
Mstep: Class 23 contains 73885 members 
Mstep: Class 24 contains 41270 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424352.000000 Penalty: 199048.500000
Iteration 163Q: 26 clusters Score -8.942435e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 9084 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87885 members 
Mstep: Class 6 contains 12196 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21583 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 23739 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26097 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10013 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26064 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38274 members 
Mstep: Class 23 contains 73883 members 
Mstep: Class 24 contains 41271 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424328.000000 Penalty: 199048.500000
Iteration 164Q: 26 clusters Score -8.942433e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 12199 members 
Mstep: Class 3 contains 9084 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87885 members 
Mstep: Class 6 contains 12198 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21586 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 23740 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26093 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 10003 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26058 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38277 members 
Mstep: Class 23 contains 73885 members 
Mstep: Class 24 contains 41272 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424344.000000 Penalty: 199048.500000
Iteration 165Q: 26 clusters Score -8.942434e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 12189 members 
Mstep: Class 3 contains 9082 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87886 members 
Mstep: Class 6 contains 12196 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21588 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 23740 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26091 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9989 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26059 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38277 members 
Mstep: Class 23 contains 73892 members 
Mstep: Class 24 contains 41272 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424368.000000 Penalty: 199048.500000
Iteration 166Q: 26 clusters Score -8.942437e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 12189 members 
Mstep: Class 3 contains 9083 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 87886 members 
Mstep: Class 6 contains 12194 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21590 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 23739 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26091 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9977 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26059 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38275 members 
Mstep: Class 23 contains 73895 members 
Mstep: Class 24 contains 41271 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424424.000000 Penalty: 199048.500000
Iteration 167Q: 26 clusters Score -8.942442e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 9081 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87886 members 
Mstep: Class 6 contains 12191 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21593 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 23735 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26089 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9966 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26055 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38276 members 
Mstep: Class 23 contains 73899 members 
Mstep: Class 24 contains 41275 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424504.000000 Penalty: 199048.500000
Iteration 168Q: 26 clusters Score -8.94245e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 12188 members 
Mstep: Class 3 contains 9079 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87886 members 
Mstep: Class 6 contains 12193 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21595 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 23735 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26088 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9962 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26053 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38281 members 
Mstep: Class 23 contains 73895 members 
Mstep: Class 24 contains 41273 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424440.000000 Penalty: 199048.500000
Iteration 169Q: 26 clusters Score -8.942444e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 12179 members 
Mstep: Class 3 contains 9083 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87886 members 
Mstep: Class 6 contains 12192 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21599 members 
Mstep: Class 10 contains 16405 members 
Mstep: Class 11 contains 23736 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26085 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9956 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38281 members 
Mstep: Class 23 contains 73893 members 
Mstep: Class 24 contains 41276 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424448.000000 Penalty: 199048.500000
Iteration 170Q: 26 clusters Score -8.942445e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 12176 members 
Mstep: Class 3 contains 9087 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 87885 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21602 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 23735 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26085 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9952 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26050 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38280 members 
Mstep: Class 23 contains 73891 members 
Mstep: Class 24 contains 41276 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424416.000000 Penalty: 199048.500000
Iteration 171Q: 26 clusters Score -8.942442e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 9085 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87887 members 
Mstep: Class 6 contains 12188 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21602 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23735 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26084 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9944 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38281 members 
Mstep: Class 23 contains 73891 members 
Mstep: Class 24 contains 41279 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424432.000000 Penalty: 199048.500000
Iteration 172Q: 26 clusters Score -8.942443e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 12168 members 
Mstep: Class 3 contains 9084 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87885 members 
Mstep: Class 6 contains 12187 members 
Mstep: Class 7 contains 12843 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23735 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26084 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9932 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26046 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38280 members 
Mstep: Class 23 contains 73894 members 
Mstep: Class 24 contains 41279 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424424.000000 Penalty: 199048.500000
Iteration 173Q: 26 clusters Score -8.942442e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 12167 members 
Mstep: Class 3 contains 9080 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87890 members 
Mstep: Class 6 contains 12183 members 
Mstep: Class 7 contains 12839 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23736 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26085 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9931 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26046 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38279 members 
Mstep: Class 23 contains 73893 members 
Mstep: Class 24 contains 41283 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424392.000000 Penalty: 199048.500000
Iteration 174Q: 26 clusters Score -8.942439e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 12169 members 
Mstep: Class 3 contains 9076 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87897 members 
Mstep: Class 6 contains 12182 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23739 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26085 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9923 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26047 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38279 members 
Mstep: Class 23 contains 73897 members 
Mstep: Class 24 contains 41282 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424480.000000 Penalty: 199048.500000
Iteration 175Q: 26 clusters Score -8.942448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 12166 members 
Mstep: Class 3 contains 9075 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87898 members 
Mstep: Class 6 contains 12181 members 
Mstep: Class 7 contains 12831 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23743 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26084 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9914 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26048 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38279 members 
Mstep: Class 23 contains 73903 members 
Mstep: Class 24 contains 41283 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424464.000000 Penalty: 199048.500000
Iteration 176Q: 26 clusters Score -8.942446e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87900 members 
Mstep: Class 6 contains 12180 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23747 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26051 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38279 members 
Mstep: Class 23 contains 73904 members 
Mstep: Class 24 contains 41283 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424416.000000 Penalty: 199048.500000
Iteration 177Q: 26 clusters Score -8.942442e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12179 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21607 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23746 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9900 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26053 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38280 members 
Mstep: Class 23 contains 73905 members 
Mstep: Class 24 contains 41283 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424304.000000 Penalty: 199048.500000
Iteration 178Q: 26 clusters Score -8.94243e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 12159 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12178 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21607 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23747 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26082 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9897 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26053 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38281 members 
Mstep: Class 23 contains 73907 members 
Mstep: Class 24 contains 41284 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424304.000000 Penalty: 199048.500000
Iteration 179Q: 26 clusters Score -8.94243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 12152 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21609 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23747 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26082 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9894 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26050 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38284 members 
Mstep: Class 23 contains 73906 members 
Mstep: Class 24 contains 41282 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424392.000000 Penalty: 199048.500000
Iteration 180F: 26 clusters Score -8.942439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 12147 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87902 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21608 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23748 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26081 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9894 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26050 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38283 members 
Mstep: Class 23 contains 73904 members 
Mstep: Class 24 contains 41282 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424360.000000 Penalty: 199048.500000
Iteration 181Q: 26 clusters Score -8.942436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 12143 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87902 members 
Mstep: Class 6 contains 12171 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21608 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23749 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26081 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9894 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38285 members 
Mstep: Class 23 contains 73901 members 
Mstep: Class 24 contains 41282 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424408.000000 Penalty: 199048.500000
Iteration 182Q: 26 clusters Score -8.942441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 12138 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12171 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21609 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23748 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26081 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9893 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38284 members 
Mstep: Class 23 contains 73902 members 
Mstep: Class 24 contains 41282 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424384.000000 Penalty: 199048.500000
Iteration 183Q: 26 clusters Score -8.942438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 12131 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87902 members 
Mstep: Class 6 contains 12171 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23748 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26081 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9891 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38284 members 
Mstep: Class 23 contains 73905 members 
Mstep: Class 24 contains 41282 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424432.000000 Penalty: 199048.500000
Iteration 184Q: 26 clusters Score -8.942443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 12129 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87902 members 
Mstep: Class 6 contains 12171 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23749 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26081 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26050 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38285 members 
Mstep: Class 23 contains 73902 members 
Mstep: Class 24 contains 41281 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424408.000000 Penalty: 199048.500000
Iteration 185Q: 26 clusters Score -8.942441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 12121 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87902 members 
Mstep: Class 6 contains 12172 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23749 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26080 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26050 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38287 members 
Mstep: Class 23 contains 73903 members 
Mstep: Class 24 contains 41282 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424320.000000 Penalty: 199048.500000
Iteration 186Q: 26 clusters Score -8.942432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 12119 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87902 members 
Mstep: Class 6 contains 12172 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21612 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 23748 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26079 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26050 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38288 members 
Mstep: Class 23 contains 73902 members 
Mstep: Class 24 contains 41284 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424328.000000 Penalty: 199048.500000
Iteration 187Q: 26 clusters Score -8.942433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 12111 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 23752 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26079 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26050 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38287 members 
Mstep: Class 23 contains 73901 members 
Mstep: Class 24 contains 41286 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424376.000000 Penalty: 199048.500000
Iteration 188Q: 26 clusters Score -8.942438e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 12105 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16405 members 
Mstep: Class 11 contains 23755 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26079 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9880 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26048 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38287 members 
Mstep: Class 23 contains 73902 members 
Mstep: Class 24 contains 41284 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424416.000000 Penalty: 199048.500000
Iteration 189Q: 26 clusters Score -8.942442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 12099 members 
Mstep: Class 3 contains 9069 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12174 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16407 members 
Mstep: Class 11 contains 23754 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26079 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9878 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26048 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38289 members 
Mstep: Class 23 contains 73903 members 
Mstep: Class 24 contains 41285 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424472.000000 Penalty: 199048.500000
Iteration 190Q: 26 clusters Score -8.942447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 12092 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87900 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23754 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26080 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9877 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38290 members 
Mstep: Class 23 contains 73905 members 
Mstep: Class 24 contains 41286 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424488.000000 Penalty: 199048.500000
Iteration 191Q: 26 clusters Score -8.942449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 12089 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87900 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23753 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26081 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9876 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38290 members 
Mstep: Class 23 contains 73905 members 
Mstep: Class 24 contains 41284 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424368.000000 Penalty: 199048.500000
Iteration 192Q: 26 clusters Score -8.942437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 12088 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87900 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21612 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23753 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26081 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9874 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38292 members 
Mstep: Class 23 contains 73905 members 
Mstep: Class 24 contains 41284 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424408.000000 Penalty: 199048.500000
Iteration 193Q: 26 clusters Score -8.942441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 12082 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87900 members 
Mstep: Class 6 contains 12174 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21612 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23753 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9872 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26048 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38296 members 
Mstep: Class 23 contains 73904 members 
Mstep: Class 24 contains 41284 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424360.000000 Penalty: 199048.500000
Iteration 194Q: 26 clusters Score -8.942436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 12080 members 
Mstep: Class 3 contains 9064 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87900 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23752 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9870 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38296 members 
Mstep: Class 23 contains 73907 members 
Mstep: Class 24 contains 41285 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424400.000000 Penalty: 199048.500000
Iteration 195Q: 26 clusters Score -8.94244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 12079 members 
Mstep: Class 3 contains 9063 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21610 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23750 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9870 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26050 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38296 members 
Mstep: Class 23 contains 73908 members 
Mstep: Class 24 contains 41286 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424360.000000 Penalty: 199048.500000
Iteration 196Q: 26 clusters Score -8.942436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 12076 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23750 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9870 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26049 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38297 members 
Mstep: Class 23 contains 73909 members 
Mstep: Class 24 contains 41285 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424368.000000 Penalty: 199048.500000
Iteration 197Q: 26 clusters Score -8.942437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 12072 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23750 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9870 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26046 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38299 members 
Mstep: Class 23 contains 73911 members 
Mstep: Class 24 contains 41285 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424368.000000 Penalty: 199048.500000
Iteration 198Q: 26 clusters Score -8.942437e+07 nChanged 5
Entering ConstructFrom: 
Score: -89424368.000000 Penalty: 199048.500000
Entering ConstructFrom: 
Trying to split cluster 1 (15859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Entering Unmasked Estep 
Score: -3124828.250000 Penalty: 5923.789062
	Iteration 0F: 2 clusters Score -3124828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3110883.250000 Penalty: 11847.578125
	Iteration 0F: 3 clusters Score -3110883 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3114343.500000 Penalty: 11847.578125
	Iteration 1F: 3 clusters Score -3114344 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3114922.000000 Penalty: 11847.578125
	Iteration 2F: 3 clusters Score -3114922 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3115275.000000 Penalty: 11847.578125
	Iteration 3Q: 3 clusters Score -3115275 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3115548.250000 Penalty: 11847.578125
	Iteration 4Q: 3 clusters Score -3115548 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -3115781.500000 Penalty: 11847.578125
	Iteration 5Q: 3 clusters Score -3115782 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3115971.750000 Penalty: 11847.578125
	Iteration 6Q: 3 clusters Score -3115972 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3116140.500000 Penalty: 11847.578125
	Iteration 7Q: 3 clusters Score -3116140 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3116305.500000 Penalty: 11847.578125
	Iteration 8Q: 3 clusters Score -3116306 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3116452.250000 Penalty: 11847.578125
	Iteration 9Q: 3 clusters Score -3116452 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3116587.000000 Penalty: 11847.578125
	Iteration 10Q: 3 clusters Score -3116587 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3116764.750000 Penalty: 11847.578125
	Iteration 11Q: 3 clusters Score -3116765 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3116907.750000 Penalty: 11847.578125
	Iteration 12Q: 3 clusters Score -3116908 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3117048.250000 Penalty: 11847.578125
	Iteration 13Q: 3 clusters Score -3117048 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3117194.250000 Penalty: 11847.578125
	Iteration 14Q: 3 clusters Score -3117194 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3117363.000000 Penalty: 11847.578125
	Iteration 15Q: 3 clusters Score -3117363 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3117534.000000 Penalty: 11847.578125
	Iteration 16Q: 3 clusters Score -3117534 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3117702.750000 Penalty: 11847.578125
	Iteration 17Q: 3 clusters Score -3117703 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3117933.750000 Penalty: 11847.578125
	Iteration 18Q: 3 clusters Score -3117934 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3118149.000000 Penalty: 11847.578125
	Iteration 19Q: 3 clusters Score -3118149 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3118387.000000 Penalty: 11847.578125
	Iteration 20F: 3 clusters Score -3118387 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3118594.000000 Penalty: 11847.578125
	Iteration 21Q: 3 clusters Score -3118594 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3118742.250000 Penalty: 11847.578125
	Iteration 22Q: 3 clusters Score -3118742 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3118882.750000 Penalty: 11847.578125
	Iteration 23Q: 3 clusters Score -3118883 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3119010.500000 Penalty: 11847.578125
	Iteration 24Q: 3 clusters Score -3119010 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3119096.750000 Penalty: 11847.578125
	Iteration 25Q: 3 clusters Score -3119097 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3119164.250000 Penalty: 11847.578125
	Iteration 26Q: 3 clusters Score -3119164 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3119205.500000 Penalty: 11847.578125
	Iteration 27Q: 3 clusters Score -3119206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3119234.500000 Penalty: 11847.578125
	Iteration 28Q: 3 clusters Score -3119234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3119260.750000 Penalty: 11847.578125
	Iteration 29Q: 3 clusters Score -3119261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3119290.250000 Penalty: 11847.578125
	Iteration 30Q: 3 clusters Score -3119290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3119308.500000 Penalty: 11847.578125
	Iteration 31Q: 3 clusters Score -3119308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3119314.500000 Penalty: 11847.578125
	Iteration 32Q: 3 clusters Score -3119314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3119330.000000 Penalty: 11847.578125
	Iteration 33Q: 3 clusters Score -3119330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3119333.500000 Penalty: 11847.578125
	Iteration 34Q: 3 clusters Score -3119334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3119331.500000 Penalty: 11847.578125
	Iteration 35Q: 3 clusters Score -3119332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3119334.750000 Penalty: 11847.578125
	Iteration 36Q: 3 clusters Score -3119335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3119344.250000 Penalty: 11847.578125
	Iteration 37Q: 3 clusters Score -3119344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3119347.000000 Penalty: 11847.578125
	Iteration 38Q: 3 clusters Score -3119347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3119354.500000 Penalty: 11847.578125
	Iteration 39Q: 3 clusters Score -3119354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3119364.000000 Penalty: 11847.578125
	Iteration 40F: 3 clusters Score -3119364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3119357.000000 Penalty: 11847.578125
	Iteration 41Q: 3 clusters Score -3119357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3119362.000000 Penalty: 11847.578125
	Iteration 42Q: 3 clusters Score -3119362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3119371.250000 Penalty: 11847.578125
	Iteration 43Q: 3 clusters Score -3119371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3119366.750000 Penalty: 11847.578125
	Iteration 44Q: 3 clusters Score -3119367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3119363.250000 Penalty: 11847.578125
	Iteration 45Q: 3 clusters Score -3119363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3119368.250000 Penalty: 11847.578125
	Iteration 46Q: 3 clusters Score -3119368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3119367.000000 Penalty: 11847.578125
	Iteration 47Q: 3 clusters Score -3119367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3119373.250000 Penalty: 11847.578125
	Iteration 48Q: 3 clusters Score -3119373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3119378.750000 Penalty: 11847.578125
	Iteration 49Q: 3 clusters Score -3119379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3119385.000000 Penalty: 11847.578125
	Iteration 50Q: 3 clusters Score -3119385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3119388.750000 Penalty: 11847.578125
	Iteration 51Q: 3 clusters Score -3119389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3119387.000000 Penalty: 11847.578125
	Iteration 52Q: 3 clusters Score -3119387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3119378.750000 Penalty: 11847.578125
	Iteration 53Q: 3 clusters Score -3119379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3119388.750000 Penalty: 11847.578125
	Iteration 54Q: 3 clusters Score -3119389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3119385.000000 Penalty: 11847.578125
	Iteration 55Q: 3 clusters Score -3119385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3119385.000000 Penalty: 11847.578125
	Iteration 56F: 3 clusters Score -3119385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Entering Unmasked Estep 
Score: -2396755.750000 Penalty: 5756.567871
	Iteration 0F: 2 clusters Score -2396756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2385182.000000 Penalty: 11513.135742
	Iteration 0F: 3 clusters Score -2385182 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2387809.250000 Penalty: 11513.135742
	Iteration 1F: 3 clusters Score -2387809 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2388381.250000 Penalty: 11513.135742
	Iteration 2F: 3 clusters Score -2388381 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2388753.500000 Penalty: 11513.135742
	Iteration 3F: 3 clusters Score -2388754 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2389036.250000 Penalty: 11513.135742
	Iteration 4Q: 3 clusters Score -2389036 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2389300.500000 Penalty: 11513.135742
	Iteration 5Q: 3 clusters Score -2389300 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2389549.000000 Penalty: 11513.135742
	Iteration 6Q: 3 clusters Score -2389549 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2389760.500000 Penalty: 11513.135742
	Iteration 7Q: 3 clusters Score -2389760 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2389936.000000 Penalty: 11513.135742
	Iteration 8Q: 3 clusters Score -2389936 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2390071.500000 Penalty: 11513.135742
	Iteration 9Q: 3 clusters Score -2390072 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2390186.750000 Penalty: 11513.135742
	Iteration 10Q: 3 clusters Score -2390187 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2390296.000000 Penalty: 11513.135742
	Iteration 11Q: 3 clusters Score -2390296 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2390390.500000 Penalty: 11513.135742
	Iteration 12Q: 3 clusters Score -2390390 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2390487.250000 Penalty: 11513.135742
	Iteration 13Q: 3 clusters Score -2390487 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2390580.250000 Penalty: 11513.135742
	Iteration 14Q: 3 clusters Score -2390580 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2390647.750000 Penalty: 11513.135742
	Iteration 15Q: 3 clusters Score -2390648 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2390691.250000 Penalty: 11513.135742
	Iteration 16Q: 3 clusters Score -2390691 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2390746.750000 Penalty: 11513.135742
	Iteration 17Q: 3 clusters Score -2390747 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2390791.500000 Penalty: 11513.135742
	Iteration 18Q: 3 clusters Score -2390792 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2390830.000000 Penalty: 11513.135742
	Iteration 19Q: 3 clusters Score -2390830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2390872.000000 Penalty: 11513.135742
	Iteration 20F: 3 clusters Score -2390872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2390918.500000 Penalty: 11513.135742
	Iteration 21Q: 3 clusters Score -2390918 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2390962.500000 Penalty: 11513.135742
	Iteration 22Q: 3 clusters Score -2390962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2391018.750000 Penalty: 11513.135742
	Iteration 23Q: 3 clusters Score -2391019 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2391070.250000 Penalty: 11513.135742
	Iteration 24Q: 3 clusters Score -2391070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2391131.000000 Penalty: 11513.135742
	Iteration 25Q: 3 clusters Score -2391131 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2391184.250000 Penalty: 11513.135742
	Iteration 26Q: 3 clusters Score -2391184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2391232.250000 Penalty: 11513.135742
	Iteration 27Q: 3 clusters Score -2391232 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2391290.500000 Penalty: 11513.135742
	Iteration 28Q: 3 clusters Score -2391290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2391349.500000 Penalty: 11513.135742
	Iteration 29Q: 3 clusters Score -2391350 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2391397.500000 Penalty: 11513.135742
	Iteration 30Q: 3 clusters Score -2391398 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2391455.000000 Penalty: 11513.135742
	Iteration 31Q: 3 clusters Score -2391455 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2391501.000000 Penalty: 11513.135742
	Iteration 32Q: 3 clusters Score -2391501 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2391545.500000 Penalty: 11513.135742
	Iteration 33Q: 3 clusters Score -2391546 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2391586.750000 Penalty: 11513.135742
	Iteration 34Q: 3 clusters Score -2391587 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2391610.250000 Penalty: 11513.135742
	Iteration 35Q: 3 clusters Score -2391610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2391647.500000 Penalty: 11513.135742
	Iteration 36Q: 3 clusters Score -2391648 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2391687.500000 Penalty: 11513.135742
	Iteration 37Q: 3 clusters Score -2391688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2391728.000000 Penalty: 11513.135742
	Iteration 38Q: 3 clusters Score -2391728 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2391769.000000 Penalty: 11513.135742
	Iteration 39Q: 3 clusters Score -2391769 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2391798.000000 Penalty: 11513.135742
	Iteration 40F: 3 clusters Score -2391798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2391818.500000 Penalty: 11513.135742
	Iteration 41Q: 3 clusters Score -2391818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2391848.750000 Penalty: 11513.135742
	Iteration 42Q: 3 clusters Score -2391849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2391872.250000 Penalty: 11513.135742
	Iteration 43Q: 3 clusters Score -2391872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2391894.750000 Penalty: 11513.135742
	Iteration 44Q: 3 clusters Score -2391895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2391922.000000 Penalty: 11513.135742
	Iteration 45Q: 3 clusters Score -2391922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2391935.250000 Penalty: 11513.135742
	Iteration 46Q: 3 clusters Score -2391935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2391955.250000 Penalty: 11513.135742
	Iteration 47Q: 3 clusters Score -2391955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2391963.000000 Penalty: 11513.135742
	Iteration 48Q: 3 clusters Score -2391963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2391981.000000 Penalty: 11513.135742
	Iteration 49Q: 3 clusters Score -2391981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2392001.000000 Penalty: 11513.135742
	Iteration 50Q: 3 clusters Score -2392001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2392005.750000 Penalty: 11513.135742
	Iteration 51Q: 3 clusters Score -2392006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2392006.500000 Penalty: 11513.135742
	Iteration 52Q: 3 clusters Score -2392006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2392014.000000 Penalty: 11513.135742
	Iteration 53Q: 3 clusters Score -2392014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2392016.250000 Penalty: 11513.135742
	Iteration 54Q: 3 clusters Score -2392016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2392018.250000 Penalty: 11513.135742
	Iteration 55Q: 3 clusters Score -2392018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2392022.000000 Penalty: 11513.135742
	Iteration 56Q: 3 clusters Score -2392022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2392027.750000 Penalty: 11513.135742
	Iteration 57Q: 3 clusters Score -2392028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2392028.000000 Penalty: 11513.135742
	Iteration 58Q: 3 clusters Score -2392028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2392037.250000 Penalty: 11513.135742
	Iteration 59Q: 3 clusters Score -2392037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2392045.250000 Penalty: 11513.135742
	Iteration 60F: 3 clusters Score -2392045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2392053.500000 Penalty: 11513.135742
	Iteration 61Q: 3 clusters Score -2392054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2392056.250000 Penalty: 11513.135742
	Iteration 62Q: 3 clusters Score -2392056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2392064.250000 Penalty: 11513.135742
	Iteration 63Q: 3 clusters Score -2392064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2392067.750000 Penalty: 11513.135742
	Iteration 64Q: 3 clusters Score -2392068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2392084.000000 Penalty: 11513.135742
	Iteration 65Q: 3 clusters Score -2392084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2392084.250000 Penalty: 11513.135742
	Iteration 66Q: 3 clusters Score -2392084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2392085.250000 Penalty: 11513.135742
	Iteration 67Q: 3 clusters Score -2392085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2392093.500000 Penalty: 11513.135742
	Iteration 68Q: 3 clusters Score -2392094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2392101.000000 Penalty: 11513.135742
	Iteration 69Q: 3 clusters Score -2392101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2392115.500000 Penalty: 11513.135742
	Iteration 70Q: 3 clusters Score -2392116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2392115.250000 Penalty: 11513.135742
	Iteration 71Q: 3 clusters Score -2392115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2392127.750000 Penalty: 11513.135742
	Iteration 72Q: 3 clusters Score -2392128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2392137.250000 Penalty: 11513.135742
	Iteration 73Q: 3 clusters Score -2392137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2392154.750000 Penalty: 11513.135742
	Iteration 74Q: 3 clusters Score -2392155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2392157.000000 Penalty: 11513.135742
	Iteration 75Q: 3 clusters Score -2392157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2392166.500000 Penalty: 11513.135742
	Iteration 76Q: 3 clusters Score -2392166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2392169.000000 Penalty: 11513.135742
	Iteration 77Q: 3 clusters Score -2392169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2392167.750000 Penalty: 11513.135742
	Iteration 78Q: 3 clusters Score -2392168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2392170.750000 Penalty: 11513.135742
	Iteration 79Q: 3 clusters Score -2392171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2392177.750000 Penalty: 11513.135742
	Iteration 80F: 3 clusters Score -2392178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2392175.500000 Penalty: 11513.135742
	Iteration 81Q: 3 clusters Score -2392176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2392178.250000 Penalty: 11513.135742
	Iteration 82Q: 3 clusters Score -2392178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2392182.250000 Penalty: 11513.135742
	Iteration 83Q: 3 clusters Score -2392182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2392182.000000 Penalty: 11513.135742
	Iteration 84Q: 3 clusters Score -2392182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2392178.750000 Penalty: 11513.135742
	Iteration 85Q: 3 clusters Score -2392179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2392184.000000 Penalty: 11513.135742
	Iteration 86Q: 3 clusters Score -2392184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2392190.500000 Penalty: 11513.135742
	Iteration 87Q: 3 clusters Score -2392190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2392187.750000 Penalty: 11513.135742
	Iteration 88Q: 3 clusters Score -2392188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2392187.750000 Penalty: 11513.135742
	Iteration 89Q: 3 clusters Score -2392188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2392187.750000 Penalty: 11513.135742
	Iteration 90Q: 3 clusters Score -2392188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2392194.000000 Penalty: 11513.135742
	Iteration 91Q: 3 clusters Score -2392194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2392191.500000 Penalty: 11513.135742
	Iteration 92Q: 3 clusters Score -2392192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2392193.250000 Penalty: 11513.135742
	Iteration 93Q: 3 clusters Score -2392193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2392193.000000 Penalty: 11513.135742
	Iteration 94Q: 3 clusters Score -2392193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2392197.000000 Penalty: 11513.135742
	Iteration 95Q: 3 clusters Score -2392197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2392194.750000 Penalty: 11513.135742
	Iteration 96Q: 3 clusters Score -2392195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2392202.000000 Penalty: 11513.135742
	Iteration 97Q: 3 clusters Score -2392202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2392212.500000 Penalty: 11513.135742
	Iteration 98Q: 3 clusters Score -2392212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2392211.250000 Penalty: 11513.135742
	Iteration 99Q: 3 clusters Score -2392211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2392214.750000 Penalty: 11513.135742
	Iteration 100F: 3 clusters Score -2392215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2392217.500000 Penalty: 11513.135742
	Iteration 101Q: 3 clusters Score -2392218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2392222.250000 Penalty: 11513.135742
	Iteration 102Q: 3 clusters Score -2392222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2392222.750000 Penalty: 11513.135742
	Iteration 103Q: 3 clusters Score -2392223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2392227.250000 Penalty: 11513.135742
	Iteration 104Q: 3 clusters Score -2392227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2392229.000000 Penalty: 11513.135742
	Iteration 105Q: 3 clusters Score -2392229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2392230.750000 Penalty: 11513.135742
	Iteration 106Q: 3 clusters Score -2392231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2392227.750000 Penalty: 11513.135742
	Iteration 107Q: 3 clusters Score -2392228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2392230.500000 Penalty: 11513.135742
	Iteration 108Q: 3 clusters Score -2392230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2392233.000000 Penalty: 11513.135742
	Iteration 109Q: 3 clusters Score -2392233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2392232.750000 Penalty: 11513.135742
	Iteration 110Q: 3 clusters Score -2392233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2392238.250000 Penalty: 11513.135742
	Iteration 111Q: 3 clusters Score -2392238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2392237.250000 Penalty: 11513.135742
	Iteration 112Q: 3 clusters Score -2392237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2392237.250000 Penalty: 11513.135742
	Iteration 113Q: 3 clusters Score -2392237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2392242.500000 Penalty: 11513.135742
	Iteration 114Q: 3 clusters Score -2392242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2392243.000000 Penalty: 11513.135742
	Iteration 115Q: 3 clusters Score -2392243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2392248.000000 Penalty: 11513.135742
	Iteration 116Q: 3 clusters Score -2392248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2392248.250000 Penalty: 11513.135742
	Iteration 117Q: 3 clusters Score -2392248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2392250.000000 Penalty: 11513.135742
	Iteration 118Q: 3 clusters Score -2392250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2392252.250000 Penalty: 11513.135742
	Iteration 119Q: 3 clusters Score -2392252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2392258.250000 Penalty: 11513.135742
	Iteration 120F: 3 clusters Score -2392258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2392260.000000 Penalty: 11513.135742
	Iteration 121Q: 3 clusters Score -2392260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2392261.000000 Penalty: 11513.135742
	Iteration 122Q: 3 clusters Score -2392261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2392261.250000 Penalty: 11513.135742
	Iteration 123Q: 3 clusters Score -2392261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2392274.500000 Penalty: 11513.135742
	Iteration 124Q: 3 clusters Score -2392274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2392271.750000 Penalty: 11513.135742
	Iteration 125Q: 3 clusters Score -2392272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2392272.000000 Penalty: 11513.135742
	Iteration 126Q: 3 clusters Score -2392272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2392273.500000 Penalty: 11513.135742
	Iteration 127Q: 3 clusters Score -2392274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2392270.250000 Penalty: 11513.135742
	Iteration 128Q: 3 clusters Score -2392270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2392272.500000 Penalty: 11513.135742
	Iteration 129Q: 3 clusters Score -2392272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2392272.250000 Penalty: 11513.135742
	Iteration 130Q: 3 clusters Score -2392272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2392273.750000 Penalty: 11513.135742
	Iteration 131Q: 3 clusters Score -2392274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2392281.250000 Penalty: 11513.135742
	Iteration 132Q: 3 clusters Score -2392281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2392277.250000 Penalty: 11513.135742
	Iteration 133Q: 3 clusters Score -2392277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2392281.000000 Penalty: 11513.135742
	Iteration 134Q: 3 clusters Score -2392281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2392280.250000 Penalty: 11513.135742
	Iteration 135Q: 3 clusters Score -2392280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2392282.750000 Penalty: 11513.135742
	Iteration 136Q: 3 clusters Score -2392283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2392290.000000 Penalty: 11513.135742
	Iteration 137Q: 3 clusters Score -2392290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2392294.250000 Penalty: 11513.135742
	Iteration 138Q: 3 clusters Score -2392294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2392308.500000 Penalty: 11513.135742
	Iteration 139Q: 3 clusters Score -2392308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2392320.250000 Penalty: 11513.135742
	Iteration 140F: 3 clusters Score -2392320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2392332.500000 Penalty: 11513.135742
	Iteration 141Q: 3 clusters Score -2392332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2392339.000000 Penalty: 11513.135742
	Iteration 142Q: 3 clusters Score -2392339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2392337.750000 Penalty: 11513.135742
	Iteration 143Q: 3 clusters Score -2392338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2392344.500000 Penalty: 11513.135742
	Iteration 144Q: 3 clusters Score -2392344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2392346.000000 Penalty: 11513.135742
	Iteration 145Q: 3 clusters Score -2392346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2392352.750000 Penalty: 11513.135742
	Iteration 146Q: 3 clusters Score -2392353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2392366.500000 Penalty: 11513.135742
	Iteration 147Q: 3 clusters Score -2392366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2392362.500000 Penalty: 11513.135742
	Iteration 148Q: 3 clusters Score -2392362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2392368.000000 Penalty: 11513.135742
	Iteration 149Q: 3 clusters Score -2392368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2392373.250000 Penalty: 11513.135742
	Iteration 150Q: 3 clusters Score -2392373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2392376.250000 Penalty: 11513.135742
	Iteration 151Q: 3 clusters Score -2392376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2392379.000000 Penalty: 11513.135742
	Iteration 152Q: 3 clusters Score -2392379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2392380.250000 Penalty: 11513.135742
	Iteration 153Q: 3 clusters Score -2392380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2392379.500000 Penalty: 11513.135742
	Iteration 154Q: 3 clusters Score -2392380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2392386.250000 Penalty: 11513.135742
	Iteration 155Q: 3 clusters Score -2392386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2392385.000000 Penalty: 11513.135742
	Iteration 156Q: 3 clusters Score -2392385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2392390.000000 Penalty: 11513.135742
	Iteration 157Q: 3 clusters Score -2392390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2392389.500000 Penalty: 11513.135742
	Iteration 158Q: 3 clusters Score -2392390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2392390.500000 Penalty: 11513.135742
	Iteration 159Q: 3 clusters Score -2392390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2392390.500000 Penalty: 11513.135742
	Iteration 160F: 3 clusters Score -2392390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Entering Unmasked Estep 
Score: -1775874.875000 Penalty: 5580.937500
	Iteration 0F: 2 clusters Score -1775875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1766314.375000 Penalty: 11161.875000
	Iteration 0F: 3 clusters Score -1766314 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1768441.750000 Penalty: 11161.875000
	Iteration 1F: 3 clusters Score -1768442 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1769070.750000 Penalty: 11161.875000
	Iteration 2F: 3 clusters Score -1769071 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1769509.375000 Penalty: 11161.875000
	Iteration 3F: 3 clusters Score -1769509 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1769891.000000 Penalty: 11161.875000
	Iteration 4Q: 3 clusters Score -1769891 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1770235.625000 Penalty: 11161.875000
	Iteration 5Q: 3 clusters Score -1770236 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1770547.625000 Penalty: 11161.875000
	Iteration 6Q: 3 clusters Score -1770548 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1770756.500000 Penalty: 11161.875000
	Iteration 7Q: 3 clusters Score -1770756 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1770939.875000 Penalty: 11161.875000
	Iteration 8Q: 3 clusters Score -1770940 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1771069.750000 Penalty: 11161.875000
	Iteration 9Q: 3 clusters Score -1771070 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1771171.500000 Penalty: 11161.875000
	Iteration 10Q: 3 clusters Score -1771172 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1771278.125000 Penalty: 11161.875000
	Iteration 11Q: 3 clusters Score -1771278 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1771387.500000 Penalty: 11161.875000
	Iteration 12Q: 3 clusters Score -1771388 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1771524.875000 Penalty: 11161.875000
	Iteration 13Q: 3 clusters Score -1771525 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1771648.250000 Penalty: 11161.875000
	Iteration 14Q: 3 clusters Score -1771648 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1771747.875000 Penalty: 11161.875000
	Iteration 15Q: 3 clusters Score -1771748 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1771848.625000 Penalty: 11161.875000
	Iteration 16Q: 3 clusters Score -1771849 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1771949.625000 Penalty: 11161.875000
	Iteration 17Q: 3 clusters Score -1771950 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1772034.250000 Penalty: 11161.875000
	Iteration 18Q: 3 clusters Score -1772034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1772101.875000 Penalty: 11161.875000
	Iteration 19Q: 3 clusters Score -1772102 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1772166.875000 Penalty: 11161.875000
	Iteration 20F: 3 clusters Score -1772167 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1772212.000000 Penalty: 11161.875000
	Iteration 21Q: 3 clusters Score -1772212 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1772260.875000 Penalty: 11161.875000
	Iteration 22Q: 3 clusters Score -1772261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1772302.250000 Penalty: 11161.875000
	Iteration 23Q: 3 clusters Score -1772302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1772328.750000 Penalty: 11161.875000
	Iteration 24Q: 3 clusters Score -1772329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1772357.875000 Penalty: 11161.875000
	Iteration 25Q: 3 clusters Score -1772358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1772386.500000 Penalty: 11161.875000
	Iteration 26Q: 3 clusters Score -1772386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1772404.750000 Penalty: 11161.875000
	Iteration 27Q: 3 clusters Score -1772405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1772417.125000 Penalty: 11161.875000
	Iteration 28Q: 3 clusters Score -1772417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1772432.875000 Penalty: 11161.875000
	Iteration 29Q: 3 clusters Score -1772433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1772444.125000 Penalty: 11161.875000
	Iteration 30Q: 3 clusters Score -1772444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1772458.750000 Penalty: 11161.875000
	Iteration 31Q: 3 clusters Score -1772459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1772474.125000 Penalty: 11161.875000
	Iteration 32Q: 3 clusters Score -1772474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1772482.250000 Penalty: 11161.875000
	Iteration 33Q: 3 clusters Score -1772482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1772486.625000 Penalty: 11161.875000
	Iteration 34Q: 3 clusters Score -1772487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1772494.125000 Penalty: 11161.875000
	Iteration 35Q: 3 clusters Score -1772494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1772498.375000 Penalty: 11161.875000
	Iteration 36Q: 3 clusters Score -1772498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1772500.375000 Penalty: 11161.875000
	Iteration 37Q: 3 clusters Score -1772500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1772501.125000 Penalty: 11161.875000
	Iteration 38Q: 3 clusters Score -1772501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1772502.375000 Penalty: 11161.875000
	Iteration 39Q: 3 clusters Score -1772502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1772504.875000 Penalty: 11161.875000
	Iteration 40F: 3 clusters Score -1772505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1772502.625000 Penalty: 11161.875000
	Iteration 41Q: 3 clusters Score -1772503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1772504.250000 Penalty: 11161.875000
	Iteration 42Q: 3 clusters Score -1772504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1772505.875000 Penalty: 11161.875000
	Iteration 43Q: 3 clusters Score -1772506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1772510.875000 Penalty: 11161.875000
	Iteration 44Q: 3 clusters Score -1772511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1772511.625000 Penalty: 11161.875000
	Iteration 45Q: 3 clusters Score -1772512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1772511.625000 Penalty: 11161.875000
	Iteration 46F: 3 clusters Score -1772512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Entering Unmasked Estep 
Score: -1545830.875000 Penalty: 5469.279297
	Iteration 0F: 2 clusters Score -1545831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1537211.125000 Penalty: 10938.558594
	Iteration 0F: 3 clusters Score -1537211 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1538745.875000 Penalty: 10938.558594
	Iteration 1F: 3 clusters Score -1538746 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1539085.625000 Penalty: 10938.558594
	Iteration 2F: 3 clusters Score -1539086 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1539281.875000 Penalty: 10938.558594
	Iteration 3Q: 3 clusters Score -1539282 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1539398.875000 Penalty: 10938.558594
	Iteration 4Q: 3 clusters Score -1539399 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1539494.875000 Penalty: 10938.558594
	Iteration 5Q: 3 clusters Score -1539495 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1539566.000000 Penalty: 10938.558594
	Iteration 6Q: 3 clusters Score -1539566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1539634.125000 Penalty: 10938.558594
	Iteration 7Q: 3 clusters Score -1539634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1539692.750000 Penalty: 10938.558594
	Iteration 8Q: 3 clusters Score -1539693 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1539736.875000 Penalty: 10938.558594
	Iteration 9Q: 3 clusters Score -1539737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1539770.125000 Penalty: 10938.558594
	Iteration 10Q: 3 clusters Score -1539770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1539799.375000 Penalty: 10938.558594
	Iteration 11Q: 3 clusters Score -1539799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1539831.250000 Penalty: 10938.558594
	Iteration 12Q: 3 clusters Score -1539831 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1539857.375000 Penalty: 10938.558594
	Iteration 13Q: 3 clusters Score -1539857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1539887.875000 Penalty: 10938.558594
	Iteration 14Q: 3 clusters Score -1539888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1539909.750000 Penalty: 10938.558594
	Iteration 15Q: 3 clusters Score -1539910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1539930.750000 Penalty: 10938.558594
	Iteration 16Q: 3 clusters Score -1539931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1539947.250000 Penalty: 10938.558594
	Iteration 17Q: 3 clusters Score -1539947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1539959.375000 Penalty: 10938.558594
	Iteration 18Q: 3 clusters Score -1539959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1539965.625000 Penalty: 10938.558594
	Iteration 19Q: 3 clusters Score -1539966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1539973.375000 Penalty: 10938.558594
	Iteration 20F: 3 clusters Score -1539973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1539983.875000 Penalty: 10938.558594
	Iteration 21Q: 3 clusters Score -1539984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1539990.000000 Penalty: 10938.558594
	Iteration 22Q: 3 clusters Score -1539990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1539996.750000 Penalty: 10938.558594
	Iteration 23Q: 3 clusters Score -1539997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1540007.750000 Penalty: 10938.558594
	Iteration 24Q: 3 clusters Score -1540008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1540026.125000 Penalty: 10938.558594
	Iteration 25Q: 3 clusters Score -1540026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1540041.375000 Penalty: 10938.558594
	Iteration 26Q: 3 clusters Score -1540041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1540052.750000 Penalty: 10938.558594
	Iteration 27Q: 3 clusters Score -1540053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1540075.375000 Penalty: 10938.558594
	Iteration 28Q: 3 clusters Score -1540075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1540085.875000 Penalty: 10938.558594
	Iteration 29Q: 3 clusters Score -1540086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1540097.750000 Penalty: 10938.558594
	Iteration 30Q: 3 clusters Score -1540098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1540109.375000 Penalty: 10938.558594
	Iteration 31Q: 3 clusters Score -1540109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1540113.750000 Penalty: 10938.558594
	Iteration 32Q: 3 clusters Score -1540114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1540125.875000 Penalty: 10938.558594
	Iteration 33Q: 3 clusters Score -1540126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1540134.625000 Penalty: 10938.558594
	Iteration 34Q: 3 clusters Score -1540135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1540147.625000 Penalty: 10938.558594
	Iteration 35Q: 3 clusters Score -1540148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1540151.625000 Penalty: 10938.558594
	Iteration 36Q: 3 clusters Score -1540152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1540164.000000 Penalty: 10938.558594
	Iteration 37Q: 3 clusters Score -1540164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1540170.250000 Penalty: 10938.558594
	Iteration 38Q: 3 clusters Score -1540170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1540178.375000 Penalty: 10938.558594
	Iteration 39Q: 3 clusters Score -1540178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1540190.375000 Penalty: 10938.558594
	Iteration 40F: 3 clusters Score -1540190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1540195.625000 Penalty: 10938.558594
	Iteration 41Q: 3 clusters Score -1540196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1540206.000000 Penalty: 10938.558594
	Iteration 42Q: 3 clusters Score -1540206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1540212.250000 Penalty: 10938.558594
	Iteration 43Q: 3 clusters Score -1540212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1540218.250000 Penalty: 10938.558594
	Iteration 44Q: 3 clusters Score -1540218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1540237.250000 Penalty: 10938.558594
	Iteration 45Q: 3 clusters Score -1540237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1540256.500000 Penalty: 10938.558594
	Iteration 46Q: 3 clusters Score -1540256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1540276.375000 Penalty: 10938.558594
	Iteration 47Q: 3 clusters Score -1540276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1540284.500000 Penalty: 10938.558594
	Iteration 48Q: 3 clusters Score -1540284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1540300.000000 Penalty: 10938.558594
	Iteration 49Q: 3 clusters Score -1540300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1540324.000000 Penalty: 10938.558594
	Iteration 50Q: 3 clusters Score -1540324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1540340.125000 Penalty: 10938.558594
	Iteration 51Q: 3 clusters Score -1540340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1540365.125000 Penalty: 10938.558594
	Iteration 52Q: 3 clusters Score -1540365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1540386.000000 Penalty: 10938.558594
	Iteration 53Q: 3 clusters Score -1540386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1540408.625000 Penalty: 10938.558594
	Iteration 54Q: 3 clusters Score -1540409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1540427.250000 Penalty: 10938.558594
	Iteration 55Q: 3 clusters Score -1540427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1540454.750000 Penalty: 10938.558594
	Iteration 56Q: 3 clusters Score -1540455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1540483.375000 Penalty: 10938.558594
	Iteration 57Q: 3 clusters Score -1540483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1540506.750000 Penalty: 10938.558594
	Iteration 58Q: 3 clusters Score -1540507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1540535.000000 Penalty: 10938.558594
	Iteration 59Q: 3 clusters Score -1540535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1540558.875000 Penalty: 10938.558594
	Iteration 60F: 3 clusters Score -1540559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1540579.625000 Penalty: 10938.558594
	Iteration 61Q: 3 clusters Score -1540580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1540599.375000 Penalty: 10938.558594
	Iteration 62Q: 3 clusters Score -1540599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1540613.375000 Penalty: 10938.558594
	Iteration 63Q: 3 clusters Score -1540613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1540629.875000 Penalty: 10938.558594
	Iteration 64Q: 3 clusters Score -1540630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1540649.000000 Penalty: 10938.558594
	Iteration 65Q: 3 clusters Score -1540649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1540666.250000 Penalty: 10938.558594
	Iteration 66Q: 3 clusters Score -1540666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1540677.250000 Penalty: 10938.558594
	Iteration 67Q: 3 clusters Score -1540677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1540696.375000 Penalty: 10938.558594
	Iteration 68Q: 3 clusters Score -1540696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1540717.375000 Penalty: 10938.558594
	Iteration 69Q: 3 clusters Score -1540717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1540731.125000 Penalty: 10938.558594
	Iteration 70Q: 3 clusters Score -1540731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1540744.500000 Penalty: 10938.558594
	Iteration 71Q: 3 clusters Score -1540744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1540767.125000 Penalty: 10938.558594
	Iteration 72Q: 3 clusters Score -1540767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1540794.875000 Penalty: 10938.558594
	Iteration 73Q: 3 clusters Score -1540795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1540824.500000 Penalty: 10938.558594
	Iteration 74Q: 3 clusters Score -1540824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1540848.375000 Penalty: 10938.558594
	Iteration 75Q: 3 clusters Score -1540848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1540880.125000 Penalty: 10938.558594
	Iteration 76Q: 3 clusters Score -1540880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1540911.750000 Penalty: 10938.558594
	Iteration 77Q: 3 clusters Score -1540912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1540934.875000 Penalty: 10938.558594
	Iteration 78Q: 3 clusters Score -1540935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1540946.500000 Penalty: 10938.558594
	Iteration 79Q: 3 clusters Score -1540946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1540966.125000 Penalty: 10938.558594
	Iteration 80F: 3 clusters Score -1540966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1540981.875000 Penalty: 10938.558594
	Iteration 81Q: 3 clusters Score -1540982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1540996.250000 Penalty: 10938.558594
	Iteration 82Q: 3 clusters Score -1540996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1541015.375000 Penalty: 10938.558594
	Iteration 83Q: 3 clusters Score -1541015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1541033.375000 Penalty: 10938.558594
	Iteration 84Q: 3 clusters Score -1541033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1541054.375000 Penalty: 10938.558594
	Iteration 85Q: 3 clusters Score -1541054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1541083.000000 Penalty: 10938.558594
	Iteration 86Q: 3 clusters Score -1541083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1541104.375000 Penalty: 10938.558594
	Iteration 87Q: 3 clusters Score -1541104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1541131.375000 Penalty: 10938.558594
	Iteration 88Q: 3 clusters Score -1541131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1541164.125000 Penalty: 10938.558594
	Iteration 89Q: 3 clusters Score -1541164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1541203.500000 Penalty: 10938.558594
	Iteration 90Q: 3 clusters Score -1541204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1541227.750000 Penalty: 10938.558594
	Iteration 91Q: 3 clusters Score -1541228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1541261.125000 Penalty: 10938.558594
	Iteration 92Q: 3 clusters Score -1541261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1541306.000000 Penalty: 10938.558594
	Iteration 93Q: 3 clusters Score -1541306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1541335.500000 Penalty: 10938.558594
	Iteration 94Q: 3 clusters Score -1541336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1541358.500000 Penalty: 10938.558594
	Iteration 95Q: 3 clusters Score -1541358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1541382.375000 Penalty: 10938.558594
	Iteration 96Q: 3 clusters Score -1541382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1541406.125000 Penalty: 10938.558594
	Iteration 97Q: 3 clusters Score -1541406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1541419.875000 Penalty: 10938.558594
	Iteration 98Q: 3 clusters Score -1541420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1541443.000000 Penalty: 10938.558594
	Iteration 99Q: 3 clusters Score -1541443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1541460.000000 Penalty: 10938.558594
	Iteration 100F: 3 clusters Score -1541460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1541469.000000 Penalty: 10938.558594
	Iteration 101Q: 3 clusters Score -1541469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1541474.375000 Penalty: 10938.558594
	Iteration 102Q: 3 clusters Score -1541474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1541480.125000 Penalty: 10938.558594
	Iteration 103Q: 3 clusters Score -1541480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1541484.625000 Penalty: 10938.558594
	Iteration 104Q: 3 clusters Score -1541485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1541491.000000 Penalty: 10938.558594
	Iteration 105Q: 3 clusters Score -1541491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1541496.000000 Penalty: 10938.558594
	Iteration 106Q: 3 clusters Score -1541496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1541498.125000 Penalty: 10938.558594
	Iteration 107Q: 3 clusters Score -1541498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1541502.500000 Penalty: 10938.558594
	Iteration 108Q: 3 clusters Score -1541502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1541510.750000 Penalty: 10938.558594
	Iteration 109Q: 3 clusters Score -1541511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1541509.500000 Penalty: 10938.558594
	Iteration 110Q: 3 clusters Score -1541510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1541515.750000 Penalty: 10938.558594
	Iteration 111Q: 3 clusters Score -1541516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1541520.625000 Penalty: 10938.558594
	Iteration 112Q: 3 clusters Score -1541521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1541527.250000 Penalty: 10938.558594
	Iteration 113Q: 3 clusters Score -1541527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1541533.625000 Penalty: 10938.558594
	Iteration 114Q: 3 clusters Score -1541534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1541542.125000 Penalty: 10938.558594
	Iteration 115Q: 3 clusters Score -1541542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1541543.250000 Penalty: 10938.558594
	Iteration 116Q: 3 clusters Score -1541543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1541548.875000 Penalty: 10938.558594
	Iteration 117Q: 3 clusters Score -1541549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1541550.500000 Penalty: 10938.558594
	Iteration 118Q: 3 clusters Score -1541550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1541553.625000 Penalty: 10938.558594
	Iteration 119Q: 3 clusters Score -1541554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1541554.375000 Penalty: 10938.558594
	Iteration 120F: 3 clusters Score -1541554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1541556.125000 Penalty: 10938.558594
	Iteration 121Q: 3 clusters Score -1541556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1541564.250000 Penalty: 10938.558594
	Iteration 122Q: 3 clusters Score -1541564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1541561.500000 Penalty: 10938.558594
	Iteration 123Q: 3 clusters Score -1541562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1541563.250000 Penalty: 10938.558594
	Iteration 124Q: 3 clusters Score -1541563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1541565.625000 Penalty: 10938.558594
	Iteration 125Q: 3 clusters Score -1541566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1541566.875000 Penalty: 10938.558594
	Iteration 126Q: 3 clusters Score -1541567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1541565.250000 Penalty: 10938.558594
	Iteration 127Q: 3 clusters Score -1541565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1541568.250000 Penalty: 10938.558594
	Iteration 128Q: 3 clusters Score -1541568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1541568.875000 Penalty: 10938.558594
	Iteration 129Q: 3 clusters Score -1541569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1541572.250000 Penalty: 10938.558594
	Iteration 130Q: 3 clusters Score -1541572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1541572.250000 Penalty: 10938.558594
	Iteration 131F: 3 clusters Score -1541572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (87901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Entering Unmasked Estep 
Score: -18064706.000000 Penalty: 6972.679688
	Iteration 0F: 2 clusters Score -1.806471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -18004654.000000 Penalty: 13945.359375
	Iteration 0F: 3 clusters Score -1.800465e+07 nChanged 39758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -18026110.000000 Penalty: 13945.359375
	Iteration 1F: 3 clusters Score -1.802611e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -18027194.000000 Penalty: 13945.359375
	Iteration 2Q: 3 clusters Score -1.802719e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -18028072.000000 Penalty: 13945.359375
	Iteration 3Q: 3 clusters Score -1.802807e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -18028822.000000 Penalty: 13945.359375
	Iteration 4Q: 3 clusters Score -1.802882e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -18029344.000000 Penalty: 13945.359375
	Iteration 5Q: 3 clusters Score -1.802934e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -18029760.000000 Penalty: 13945.359375
	Iteration 6Q: 3 clusters Score -1.802976e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -18030244.000000 Penalty: 13945.359375
	Iteration 7Q: 3 clusters Score -1.803024e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -18030764.000000 Penalty: 13945.359375
	Iteration 8Q: 3 clusters Score -1.803076e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -18031324.000000 Penalty: 13945.359375
	Iteration 9Q: 3 clusters Score -1.803132e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -18031998.000000 Penalty: 13945.359375
	Iteration 10Q: 3 clusters Score -1.8032e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -18032898.000000 Penalty: 13945.359375
	Iteration 11Q: 3 clusters Score -1.80329e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -18034530.000000 Penalty: 13945.359375
	Iteration 12Q: 3 clusters Score -1.803453e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -18036838.000000 Penalty: 13945.359375
	Iteration 13Q: 3 clusters Score -1.803684e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -18040360.000000 Penalty: 13945.359375
	Iteration 14F: 3 clusters Score -1.804036e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -18045176.000000 Penalty: 13945.359375
	Iteration 15F: 3 clusters Score -1.804518e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -18050126.000000 Penalty: 13945.359375
	Iteration 16F: 3 clusters Score -1.805013e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -18054054.000000 Penalty: 13945.359375
	Iteration 17Q: 3 clusters Score -1.805405e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -18056452.000000 Penalty: 13945.359375
	Iteration 18Q: 3 clusters Score -1.805645e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -18057608.000000 Penalty: 13945.359375
	Iteration 19Q: 3 clusters Score -1.805761e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -18058076.000000 Penalty: 13945.359375
	Iteration 20F: 3 clusters Score -1.805808e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -18058360.000000 Penalty: 13945.359375
	Iteration 21Q: 3 clusters Score -1.805836e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -18058460.000000 Penalty: 13945.359375
	Iteration 22Q: 3 clusters Score -1.805846e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -18058518.000000 Penalty: 13945.359375
	Iteration 23Q: 3 clusters Score -1.805852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -18058560.000000 Penalty: 13945.359375
	Iteration 24Q: 3 clusters Score -1.805856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -18058572.000000 Penalty: 13945.359375
	Iteration 25Q: 3 clusters Score -1.805857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -18058590.000000 Penalty: 13945.359375
	Iteration 26Q: 3 clusters Score -1.805859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18058616.000000 Penalty: 13945.359375
	Iteration 27Q: 3 clusters Score -1.805862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18058610.000000 Penalty: 13945.359375
	Iteration 28Q: 3 clusters Score -1.805861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18058616.000000 Penalty: 13945.359375
	Iteration 29Q: 3 clusters Score -1.805862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -18058624.000000 Penalty: 13945.359375
	Iteration 30Q: 3 clusters Score -1.805862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18058628.000000 Penalty: 13945.359375
	Iteration 31Q: 3 clusters Score -1.805863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -18058620.000000 Penalty: 13945.359375
	Iteration 32Q: 3 clusters Score -1.805862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -18058618.000000 Penalty: 13945.359375
	Iteration 33Q: 3 clusters Score -1.805862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -18058632.000000 Penalty: 13945.359375
	Iteration 34Q: 3 clusters Score -1.805863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87251 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18058634.000000 Penalty: 13945.359375
	Iteration 35Q: 3 clusters Score -1.805863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -18058660.000000 Penalty: 13945.359375
	Iteration 36Q: 3 clusters Score -1.805866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -18058666.000000 Penalty: 13945.359375
	Iteration 37Q: 3 clusters Score -1.805867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -18058664.000000 Penalty: 13945.359375
	Iteration 38Q: 3 clusters Score -1.805866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -18058666.000000 Penalty: 13945.359375
	Iteration 39Q: 3 clusters Score -1.805867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -18058658.000000 Penalty: 13945.359375
	Iteration 40F: 3 clusters Score -1.805866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -18058662.000000 Penalty: 13945.359375
	Iteration 41Q: 3 clusters Score -1.805866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -18058662.000000 Penalty: 13945.359375
	Iteration 42F: 3 clusters Score -1.805866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Entering Unmasked Estep 
Score: -2406669.250000 Penalty: 5761.923340
	Iteration 0F: 2 clusters Score -2406669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2395168.250000 Penalty: 11523.846680
	Iteration 0F: 3 clusters Score -2395168 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2397775.750000 Penalty: 11523.846680
	Iteration 1F: 3 clusters Score -2397776 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2398244.750000 Penalty: 11523.846680
	Iteration 2F: 3 clusters Score -2398245 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2398535.000000 Penalty: 11523.846680
	Iteration 3Q: 3 clusters Score -2398535 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2398739.750000 Penalty: 11523.846680
	Iteration 4Q: 3 clusters Score -2398740 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2398891.250000 Penalty: 11523.846680
	Iteration 5Q: 3 clusters Score -2398891 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2399028.250000 Penalty: 11523.846680
	Iteration 6Q: 3 clusters Score -2399028 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2399198.000000 Penalty: 11523.846680
	Iteration 7Q: 3 clusters Score -2399198 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2399394.250000 Penalty: 11523.846680
	Iteration 8Q: 3 clusters Score -2399394 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2399582.000000 Penalty: 11523.846680
	Iteration 9Q: 3 clusters Score -2399582 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2399782.000000 Penalty: 11523.846680
	Iteration 10Q: 3 clusters Score -2399782 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2400031.500000 Penalty: 11523.846680
	Iteration 11Q: 3 clusters Score -2400032 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2400276.500000 Penalty: 11523.846680
	Iteration 12Q: 3 clusters Score -2400276 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2400542.750000 Penalty: 11523.846680
	Iteration 13Q: 3 clusters Score -2400543 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2400854.000000 Penalty: 11523.846680
	Iteration 14Q: 3 clusters Score -2400854 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2401183.750000 Penalty: 11523.846680
	Iteration 15Q: 3 clusters Score -2401184 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2401501.000000 Penalty: 11523.846680
	Iteration 16Q: 3 clusters Score -2401501 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2401730.500000 Penalty: 11523.846680
	Iteration 17Q: 3 clusters Score -2401730 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2401943.000000 Penalty: 11523.846680
	Iteration 18Q: 3 clusters Score -2401943 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2402111.250000 Penalty: 11523.846680
	Iteration 19Q: 3 clusters Score -2402111 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2402241.000000 Penalty: 11523.846680
	Iteration 20F: 3 clusters Score -2402241 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2402320.500000 Penalty: 11523.846680
	Iteration 21Q: 3 clusters Score -2402320 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2402396.250000 Penalty: 11523.846680
	Iteration 22Q: 3 clusters Score -2402396 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2402441.250000 Penalty: 11523.846680
	Iteration 23Q: 3 clusters Score -2402441 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2402473.750000 Penalty: 11523.846680
	Iteration 24Q: 3 clusters Score -2402474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2402504.250000 Penalty: 11523.846680
	Iteration 25Q: 3 clusters Score -2402504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2402533.000000 Penalty: 11523.846680
	Iteration 26Q: 3 clusters Score -2402533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2402548.250000 Penalty: 11523.846680
	Iteration 27Q: 3 clusters Score -2402548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2402559.500000 Penalty: 11523.846680
	Iteration 28Q: 3 clusters Score -2402560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2402576.500000 Penalty: 11523.846680
	Iteration 29Q: 3 clusters Score -2402576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2402586.250000 Penalty: 11523.846680
	Iteration 30Q: 3 clusters Score -2402586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2402606.500000 Penalty: 11523.846680
	Iteration 31Q: 3 clusters Score -2402606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2402623.750000 Penalty: 11523.846680
	Iteration 32Q: 3 clusters Score -2402624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2402627.750000 Penalty: 11523.846680
	Iteration 33Q: 3 clusters Score -2402628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2402638.750000 Penalty: 11523.846680
	Iteration 34Q: 3 clusters Score -2402639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2402645.000000 Penalty: 11523.846680
	Iteration 35Q: 3 clusters Score -2402645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2402649.000000 Penalty: 11523.846680
	Iteration 36Q: 3 clusters Score -2402649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2402651.750000 Penalty: 11523.846680
	Iteration 37Q: 3 clusters Score -2402652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2402655.500000 Penalty: 11523.846680
	Iteration 38Q: 3 clusters Score -2402656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2402660.750000 Penalty: 11523.846680
	Iteration 39Q: 3 clusters Score -2402661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2402668.750000 Penalty: 11523.846680
	Iteration 40F: 3 clusters Score -2402669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2402674.000000 Penalty: 11523.846680
	Iteration 41Q: 3 clusters Score -2402674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2402684.000000 Penalty: 11523.846680
	Iteration 42Q: 3 clusters Score -2402684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2402705.000000 Penalty: 11523.846680
	Iteration 43Q: 3 clusters Score -2402705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2402705.250000 Penalty: 11523.846680
	Iteration 44Q: 3 clusters Score -2402705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2402713.000000 Penalty: 11523.846680
	Iteration 45Q: 3 clusters Score -2402713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2402722.750000 Penalty: 11523.846680
	Iteration 46Q: 3 clusters Score -2402723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2402731.500000 Penalty: 11523.846680
	Iteration 47Q: 3 clusters Score -2402732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2402735.750000 Penalty: 11523.846680
	Iteration 48Q: 3 clusters Score -2402736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2402749.000000 Penalty: 11523.846680
	Iteration 49Q: 3 clusters Score -2402749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2402760.750000 Penalty: 11523.846680
	Iteration 50Q: 3 clusters Score -2402761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2402772.000000 Penalty: 11523.846680
	Iteration 51Q: 3 clusters Score -2402772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2402777.250000 Penalty: 11523.846680
	Iteration 52Q: 3 clusters Score -2402777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2402788.500000 Penalty: 11523.846680
	Iteration 53Q: 3 clusters Score -2402788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2402791.750000 Penalty: 11523.846680
	Iteration 54Q: 3 clusters Score -2402792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2402807.750000 Penalty: 11523.846680
	Iteration 55Q: 3 clusters Score -2402808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2402819.500000 Penalty: 11523.846680
	Iteration 56Q: 3 clusters Score -2402820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2402831.750000 Penalty: 11523.846680
	Iteration 57Q: 3 clusters Score -2402832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2402841.500000 Penalty: 11523.846680
	Iteration 58Q: 3 clusters Score -2402842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2402850.500000 Penalty: 11523.846680
	Iteration 59Q: 3 clusters Score -2402850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2402845.500000 Penalty: 11523.846680
	Iteration 60F: 3 clusters Score -2402846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2402852.000000 Penalty: 11523.846680
	Iteration 61Q: 3 clusters Score -2402852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2402851.750000 Penalty: 11523.846680
	Iteration 62Q: 3 clusters Score -2402852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2402856.250000 Penalty: 11523.846680
	Iteration 63Q: 3 clusters Score -2402856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2402862.250000 Penalty: 11523.846680
	Iteration 64Q: 3 clusters Score -2402862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2402873.750000 Penalty: 11523.846680
	Iteration 65Q: 3 clusters Score -2402874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2402873.000000 Penalty: 11523.846680
	Iteration 66Q: 3 clusters Score -2402873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2402877.000000 Penalty: 11523.846680
	Iteration 67Q: 3 clusters Score -2402877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2402881.000000 Penalty: 11523.846680
	Iteration 68Q: 3 clusters Score -2402881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2402891.750000 Penalty: 11523.846680
	Iteration 69Q: 3 clusters Score -2402892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2402895.500000 Penalty: 11523.846680
	Iteration 70Q: 3 clusters Score -2402896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2402898.000000 Penalty: 11523.846680
	Iteration 71Q: 3 clusters Score -2402898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2402903.750000 Penalty: 11523.846680
	Iteration 72Q: 3 clusters Score -2402904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2402901.750000 Penalty: 11523.846680
	Iteration 73Q: 3 clusters Score -2402902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2402904.750000 Penalty: 11523.846680
	Iteration 74Q: 3 clusters Score -2402905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2402906.750000 Penalty: 11523.846680
	Iteration 75Q: 3 clusters Score -2402907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2402920.250000 Penalty: 11523.846680
	Iteration 76Q: 3 clusters Score -2402920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2402921.000000 Penalty: 11523.846680
	Iteration 77Q: 3 clusters Score -2402921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2402924.750000 Penalty: 11523.846680
	Iteration 78Q: 3 clusters Score -2402925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2402939.000000 Penalty: 11523.846680
	Iteration 79Q: 3 clusters Score -2402939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2402956.500000 Penalty: 11523.846680
	Iteration 80F: 3 clusters Score -2402956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2402955.000000 Penalty: 11523.846680
	Iteration 81Q: 3 clusters Score -2402955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2402965.250000 Penalty: 11523.846680
	Iteration 82Q: 3 clusters Score -2402965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2402976.000000 Penalty: 11523.846680
	Iteration 83Q: 3 clusters Score -2402976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2402971.500000 Penalty: 11523.846680
	Iteration 84Q: 3 clusters Score -2402972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2402983.250000 Penalty: 11523.846680
	Iteration 85Q: 3 clusters Score -2402983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2402988.500000 Penalty: 11523.846680
	Iteration 86Q: 3 clusters Score -2402988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2402989.500000 Penalty: 11523.846680
	Iteration 87Q: 3 clusters Score -2402990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2402998.000000 Penalty: 11523.846680
	Iteration 88Q: 3 clusters Score -2402998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2403003.250000 Penalty: 11523.846680
	Iteration 89Q: 3 clusters Score -2403003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2403004.750000 Penalty: 11523.846680
	Iteration 90Q: 3 clusters Score -2403005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2403006.000000 Penalty: 11523.846680
	Iteration 91Q: 3 clusters Score -2403006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2403019.500000 Penalty: 11523.846680
	Iteration 92Q: 3 clusters Score -2403020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2403034.750000 Penalty: 11523.846680
	Iteration 93Q: 3 clusters Score -2403035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2403041.250000 Penalty: 11523.846680
	Iteration 94Q: 3 clusters Score -2403041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2403057.250000 Penalty: 11523.846680
	Iteration 95Q: 3 clusters Score -2403057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2403069.500000 Penalty: 11523.846680
	Iteration 96Q: 3 clusters Score -2403070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2403077.000000 Penalty: 11523.846680
	Iteration 97Q: 3 clusters Score -2403077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2403075.500000 Penalty: 11523.846680
	Iteration 98Q: 3 clusters Score -2403076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2403090.500000 Penalty: 11523.846680
	Iteration 99Q: 3 clusters Score -2403090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2403100.500000 Penalty: 11523.846680
	Iteration 100F: 3 clusters Score -2403100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2403107.000000 Penalty: 11523.846680
	Iteration 101Q: 3 clusters Score -2403107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2403110.000000 Penalty: 11523.846680
	Iteration 102Q: 3 clusters Score -2403110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2403112.500000 Penalty: 11523.846680
	Iteration 103Q: 3 clusters Score -2403112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2403112.250000 Penalty: 11523.846680
	Iteration 104Q: 3 clusters Score -2403112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2403118.250000 Penalty: 11523.846680
	Iteration 105Q: 3 clusters Score -2403118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2403122.250000 Penalty: 11523.846680
	Iteration 106Q: 3 clusters Score -2403122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2403126.750000 Penalty: 11523.846680
	Iteration 107Q: 3 clusters Score -2403127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2403133.000000 Penalty: 11523.846680
	Iteration 108Q: 3 clusters Score -2403133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2403135.000000 Penalty: 11523.846680
	Iteration 109Q: 3 clusters Score -2403135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2403138.000000 Penalty: 11523.846680
	Iteration 110Q: 3 clusters Score -2403138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2403143.000000 Penalty: 11523.846680
	Iteration 111Q: 3 clusters Score -2403143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2403141.250000 Penalty: 11523.846680
	Iteration 112Q: 3 clusters Score -2403141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2403142.250000 Penalty: 11523.846680
	Iteration 113Q: 3 clusters Score -2403142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2403142.000000 Penalty: 11523.846680
	Iteration 114Q: 3 clusters Score -2403142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2403143.750000 Penalty: 11523.846680
	Iteration 115Q: 3 clusters Score -2403144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2403142.000000 Penalty: 11523.846680
	Iteration 116Q: 3 clusters Score -2403142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2403142.000000 Penalty: 11523.846680
	Iteration 117Q: 3 clusters Score -2403142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2403142.000000 Penalty: 11523.846680
	Iteration 118F: 3 clusters Score -2403142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Entering Unmasked Estep 
Score: -2593114.000000 Penalty: 5793.921387
	Iteration 0F: 2 clusters Score -2593114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2581233.750000 Penalty: 11587.842773
	Iteration 0F: 3 clusters Score -2581234 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2584310.500000 Penalty: 11587.842773
	Iteration 1F: 3 clusters Score -2584310 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2585330.500000 Penalty: 11587.842773
	Iteration 2F: 3 clusters Score -2585330 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2586270.500000 Penalty: 11587.842773
	Iteration 3F: 3 clusters Score -2586270 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2587162.000000 Penalty: 11587.842773
	Iteration 4F: 3 clusters Score -2587162 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2587949.000000 Penalty: 11587.842773
	Iteration 5F: 3 clusters Score -2587949 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2588598.250000 Penalty: 11587.842773
	Iteration 6F: 3 clusters Score -2588598 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2589099.000000 Penalty: 11587.842773
	Iteration 7Q: 3 clusters Score -2589099 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2589486.250000 Penalty: 11587.842773
	Iteration 8Q: 3 clusters Score -2589486 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2589779.500000 Penalty: 11587.842773
	Iteration 9Q: 3 clusters Score -2589780 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2589972.000000 Penalty: 11587.842773
	Iteration 10Q: 3 clusters Score -2589972 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2590086.000000 Penalty: 11587.842773
	Iteration 11Q: 3 clusters Score -2590086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2590181.250000 Penalty: 11587.842773
	Iteration 12Q: 3 clusters Score -2590181 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2590262.000000 Penalty: 11587.842773
	Iteration 13Q: 3 clusters Score -2590262 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2590293.250000 Penalty: 11587.842773
	Iteration 14Q: 3 clusters Score -2590293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2590337.000000 Penalty: 11587.842773
	Iteration 15Q: 3 clusters Score -2590337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2590363.250000 Penalty: 11587.842773
	Iteration 16Q: 3 clusters Score -2590363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2590386.750000 Penalty: 11587.842773
	Iteration 17Q: 3 clusters Score -2590387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2590410.250000 Penalty: 11587.842773
	Iteration 18Q: 3 clusters Score -2590410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2590419.250000 Penalty: 11587.842773
	Iteration 19Q: 3 clusters Score -2590419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2590421.750000 Penalty: 11587.842773
	Iteration 20F: 3 clusters Score -2590422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2590427.000000 Penalty: 11587.842773
	Iteration 21Q: 3 clusters Score -2590427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2590426.500000 Penalty: 11587.842773
	Iteration 22Q: 3 clusters Score -2590426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2590427.250000 Penalty: 11587.842773
	Iteration 23Q: 3 clusters Score -2590427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2590434.500000 Penalty: 11587.842773
	Iteration 24Q: 3 clusters Score -2590434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2590435.250000 Penalty: 11587.842773
	Iteration 25Q: 3 clusters Score -2590435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2590435.250000 Penalty: 11587.842773
	Iteration 26F: 3 clusters Score -2590435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -126314.664062 Penalty: 4027.233887
	Iteration 0F: 2 clusters Score -126314.7 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: -122625.812500 Penalty: 8054.467773
	Iteration 0F: 3 clusters Score -122625.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -123084.507812 Penalty: 8054.467773
	Iteration 1F: 3 clusters Score -123084.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -123347.023438 Penalty: 8054.467773
	Iteration 2F: 3 clusters Score -123347 nChanged 30
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: -123496.226562 Penalty: 8054.467773
	Iteration 3Q: 3 clusters Score -123496.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -123625.734375 Penalty: 8054.467773
	Iteration 4Q: 3 clusters Score -123625.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -123705.773438 Penalty: 8054.467773
	Iteration 5Q: 3 clusters Score -123705.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -123767.554688 Penalty: 8054.467773
	Iteration 6Q: 3 clusters Score -123767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -123789.679688 Penalty: 8054.467773
	Iteration 7Q: 3 clusters Score -123789.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -123825.984375 Penalty: 8054.467773
	Iteration 8Q: 3 clusters Score -123826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -123856.359375 Penalty: 8054.467773
	Iteration 9Q: 3 clusters Score -123856.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -123901.492188 Penalty: 8054.467773
	Iteration 10Q: 3 clusters Score -123901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -123936.093750 Penalty: 8054.467773
	Iteration 11Q: 3 clusters Score -123936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123950.843750 Penalty: 8054.467773
	Iteration 12Q: 3 clusters Score -123950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -123957.695312 Penalty: 8054.467773
	Iteration 13Q: 3 clusters Score -123957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -123971.750000 Penalty: 8054.467773
	Iteration 14Q: 3 clusters Score -123971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -123977.445312 Penalty: 8054.467773
	Iteration 15Q: 3 clusters Score -123977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -123987.570312 Penalty: 8054.467773
	Iteration 16Q: 3 clusters Score -123987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123997.437500 Penalty: 8054.467773
	Iteration 17Q: 3 clusters Score -123997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -124003.992188 Penalty: 8054.467773
	Iteration 18Q: 3 clusters Score -124004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -124015.179688 Penalty: 8054.467773
	Iteration 19Q: 3 clusters Score -124015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124027.273438 Penalty: 8054.467773
	Iteration 20F: 3 clusters Score -124027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -124035.203125 Penalty: 8054.467773
	Iteration 21Q: 3 clusters Score -124035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -124043.734375 Penalty: 8054.467773
	Iteration 22Q: 3 clusters Score -124043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -124067.257812 Penalty: 8054.467773
	Iteration 23Q: 3 clusters Score -124067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -124077.851562 Penalty: 8054.467773
	Iteration 24Q: 3 clusters Score -124077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -124103.007812 Penalty: 8054.467773
	Iteration 25Q: 3 clusters Score -124103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -124120.921875 Penalty: 8054.467773
	Iteration 26Q: 3 clusters Score -124120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -124124.476562 Penalty: 8054.467773
	Iteration 27Q: 3 clusters Score -124124.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -124129.773438 Penalty: 8054.467773
	Iteration 28Q: 3 clusters Score -124129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -124133.109375 Penalty: 8054.467773
	Iteration 29Q: 3 clusters Score -124133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -124135.906250 Penalty: 8054.467773
	Iteration 30Q: 3 clusters Score -124135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -124135.906250 Penalty: 8054.467773
	Iteration 31F: 3 clusters Score -124135.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Entering Unmasked Estep 
Score: -4498055.000000 Penalty: 6113.364746
	Iteration 0F: 2 clusters Score -4498055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4480533.500000 Penalty: 12226.729492
	Iteration 0F: 3 clusters Score -4480534 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4485169.000000 Penalty: 12226.729492
	Iteration 1F: 3 clusters Score -4485169 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4485799.000000 Penalty: 12226.729492
	Iteration 2F: 3 clusters Score -4485799 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4486211.000000 Penalty: 12226.729492
	Iteration 3Q: 3 clusters Score -4486211 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -4486512.500000 Penalty: 12226.729492
	Iteration 4Q: 3 clusters Score -4486512 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4486718.500000 Penalty: 12226.729492
	Iteration 5Q: 3 clusters Score -4486718 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4486909.500000 Penalty: 12226.729492
	Iteration 6Q: 3 clusters Score -4486910 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4487065.000000 Penalty: 12226.729492
	Iteration 7Q: 3 clusters Score -4487065 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -4487185.000000 Penalty: 12226.729492
	Iteration 8Q: 3 clusters Score -4487185 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -4487335.000000 Penalty: 12226.729492
	Iteration 9Q: 3 clusters Score -4487335 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4487474.000000 Penalty: 12226.729492
	Iteration 10Q: 3 clusters Score -4487474 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -4487629.000000 Penalty: 12226.729492
	Iteration 11Q: 3 clusters Score -4487629 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4487802.000000 Penalty: 12226.729492
	Iteration 12Q: 3 clusters Score -4487802 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -4487982.500000 Penalty: 12226.729492
	Iteration 13Q: 3 clusters Score -4487982 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4488235.500000 Penalty: 12226.729492
	Iteration 14Q: 3 clusters Score -4488236 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4488551.500000 Penalty: 12226.729492
	Iteration 15Q: 3 clusters Score -4488552 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4488925.000000 Penalty: 12226.729492
	Iteration 16Q: 3 clusters Score -4488925 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -4489334.000000 Penalty: 12226.729492
	Iteration 17Q: 3 clusters Score -4489334 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4489814.000000 Penalty: 12226.729492
	Iteration 18Q: 3 clusters Score -4489814 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4490346.500000 Penalty: 12226.729492
	Iteration 19Q: 3 clusters Score -4490346 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4490825.000000 Penalty: 12226.729492
	Iteration 20F: 3 clusters Score -4490825 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4491239.500000 Penalty: 12226.729492
	Iteration 21Q: 3 clusters Score -4491240 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4491603.000000 Penalty: 12226.729492
	Iteration 22Q: 3 clusters Score -4491603 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4491889.500000 Penalty: 12226.729492
	Iteration 23Q: 3 clusters Score -4491890 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4492088.500000 Penalty: 12226.729492
	Iteration 24Q: 3 clusters Score -4492088 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4492217.000000 Penalty: 12226.729492
	Iteration 25Q: 3 clusters Score -4492217 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4492314.000000 Penalty: 12226.729492
	Iteration 26Q: 3 clusters Score -4492314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -4492383.500000 Penalty: 12226.729492
	Iteration 27Q: 3 clusters Score -4492384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -4492442.500000 Penalty: 12226.729492
	Iteration 28Q: 3 clusters Score -4492442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4492492.500000 Penalty: 12226.729492
	Iteration 29Q: 3 clusters Score -4492492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4492552.500000 Penalty: 12226.729492
	Iteration 30Q: 3 clusters Score -4492552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -4492582.500000 Penalty: 12226.729492
	Iteration 31Q: 3 clusters Score -4492582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4492611.000000 Penalty: 12226.729492
	Iteration 32Q: 3 clusters Score -4492611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -4492632.000000 Penalty: 12226.729492
	Iteration 33Q: 3 clusters Score -4492632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4492631.000000 Penalty: 12226.729492
	Iteration 34Q: 3 clusters Score -4492631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -4492644.500000 Penalty: 12226.729492
	Iteration 35Q: 3 clusters Score -4492644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4492643.000000 Penalty: 12226.729492
	Iteration 36Q: 3 clusters Score -4492643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -4492646.000000 Penalty: 12226.729492
	Iteration 37Q: 3 clusters Score -4492646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -4492660.000000 Penalty: 12226.729492
	Iteration 38Q: 3 clusters Score -4492660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4492667.000000 Penalty: 12226.729492
	Iteration 39Q: 3 clusters Score -4492667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -4492669.000000 Penalty: 12226.729492
	Iteration 40F: 3 clusters Score -4492669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4492678.000000 Penalty: 12226.729492
	Iteration 41Q: 3 clusters Score -4492678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4492677.000000 Penalty: 12226.729492
	Iteration 42Q: 3 clusters Score -4492677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -4492687.000000 Penalty: 12226.729492
	Iteration 43Q: 3 clusters Score -4492687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4492688.000000 Penalty: 12226.729492
	Iteration 44Q: 3 clusters Score -4492688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -4492699.500000 Penalty: 12226.729492
	Iteration 45Q: 3 clusters Score -4492700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4492704.500000 Penalty: 12226.729492
	Iteration 46Q: 3 clusters Score -4492704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4492707.500000 Penalty: 12226.729492
	Iteration 47Q: 3 clusters Score -4492708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4492708.500000 Penalty: 12226.729492
	Iteration 48Q: 3 clusters Score -4492708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4492708.500000 Penalty: 12226.729492
	Iteration 49F: 3 clusters Score -4492708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Entering Unmasked Estep 
Score: -3391938.500000 Penalty: 5944.633789
	Iteration 0F: 2 clusters Score -3391938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3377810.250000 Penalty: 11889.267578
	Iteration 0F: 3 clusters Score -3377810 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3381506.250000 Penalty: 11889.267578
	Iteration 1F: 3 clusters Score -3381506 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3382492.750000 Penalty: 11889.267578
	Iteration 2F: 3 clusters Score -3382493 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3383411.750000 Penalty: 11889.267578
	Iteration 3F: 3 clusters Score -3383412 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3384233.250000 Penalty: 11889.267578
	Iteration 4F: 3 clusters Score -3384233 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3384962.750000 Penalty: 11889.267578
	Iteration 5F: 3 clusters Score -3384963 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3385593.250000 Penalty: 11889.267578
	Iteration 6F: 3 clusters Score -3385593 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3386157.500000 Penalty: 11889.267578
	Iteration 7Q: 3 clusters Score -3386158 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3386597.000000 Penalty: 11889.267578
	Iteration 8Q: 3 clusters Score -3386597 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3386922.750000 Penalty: 11889.267578
	Iteration 9Q: 3 clusters Score -3386923 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3387152.250000 Penalty: 11889.267578
	Iteration 10Q: 3 clusters Score -3387152 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3387371.750000 Penalty: 11889.267578
	Iteration 11Q: 3 clusters Score -3387372 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3387531.500000 Penalty: 11889.267578
	Iteration 12Q: 3 clusters Score -3387532 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3387641.500000 Penalty: 11889.267578
	Iteration 13Q: 3 clusters Score -3387642 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3387735.000000 Penalty: 11889.267578
	Iteration 14Q: 3 clusters Score -3387735 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3387804.500000 Penalty: 11889.267578
	Iteration 15Q: 3 clusters Score -3387804 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3387874.000000 Penalty: 11889.267578
	Iteration 16Q: 3 clusters Score -3387874 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3387926.750000 Penalty: 11889.267578
	Iteration 17Q: 3 clusters Score -3387927 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3387962.500000 Penalty: 11889.267578
	Iteration 18Q: 3 clusters Score -3387962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3387989.500000 Penalty: 11889.267578
	Iteration 19Q: 3 clusters Score -3387990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3388020.500000 Penalty: 11889.267578
	Iteration 20F: 3 clusters Score -3388020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3388031.250000 Penalty: 11889.267578
	Iteration 21Q: 3 clusters Score -3388031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3388048.500000 Penalty: 11889.267578
	Iteration 22Q: 3 clusters Score -3388048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3388081.750000 Penalty: 11889.267578
	Iteration 23Q: 3 clusters Score -3388082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -3388095.500000 Penalty: 11889.267578
	Iteration 24Q: 3 clusters Score -3388096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3388101.750000 Penalty: 11889.267578
	Iteration 25Q: 3 clusters Score -3388102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3388119.000000 Penalty: 11889.267578
	Iteration 26Q: 3 clusters Score -3388119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3388134.500000 Penalty: 11889.267578
	Iteration 27Q: 3 clusters Score -3388134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3388135.000000 Penalty: 11889.267578
	Iteration 28Q: 3 clusters Score -3388135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3388136.250000 Penalty: 11889.267578
	Iteration 29Q: 3 clusters Score -3388136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3388137.750000 Penalty: 11889.267578
	Iteration 30Q: 3 clusters Score -3388138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3388135.250000 Penalty: 11889.267578
	Iteration 31Q: 3 clusters Score -3388135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3388151.250000 Penalty: 11889.267578
	Iteration 32Q: 3 clusters Score -3388151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3388148.000000 Penalty: 11889.267578
	Iteration 33Q: 3 clusters Score -3388148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3388142.750000 Penalty: 11889.267578
	Iteration 34Q: 3 clusters Score -3388143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3388146.000000 Penalty: 11889.267578
	Iteration 35Q: 3 clusters Score -3388146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3388148.500000 Penalty: 11889.267578
	Iteration 36Q: 3 clusters Score -3388148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3388144.000000 Penalty: 11889.267578
	Iteration 37Q: 3 clusters Score -3388144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3388149.250000 Penalty: 11889.267578
	Iteration 38Q: 3 clusters Score -3388149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3388154.250000 Penalty: 11889.267578
	Iteration 39Q: 3 clusters Score -3388154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3388155.500000 Penalty: 11889.267578
	Iteration 40F: 3 clusters Score -3388156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3388152.250000 Penalty: 11889.267578
	Iteration 41Q: 3 clusters Score -3388152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3388152.000000 Penalty: 11889.267578
	Iteration 42Q: 3 clusters Score -3388152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3388151.250000 Penalty: 11889.267578
	Iteration 43Q: 3 clusters Score -3388151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -3388149.250000 Penalty: 11889.267578
	Iteration 44Q: 3 clusters Score -3388149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3388150.500000 Penalty: 11889.267578
	Iteration 45Q: 3 clusters Score -3388150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3388150.750000 Penalty: 11889.267578
	Iteration 46Q: 3 clusters Score -3388151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3388150.250000 Penalty: 11889.267578
	Iteration 47Q: 3 clusters Score -3388150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3388150.250000 Penalty: 11889.267578
	Iteration 48F: 3 clusters Score -3388150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Entering Unmasked Estep 
Score: -4910173.500000 Penalty: 6171.144043
	Iteration 0F: 2 clusters Score -4910174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4891300.000000 Penalty: 12342.288086
	Iteration 0F: 3 clusters Score -4891300 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -4896406.000000 Penalty: 12342.288086
	Iteration 1F: 3 clusters Score -4896406 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4897125.500000 Penalty: 12342.288086
	Iteration 2F: 3 clusters Score -4897126 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4897600.500000 Penalty: 12342.288086
	Iteration 3F: 3 clusters Score -4897600 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -4898016.500000 Penalty: 12342.288086
	Iteration 4Q: 3 clusters Score -4898016 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -4898341.500000 Penalty: 12342.288086
	Iteration 5Q: 3 clusters Score -4898342 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -4898595.000000 Penalty: 12342.288086
	Iteration 6Q: 3 clusters Score -4898595 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -4898895.500000 Penalty: 12342.288086
	Iteration 7Q: 3 clusters Score -4898896 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4899238.500000 Penalty: 12342.288086
	Iteration 8Q: 3 clusters Score -4899238 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -4899596.000000 Penalty: 12342.288086
	Iteration 9Q: 3 clusters Score -4899596 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -4900048.500000 Penalty: 12342.288086
	Iteration 10Q: 3 clusters Score -4900048 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4900552.500000 Penalty: 12342.288086
	Iteration 11Q: 3 clusters Score -4900552 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4901116.500000 Penalty: 12342.288086
	Iteration 12Q: 3 clusters Score -4901116 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -4901709.500000 Penalty: 12342.288086
	Iteration 13Q: 3 clusters Score -4901710 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4902250.000000 Penalty: 12342.288086
	Iteration 14Q: 3 clusters Score -4902250 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4902767.500000 Penalty: 12342.288086
	Iteration 15Q: 3 clusters Score -4902768 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -4903211.000000 Penalty: 12342.288086
	Iteration 16Q: 3 clusters Score -4903211 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4903585.500000 Penalty: 12342.288086
	Iteration 17Q: 3 clusters Score -4903586 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4903875.500000 Penalty: 12342.288086
	Iteration 18Q: 3 clusters Score -4903876 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4904071.000000 Penalty: 12342.288086
	Iteration 19Q: 3 clusters Score -4904071 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -4904222.500000 Penalty: 12342.288086
	Iteration 20F: 3 clusters Score -4904222 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4904334.000000 Penalty: 12342.288086
	Iteration 21Q: 3 clusters Score -4904334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4904429.000000 Penalty: 12342.288086
	Iteration 22Q: 3 clusters Score -4904429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -4904503.000000 Penalty: 12342.288086
	Iteration 23Q: 3 clusters Score -4904503 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -4904547.500000 Penalty: 12342.288086
	Iteration 24Q: 3 clusters Score -4904548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -4904602.000000 Penalty: 12342.288086
	Iteration 25Q: 3 clusters Score -4904602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -4904650.500000 Penalty: 12342.288086
	Iteration 26Q: 3 clusters Score -4904650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4904673.000000 Penalty: 12342.288086
	Iteration 27Q: 3 clusters Score -4904673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -4904702.500000 Penalty: 12342.288086
	Iteration 28Q: 3 clusters Score -4904702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4904733.500000 Penalty: 12342.288086
	Iteration 29Q: 3 clusters Score -4904734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4904745.500000 Penalty: 12342.288086
	Iteration 30Q: 3 clusters Score -4904746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4904752.500000 Penalty: 12342.288086
	Iteration 31Q: 3 clusters Score -4904752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4904753.500000 Penalty: 12342.288086
	Iteration 32Q: 3 clusters Score -4904754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4904754.500000 Penalty: 12342.288086
	Iteration 33Q: 3 clusters Score -4904754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4904761.000000 Penalty: 12342.288086
	Iteration 34Q: 3 clusters Score -4904761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4904769.500000 Penalty: 12342.288086
	Iteration 35Q: 3 clusters Score -4904770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4904780.500000 Penalty: 12342.288086
	Iteration 36Q: 3 clusters Score -4904780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -4904782.500000 Penalty: 12342.288086
	Iteration 37Q: 3 clusters Score -4904782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -4904779.000000 Penalty: 12342.288086
	Iteration 38Q: 3 clusters Score -4904779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -4904783.000000 Penalty: 12342.288086
	Iteration 39Q: 3 clusters Score -4904783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -4904776.500000 Penalty: 12342.288086
	Iteration 40F: 3 clusters Score -4904776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -88024.421875 Penalty: 3795.322021
	Iteration 0F: 2 clusters Score -88024.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84783.195312 Penalty: 7590.644043
	Iteration 0F: 3 clusters Score -84783.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84985.203125 Penalty: 7590.644043
	Iteration 1F: 3 clusters Score -84985.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85078.562500 Penalty: 7590.644043
	Iteration 2Q: 3 clusters Score -85078.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -85163.359375 Penalty: 7590.644043
	Iteration 3Q: 3 clusters Score -85163.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -85237.554688 Penalty: 7590.644043
	Iteration 4Q: 3 clusters Score -85237.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -85353.234375 Penalty: 7590.644043
	Iteration 5Q: 3 clusters Score -85353.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -85458.070312 Penalty: 7590.644043
	Iteration 6Q: 3 clusters Score -85458.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -85549.828125 Penalty: 7590.644043
	Iteration 7Q: 3 clusters Score -85549.83 nChanged 4
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: -85574.968750 Penalty: 7590.644043
	Iteration 8Q: 3 clusters Score -85574.97 nChanged 0
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: -85575.054688 Penalty: 7590.644043
	Iteration 9F: 3 clusters Score -85575.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -85599.031250 Penalty: 7590.644043
	Iteration 10Q: 3 clusters Score -85599.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -85602.171875 Penalty: 7590.644043
	Iteration 11Q: 3 clusters Score -85602.17 nChanged 1
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: -85612.562500 Penalty: 7590.644043
	Iteration 12Q: 3 clusters Score -85612.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -85625.554688 Penalty: 7590.644043
	Iteration 13Q: 3 clusters Score -85625.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -85645.398438 Penalty: 7590.644043
	Iteration 14Q: 3 clusters Score -85645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -85655.898438 Penalty: 7590.644043
	Iteration 15Q: 3 clusters Score -85655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -85677.906250 Penalty: 7590.644043
	Iteration 16Q: 3 clusters Score -85677.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -85716.328125 Penalty: 7590.644043
	Iteration 17Q: 3 clusters Score -85716.33 nChanged 3
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: -85764.523438 Penalty: 7590.644043
	Iteration 18Q: 3 clusters Score -85764.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -85830.523438 Penalty: 7590.644043
	Iteration 19Q: 3 clusters Score -85830.52 nChanged 2
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: -85851.046875 Penalty: 7590.644043
	Iteration 20F: 3 clusters Score -85851.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -85859.257812 Penalty: 7590.644043
	Iteration 21Q: 3 clusters Score -85859.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -85859.257812 Penalty: 7590.644043
	Iteration 22F: 3 clusters Score -85859.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Entering Unmasked Estep 
Score: -5344953.000000 Penalty: 6228.536133
	Iteration 0F: 2 clusters Score -5344953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -5324614.000000 Penalty: 12457.072266
	Iteration 0F: 3 clusters Score -5324614 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -5330628.000000 Penalty: 12457.072266
	Iteration 1F: 3 clusters Score -5330628 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -5331996.000000 Penalty: 12457.072266
	Iteration 2F: 3 clusters Score -5331996 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -5333283.000000 Penalty: 12457.072266
	Iteration 3F: 3 clusters Score -5333283 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -5334399.500000 Penalty: 12457.072266
	Iteration 4F: 3 clusters Score -5334400 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -5335570.000000 Penalty: 12457.072266
	Iteration 5F: 3 clusters Score -5335570 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -5336956.500000 Penalty: 12457.072266
	Iteration 6F: 3 clusters Score -5336956 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5338364.000000 Penalty: 12457.072266
	Iteration 7F: 3 clusters Score -5338364 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -5339657.500000 Penalty: 12457.072266
	Iteration 8F: 3 clusters Score -5339658 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -5340781.000000 Penalty: 12457.072266
	Iteration 9Q: 3 clusters Score -5340781 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -5341630.500000 Penalty: 12457.072266
	Iteration 10Q: 3 clusters Score -5341630 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5342214.500000 Penalty: 12457.072266
	Iteration 11Q: 3 clusters Score -5342214 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -5342583.000000 Penalty: 12457.072266
	Iteration 12Q: 3 clusters Score -5342583 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -5342747.500000 Penalty: 12457.072266
	Iteration 13Q: 3 clusters Score -5342748 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5342893.500000 Penalty: 12457.072266
	Iteration 14Q: 3 clusters Score -5342894 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5342981.000000 Penalty: 12457.072266
	Iteration 15Q: 3 clusters Score -5342981 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -5343046.500000 Penalty: 12457.072266
	Iteration 16Q: 3 clusters Score -5343046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5343083.000000 Penalty: 12457.072266
	Iteration 17Q: 3 clusters Score -5343083 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -5343104.500000 Penalty: 12457.072266
	Iteration 18Q: 3 clusters Score -5343104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5343135.500000 Penalty: 12457.072266
	Iteration 19Q: 3 clusters Score -5343136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -5343140.500000 Penalty: 12457.072266
	Iteration 20F: 3 clusters Score -5343140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5343150.500000 Penalty: 12457.072266
	Iteration 21Q: 3 clusters Score -5343150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5343151.000000 Penalty: 12457.072266
	Iteration 22Q: 3 clusters Score -5343151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5343172.500000 Penalty: 12457.072266
	Iteration 23Q: 3 clusters Score -5343172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5343163.000000 Penalty: 12457.072266
	Iteration 24Q: 3 clusters Score -5343163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5343156.500000 Penalty: 12457.072266
	Iteration 25Q: 3 clusters Score -5343156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5343166.000000 Penalty: 12457.072266
	Iteration 26Q: 3 clusters Score -5343166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -5343169.500000 Penalty: 12457.072266
	Iteration 27Q: 3 clusters Score -5343170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -5343168.500000 Penalty: 12457.072266
	Iteration 28Q: 3 clusters Score -5343168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5343166.500000 Penalty: 12457.072266
	Iteration 29Q: 3 clusters Score -5343166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -5343175.000000 Penalty: 12457.072266
	Iteration 30Q: 3 clusters Score -5343175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -5343171.000000 Penalty: 12457.072266
	Iteration 31Q: 3 clusters Score -5343171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -5343170.500000 Penalty: 12457.072266
	Iteration 32Q: 3 clusters Score -5343170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5343172.500000 Penalty: 12457.072266
	Iteration 33Q: 3 clusters Score -5343172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5343169.000000 Penalty: 12457.072266
	Iteration 34Q: 3 clusters Score -5343169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5343169.000000 Penalty: 12457.072266
	Iteration 35F: 3 clusters Score -5343169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -94647.742188 Penalty: 3855.850586
	Iteration 0F: 2 clusters Score -94647.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -91361.148438 Penalty: 7711.701172
	Iteration 0F: 3 clusters Score -91361.15 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -91694.171875 Penalty: 7711.701172
	Iteration 1F: 3 clusters Score -91694.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -91835.843750 Penalty: 7711.701172
	Iteration 2Q: 3 clusters Score -91835.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -91945.273438 Penalty: 7711.701172
	Iteration 3Q: 3 clusters Score -91945.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -92035.609375 Penalty: 7711.701172
	Iteration 4Q: 3 clusters Score -92035.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -92141.562500 Penalty: 7711.701172
	Iteration 5Q: 3 clusters Score -92141.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92234.835938 Penalty: 7711.701172
	Iteration 6Q: 3 clusters Score -92234.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -92292.617188 Penalty: 7711.701172
	Iteration 7Q: 3 clusters Score -92292.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92381.625000 Penalty: 7711.701172
	Iteration 8Q: 3 clusters Score -92381.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92477.664062 Penalty: 7711.701172
	Iteration 9Q: 3 clusters Score -92477.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92676.273438 Penalty: 7711.701172
	Iteration 10Q: 3 clusters Score -92676.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92783.625000 Penalty: 7711.701172
	Iteration 11Q: 3 clusters Score -92783.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92860.867188 Penalty: 7711.701172
	Iteration 12Q: 3 clusters Score -92860.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93012.195312 Penalty: 7711.701172
	Iteration 13Q: 3 clusters Score -93012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93064.453125 Penalty: 7711.701172
	Iteration 14Q: 3 clusters Score -93064.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93118.648438 Penalty: 7711.701172
	Iteration 15Q: 3 clusters Score -93118.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -93193.757812 Penalty: 7711.701172
	Iteration 16Q: 3 clusters Score -93193.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93240.429688 Penalty: 7711.701172
	Iteration 17Q: 3 clusters Score -93240.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93312.804688 Penalty: 7711.701172
	Iteration 18Q: 3 clusters Score -93312.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93370.125000 Penalty: 7711.701172
	Iteration 19Q: 3 clusters Score -93370.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93439.070312 Penalty: 7711.701172
	Iteration 20F: 3 clusters Score -93439.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93573.585938 Penalty: 7711.701172
	Iteration 21Q: 3 clusters Score -93573.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -93701.445312 Penalty: 7711.701172
	Iteration 22Q: 3 clusters Score -93701.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -93723.390625 Penalty: 7711.701172
	Iteration 23Q: 3 clusters Score -93723.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93734.117188 Penalty: 7711.701172
	Iteration 24Q: 3 clusters Score -93734.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93734.117188 Penalty: 7711.701172
	Iteration 25F: 3 clusters Score -93734.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Entering Unmasked Estep 
Score: -2031302.125000 Penalty: 5633.318848
	Iteration 0F: 2 clusters Score -2031302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2021072.000000 Penalty: 11266.637695
	Iteration 0F: 3 clusters Score -2021072 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2023257.000000 Penalty: 11266.637695
	Iteration 1F: 3 clusters Score -2023257 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2023684.250000 Penalty: 11266.637695
	Iteration 2F: 3 clusters Score -2023684 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2023895.375000 Penalty: 11266.637695
	Iteration 3Q: 3 clusters Score -2023895 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2024043.500000 Penalty: 11266.637695
	Iteration 4Q: 3 clusters Score -2024044 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2024155.000000 Penalty: 11266.637695
	Iteration 5Q: 3 clusters Score -2024155 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2024248.750000 Penalty: 11266.637695
	Iteration 6Q: 3 clusters Score -2024249 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2024332.875000 Penalty: 11266.637695
	Iteration 7Q: 3 clusters Score -2024333 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2024394.750000 Penalty: 11266.637695
	Iteration 8Q: 3 clusters Score -2024395 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2024444.000000 Penalty: 11266.637695
	Iteration 9Q: 3 clusters Score -2024444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2024487.875000 Penalty: 11266.637695
	Iteration 10Q: 3 clusters Score -2024488 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2024526.625000 Penalty: 11266.637695
	Iteration 11Q: 3 clusters Score -2024527 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2024550.625000 Penalty: 11266.637695
	Iteration 12Q: 3 clusters Score -2024551 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2024581.875000 Penalty: 11266.637695
	Iteration 13Q: 3 clusters Score -2024582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2024613.750000 Penalty: 11266.637695
	Iteration 14Q: 3 clusters Score -2024614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2024643.875000 Penalty: 11266.637695
	Iteration 15Q: 3 clusters Score -2024644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2024670.625000 Penalty: 11266.637695
	Iteration 16Q: 3 clusters Score -2024671 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2024699.875000 Penalty: 11266.637695
	Iteration 17Q: 3 clusters Score -2024700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2024735.875000 Penalty: 11266.637695
	Iteration 18Q: 3 clusters Score -2024736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2024775.750000 Penalty: 11266.637695
	Iteration 19Q: 3 clusters Score -2024776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2024811.750000 Penalty: 11266.637695
	Iteration 20F: 3 clusters Score -2024812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2024845.250000 Penalty: 11266.637695
	Iteration 21Q: 3 clusters Score -2024845 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2024879.000000 Penalty: 11266.637695
	Iteration 22Q: 3 clusters Score -2024879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2024898.375000 Penalty: 11266.637695
	Iteration 23Q: 3 clusters Score -2024898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2024935.125000 Penalty: 11266.637695
	Iteration 24Q: 3 clusters Score -2024935 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2024969.125000 Penalty: 11266.637695
	Iteration 25Q: 3 clusters Score -2024969 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2025001.500000 Penalty: 11266.637695
	Iteration 26Q: 3 clusters Score -2025002 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2025042.750000 Penalty: 11266.637695
	Iteration 27Q: 3 clusters Score -2025043 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2025076.375000 Penalty: 11266.637695
	Iteration 28Q: 3 clusters Score -2025076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2025110.000000 Penalty: 11266.637695
	Iteration 29Q: 3 clusters Score -2025110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2025156.750000 Penalty: 11266.637695
	Iteration 30Q: 3 clusters Score -2025157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2025194.500000 Penalty: 11266.637695
	Iteration 31Q: 3 clusters Score -2025194 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2025243.250000 Penalty: 11266.637695
	Iteration 32Q: 3 clusters Score -2025243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2025280.500000 Penalty: 11266.637695
	Iteration 33Q: 3 clusters Score -2025280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2025318.000000 Penalty: 11266.637695
	Iteration 34Q: 3 clusters Score -2025318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2025346.750000 Penalty: 11266.637695
	Iteration 35Q: 3 clusters Score -2025347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2025383.375000 Penalty: 11266.637695
	Iteration 36Q: 3 clusters Score -2025383 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2025431.000000 Penalty: 11266.637695
	Iteration 37Q: 3 clusters Score -2025431 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2025470.250000 Penalty: 11266.637695
	Iteration 38Q: 3 clusters Score -2025470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2025516.625000 Penalty: 11266.637695
	Iteration 39Q: 3 clusters Score -2025517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2025560.875000 Penalty: 11266.637695
	Iteration 40F: 3 clusters Score -2025561 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2025609.000000 Penalty: 11266.637695
	Iteration 41Q: 3 clusters Score -2025609 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2025664.625000 Penalty: 11266.637695
	Iteration 42Q: 3 clusters Score -2025665 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2025731.500000 Penalty: 11266.637695
	Iteration 43Q: 3 clusters Score -2025732 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2025784.750000 Penalty: 11266.637695
	Iteration 44Q: 3 clusters Score -2025785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2025842.500000 Penalty: 11266.637695
	Iteration 45Q: 3 clusters Score -2025842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2025890.500000 Penalty: 11266.637695
	Iteration 46Q: 3 clusters Score -2025890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2025937.000000 Penalty: 11266.637695
	Iteration 47Q: 3 clusters Score -2025937 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2025984.125000 Penalty: 11266.637695
	Iteration 48Q: 3 clusters Score -2025984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2026027.125000 Penalty: 11266.637695
	Iteration 49Q: 3 clusters Score -2026027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2026070.625000 Penalty: 11266.637695
	Iteration 50Q: 3 clusters Score -2026071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2026090.375000 Penalty: 11266.637695
	Iteration 51Q: 3 clusters Score -2026090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2026122.500000 Penalty: 11266.637695
	Iteration 52Q: 3 clusters Score -2026122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2026150.125000 Penalty: 11266.637695
	Iteration 53Q: 3 clusters Score -2026150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2026165.375000 Penalty: 11266.637695
	Iteration 54Q: 3 clusters Score -2026165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2026182.375000 Penalty: 11266.637695
	Iteration 55Q: 3 clusters Score -2026182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2026207.375000 Penalty: 11266.637695
	Iteration 56Q: 3 clusters Score -2026207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2026233.000000 Penalty: 11266.637695
	Iteration 57Q: 3 clusters Score -2026233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2026262.625000 Penalty: 11266.637695
	Iteration 58Q: 3 clusters Score -2026263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2026271.000000 Penalty: 11266.637695
	Iteration 59Q: 3 clusters Score -2026271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2026297.125000 Penalty: 11266.637695
	Iteration 60F: 3 clusters Score -2026297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2026312.250000 Penalty: 11266.637695
	Iteration 61Q: 3 clusters Score -2026312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2026328.750000 Penalty: 11266.637695
	Iteration 62Q: 3 clusters Score -2026329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2026351.375000 Penalty: 11266.637695
	Iteration 63Q: 3 clusters Score -2026351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2026372.625000 Penalty: 11266.637695
	Iteration 64Q: 3 clusters Score -2026373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2026385.375000 Penalty: 11266.637695
	Iteration 65Q: 3 clusters Score -2026385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2026403.625000 Penalty: 11266.637695
	Iteration 66Q: 3 clusters Score -2026404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2026430.500000 Penalty: 11266.637695
	Iteration 67Q: 3 clusters Score -2026430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2026442.750000 Penalty: 11266.637695
	Iteration 68Q: 3 clusters Score -2026443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2026458.000000 Penalty: 11266.637695
	Iteration 69Q: 3 clusters Score -2026458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2026463.250000 Penalty: 11266.637695
	Iteration 70Q: 3 clusters Score -2026463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2026465.875000 Penalty: 11266.637695
	Iteration 71Q: 3 clusters Score -2026466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2026468.375000 Penalty: 11266.637695
	Iteration 72Q: 3 clusters Score -2026468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2026473.250000 Penalty: 11266.637695
	Iteration 73Q: 3 clusters Score -2026473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2026477.375000 Penalty: 11266.637695
	Iteration 74Q: 3 clusters Score -2026477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2026484.125000 Penalty: 11266.637695
	Iteration 75Q: 3 clusters Score -2026484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2026488.375000 Penalty: 11266.637695
	Iteration 76Q: 3 clusters Score -2026488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2026489.250000 Penalty: 11266.637695
	Iteration 77Q: 3 clusters Score -2026489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2026492.125000 Penalty: 11266.637695
	Iteration 78Q: 3 clusters Score -2026492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2026493.125000 Penalty: 11266.637695
	Iteration 79Q: 3 clusters Score -2026493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2026492.875000 Penalty: 11266.637695
	Iteration 80F: 3 clusters Score -2026493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2026495.375000 Penalty: 11266.637695
	Iteration 81Q: 3 clusters Score -2026495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2026493.875000 Penalty: 11266.637695
	Iteration 82Q: 3 clusters Score -2026494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2026493.500000 Penalty: 11266.637695
	Iteration 83Q: 3 clusters Score -2026494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2026493.500000 Penalty: 11266.637695
	Iteration 84F: 3 clusters Score -2026494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -375938.468750 Penalty: 4611.761719
	Iteration 0F: 2 clusters Score -375938.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -371086.312500 Penalty: 9223.523438
	Iteration 0F: 3 clusters Score -371086.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -371754.968750 Penalty: 9223.523438
	Iteration 1F: 3 clusters Score -371755 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -372057.031250 Penalty: 9223.523438
	Iteration 2F: 3 clusters Score -372057 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -372229.468750 Penalty: 9223.523438
	Iteration 3Q: 3 clusters Score -372229.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -372382.406250 Penalty: 9223.523438
	Iteration 4Q: 3 clusters Score -372382.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -372512.000000 Penalty: 9223.523438
	Iteration 5Q: 3 clusters Score -372512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -372624.750000 Penalty: 9223.523438
	Iteration 6Q: 3 clusters Score -372624.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -372794.625000 Penalty: 9223.523438
	Iteration 7Q: 3 clusters Score -372794.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -372967.312500 Penalty: 9223.523438
	Iteration 8Q: 3 clusters Score -372967.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -373181.375000 Penalty: 9223.523438
	Iteration 9Q: 3 clusters Score -373181.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -373437.000000 Penalty: 9223.523438
	Iteration 10Q: 3 clusters Score -373437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -373681.625000 Penalty: 9223.523438
	Iteration 11Q: 3 clusters Score -373681.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -373861.218750 Penalty: 9223.523438
	Iteration 12Q: 3 clusters Score -373861.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -374031.593750 Penalty: 9223.523438
	Iteration 13Q: 3 clusters Score -374031.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -374204.937500 Penalty: 9223.523438
	Iteration 14Q: 3 clusters Score -374204.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -374320.812500 Penalty: 9223.523438
	Iteration 15Q: 3 clusters Score -374320.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -374415.406250 Penalty: 9223.523438
	Iteration 16Q: 3 clusters Score -374415.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -374462.156250 Penalty: 9223.523438
	Iteration 17Q: 3 clusters Score -374462.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -374487.312500 Penalty: 9223.523438
	Iteration 18Q: 3 clusters Score -374487.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -374510.375000 Penalty: 9223.523438
	Iteration 19Q: 3 clusters Score -374510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -374535.656250 Penalty: 9223.523438
	Iteration 20F: 3 clusters Score -374535.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -374559.906250 Penalty: 9223.523438
	Iteration 21Q: 3 clusters Score -374559.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -374583.375000 Penalty: 9223.523438
	Iteration 22Q: 3 clusters Score -374583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -374596.250000 Penalty: 9223.523438
	Iteration 23Q: 3 clusters Score -374596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -374604.125000 Penalty: 9223.523438
	Iteration 24Q: 3 clusters Score -374604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -374606.625000 Penalty: 9223.523438
	Iteration 25Q: 3 clusters Score -374606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -374606.625000 Penalty: 9223.523438
	Iteration 26F: 3 clusters Score -374606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -173755.906250 Penalty: 4225.462891
	Iteration 0F: 2 clusters Score -173755.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -169841.453125 Penalty: 8450.925781
	Iteration 0F: 3 clusters Score -169841.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -170474.703125 Penalty: 8450.925781
	Iteration 1F: 3 clusters Score -170474.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -170838.703125 Penalty: 8450.925781
	Iteration 2F: 3 clusters Score -170838.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -171029.609375 Penalty: 8450.925781
	Iteration 3Q: 3 clusters Score -171029.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -171117.625000 Penalty: 8450.925781
	Iteration 4Q: 3 clusters Score -171117.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -171224.203125 Penalty: 8450.925781
	Iteration 5Q: 3 clusters Score -171224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -171357.843750 Penalty: 8450.925781
	Iteration 6Q: 3 clusters Score -171357.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -171535.671875 Penalty: 8450.925781
	Iteration 7Q: 3 clusters Score -171535.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -171625.765625 Penalty: 8450.925781
	Iteration 8Q: 3 clusters Score -171625.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -171685.968750 Penalty: 8450.925781
	Iteration 9Q: 3 clusters Score -171686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -171723.828125 Penalty: 8450.925781
	Iteration 10Q: 3 clusters Score -171723.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -171751.375000 Penalty: 8450.925781
	Iteration 11Q: 3 clusters Score -171751.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -171766.312500 Penalty: 8450.925781
	Iteration 12Q: 3 clusters Score -171766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -171775.015625 Penalty: 8450.925781
	Iteration 13Q: 3 clusters Score -171775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171777.109375 Penalty: 8450.925781
	Iteration 14Q: 3 clusters Score -171777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -171781.703125 Penalty: 8450.925781
	Iteration 15Q: 3 clusters Score -171781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -171784.218750 Penalty: 8450.925781
	Iteration 16Q: 3 clusters Score -171784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -171789.515625 Penalty: 8450.925781
	Iteration 17Q: 3 clusters Score -171789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -171798.484375 Penalty: 8450.925781
	Iteration 18Q: 3 clusters Score -171798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -171803.156250 Penalty: 8450.925781
	Iteration 19Q: 3 clusters Score -171803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -171807.140625 Penalty: 8450.925781
	Iteration 20F: 3 clusters Score -171807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -171812.906250 Penalty: 8450.925781
	Iteration 21Q: 3 clusters Score -171812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -171821.390625 Penalty: 8450.925781
	Iteration 22Q: 3 clusters Score -171821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -171836.953125 Penalty: 8450.925781
	Iteration 23Q: 3 clusters Score -171837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -171853.500000 Penalty: 8450.925781
	Iteration 24Q: 3 clusters Score -171853.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -171862.250000 Penalty: 8450.925781
	Iteration 25Q: 3 clusters Score -171862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171871.515625 Penalty: 8450.925781
	Iteration 26Q: 3 clusters Score -171871.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171871.515625 Penalty: 8450.925781
	Iteration 27F: 3 clusters Score -171871.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Entering Unmasked Estep 
Score: -5367209.000000 Penalty: 6227.596191
	Iteration 0F: 2 clusters Score -5367209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -5346890.500000 Penalty: 12455.192383
	Iteration 0F: 3 clusters Score -5346890 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -5352592.000000 Penalty: 12455.192383
	Iteration 1F: 3 clusters Score -5352592 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -5353311.000000 Penalty: 12455.192383
	Iteration 2F: 3 clusters Score -5353311 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5353810.500000 Penalty: 12455.192383
	Iteration 3Q: 3 clusters Score -5353810 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -5354171.000000 Penalty: 12455.192383
	Iteration 4Q: 3 clusters Score -5354171 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -5354488.500000 Penalty: 12455.192383
	Iteration 5Q: 3 clusters Score -5354488 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -5354803.000000 Penalty: 12455.192383
	Iteration 6Q: 3 clusters Score -5354803 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5355107.500000 Penalty: 12455.192383
	Iteration 7Q: 3 clusters Score -5355108 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -5355413.500000 Penalty: 12455.192383
	Iteration 8Q: 3 clusters Score -5355414 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -5355736.500000 Penalty: 12455.192383
	Iteration 9Q: 3 clusters Score -5355736 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -5356072.000000 Penalty: 12455.192383
	Iteration 10Q: 3 clusters Score -5356072 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -5356434.500000 Penalty: 12455.192383
	Iteration 11Q: 3 clusters Score -5356434 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -5356791.500000 Penalty: 12455.192383
	Iteration 12Q: 3 clusters Score -5356792 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5357187.000000 Penalty: 12455.192383
	Iteration 13Q: 3 clusters Score -5357187 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -5357572.500000 Penalty: 12455.192383
	Iteration 14Q: 3 clusters Score -5357572 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -5357951.500000 Penalty: 12455.192383
	Iteration 15Q: 3 clusters Score -5357952 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -5358262.000000 Penalty: 12455.192383
	Iteration 16Q: 3 clusters Score -5358262 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -5358580.000000 Penalty: 12455.192383
	Iteration 17Q: 3 clusters Score -5358580 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -5358914.500000 Penalty: 12455.192383
	Iteration 18Q: 3 clusters Score -5358914 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -5359196.500000 Penalty: 12455.192383
	Iteration 19Q: 3 clusters Score -5359196 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -5359435.000000 Penalty: 12455.192383
	Iteration 20F: 3 clusters Score -5359435 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -5359646.000000 Penalty: 12455.192383
	Iteration 21Q: 3 clusters Score -5359646 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5359774.500000 Penalty: 12455.192383
	Iteration 22Q: 3 clusters Score -5359774 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -5359886.500000 Penalty: 12455.192383
	Iteration 23Q: 3 clusters Score -5359886 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -5359971.000000 Penalty: 12455.192383
	Iteration 24Q: 3 clusters Score -5359971 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -5359999.500000 Penalty: 12455.192383
	Iteration 25Q: 3 clusters Score -5360000 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -5360036.000000 Penalty: 12455.192383
	Iteration 26Q: 3 clusters Score -5360036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -5360064.500000 Penalty: 12455.192383
	Iteration 27Q: 3 clusters Score -5360064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -5360090.500000 Penalty: 12455.192383
	Iteration 28Q: 3 clusters Score -5360090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -5360109.500000 Penalty: 12455.192383
	Iteration 29Q: 3 clusters Score -5360110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -5360137.000000 Penalty: 12455.192383
	Iteration 30Q: 3 clusters Score -5360137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -5360147.500000 Penalty: 12455.192383
	Iteration 31Q: 3 clusters Score -5360148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -5360138.000000 Penalty: 12455.192383
	Iteration 32Q: 3 clusters Score -5360138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5360139.000000 Penalty: 12455.192383
	Iteration 33Q: 3 clusters Score -5360139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -5360145.500000 Penalty: 12455.192383
	Iteration 34Q: 3 clusters Score -5360146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -5360156.000000 Penalty: 12455.192383
	Iteration 35Q: 3 clusters Score -5360156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -5360150.500000 Penalty: 12455.192383
	Iteration 36Q: 3 clusters Score -5360150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5360155.500000 Penalty: 12455.192383
	Iteration 37Q: 3 clusters Score -5360156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -5360158.500000 Penalty: 12455.192383
	Iteration 38Q: 3 clusters Score -5360158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -5360160.500000 Penalty: 12455.192383
	Iteration 39Q: 3 clusters Score -5360160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5360151.000000 Penalty: 12455.192383
	Iteration 40F: 3 clusters Score -5360151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5360156.500000 Penalty: 12455.192383
	Iteration 41Q: 3 clusters Score -5360156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -5360165.500000 Penalty: 12455.192383
	Iteration 42Q: 3 clusters Score -5360166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -5360167.000000 Penalty: 12455.192383
	Iteration 43Q: 3 clusters Score -5360167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -5360167.500000 Penalty: 12455.192383
	Iteration 44Q: 3 clusters Score -5360168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5360177.000000 Penalty: 12455.192383
	Iteration 45Q: 3 clusters Score -5360177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -5360175.000000 Penalty: 12455.192383
	Iteration 46Q: 3 clusters Score -5360175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -5360176.500000 Penalty: 12455.192383
	Iteration 47Q: 3 clusters Score -5360176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -5360170.500000 Penalty: 12455.192383
	Iteration 48Q: 3 clusters Score -5360170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -5360171.000000 Penalty: 12455.192383
	Iteration 49Q: 3 clusters Score -5360171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -5360176.000000 Penalty: 12455.192383
	Iteration 50Q: 3 clusters Score -5360176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -5360180.500000 Penalty: 12455.192383
	Iteration 51Q: 3 clusters Score -5360180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -5360175.500000 Penalty: 12455.192383
	Iteration 52Q: 3 clusters Score -5360176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -5360175.500000 Penalty: 12455.192383
	Iteration 53F: 3 clusters Score -5360176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -118116.687500 Penalty: 3969.965820
	Iteration 0F: 2 clusters Score -118116.7 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 310 members 
Entering Unmasked Estep 
Score: -114473.710938 Penalty: 7939.931641
	Iteration 0F: 3 clusters Score -114473.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -114692.710938 Penalty: 7939.931641
	Iteration 1F: 3 clusters Score -114692.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -114884.937500 Penalty: 7939.931641
	Iteration 2Q: 3 clusters Score -114884.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -114952.734375 Penalty: 7939.931641
	Iteration 3Q: 3 clusters Score -114952.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -115127.492188 Penalty: 7939.931641
	Iteration 4Q: 3 clusters Score -115127.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -115369.257812 Penalty: 7939.931641
	Iteration 5Q: 3 clusters Score -115369.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -115607.921875 Penalty: 7939.931641
	Iteration 6Q: 3 clusters Score -115607.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -115923.507812 Penalty: 7939.931641
	Iteration 7Q: 3 clusters Score -115923.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -116306.351562 Penalty: 7939.931641
	Iteration 8Q: 3 clusters Score -116306.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -116443.632812 Penalty: 7939.931641
	Iteration 9Q: 3 clusters Score -116443.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -116535.007812 Penalty: 7939.931641
	Iteration 10Q: 3 clusters Score -116535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -116585.773438 Penalty: 7939.931641
	Iteration 11Q: 3 clusters Score -116585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -116607.750000 Penalty: 7939.931641
	Iteration 12Q: 3 clusters Score -116607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -116610.093750 Penalty: 7939.931641
	Iteration 13F: 3 clusters Score -116610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -116623.937500 Penalty: 7939.931641
	Iteration 14Q: 3 clusters Score -116623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -116640.367188 Penalty: 7939.931641
	Iteration 15Q: 3 clusters Score -116640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -116644.054688 Penalty: 7939.931641
	Iteration 16Q: 3 clusters Score -116644.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -116644.054688 Penalty: 7939.931641
	Iteration 17F: 3 clusters Score -116644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -197677.000000 Penalty: 4235.880371
	Iteration 0F: 2 clusters Score -197677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -193566.453125 Penalty: 8471.760742
	Iteration 0F: 3 clusters Score -193566.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -193916.453125 Penalty: 8471.760742
	Iteration 1F: 3 clusters Score -193916.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -194088.890625 Penalty: 8471.760742
	Iteration 2F: 3 clusters Score -194088.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -194167.421875 Penalty: 8471.760742
	Iteration 3Q: 3 clusters Score -194167.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -194212.828125 Penalty: 8471.760742
	Iteration 4Q: 3 clusters Score -194212.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -194235.875000 Penalty: 8471.760742
	Iteration 5Q: 3 clusters Score -194235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -194268.531250 Penalty: 8471.760742
	Iteration 6Q: 3 clusters Score -194268.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -194282.812500 Penalty: 8471.760742
	Iteration 7Q: 3 clusters Score -194282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -194285.125000 Penalty: 8471.760742
	Iteration 8Q: 3 clusters Score -194285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -194289.265625 Penalty: 8471.760742
	Iteration 9Q: 3 clusters Score -194289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -194291.062500 Penalty: 8471.760742
	Iteration 10Q: 3 clusters Score -194291.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -194291.062500 Penalty: 8471.760742
	Iteration 11F: 3 clusters Score -194291.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -75083.921875 Penalty: 3714.068359
	Iteration 0F: 2 clusters Score -75083.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72086.398438 Penalty: 7428.136719
	Iteration 0F: 3 clusters Score -72086.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72322.734375 Penalty: 7428.136719
	Iteration 1F: 3 clusters Score -72322.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72514.445312 Penalty: 7428.136719
	Iteration 2F: 3 clusters Score -72514.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -72744.812500 Penalty: 7428.136719
	Iteration 3F: 3 clusters Score -72744.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -72881.492188 Penalty: 7428.136719
	Iteration 4Q: 3 clusters Score -72881.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -72980.875000 Penalty: 7428.136719
	Iteration 5Q: 3 clusters Score -72980.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -73047.882812 Penalty: 7428.136719
	Iteration 6Q: 3 clusters Score -73047.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -73070.132812 Penalty: 7428.136719
	Iteration 7Q: 3 clusters Score -73070.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -73070.132812 Penalty: 7428.136719
	Iteration 8F: 3 clusters Score -73070.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Entering Unmasked Estep 
Score: -7928496.000000 Penalty: 6463.870117
	Iteration 0F: 2 clusters Score -7928496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -7900454.000000 Penalty: 12927.740234
	Iteration 0F: 3 clusters Score -7900454 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -7909005.500000 Penalty: 12927.740234
	Iteration 1F: 3 clusters Score -7909006 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -7909874.500000 Penalty: 12927.740234
	Iteration 2F: 3 clusters Score -7909874 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -7910557.000000 Penalty: 12927.740234
	Iteration 3Q: 3 clusters Score -7910557 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -7911182.000000 Penalty: 12927.740234
	Iteration 4Q: 3 clusters Score -7911182 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -7911833.000000 Penalty: 12927.740234
	Iteration 5Q: 3 clusters Score -7911833 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -7912504.000000 Penalty: 12927.740234
	Iteration 6Q: 3 clusters Score -7912504 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -7913320.500000 Penalty: 12927.740234
	Iteration 7Q: 3 clusters Score -7913320 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -7914305.000000 Penalty: 12927.740234
	Iteration 8Q: 3 clusters Score -7914305 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -7915347.500000 Penalty: 12927.740234
	Iteration 9Q: 3 clusters Score -7915348 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -7916391.000000 Penalty: 12927.740234
	Iteration 10Q: 3 clusters Score -7916391 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -7917506.000000 Penalty: 12927.740234
	Iteration 11Q: 3 clusters Score -7917506 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -7918600.000000 Penalty: 12927.740234
	Iteration 12Q: 3 clusters Score -7918600 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -7919523.000000 Penalty: 12927.740234
	Iteration 13Q: 3 clusters Score -7919523 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -7920318.500000 Penalty: 12927.740234
	Iteration 14Q: 3 clusters Score -7920318 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -7921035.000000 Penalty: 12927.740234
	Iteration 15Q: 3 clusters Score -7921035 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -7921456.000000 Penalty: 12927.740234
	Iteration 16Q: 3 clusters Score -7921456 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -7921745.000000 Penalty: 12927.740234
	Iteration 17Q: 3 clusters Score -7921745 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -7921959.000000 Penalty: 12927.740234
	Iteration 18Q: 3 clusters Score -7921959 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -7922050.500000 Penalty: 12927.740234
	Iteration 19Q: 3 clusters Score -7922050 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -7922111.000000 Penalty: 12927.740234
	Iteration 20F: 3 clusters Score -7922111 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -7922206.500000 Penalty: 12927.740234
	Iteration 21Q: 3 clusters Score -7922206 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -7922241.000000 Penalty: 12927.740234
	Iteration 22Q: 3 clusters Score -7922241 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -7922252.000000 Penalty: 12927.740234
	Iteration 23Q: 3 clusters Score -7922252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -7922256.500000 Penalty: 12927.740234
	Iteration 24Q: 3 clusters Score -7922256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -7922275.000000 Penalty: 12927.740234
	Iteration 25Q: 3 clusters Score -7922275 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -7922280.000000 Penalty: 12927.740234
	Iteration 26Q: 3 clusters Score -7922280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -7922296.500000 Penalty: 12927.740234
	Iteration 27Q: 3 clusters Score -7922296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -7922293.500000 Penalty: 12927.740234
	Iteration 28Q: 3 clusters Score -7922294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -7922299.500000 Penalty: 12927.740234
	Iteration 29Q: 3 clusters Score -7922300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -7922301.000000 Penalty: 12927.740234
	Iteration 30Q: 3 clusters Score -7922301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -7922319.500000 Penalty: 12927.740234
	Iteration 31Q: 3 clusters Score -7922320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -7922324.500000 Penalty: 12927.740234
	Iteration 32Q: 3 clusters Score -7922324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -7922316.500000 Penalty: 12927.740234
	Iteration 33Q: 3 clusters Score -7922316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -7922324.000000 Penalty: 12927.740234
	Iteration 34Q: 3 clusters Score -7922324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -7922324.500000 Penalty: 12927.740234
	Iteration 35Q: 3 clusters Score -7922324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -7922309.500000 Penalty: 12927.740234
	Iteration 36Q: 3 clusters Score -7922310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -7922314.000000 Penalty: 12927.740234
	Iteration 37Q: 3 clusters Score -7922314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -7922313.000000 Penalty: 12927.740234
	Iteration 38Q: 3 clusters Score -7922313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -7922326.000000 Penalty: 12927.740234
	Iteration 39Q: 3 clusters Score -7922326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -7922325.500000 Penalty: 12927.740234
	Iteration 40F: 3 clusters Score -7922326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -7922322.500000 Penalty: 12927.740234
	Iteration 41Q: 3 clusters Score -7922322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -7922320.000000 Penalty: 12927.740234
	Iteration 42Q: 3 clusters Score -7922320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -7922324.000000 Penalty: 12927.740234
	Iteration 43Q: 3 clusters Score -7922324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -7922328.000000 Penalty: 12927.740234
	Iteration 44Q: 3 clusters Score -7922328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -7922324.500000 Penalty: 12927.740234
	Iteration 45Q: 3 clusters Score -7922324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -7922321.500000 Penalty: 12927.740234
	Iteration 46Q: 3 clusters Score -7922322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -7922326.000000 Penalty: 12927.740234
	Iteration 47Q: 3 clusters Score -7922326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -7922326.000000 Penalty: 12927.740234
	Iteration 48Q: 3 clusters Score -7922326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -7922332.500000 Penalty: 12927.740234
	Iteration 49Q: 3 clusters Score -7922332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -7922321.500000 Penalty: 12927.740234
	Iteration 50Q: 3 clusters Score -7922322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -7922321.000000 Penalty: 12927.740234
	Iteration 51Q: 3 clusters Score -7922321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -7922319.000000 Penalty: 12927.740234
	Iteration 52Q: 3 clusters Score -7922319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -7922319.000000 Penalty: 12927.740234
	Iteration 53F: 3 clusters Score -7922319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73911 members 
Entering Unmasked Estep 
Score: -15316517.000000 Penalty: 6866.502930
	Iteration 0F: 2 clusters Score -1.531652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -15265306.000000 Penalty: 13733.005859
	Iteration 0F: 3 clusters Score -1.526531e+07 nChanged 33377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -15283632.000000 Penalty: 13733.005859
	Iteration 1F: 3 clusters Score -1.528363e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -15284690.000000 Penalty: 13733.005859
	Iteration 2Q: 3 clusters Score -1.528469e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -15285701.000000 Penalty: 13733.005859
	Iteration 3Q: 3 clusters Score -1.52857e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -15286833.000000 Penalty: 13733.005859
	Iteration 4Q: 3 clusters Score -1.528683e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -15288172.000000 Penalty: 13733.005859
	Iteration 5Q: 3 clusters Score -1.528817e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -15289670.000000 Penalty: 13733.005859
	Iteration 6Q: 3 clusters Score -1.528967e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -15291520.000000 Penalty: 13733.005859
	Iteration 7Q: 3 clusters Score -1.529152e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -15293540.000000 Penalty: 13733.005859
	Iteration 8Q: 3 clusters Score -1.529354e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -15295907.000000 Penalty: 13733.005859
	Iteration 9F: 3 clusters Score -1.529591e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -15298405.000000 Penalty: 13733.005859
	Iteration 10F: 3 clusters Score -1.52984e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -15300778.000000 Penalty: 13733.005859
	Iteration 11Q: 3 clusters Score -1.530078e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -15302593.000000 Penalty: 13733.005859
	Iteration 12Q: 3 clusters Score -1.530259e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -15303872.000000 Penalty: 13733.005859
	Iteration 13Q: 3 clusters Score -1.530387e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -15304803.000000 Penalty: 13733.005859
	Iteration 14Q: 3 clusters Score -1.53048e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -15305595.000000 Penalty: 13733.005859
	Iteration 15Q: 3 clusters Score -1.53056e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -15306339.000000 Penalty: 13733.005859
	Iteration 16Q: 3 clusters Score -1.530634e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -15307041.000000 Penalty: 13733.005859
	Iteration 17Q: 3 clusters Score -1.530704e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -15307611.000000 Penalty: 13733.005859
	Iteration 18Q: 3 clusters Score -1.530761e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -15308108.000000 Penalty: 13733.005859
	Iteration 19Q: 3 clusters Score -1.530811e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -15308559.000000 Penalty: 13733.005859
	Iteration 20F: 3 clusters Score -1.530856e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -15308898.000000 Penalty: 13733.005859
	Iteration 21Q: 3 clusters Score -1.53089e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -15309274.000000 Penalty: 13733.005859
	Iteration 22Q: 3 clusters Score -1.530927e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -15309532.000000 Penalty: 13733.005859
	Iteration 23Q: 3 clusters Score -1.530953e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -15309726.000000 Penalty: 13733.005859
	Iteration 24Q: 3 clusters Score -1.530973e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -15309912.000000 Penalty: 13733.005859
	Iteration 25Q: 3 clusters Score -1.530991e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -15310123.000000 Penalty: 13733.005859
	Iteration 26Q: 3 clusters Score -1.531012e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -15310316.000000 Penalty: 13733.005859
	Iteration 27Q: 3 clusters Score -1.531032e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -15310512.000000 Penalty: 13733.005859
	Iteration 28Q: 3 clusters Score -1.531051e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -15310669.000000 Penalty: 13733.005859
	Iteration 29Q: 3 clusters Score -1.531067e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -15310787.000000 Penalty: 13733.005859
	Iteration 30Q: 3 clusters Score -1.531079e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -15310875.000000 Penalty: 13733.005859
	Iteration 31Q: 3 clusters Score -1.531088e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -15310958.000000 Penalty: 13733.005859
	Iteration 32Q: 3 clusters Score -1.531096e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -15311008.000000 Penalty: 13733.005859
	Iteration 33Q: 3 clusters Score -1.531101e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -15311025.000000 Penalty: 13733.005859
	Iteration 34Q: 3 clusters Score -1.531102e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -15311107.000000 Penalty: 13733.005859
	Iteration 35Q: 3 clusters Score -1.531111e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -15311136.000000 Penalty: 13733.005859
	Iteration 36Q: 3 clusters Score -1.531114e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -15311159.000000 Penalty: 13733.005859
	Iteration 37Q: 3 clusters Score -1.531116e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70532 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -15311174.000000 Penalty: 13733.005859
	Iteration 38Q: 3 clusters Score -1.531117e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -15311203.000000 Penalty: 13733.005859
	Iteration 39Q: 3 clusters Score -1.53112e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -15311222.000000 Penalty: 13733.005859
	Iteration 40F: 3 clusters Score -1.531122e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -15311252.000000 Penalty: 13733.005859
	Iteration 41Q: 3 clusters Score -1.531125e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -15311267.000000 Penalty: 13733.005859
	Iteration 42Q: 3 clusters Score -1.531127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70688 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -15311252.000000 Penalty: 13733.005859
	Iteration 43Q: 3 clusters Score -1.531125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -15311272.000000 Penalty: 13733.005859
	Iteration 44Q: 3 clusters Score -1.531127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -15311291.000000 Penalty: 13733.005859
	Iteration 45Q: 3 clusters Score -1.531129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -15311297.000000 Penalty: 13733.005859
	Iteration 46Q: 3 clusters Score -1.53113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -15311279.000000 Penalty: 13733.005859
	Iteration 47Q: 3 clusters Score -1.531128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -15311282.000000 Penalty: 13733.005859
	Iteration 48Q: 3 clusters Score -1.531128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -15311295.000000 Penalty: 13733.005859
	Iteration 49Q: 3 clusters Score -1.53113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -15311306.000000 Penalty: 13733.005859
	Iteration 50Q: 3 clusters Score -1.531131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -15311307.000000 Penalty: 13733.005859
	Iteration 51Q: 3 clusters Score -1.531131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -15311283.000000 Penalty: 13733.005859
	Iteration 52Q: 3 clusters Score -1.531128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -15311296.000000 Penalty: 13733.005859
	Iteration 53Q: 3 clusters Score -1.53113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -15311300.000000 Penalty: 13733.005859
	Iteration 54Q: 3 clusters Score -1.53113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -15311311.000000 Penalty: 13733.005859
	Iteration 55Q: 3 clusters Score -1.531131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -15311310.000000 Penalty: 13733.005859
	Iteration 56Q: 3 clusters Score -1.531131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -15311306.000000 Penalty: 13733.005859
	Iteration 57Q: 3 clusters Score -1.531131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -15311293.000000 Penalty: 13733.005859
	Iteration 58Q: 3 clusters Score -1.531129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -15311308.000000 Penalty: 13733.005859
	Iteration 59Q: 3 clusters Score -1.531131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70819 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -15311313.000000 Penalty: 13733.005859
	Iteration 60F: 3 clusters Score -1.531131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70825 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -15311311.000000 Penalty: 13733.005859
	Iteration 61Q: 3 clusters Score -1.531131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -15311331.000000 Penalty: 13733.005859
	Iteration 62Q: 3 clusters Score -1.531133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -15311327.000000 Penalty: 13733.005859
	Iteration 63Q: 3 clusters Score -1.531133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -15311315.000000 Penalty: 13733.005859
	Iteration 64Q: 3 clusters Score -1.531132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -15311317.000000 Penalty: 13733.005859
	Iteration 65Q: 3 clusters Score -1.531132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -15311335.000000 Penalty: 13733.005859
	Iteration 66Q: 3 clusters Score -1.531134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -15311331.000000 Penalty: 13733.005859
	Iteration 67Q: 3 clusters Score -1.531133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -15311336.000000 Penalty: 13733.005859
	Iteration 68Q: 3 clusters Score -1.531134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -15311327.000000 Penalty: 13733.005859
	Iteration 69Q: 3 clusters Score -1.531133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -15311339.000000 Penalty: 13733.005859
	Iteration 70Q: 3 clusters Score -1.531134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -15311341.000000 Penalty: 13733.005859
	Iteration 71Q: 3 clusters Score -1.531134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -15311341.000000 Penalty: 13733.005859
	Iteration 72F: 3 clusters Score -1.531134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Entering Unmasked Estep 
Score: -8575118.000000 Penalty: 6509.806152
	Iteration 0F: 2 clusters Score -8575118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -8545077.000000 Penalty: 13019.612305
	Iteration 0F: 3 clusters Score -8545077 nChanged 17967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -8554638.000000 Penalty: 13019.612305
	Iteration 1F: 3 clusters Score -8554638 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -8555464.000000 Penalty: 13019.612305
	Iteration 2F: 3 clusters Score -8555464 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -8556058.000000 Penalty: 13019.612305
	Iteration 3Q: 3 clusters Score -8556058 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -8556509.000000 Penalty: 13019.612305
	Iteration 4Q: 3 clusters Score -8556509 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -8556923.000000 Penalty: 13019.612305
	Iteration 5Q: 3 clusters Score -8556923 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -8557310.000000 Penalty: 13019.612305
	Iteration 6Q: 3 clusters Score -8557310 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -8557621.000000 Penalty: 13019.612305
	Iteration 7Q: 3 clusters Score -8557621 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -8557964.000000 Penalty: 13019.612305
	Iteration 8Q: 3 clusters Score -8557964 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -8558313.000000 Penalty: 13019.612305
	Iteration 9Q: 3 clusters Score -8558313 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -8558684.000000 Penalty: 13019.612305
	Iteration 10Q: 3 clusters Score -8558684 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -8559109.000000 Penalty: 13019.612305
	Iteration 11Q: 3 clusters Score -8559109 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -8559619.000000 Penalty: 13019.612305
	Iteration 12Q: 3 clusters Score -8559619 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -8560160.000000 Penalty: 13019.612305
	Iteration 13Q: 3 clusters Score -8560160 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -8560685.000000 Penalty: 13019.612305
	Iteration 14Q: 3 clusters Score -8560685 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -8561247.000000 Penalty: 13019.612305
	Iteration 15Q: 3 clusters Score -8561247 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -8561651.000000 Penalty: 13019.612305
	Iteration 16Q: 3 clusters Score -8561651 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -8562096.000000 Penalty: 13019.612305
	Iteration 17Q: 3 clusters Score -8562096 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -8562513.000000 Penalty: 13019.612305
	Iteration 18Q: 3 clusters Score -8562513 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -8562853.000000 Penalty: 13019.612305
	Iteration 19Q: 3 clusters Score -8562853 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -8563141.000000 Penalty: 13019.612305
	Iteration 20F: 3 clusters Score -8563141 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -8563404.000000 Penalty: 13019.612305
	Iteration 21Q: 3 clusters Score -8563404 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -8563598.000000 Penalty: 13019.612305
	Iteration 22Q: 3 clusters Score -8563598 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -8563836.000000 Penalty: 13019.612305
	Iteration 23Q: 3 clusters Score -8563836 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -8564085.000000 Penalty: 13019.612305
	Iteration 24Q: 3 clusters Score -8564085 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -8564320.000000 Penalty: 13019.612305
	Iteration 25Q: 3 clusters Score -8564320 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -8564569.000000 Penalty: 13019.612305
	Iteration 26Q: 3 clusters Score -8564569 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -8564892.000000 Penalty: 13019.612305
	Iteration 27Q: 3 clusters Score -8564892 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -8565212.000000 Penalty: 13019.612305
	Iteration 28Q: 3 clusters Score -8565212 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -8565530.000000 Penalty: 13019.612305
	Iteration 29Q: 3 clusters Score -8565530 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -8565834.000000 Penalty: 13019.612305
	Iteration 30Q: 3 clusters Score -8565834 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -8566138.000000 Penalty: 13019.612305
	Iteration 31Q: 3 clusters Score -8566138 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -8566496.000000 Penalty: 13019.612305
	Iteration 32Q: 3 clusters Score -8566496 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -8566879.000000 Penalty: 13019.612305
	Iteration 33Q: 3 clusters Score -8566879 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -8567173.000000 Penalty: 13019.612305
	Iteration 34Q: 3 clusters Score -8567173 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -8567414.000000 Penalty: 13019.612305
	Iteration 35Q: 3 clusters Score -8567414 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -8567702.000000 Penalty: 13019.612305
	Iteration 36Q: 3 clusters Score -8567702 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -8567948.000000 Penalty: 13019.612305
	Iteration 37Q: 3 clusters Score -8567948 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -8568163.000000 Penalty: 13019.612305
	Iteration 38Q: 3 clusters Score -8568163 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -8568352.000000 Penalty: 13019.612305
	Iteration 39Q: 3 clusters Score -8568352 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -8568551.000000 Penalty: 13019.612305
	Iteration 40F: 3 clusters Score -8568551 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -8568716.000000 Penalty: 13019.612305
	Iteration 41Q: 3 clusters Score -8568716 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -8568855.000000 Penalty: 13019.612305
	Iteration 42Q: 3 clusters Score -8568855 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8568986.000000 Penalty: 13019.612305
	Iteration 43Q: 3 clusters Score -8568986 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8569080.000000 Penalty: 13019.612305
	Iteration 44Q: 3 clusters Score -8569080 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -8569129.000000 Penalty: 13019.612305
	Iteration 45Q: 3 clusters Score -8569129 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8569210.000000 Penalty: 13019.612305
	Iteration 46Q: 3 clusters Score -8569210 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8569247.000000 Penalty: 13019.612305
	Iteration 47Q: 3 clusters Score -8569247 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -8569294.000000 Penalty: 13019.612305
	Iteration 48Q: 3 clusters Score -8569294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8569318.000000 Penalty: 13019.612305
	Iteration 49Q: 3 clusters Score -8569318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8569364.000000 Penalty: 13019.612305
	Iteration 50Q: 3 clusters Score -8569364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8569392.000000 Penalty: 13019.612305
	Iteration 51Q: 3 clusters Score -8569392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8569403.000000 Penalty: 13019.612305
	Iteration 52Q: 3 clusters Score -8569403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8569433.000000 Penalty: 13019.612305
	Iteration 53Q: 3 clusters Score -8569433 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8569451.000000 Penalty: 13019.612305
	Iteration 54Q: 3 clusters Score -8569451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8569464.000000 Penalty: 13019.612305
	Iteration 55Q: 3 clusters Score -8569464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8569484.000000 Penalty: 13019.612305
	Iteration 56Q: 3 clusters Score -8569484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8569486.000000 Penalty: 13019.612305
	Iteration 57Q: 3 clusters Score -8569486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8569505.000000 Penalty: 13019.612305
	Iteration 58Q: 3 clusters Score -8569505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8569524.000000 Penalty: 13019.612305
	Iteration 59Q: 3 clusters Score -8569524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8569526.000000 Penalty: 13019.612305
	Iteration 60F: 3 clusters Score -8569526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8569537.000000 Penalty: 13019.612305
	Iteration 61Q: 3 clusters Score -8569537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8569558.000000 Penalty: 13019.612305
	Iteration 62Q: 3 clusters Score -8569558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8569549.000000 Penalty: 13019.612305
	Iteration 63Q: 3 clusters Score -8569549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8569570.000000 Penalty: 13019.612305
	Iteration 64Q: 3 clusters Score -8569570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8569577.000000 Penalty: 13019.612305
	Iteration 65Q: 3 clusters Score -8569577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -8569593.000000 Penalty: 13019.612305
	Iteration 66Q: 3 clusters Score -8569593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8569610.000000 Penalty: 13019.612305
	Iteration 67Q: 3 clusters Score -8569610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8569623.000000 Penalty: 13019.612305
	Iteration 68Q: 3 clusters Score -8569623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8569619.000000 Penalty: 13019.612305
	Iteration 69Q: 3 clusters Score -8569619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8569620.000000 Penalty: 13019.612305
	Iteration 70Q: 3 clusters Score -8569620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8569616.000000 Penalty: 13019.612305
	Iteration 71Q: 3 clusters Score -8569616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -8569627.000000 Penalty: 13019.612305
	Iteration 72Q: 3 clusters Score -8569627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8569647.000000 Penalty: 13019.612305
	Iteration 73Q: 3 clusters Score -8569647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8569648.000000 Penalty: 13019.612305
	Iteration 74Q: 3 clusters Score -8569648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8569644.000000 Penalty: 13019.612305
	Iteration 75Q: 3 clusters Score -8569644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8569665.000000 Penalty: 13019.612305
	Iteration 76Q: 3 clusters Score -8569665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8569659.000000 Penalty: 13019.612305
	Iteration 77Q: 3 clusters Score -8569659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8569653.000000 Penalty: 13019.612305
	Iteration 78Q: 3 clusters Score -8569653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8569658.000000 Penalty: 13019.612305
	Iteration 79Q: 3 clusters Score -8569658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8569653.000000 Penalty: 13019.612305
	Iteration 80F: 3 clusters Score -8569653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -106051.039062 Penalty: 3900.514404
	Iteration 0F: 2 clusters Score -106051 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 315 members 
Entering Unmasked Estep 
Score: -102579.070312 Penalty: 7801.028809
	Iteration 0F: 3 clusters Score -102579.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -102791.289062 Penalty: 7801.028809
	Iteration 1F: 3 clusters Score -102791.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -102963.250000 Penalty: 7801.028809
	Iteration 2Q: 3 clusters Score -102963.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -103126.437500 Penalty: 7801.028809
	Iteration 3Q: 3 clusters Score -103126.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103234.789062 Penalty: 7801.028809
	Iteration 4Q: 3 clusters Score -103234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103262.093750 Penalty: 7801.028809
	Iteration 5Q: 3 clusters Score -103262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -103263.109375 Penalty: 7801.028809
	Iteration 6Q: 3 clusters Score -103263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -103263.109375 Penalty: 7801.028809
	Iteration 7F: 3 clusters Score -103263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21612 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23750 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9870 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26043 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38302 members 
Mstep: Class 23 contains 73911 members 
Mstep: Class 24 contains 41285 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424384.000000 Penalty: 199048.500000
Iteration 199Q: 26 clusters Score -8.942438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 12067 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21613 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23750 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9869 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38304 members 
Mstep: Class 23 contains 73912 members 
Mstep: Class 24 contains 41285 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424368.000000 Penalty: 199048.500000
Iteration 200F: 26 clusters Score -8.942437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 12067 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21614 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23751 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9867 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26040 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38305 members 
Mstep: Class 23 contains 73913 members 
Mstep: Class 24 contains 41285 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424368.000000 Penalty: 199048.500000
Iteration 201Q: 26 clusters Score -8.942437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 12067 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21614 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23751 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9866 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38305 members 
Mstep: Class 23 contains 73913 members 
Mstep: Class 24 contains 41285 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424360.000000 Penalty: 199048.500000
Iteration 202Q: 26 clusters Score -8.942436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 12066 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87901 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21614 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23751 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9865 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38305 members 
Mstep: Class 23 contains 73914 members 
Mstep: Class 24 contains 41285 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424344.000000 Penalty: 199048.500000
Iteration 203Q: 26 clusters Score -8.942434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 12065 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87900 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21614 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23751 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9865 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38305 members 
Mstep: Class 23 contains 73915 members 
Mstep: Class 24 contains 41286 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424352.000000 Penalty: 199048.500000
Iteration 204Q: 26 clusters Score -8.942435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 12066 members 
Mstep: Class 3 contains 9059 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87900 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21614 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23751 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26083 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9865 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38305 members 
Mstep: Class 23 contains 73915 members 
Mstep: Class 24 contains 41286 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424352.000000 Penalty: 199048.500000
Iteration 205Q: 26 clusters Score -8.942435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 12066 members 
Mstep: Class 3 contains 9058 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87900 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21614 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23751 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26084 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9865 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38305 members 
Mstep: Class 23 contains 73915 members 
Mstep: Class 24 contains 41286 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424352.000000 Penalty: 199048.500000
Iteration 206Q: 26 clusters Score -8.942435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 12066 members 
Mstep: Class 3 contains 9058 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 87900 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 21614 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 23751 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 26084 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 9865 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 38305 members 
Mstep: Class 23 contains 73915 members 
Mstep: Class 24 contains 41286 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89424352.000000 Penalty: 199048.500000
Iteration 207F: 26 clusters Score -8.942435e+07 nChanged 0
Entering ConstructFrom: 
Score: -89424352.000000 Penalty: 199048.500000
Entering ConstructFrom: 
Trying to split cluster 1 (15861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Entering Unmasked Estep 
Score: -3125219.750000 Penalty: 5923.866211
	Iteration 0F: 2 clusters Score -3125220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3111326.500000 Penalty: 11847.732422
	Iteration 0F: 3 clusters Score -3111326 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3114770.750000 Penalty: 11847.732422
	Iteration 1F: 3 clusters Score -3114771 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3115382.250000 Penalty: 11847.732422
	Iteration 2F: 3 clusters Score -3115382 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3115726.500000 Penalty: 11847.732422
	Iteration 3Q: 3 clusters Score -3115726 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3116002.250000 Penalty: 11847.732422
	Iteration 4Q: 3 clusters Score -3116002 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3116193.750000 Penalty: 11847.732422
	Iteration 5Q: 3 clusters Score -3116194 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3116352.250000 Penalty: 11847.732422
	Iteration 6Q: 3 clusters Score -3116352 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3116481.000000 Penalty: 11847.732422
	Iteration 7Q: 3 clusters Score -3116481 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3116581.500000 Penalty: 11847.732422
	Iteration 8Q: 3 clusters Score -3116582 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3116683.250000 Penalty: 11847.732422
	Iteration 9Q: 3 clusters Score -3116683 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3116751.250000 Penalty: 11847.732422
	Iteration 10Q: 3 clusters Score -3116751 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3116832.000000 Penalty: 11847.732422
	Iteration 11Q: 3 clusters Score -3116832 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3116908.000000 Penalty: 11847.732422
	Iteration 12Q: 3 clusters Score -3116908 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3116959.750000 Penalty: 11847.732422
	Iteration 13Q: 3 clusters Score -3116960 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3117005.000000 Penalty: 11847.732422
	Iteration 14Q: 3 clusters Score -3117005 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3117031.250000 Penalty: 11847.732422
	Iteration 15Q: 3 clusters Score -3117031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3117050.750000 Penalty: 11847.732422
	Iteration 16Q: 3 clusters Score -3117051 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3117094.250000 Penalty: 11847.732422
	Iteration 17Q: 3 clusters Score -3117094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3117112.750000 Penalty: 11847.732422
	Iteration 18Q: 3 clusters Score -3117113 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3117134.500000 Penalty: 11847.732422
	Iteration 19Q: 3 clusters Score -3117134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -3117149.000000 Penalty: 11847.732422
	Iteration 20F: 3 clusters Score -3117149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3117176.500000 Penalty: 11847.732422
	Iteration 21Q: 3 clusters Score -3117176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3117188.750000 Penalty: 11847.732422
	Iteration 22Q: 3 clusters Score -3117189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3117211.250000 Penalty: 11847.732422
	Iteration 23Q: 3 clusters Score -3117211 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3117241.500000 Penalty: 11847.732422
	Iteration 24Q: 3 clusters Score -3117242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3117260.000000 Penalty: 11847.732422
	Iteration 25Q: 3 clusters Score -3117260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3117268.250000 Penalty: 11847.732422
	Iteration 26Q: 3 clusters Score -3117268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -3117303.000000 Penalty: 11847.732422
	Iteration 27Q: 3 clusters Score -3117303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3117321.250000 Penalty: 11847.732422
	Iteration 28Q: 3 clusters Score -3117321 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3117354.250000 Penalty: 11847.732422
	Iteration 29Q: 3 clusters Score -3117354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3117383.750000 Penalty: 11847.732422
	Iteration 30Q: 3 clusters Score -3117384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3117415.250000 Penalty: 11847.732422
	Iteration 31Q: 3 clusters Score -3117415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3117440.250000 Penalty: 11847.732422
	Iteration 32Q: 3 clusters Score -3117440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3117464.750000 Penalty: 11847.732422
	Iteration 33Q: 3 clusters Score -3117465 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3117486.750000 Penalty: 11847.732422
	Iteration 34Q: 3 clusters Score -3117487 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3117516.000000 Penalty: 11847.732422
	Iteration 35Q: 3 clusters Score -3117516 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3117551.500000 Penalty: 11847.732422
	Iteration 36Q: 3 clusters Score -3117552 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3117574.250000 Penalty: 11847.732422
	Iteration 37Q: 3 clusters Score -3117574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3117581.250000 Penalty: 11847.732422
	Iteration 38Q: 3 clusters Score -3117581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3117609.250000 Penalty: 11847.732422
	Iteration 39Q: 3 clusters Score -3117609 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3117627.250000 Penalty: 11847.732422
	Iteration 40F: 3 clusters Score -3117627 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3117668.250000 Penalty: 11847.732422
	Iteration 41Q: 3 clusters Score -3117668 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3117702.000000 Penalty: 11847.732422
	Iteration 42Q: 3 clusters Score -3117702 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -3117740.250000 Penalty: 11847.732422
	Iteration 43Q: 3 clusters Score -3117740 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3117761.750000 Penalty: 11847.732422
	Iteration 44Q: 3 clusters Score -3117762 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3117803.250000 Penalty: 11847.732422
	Iteration 45Q: 3 clusters Score -3117803 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3117847.000000 Penalty: 11847.732422
	Iteration 46Q: 3 clusters Score -3117847 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3117863.750000 Penalty: 11847.732422
	Iteration 47Q: 3 clusters Score -3117864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3117905.000000 Penalty: 11847.732422
	Iteration 48Q: 3 clusters Score -3117905 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3117952.500000 Penalty: 11847.732422
	Iteration 49Q: 3 clusters Score -3117952 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3117978.500000 Penalty: 11847.732422
	Iteration 50Q: 3 clusters Score -3117978 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3118042.250000 Penalty: 11847.732422
	Iteration 51Q: 3 clusters Score -3118042 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3118084.250000 Penalty: 11847.732422
	Iteration 52Q: 3 clusters Score -3118084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3118140.250000 Penalty: 11847.732422
	Iteration 53Q: 3 clusters Score -3118140 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3118186.500000 Penalty: 11847.732422
	Iteration 54Q: 3 clusters Score -3118186 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3118227.250000 Penalty: 11847.732422
	Iteration 55Q: 3 clusters Score -3118227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3118266.250000 Penalty: 11847.732422
	Iteration 56Q: 3 clusters Score -3118266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3118297.250000 Penalty: 11847.732422
	Iteration 57Q: 3 clusters Score -3118297 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3118346.500000 Penalty: 11847.732422
	Iteration 58Q: 3 clusters Score -3118346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3118387.250000 Penalty: 11847.732422
	Iteration 59Q: 3 clusters Score -3118387 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3118430.750000 Penalty: 11847.732422
	Iteration 60F: 3 clusters Score -3118431 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3118490.250000 Penalty: 11847.732422
	Iteration 61Q: 3 clusters Score -3118490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3118531.500000 Penalty: 11847.732422
	Iteration 62Q: 3 clusters Score -3118532 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -3118573.000000 Penalty: 11847.732422
	Iteration 63Q: 3 clusters Score -3118573 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3118620.750000 Penalty: 11847.732422
	Iteration 64Q: 3 clusters Score -3118621 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -3118679.250000 Penalty: 11847.732422
	Iteration 65Q: 3 clusters Score -3118679 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3118728.750000 Penalty: 11847.732422
	Iteration 66Q: 3 clusters Score -3118729 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3118789.750000 Penalty: 11847.732422
	Iteration 67Q: 3 clusters Score -3118790 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3118839.250000 Penalty: 11847.732422
	Iteration 68Q: 3 clusters Score -3118839 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3118884.500000 Penalty: 11847.732422
	Iteration 69Q: 3 clusters Score -3118884 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3118938.750000 Penalty: 11847.732422
	Iteration 70Q: 3 clusters Score -3118939 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3118989.750000 Penalty: 11847.732422
	Iteration 71Q: 3 clusters Score -3118990 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3119027.750000 Penalty: 11847.732422
	Iteration 72Q: 3 clusters Score -3119028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3119059.500000 Penalty: 11847.732422
	Iteration 73Q: 3 clusters Score -3119060 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3119111.250000 Penalty: 11847.732422
	Iteration 74Q: 3 clusters Score -3119111 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3119148.750000 Penalty: 11847.732422
	Iteration 75Q: 3 clusters Score -3119149 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3119182.000000 Penalty: 11847.732422
	Iteration 76Q: 3 clusters Score -3119182 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3119224.750000 Penalty: 11847.732422
	Iteration 77Q: 3 clusters Score -3119225 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3119251.250000 Penalty: 11847.732422
	Iteration 78Q: 3 clusters Score -3119251 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3119288.000000 Penalty: 11847.732422
	Iteration 79Q: 3 clusters Score -3119288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3119323.500000 Penalty: 11847.732422
	Iteration 80F: 3 clusters Score -3119324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3119355.500000 Penalty: 11847.732422
	Iteration 81Q: 3 clusters Score -3119356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -3119370.500000 Penalty: 11847.732422
	Iteration 82Q: 3 clusters Score -3119370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3119386.000000 Penalty: 11847.732422
	Iteration 83Q: 3 clusters Score -3119386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3119406.000000 Penalty: 11847.732422
	Iteration 84Q: 3 clusters Score -3119406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3119421.750000 Penalty: 11847.732422
	Iteration 85Q: 3 clusters Score -3119422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3119433.750000 Penalty: 11847.732422
	Iteration 86Q: 3 clusters Score -3119434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3119458.000000 Penalty: 11847.732422
	Iteration 87Q: 3 clusters Score -3119458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3119472.000000 Penalty: 11847.732422
	Iteration 88Q: 3 clusters Score -3119472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3119487.500000 Penalty: 11847.732422
	Iteration 89Q: 3 clusters Score -3119488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3119496.500000 Penalty: 11847.732422
	Iteration 90Q: 3 clusters Score -3119496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3119507.500000 Penalty: 11847.732422
	Iteration 91Q: 3 clusters Score -3119508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3119510.500000 Penalty: 11847.732422
	Iteration 92Q: 3 clusters Score -3119510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3119519.750000 Penalty: 11847.732422
	Iteration 93Q: 3 clusters Score -3119520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3119538.000000 Penalty: 11847.732422
	Iteration 94Q: 3 clusters Score -3119538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3119543.750000 Penalty: 11847.732422
	Iteration 95Q: 3 clusters Score -3119544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3119554.000000 Penalty: 11847.732422
	Iteration 96Q: 3 clusters Score -3119554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3119565.000000 Penalty: 11847.732422
	Iteration 97Q: 3 clusters Score -3119565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3119579.250000 Penalty: 11847.732422
	Iteration 98Q: 3 clusters Score -3119579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3119592.750000 Penalty: 11847.732422
	Iteration 99Q: 3 clusters Score -3119593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3119605.000000 Penalty: 11847.732422
	Iteration 100F: 3 clusters Score -3119605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3119614.000000 Penalty: 11847.732422
	Iteration 101Q: 3 clusters Score -3119614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3119625.500000 Penalty: 11847.732422
	Iteration 102Q: 3 clusters Score -3119626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3119621.750000 Penalty: 11847.732422
	Iteration 103Q: 3 clusters Score -3119622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3119630.750000 Penalty: 11847.732422
	Iteration 104Q: 3 clusters Score -3119631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3119636.500000 Penalty: 11847.732422
	Iteration 105Q: 3 clusters Score -3119636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3119646.000000 Penalty: 11847.732422
	Iteration 106Q: 3 clusters Score -3119646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3119643.000000 Penalty: 11847.732422
	Iteration 107Q: 3 clusters Score -3119643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3119655.500000 Penalty: 11847.732422
	Iteration 108Q: 3 clusters Score -3119656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3119655.750000 Penalty: 11847.732422
	Iteration 109Q: 3 clusters Score -3119656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3119656.250000 Penalty: 11847.732422
	Iteration 110Q: 3 clusters Score -3119656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3119667.250000 Penalty: 11847.732422
	Iteration 111Q: 3 clusters Score -3119667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3119669.750000 Penalty: 11847.732422
	Iteration 112Q: 3 clusters Score -3119670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3119679.250000 Penalty: 11847.732422
	Iteration 113Q: 3 clusters Score -3119679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3119683.250000 Penalty: 11847.732422
	Iteration 114Q: 3 clusters Score -3119683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3119691.750000 Penalty: 11847.732422
	Iteration 115Q: 3 clusters Score -3119692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3119693.750000 Penalty: 11847.732422
	Iteration 116Q: 3 clusters Score -3119694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3119706.000000 Penalty: 11847.732422
	Iteration 117Q: 3 clusters Score -3119706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -3119715.750000 Penalty: 11847.732422
	Iteration 118Q: 3 clusters Score -3119716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3119720.000000 Penalty: 11847.732422
	Iteration 119Q: 3 clusters Score -3119720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3119742.250000 Penalty: 11847.732422
	Iteration 120F: 3 clusters Score -3119742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3119758.000000 Penalty: 11847.732422
	Iteration 121Q: 3 clusters Score -3119758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3119773.000000 Penalty: 11847.732422
	Iteration 122Q: 3 clusters Score -3119773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3119789.750000 Penalty: 11847.732422
	Iteration 123Q: 3 clusters Score -3119790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3119801.000000 Penalty: 11847.732422
	Iteration 124Q: 3 clusters Score -3119801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3119805.500000 Penalty: 11847.732422
	Iteration 125Q: 3 clusters Score -3119806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3119815.250000 Penalty: 11847.732422
	Iteration 126Q: 3 clusters Score -3119815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3119825.000000 Penalty: 11847.732422
	Iteration 127Q: 3 clusters Score -3119825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3119834.000000 Penalty: 11847.732422
	Iteration 128Q: 3 clusters Score -3119834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3119846.000000 Penalty: 11847.732422
	Iteration 129Q: 3 clusters Score -3119846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3119847.250000 Penalty: 11847.732422
	Iteration 130Q: 3 clusters Score -3119847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3119860.500000 Penalty: 11847.732422
	Iteration 131Q: 3 clusters Score -3119860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3119871.750000 Penalty: 11847.732422
	Iteration 132Q: 3 clusters Score -3119872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3119880.750000 Penalty: 11847.732422
	Iteration 133Q: 3 clusters Score -3119881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3119884.500000 Penalty: 11847.732422
	Iteration 134Q: 3 clusters Score -3119884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3119898.000000 Penalty: 11847.732422
	Iteration 135Q: 3 clusters Score -3119898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3119911.250000 Penalty: 11847.732422
	Iteration 136Q: 3 clusters Score -3119911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3119917.250000 Penalty: 11847.732422
	Iteration 137Q: 3 clusters Score -3119917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3119918.500000 Penalty: 11847.732422
	Iteration 138Q: 3 clusters Score -3119918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3119923.500000 Penalty: 11847.732422
	Iteration 139Q: 3 clusters Score -3119924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3119929.000000 Penalty: 11847.732422
	Iteration 140F: 3 clusters Score -3119929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3119934.250000 Penalty: 11847.732422
	Iteration 141Q: 3 clusters Score -3119934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3119943.000000 Penalty: 11847.732422
	Iteration 142Q: 3 clusters Score -3119943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3119950.000000 Penalty: 11847.732422
	Iteration 143Q: 3 clusters Score -3119950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3119957.000000 Penalty: 11847.732422
	Iteration 144Q: 3 clusters Score -3119957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3119962.750000 Penalty: 11847.732422
	Iteration 145Q: 3 clusters Score -3119963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3119967.250000 Penalty: 11847.732422
	Iteration 146Q: 3 clusters Score -3119967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3119978.000000 Penalty: 11847.732422
	Iteration 147Q: 3 clusters Score -3119978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3119972.000000 Penalty: 11847.732422
	Iteration 148Q: 3 clusters Score -3119972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3119977.500000 Penalty: 11847.732422
	Iteration 149Q: 3 clusters Score -3119978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3119983.250000 Penalty: 11847.732422
	Iteration 150Q: 3 clusters Score -3119983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3119993.000000 Penalty: 11847.732422
	Iteration 151Q: 3 clusters Score -3119993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3120005.750000 Penalty: 11847.732422
	Iteration 152Q: 3 clusters Score -3120006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3120015.000000 Penalty: 11847.732422
	Iteration 153Q: 3 clusters Score -3120015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3120027.000000 Penalty: 11847.732422
	Iteration 154Q: 3 clusters Score -3120027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3120035.250000 Penalty: 11847.732422
	Iteration 155Q: 3 clusters Score -3120035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3120044.000000 Penalty: 11847.732422
	Iteration 156Q: 3 clusters Score -3120044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3120043.750000 Penalty: 11847.732422
	Iteration 157Q: 3 clusters Score -3120044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3120048.500000 Penalty: 11847.732422
	Iteration 158Q: 3 clusters Score -3120048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3120053.000000 Penalty: 11847.732422
	Iteration 159Q: 3 clusters Score -3120053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3120064.250000 Penalty: 11847.732422
	Iteration 160F: 3 clusters Score -3120064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3120069.750000 Penalty: 11847.732422
	Iteration 161Q: 3 clusters Score -3120070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3120073.500000 Penalty: 11847.732422
	Iteration 162Q: 3 clusters Score -3120074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3120078.750000 Penalty: 11847.732422
	Iteration 163Q: 3 clusters Score -3120079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3120072.750000 Penalty: 11847.732422
	Iteration 164Q: 3 clusters Score -3120073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3120077.500000 Penalty: 11847.732422
	Iteration 165Q: 3 clusters Score -3120078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3120085.000000 Penalty: 11847.732422
	Iteration 166Q: 3 clusters Score -3120085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3120087.250000 Penalty: 11847.732422
	Iteration 167Q: 3 clusters Score -3120087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3120084.000000 Penalty: 11847.732422
	Iteration 168Q: 3 clusters Score -3120084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3120081.000000 Penalty: 11847.732422
	Iteration 169Q: 3 clusters Score -3120081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3120090.750000 Penalty: 11847.732422
	Iteration 170Q: 3 clusters Score -3120091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3120098.750000 Penalty: 11847.732422
	Iteration 171Q: 3 clusters Score -3120099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3120096.750000 Penalty: 11847.732422
	Iteration 172Q: 3 clusters Score -3120097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3120100.750000 Penalty: 11847.732422
	Iteration 173Q: 3 clusters Score -3120101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3120103.500000 Penalty: 11847.732422
	Iteration 174Q: 3 clusters Score -3120104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3120102.250000 Penalty: 11847.732422
	Iteration 175Q: 3 clusters Score -3120102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3120109.250000 Penalty: 11847.732422
	Iteration 176Q: 3 clusters Score -3120109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3120101.500000 Penalty: 11847.732422
	Iteration 177Q: 3 clusters Score -3120102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3120106.500000 Penalty: 11847.732422
	Iteration 178Q: 3 clusters Score -3120106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3120106.500000 Penalty: 11847.732422
	Iteration 179F: 3 clusters Score -3120106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Entering Unmasked Estep 
Score: -2395966.750000 Penalty: 5756.364746
	Iteration 0F: 2 clusters Score -2395967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2384496.000000 Penalty: 11512.729492
	Iteration 0F: 3 clusters Score -2384496 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2386977.750000 Penalty: 11512.729492
	Iteration 1F: 3 clusters Score -2386978 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2387453.500000 Penalty: 11512.729492
	Iteration 2F: 3 clusters Score -2387454 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2387771.500000 Penalty: 11512.729492
	Iteration 3F: 3 clusters Score -2387772 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2387962.000000 Penalty: 11512.729492
	Iteration 4Q: 3 clusters Score -2387962 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2388100.500000 Penalty: 11512.729492
	Iteration 5Q: 3 clusters Score -2388100 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2388214.250000 Penalty: 11512.729492
	Iteration 6Q: 3 clusters Score -2388214 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2388316.250000 Penalty: 11512.729492
	Iteration 7Q: 3 clusters Score -2388316 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2388412.500000 Penalty: 11512.729492
	Iteration 8Q: 3 clusters Score -2388412 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2388495.500000 Penalty: 11512.729492
	Iteration 9Q: 3 clusters Score -2388496 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2388555.250000 Penalty: 11512.729492
	Iteration 10Q: 3 clusters Score -2388555 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2388621.750000 Penalty: 11512.729492
	Iteration 11Q: 3 clusters Score -2388622 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2388676.500000 Penalty: 11512.729492
	Iteration 12Q: 3 clusters Score -2388676 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2388736.000000 Penalty: 11512.729492
	Iteration 13Q: 3 clusters Score -2388736 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2388793.750000 Penalty: 11512.729492
	Iteration 14Q: 3 clusters Score -2388794 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2388858.000000 Penalty: 11512.729492
	Iteration 15Q: 3 clusters Score -2388858 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2388936.000000 Penalty: 11512.729492
	Iteration 16Q: 3 clusters Score -2388936 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2389004.500000 Penalty: 11512.729492
	Iteration 17Q: 3 clusters Score -2389004 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2389099.250000 Penalty: 11512.729492
	Iteration 18Q: 3 clusters Score -2389099 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2389178.000000 Penalty: 11512.729492
	Iteration 19Q: 3 clusters Score -2389178 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2389266.250000 Penalty: 11512.729492
	Iteration 20F: 3 clusters Score -2389266 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2389330.750000 Penalty: 11512.729492
	Iteration 21Q: 3 clusters Score -2389331 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2389398.000000 Penalty: 11512.729492
	Iteration 22Q: 3 clusters Score -2389398 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2389461.500000 Penalty: 11512.729492
	Iteration 23Q: 3 clusters Score -2389462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2389540.000000 Penalty: 11512.729492
	Iteration 24Q: 3 clusters Score -2389540 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2389608.500000 Penalty: 11512.729492
	Iteration 25Q: 3 clusters Score -2389608 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2389670.750000 Penalty: 11512.729492
	Iteration 26Q: 3 clusters Score -2389671 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2389753.500000 Penalty: 11512.729492
	Iteration 27Q: 3 clusters Score -2389754 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2389803.750000 Penalty: 11512.729492
	Iteration 28Q: 3 clusters Score -2389804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2389860.750000 Penalty: 11512.729492
	Iteration 29Q: 3 clusters Score -2389861 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2389908.000000 Penalty: 11512.729492
	Iteration 30Q: 3 clusters Score -2389908 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2389964.500000 Penalty: 11512.729492
	Iteration 31Q: 3 clusters Score -2389964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2390009.750000 Penalty: 11512.729492
	Iteration 32Q: 3 clusters Score -2390010 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2390074.750000 Penalty: 11512.729492
	Iteration 33Q: 3 clusters Score -2390075 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2390123.000000 Penalty: 11512.729492
	Iteration 34Q: 3 clusters Score -2390123 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2390172.250000 Penalty: 11512.729492
	Iteration 35Q: 3 clusters Score -2390172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2390224.000000 Penalty: 11512.729492
	Iteration 36Q: 3 clusters Score -2390224 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2390267.500000 Penalty: 11512.729492
	Iteration 37Q: 3 clusters Score -2390268 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2390315.250000 Penalty: 11512.729492
	Iteration 38Q: 3 clusters Score -2390315 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2390359.000000 Penalty: 11512.729492
	Iteration 39Q: 3 clusters Score -2390359 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2390417.500000 Penalty: 11512.729492
	Iteration 40F: 3 clusters Score -2390418 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2390481.750000 Penalty: 11512.729492
	Iteration 41Q: 3 clusters Score -2390482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2390524.500000 Penalty: 11512.729492
	Iteration 42Q: 3 clusters Score -2390524 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2390579.250000 Penalty: 11512.729492
	Iteration 43Q: 3 clusters Score -2390579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2390637.250000 Penalty: 11512.729492
	Iteration 44Q: 3 clusters Score -2390637 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2390683.750000 Penalty: 11512.729492
	Iteration 45Q: 3 clusters Score -2390684 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2390745.750000 Penalty: 11512.729492
	Iteration 46Q: 3 clusters Score -2390746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2390784.250000 Penalty: 11512.729492
	Iteration 47Q: 3 clusters Score -2390784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2390825.000000 Penalty: 11512.729492
	Iteration 48Q: 3 clusters Score -2390825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2390854.000000 Penalty: 11512.729492
	Iteration 49Q: 3 clusters Score -2390854 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2390899.750000 Penalty: 11512.729492
	Iteration 50Q: 3 clusters Score -2390900 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2390962.250000 Penalty: 11512.729492
	Iteration 51Q: 3 clusters Score -2390962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2391012.500000 Penalty: 11512.729492
	Iteration 52Q: 3 clusters Score -2391012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2391045.000000 Penalty: 11512.729492
	Iteration 53Q: 3 clusters Score -2391045 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2391083.250000 Penalty: 11512.729492
	Iteration 54Q: 3 clusters Score -2391083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2391109.750000 Penalty: 11512.729492
	Iteration 55Q: 3 clusters Score -2391110 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2391147.000000 Penalty: 11512.729492
	Iteration 56Q: 3 clusters Score -2391147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2391169.500000 Penalty: 11512.729492
	Iteration 57Q: 3 clusters Score -2391170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2391186.250000 Penalty: 11512.729492
	Iteration 58Q: 3 clusters Score -2391186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2391202.000000 Penalty: 11512.729492
	Iteration 59Q: 3 clusters Score -2391202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2391216.250000 Penalty: 11512.729492
	Iteration 60F: 3 clusters Score -2391216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2391236.750000 Penalty: 11512.729492
	Iteration 61Q: 3 clusters Score -2391237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2391253.500000 Penalty: 11512.729492
	Iteration 62Q: 3 clusters Score -2391254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2391255.500000 Penalty: 11512.729492
	Iteration 63Q: 3 clusters Score -2391256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2391268.000000 Penalty: 11512.729492
	Iteration 64Q: 3 clusters Score -2391268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2391279.000000 Penalty: 11512.729492
	Iteration 65Q: 3 clusters Score -2391279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2391284.500000 Penalty: 11512.729492
	Iteration 66Q: 3 clusters Score -2391284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2391303.000000 Penalty: 11512.729492
	Iteration 67Q: 3 clusters Score -2391303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2391301.500000 Penalty: 11512.729492
	Iteration 68Q: 3 clusters Score -2391302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2391309.750000 Penalty: 11512.729492
	Iteration 69Q: 3 clusters Score -2391310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2391324.500000 Penalty: 11512.729492
	Iteration 70Q: 3 clusters Score -2391324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2391331.750000 Penalty: 11512.729492
	Iteration 71Q: 3 clusters Score -2391332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2391333.750000 Penalty: 11512.729492
	Iteration 72Q: 3 clusters Score -2391334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2391347.500000 Penalty: 11512.729492
	Iteration 73Q: 3 clusters Score -2391348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2391346.000000 Penalty: 11512.729492
	Iteration 74Q: 3 clusters Score -2391346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2391351.000000 Penalty: 11512.729492
	Iteration 75Q: 3 clusters Score -2391351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2391353.500000 Penalty: 11512.729492
	Iteration 76Q: 3 clusters Score -2391354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2391362.000000 Penalty: 11512.729492
	Iteration 77Q: 3 clusters Score -2391362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2391362.750000 Penalty: 11512.729492
	Iteration 78Q: 3 clusters Score -2391363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2391368.250000 Penalty: 11512.729492
	Iteration 79Q: 3 clusters Score -2391368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2391377.750000 Penalty: 11512.729492
	Iteration 80F: 3 clusters Score -2391378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2391380.500000 Penalty: 11512.729492
	Iteration 81Q: 3 clusters Score -2391380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2391384.000000 Penalty: 11512.729492
	Iteration 82Q: 3 clusters Score -2391384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2391381.750000 Penalty: 11512.729492
	Iteration 83Q: 3 clusters Score -2391382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2391384.500000 Penalty: 11512.729492
	Iteration 84Q: 3 clusters Score -2391384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2391389.000000 Penalty: 11512.729492
	Iteration 85Q: 3 clusters Score -2391389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2391388.750000 Penalty: 11512.729492
	Iteration 86Q: 3 clusters Score -2391389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2391392.500000 Penalty: 11512.729492
	Iteration 87Q: 3 clusters Score -2391392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2391394.000000 Penalty: 11512.729492
	Iteration 88Q: 3 clusters Score -2391394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2391394.750000 Penalty: 11512.729492
	Iteration 89Q: 3 clusters Score -2391395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2391397.250000 Penalty: 11512.729492
	Iteration 90Q: 3 clusters Score -2391397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2391395.500000 Penalty: 11512.729492
	Iteration 91Q: 3 clusters Score -2391396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2391395.500000 Penalty: 11512.729492
	Iteration 92F: 3 clusters Score -2391396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Entering Unmasked Estep 
Score: -1775269.250000 Penalty: 5580.734863
	Iteration 0F: 2 clusters Score -1775269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1765650.250000 Penalty: 11161.469727
	Iteration 0F: 3 clusters Score -1765650 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1767630.375000 Penalty: 11161.469727
	Iteration 1F: 3 clusters Score -1767630 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1768082.750000 Penalty: 11161.469727
	Iteration 2F: 3 clusters Score -1768083 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1768341.875000 Penalty: 11161.469727
	Iteration 3Q: 3 clusters Score -1768342 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1768518.625000 Penalty: 11161.469727
	Iteration 4Q: 3 clusters Score -1768519 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1768649.625000 Penalty: 11161.469727
	Iteration 5Q: 3 clusters Score -1768650 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1768759.375000 Penalty: 11161.469727
	Iteration 6Q: 3 clusters Score -1768759 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1768855.125000 Penalty: 11161.469727
	Iteration 7Q: 3 clusters Score -1768855 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1768975.000000 Penalty: 11161.469727
	Iteration 8Q: 3 clusters Score -1768975 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1769078.750000 Penalty: 11161.469727
	Iteration 9Q: 3 clusters Score -1769079 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1769192.625000 Penalty: 11161.469727
	Iteration 10Q: 3 clusters Score -1769193 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1769303.875000 Penalty: 11161.469727
	Iteration 11Q: 3 clusters Score -1769304 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1769444.250000 Penalty: 11161.469727
	Iteration 12Q: 3 clusters Score -1769444 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1769586.125000 Penalty: 11161.469727
	Iteration 13Q: 3 clusters Score -1769586 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1769743.125000 Penalty: 11161.469727
	Iteration 14Q: 3 clusters Score -1769743 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1769911.625000 Penalty: 11161.469727
	Iteration 15Q: 3 clusters Score -1769912 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1770083.750000 Penalty: 11161.469727
	Iteration 16Q: 3 clusters Score -1770084 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1770237.500000 Penalty: 11161.469727
	Iteration 17Q: 3 clusters Score -1770238 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1770406.750000 Penalty: 11161.469727
	Iteration 18Q: 3 clusters Score -1770407 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1770548.125000 Penalty: 11161.469727
	Iteration 19Q: 3 clusters Score -1770548 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1770689.625000 Penalty: 11161.469727
	Iteration 20F: 3 clusters Score -1770690 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1770824.250000 Penalty: 11161.469727
	Iteration 21Q: 3 clusters Score -1770824 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1770936.625000 Penalty: 11161.469727
	Iteration 22Q: 3 clusters Score -1770937 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1771031.500000 Penalty: 11161.469727
	Iteration 23Q: 3 clusters Score -1771032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1771115.375000 Penalty: 11161.469727
	Iteration 24Q: 3 clusters Score -1771115 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1771181.500000 Penalty: 11161.469727
	Iteration 25Q: 3 clusters Score -1771182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1771234.000000 Penalty: 11161.469727
	Iteration 26Q: 3 clusters Score -1771234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1771294.375000 Penalty: 11161.469727
	Iteration 27Q: 3 clusters Score -1771294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1771343.625000 Penalty: 11161.469727
	Iteration 28Q: 3 clusters Score -1771344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1771396.375000 Penalty: 11161.469727
	Iteration 29Q: 3 clusters Score -1771396 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1771433.125000 Penalty: 11161.469727
	Iteration 30Q: 3 clusters Score -1771433 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1771465.625000 Penalty: 11161.469727
	Iteration 31Q: 3 clusters Score -1771466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1771486.875000 Penalty: 11161.469727
	Iteration 32Q: 3 clusters Score -1771487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1771496.750000 Penalty: 11161.469727
	Iteration 33Q: 3 clusters Score -1771497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1771511.000000 Penalty: 11161.469727
	Iteration 34Q: 3 clusters Score -1771511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1771525.375000 Penalty: 11161.469727
	Iteration 35Q: 3 clusters Score -1771525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1771534.375000 Penalty: 11161.469727
	Iteration 36Q: 3 clusters Score -1771534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1771536.875000 Penalty: 11161.469727
	Iteration 37Q: 3 clusters Score -1771537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1771546.375000 Penalty: 11161.469727
	Iteration 38Q: 3 clusters Score -1771546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1771548.375000 Penalty: 11161.469727
	Iteration 39Q: 3 clusters Score -1771548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1771551.000000 Penalty: 11161.469727
	Iteration 40F: 3 clusters Score -1771551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1771547.250000 Penalty: 11161.469727
	Iteration 41Q: 3 clusters Score -1771547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1771557.125000 Penalty: 11161.469727
	Iteration 42Q: 3 clusters Score -1771557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1771557.125000 Penalty: 11161.469727
	Iteration 43Q: 3 clusters Score -1771557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1771559.375000 Penalty: 11161.469727
	Iteration 44Q: 3 clusters Score -1771559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1771560.625000 Penalty: 11161.469727
	Iteration 45Q: 3 clusters Score -1771561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1771563.750000 Penalty: 11161.469727
	Iteration 46Q: 3 clusters Score -1771564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1771565.000000 Penalty: 11161.469727
	Iteration 47Q: 3 clusters Score -1771565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1771570.750000 Penalty: 11161.469727
	Iteration 48Q: 3 clusters Score -1771571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1771571.875000 Penalty: 11161.469727
	Iteration 49Q: 3 clusters Score -1771572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1771572.500000 Penalty: 11161.469727
	Iteration 50Q: 3 clusters Score -1771572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1771575.250000 Penalty: 11161.469727
	Iteration 51Q: 3 clusters Score -1771575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1771580.375000 Penalty: 11161.469727
	Iteration 52Q: 3 clusters Score -1771580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1771581.500000 Penalty: 11161.469727
	Iteration 53Q: 3 clusters Score -1771582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1771584.750000 Penalty: 11161.469727
	Iteration 54Q: 3 clusters Score -1771585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1771582.125000 Penalty: 11161.469727
	Iteration 55Q: 3 clusters Score -1771582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1771588.125000 Penalty: 11161.469727
	Iteration 56Q: 3 clusters Score -1771588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1771587.625000 Penalty: 11161.469727
	Iteration 57Q: 3 clusters Score -1771588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1771587.875000 Penalty: 11161.469727
	Iteration 58Q: 3 clusters Score -1771588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1771586.625000 Penalty: 11161.469727
	Iteration 59Q: 3 clusters Score -1771587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1771589.125000 Penalty: 11161.469727
	Iteration 60F: 3 clusters Score -1771589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1771592.500000 Penalty: 11161.469727
	Iteration 61Q: 3 clusters Score -1771592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1771590.875000 Penalty: 11161.469727
	Iteration 62Q: 3 clusters Score -1771591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1771592.375000 Penalty: 11161.469727
	Iteration 63Q: 3 clusters Score -1771592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1771591.125000 Penalty: 11161.469727
	Iteration 64Q: 3 clusters Score -1771591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1771591.125000 Penalty: 11161.469727
	Iteration 65F: 3 clusters Score -1771591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Entering Unmasked Estep 
Score: -1545830.875000 Penalty: 5469.279297
	Iteration 0F: 2 clusters Score -1545831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1537150.375000 Penalty: 10938.558594
	Iteration 0F: 3 clusters Score -1537150 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1538804.750000 Penalty: 10938.558594
	Iteration 1F: 3 clusters Score -1538805 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1539224.500000 Penalty: 10938.558594
	Iteration 2F: 3 clusters Score -1539224 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1539472.375000 Penalty: 10938.558594
	Iteration 3Q: 3 clusters Score -1539472 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1539651.625000 Penalty: 10938.558594
	Iteration 4Q: 3 clusters Score -1539652 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1539787.625000 Penalty: 10938.558594
	Iteration 5Q: 3 clusters Score -1539788 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1539909.375000 Penalty: 10938.558594
	Iteration 6Q: 3 clusters Score -1539909 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1540008.375000 Penalty: 10938.558594
	Iteration 7Q: 3 clusters Score -1540008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1540107.250000 Penalty: 10938.558594
	Iteration 8Q: 3 clusters Score -1540107 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1540203.875000 Penalty: 10938.558594
	Iteration 9Q: 3 clusters Score -1540204 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1540303.250000 Penalty: 10938.558594
	Iteration 10Q: 3 clusters Score -1540303 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1540399.625000 Penalty: 10938.558594
	Iteration 11Q: 3 clusters Score -1540400 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1540498.625000 Penalty: 10938.558594
	Iteration 12Q: 3 clusters Score -1540499 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1540579.000000 Penalty: 10938.558594
	Iteration 13Q: 3 clusters Score -1540579 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1540659.250000 Penalty: 10938.558594
	Iteration 14Q: 3 clusters Score -1540659 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1540744.875000 Penalty: 10938.558594
	Iteration 15Q: 3 clusters Score -1540745 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1540823.000000 Penalty: 10938.558594
	Iteration 16Q: 3 clusters Score -1540823 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1540894.500000 Penalty: 10938.558594
	Iteration 17Q: 3 clusters Score -1540894 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1540976.000000 Penalty: 10938.558594
	Iteration 18Q: 3 clusters Score -1540976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1541054.875000 Penalty: 10938.558594
	Iteration 19Q: 3 clusters Score -1541055 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1541129.875000 Penalty: 10938.558594
	Iteration 20F: 3 clusters Score -1541130 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1541185.625000 Penalty: 10938.558594
	Iteration 21Q: 3 clusters Score -1541186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1541250.875000 Penalty: 10938.558594
	Iteration 22Q: 3 clusters Score -1541251 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1541301.500000 Penalty: 10938.558594
	Iteration 23Q: 3 clusters Score -1541302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1541346.875000 Penalty: 10938.558594
	Iteration 24Q: 3 clusters Score -1541347 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1541385.125000 Penalty: 10938.558594
	Iteration 25Q: 3 clusters Score -1541385 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1541409.625000 Penalty: 10938.558594
	Iteration 26Q: 3 clusters Score -1541410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1541430.125000 Penalty: 10938.558594
	Iteration 27Q: 3 clusters Score -1541430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1541444.625000 Penalty: 10938.558594
	Iteration 28Q: 3 clusters Score -1541445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1541464.250000 Penalty: 10938.558594
	Iteration 29Q: 3 clusters Score -1541464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1541475.750000 Penalty: 10938.558594
	Iteration 30Q: 3 clusters Score -1541476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1541481.875000 Penalty: 10938.558594
	Iteration 31Q: 3 clusters Score -1541482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1541489.750000 Penalty: 10938.558594
	Iteration 32Q: 3 clusters Score -1541490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1541496.000000 Penalty: 10938.558594
	Iteration 33Q: 3 clusters Score -1541496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1541498.875000 Penalty: 10938.558594
	Iteration 34Q: 3 clusters Score -1541499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1541502.625000 Penalty: 10938.558594
	Iteration 35Q: 3 clusters Score -1541503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1541504.250000 Penalty: 10938.558594
	Iteration 36Q: 3 clusters Score -1541504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1541503.750000 Penalty: 10938.558594
	Iteration 37Q: 3 clusters Score -1541504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1541511.375000 Penalty: 10938.558594
	Iteration 38Q: 3 clusters Score -1541511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1541517.125000 Penalty: 10938.558594
	Iteration 39Q: 3 clusters Score -1541517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1541519.125000 Penalty: 10938.558594
	Iteration 40F: 3 clusters Score -1541519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1541524.500000 Penalty: 10938.558594
	Iteration 41Q: 3 clusters Score -1541524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1541521.750000 Penalty: 10938.558594
	Iteration 42Q: 3 clusters Score -1541522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1541527.125000 Penalty: 10938.558594
	Iteration 43Q: 3 clusters Score -1541527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1541529.625000 Penalty: 10938.558594
	Iteration 44Q: 3 clusters Score -1541530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1541530.500000 Penalty: 10938.558594
	Iteration 45Q: 3 clusters Score -1541530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1541531.500000 Penalty: 10938.558594
	Iteration 46Q: 3 clusters Score -1541532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1541534.250000 Penalty: 10938.558594
	Iteration 47Q: 3 clusters Score -1541534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1541533.250000 Penalty: 10938.558594
	Iteration 48Q: 3 clusters Score -1541533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1541532.875000 Penalty: 10938.558594
	Iteration 49Q: 3 clusters Score -1541533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1541532.500000 Penalty: 10938.558594
	Iteration 50Q: 3 clusters Score -1541532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1541535.125000 Penalty: 10938.558594
	Iteration 51Q: 3 clusters Score -1541535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1541537.375000 Penalty: 10938.558594
	Iteration 52Q: 3 clusters Score -1541537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1541541.375000 Penalty: 10938.558594
	Iteration 53Q: 3 clusters Score -1541541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1541540.000000 Penalty: 10938.558594
	Iteration 54Q: 3 clusters Score -1541540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1541540.000000 Penalty: 10938.558594
	Iteration 55F: 3 clusters Score -1541540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (87900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Entering Unmasked Estep 
Score: -18064504.000000 Penalty: 6972.672363
	Iteration 0F: 2 clusters Score -1.80645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -18004876.000000 Penalty: 13945.344727
	Iteration 0F: 3 clusters Score -1.800488e+07 nChanged 39603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -18026314.000000 Penalty: 13945.344727
	Iteration 1F: 3 clusters Score -1.802631e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -18027306.000000 Penalty: 13945.344727
	Iteration 2Q: 3 clusters Score -1.802731e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -18028116.000000 Penalty: 13945.344727
	Iteration 3Q: 3 clusters Score -1.802812e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -18028826.000000 Penalty: 13945.344727
	Iteration 4Q: 3 clusters Score -1.802883e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -18029552.000000 Penalty: 13945.344727
	Iteration 5Q: 3 clusters Score -1.802955e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -18030080.000000 Penalty: 13945.344727
	Iteration 6Q: 3 clusters Score -1.803008e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -18030784.000000 Penalty: 13945.344727
	Iteration 7Q: 3 clusters Score -1.803078e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -18031632.000000 Penalty: 13945.344727
	Iteration 8Q: 3 clusters Score -1.803163e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -18032642.000000 Penalty: 13945.344727
	Iteration 9Q: 3 clusters Score -1.803264e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -18033718.000000 Penalty: 13945.344727
	Iteration 10Q: 3 clusters Score -1.803372e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -18035050.000000 Penalty: 13945.344727
	Iteration 11Q: 3 clusters Score -1.803505e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -18036910.000000 Penalty: 13945.344727
	Iteration 12Q: 3 clusters Score -1.803691e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -18039240.000000 Penalty: 13945.344727
	Iteration 13Q: 3 clusters Score -1.803924e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -18041854.000000 Penalty: 13945.344727
	Iteration 14Q: 3 clusters Score -1.804185e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -18044354.000000 Penalty: 13945.344727
	Iteration 15Q: 3 clusters Score -1.804435e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -18046580.000000 Penalty: 13945.344727
	Iteration 16Q: 3 clusters Score -1.804658e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -18048222.000000 Penalty: 13945.344727
	Iteration 17Q: 3 clusters Score -1.804822e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -18049558.000000 Penalty: 13945.344727
	Iteration 18Q: 3 clusters Score -1.804956e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -18050620.000000 Penalty: 13945.344727
	Iteration 19Q: 3 clusters Score -1.805062e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -18051606.000000 Penalty: 13945.344727
	Iteration 20F: 3 clusters Score -1.805161e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -18052680.000000 Penalty: 13945.344727
	Iteration 21Q: 3 clusters Score -1.805268e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -18053610.000000 Penalty: 13945.344727
	Iteration 22Q: 3 clusters Score -1.805361e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -18054620.000000 Penalty: 13945.344727
	Iteration 23Q: 3 clusters Score -1.805462e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -18055496.000000 Penalty: 13945.344727
	Iteration 24Q: 3 clusters Score -1.80555e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -18056284.000000 Penalty: 13945.344727
	Iteration 25Q: 3 clusters Score -1.805628e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -18056924.000000 Penalty: 13945.344727
	Iteration 26Q: 3 clusters Score -1.805692e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -18057366.000000 Penalty: 13945.344727
	Iteration 27Q: 3 clusters Score -1.805737e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -18057678.000000 Penalty: 13945.344727
	Iteration 28Q: 3 clusters Score -1.805768e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -18057960.000000 Penalty: 13945.344727
	Iteration 29Q: 3 clusters Score -1.805796e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -18058154.000000 Penalty: 13945.344727
	Iteration 30Q: 3 clusters Score -1.805815e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86445 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18058288.000000 Penalty: 13945.344727
	Iteration 31Q: 3 clusters Score -1.805829e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -18058320.000000 Penalty: 13945.344727
	Iteration 32Q: 3 clusters Score -1.805832e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -18058342.000000 Penalty: 13945.344727
	Iteration 33Q: 3 clusters Score -1.805834e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -18058372.000000 Penalty: 13945.344727
	Iteration 34Q: 3 clusters Score -1.805837e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -18058452.000000 Penalty: 13945.344727
	Iteration 35Q: 3 clusters Score -1.805845e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -18058488.000000 Penalty: 13945.344727
	Iteration 36Q: 3 clusters Score -1.805849e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -18058506.000000 Penalty: 13945.344727
	Iteration 37Q: 3 clusters Score -1.805851e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -18058530.000000 Penalty: 13945.344727
	Iteration 38Q: 3 clusters Score -1.805853e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18058578.000000 Penalty: 13945.344727
	Iteration 39Q: 3 clusters Score -1.805858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -18058594.000000 Penalty: 13945.344727
	Iteration 40F: 3 clusters Score -1.805859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -18058600.000000 Penalty: 13945.344727
	Iteration 41Q: 3 clusters Score -1.80586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -18058606.000000 Penalty: 13945.344727
	Iteration 42Q: 3 clusters Score -1.805861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -18058598.000000 Penalty: 13945.344727
	Iteration 43Q: 3 clusters Score -1.80586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -18058598.000000 Penalty: 13945.344727
	Iteration 44Q: 3 clusters Score -1.80586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -18058614.000000 Penalty: 13945.344727
	Iteration 45Q: 3 clusters Score -1.805861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -18058642.000000 Penalty: 13945.344727
	Iteration 46Q: 3 clusters Score -1.805864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86898 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -18058628.000000 Penalty: 13945.344727
	Iteration 47Q: 3 clusters Score -1.805863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86904 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -18058616.000000 Penalty: 13945.344727
	Iteration 48Q: 3 clusters Score -1.805862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -18058628.000000 Penalty: 13945.344727
	Iteration 49Q: 3 clusters Score -1.805863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -18058640.000000 Penalty: 13945.344727
	Iteration 50Q: 3 clusters Score -1.805864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -18058636.000000 Penalty: 13945.344727
	Iteration 51Q: 3 clusters Score -1.805864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -18058642.000000 Penalty: 13945.344727
	Iteration 52Q: 3 clusters Score -1.805864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -18058644.000000 Penalty: 13945.344727
	Iteration 53Q: 3 clusters Score -1.805864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -18058644.000000 Penalty: 13945.344727
	Iteration 54Q: 3 clusters Score -1.805864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -18058642.000000 Penalty: 13945.344727
	Iteration 55Q: 3 clusters Score -1.805864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -18058644.000000 Penalty: 13945.344727
	Iteration 56Q: 3 clusters Score -1.805864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18058652.000000 Penalty: 13945.344727
	Iteration 57Q: 3 clusters Score -1.805865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -18058654.000000 Penalty: 13945.344727
	Iteration 58Q: 3 clusters Score -1.805865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -18058652.000000 Penalty: 13945.344727
	Iteration 59Q: 3 clusters Score -1.805865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -18058652.000000 Penalty: 13945.344727
	Iteration 60F: 3 clusters Score -1.805865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Entering Unmasked Estep 
Score: -2406875.250000 Penalty: 5761.973633
	Iteration 0F: 2 clusters Score -2406875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2395367.750000 Penalty: 11523.947266
	Iteration 0F: 3 clusters Score -2395368 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2397939.500000 Penalty: 11523.947266
	Iteration 1F: 3 clusters Score -2397940 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2398460.750000 Penalty: 11523.947266
	Iteration 2F: 3 clusters Score -2398461 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2398832.500000 Penalty: 11523.947266
	Iteration 3Q: 3 clusters Score -2398832 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2399148.250000 Penalty: 11523.947266
	Iteration 4Q: 3 clusters Score -2399148 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2399444.250000 Penalty: 11523.947266
	Iteration 5Q: 3 clusters Score -2399444 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2399732.500000 Penalty: 11523.947266
	Iteration 6Q: 3 clusters Score -2399732 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2400047.750000 Penalty: 11523.947266
	Iteration 7Q: 3 clusters Score -2400048 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2400405.250000 Penalty: 11523.947266
	Iteration 8Q: 3 clusters Score -2400405 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2400822.250000 Penalty: 11523.947266
	Iteration 9Q: 3 clusters Score -2400822 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2401223.250000 Penalty: 11523.947266
	Iteration 10Q: 3 clusters Score -2401223 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2401587.250000 Penalty: 11523.947266
	Iteration 11Q: 3 clusters Score -2401587 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2401949.500000 Penalty: 11523.947266
	Iteration 12Q: 3 clusters Score -2401950 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2402323.000000 Penalty: 11523.947266
	Iteration 13Q: 3 clusters Score -2402323 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2402588.500000 Penalty: 11523.947266
	Iteration 14Q: 3 clusters Score -2402588 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2402787.000000 Penalty: 11523.947266
	Iteration 15Q: 3 clusters Score -2402787 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2402947.500000 Penalty: 11523.947266
	Iteration 16Q: 3 clusters Score -2402948 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2403055.500000 Penalty: 11523.947266
	Iteration 17Q: 3 clusters Score -2403056 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2403125.000000 Penalty: 11523.947266
	Iteration 18Q: 3 clusters Score -2403125 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2403187.500000 Penalty: 11523.947266
	Iteration 19Q: 3 clusters Score -2403188 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2403237.250000 Penalty: 11523.947266
	Iteration 20F: 3 clusters Score -2403237 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2403266.750000 Penalty: 11523.947266
	Iteration 21Q: 3 clusters Score -2403267 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2403292.000000 Penalty: 11523.947266
	Iteration 22Q: 3 clusters Score -2403292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2403320.500000 Penalty: 11523.947266
	Iteration 23Q: 3 clusters Score -2403320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2403341.500000 Penalty: 11523.947266
	Iteration 24Q: 3 clusters Score -2403342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2403355.000000 Penalty: 11523.947266
	Iteration 25Q: 3 clusters Score -2403355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2403366.250000 Penalty: 11523.947266
	Iteration 26Q: 3 clusters Score -2403366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2403385.250000 Penalty: 11523.947266
	Iteration 27Q: 3 clusters Score -2403385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2403396.750000 Penalty: 11523.947266
	Iteration 28Q: 3 clusters Score -2403397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2403409.750000 Penalty: 11523.947266
	Iteration 29Q: 3 clusters Score -2403410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2403418.500000 Penalty: 11523.947266
	Iteration 30Q: 3 clusters Score -2403418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2403428.000000 Penalty: 11523.947266
	Iteration 31Q: 3 clusters Score -2403428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2403429.000000 Penalty: 11523.947266
	Iteration 32Q: 3 clusters Score -2403429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2403434.750000 Penalty: 11523.947266
	Iteration 33Q: 3 clusters Score -2403435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2403435.500000 Penalty: 11523.947266
	Iteration 34Q: 3 clusters Score -2403436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2403437.500000 Penalty: 11523.947266
	Iteration 35Q: 3 clusters Score -2403438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2403454.250000 Penalty: 11523.947266
	Iteration 36Q: 3 clusters Score -2403454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2403453.500000 Penalty: 11523.947266
	Iteration 37Q: 3 clusters Score -2403454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2403462.750000 Penalty: 11523.947266
	Iteration 38Q: 3 clusters Score -2403463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2403462.250000 Penalty: 11523.947266
	Iteration 39Q: 3 clusters Score -2403462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2403468.250000 Penalty: 11523.947266
	Iteration 40F: 3 clusters Score -2403468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2403470.250000 Penalty: 11523.947266
	Iteration 41Q: 3 clusters Score -2403470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2403466.000000 Penalty: 11523.947266
	Iteration 42Q: 3 clusters Score -2403466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2403465.750000 Penalty: 11523.947266
	Iteration 43Q: 3 clusters Score -2403466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2403467.250000 Penalty: 11523.947266
	Iteration 44Q: 3 clusters Score -2403467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2403467.500000 Penalty: 11523.947266
	Iteration 45Q: 3 clusters Score -2403468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2403468.000000 Penalty: 11523.947266
	Iteration 46Q: 3 clusters Score -2403468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2403464.750000 Penalty: 11523.947266
	Iteration 47Q: 3 clusters Score -2403465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2403464.750000 Penalty: 11523.947266
	Iteration 48F: 3 clusters Score -2403465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Entering Unmasked Estep 
Score: -2593114.000000 Penalty: 5793.921387
	Iteration 0F: 2 clusters Score -2593114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2581133.750000 Penalty: 11587.842773
	Iteration 0F: 3 clusters Score -2581134 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2583842.000000 Penalty: 11587.842773
	Iteration 1F: 3 clusters Score -2583842 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2584401.250000 Penalty: 11587.842773
	Iteration 2F: 3 clusters Score -2584401 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2584785.500000 Penalty: 11587.842773
	Iteration 3F: 3 clusters Score -2584786 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2585121.500000 Penalty: 11587.842773
	Iteration 4Q: 3 clusters Score -2585122 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2585514.750000 Penalty: 11587.842773
	Iteration 5Q: 3 clusters Score -2585515 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2585992.750000 Penalty: 11587.842773
	Iteration 6Q: 3 clusters Score -2585993 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2586544.500000 Penalty: 11587.842773
	Iteration 7F: 3 clusters Score -2586544 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2587154.750000 Penalty: 11587.842773
	Iteration 8F: 3 clusters Score -2587155 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2587745.000000 Penalty: 11587.842773
	Iteration 9F: 3 clusters Score -2587745 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2588318.750000 Penalty: 11587.842773
	Iteration 10F: 3 clusters Score -2588319 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2588815.000000 Penalty: 11587.842773
	Iteration 11Q: 3 clusters Score -2588815 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2589290.500000 Penalty: 11587.842773
	Iteration 12Q: 3 clusters Score -2589290 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2589670.750000 Penalty: 11587.842773
	Iteration 13Q: 3 clusters Score -2589671 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2589929.250000 Penalty: 11587.842773
	Iteration 14Q: 3 clusters Score -2589929 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2590070.000000 Penalty: 11587.842773
	Iteration 15Q: 3 clusters Score -2590070 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2590161.500000 Penalty: 11587.842773
	Iteration 16Q: 3 clusters Score -2590162 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2590233.750000 Penalty: 11587.842773
	Iteration 17Q: 3 clusters Score -2590234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2590291.250000 Penalty: 11587.842773
	Iteration 18Q: 3 clusters Score -2590291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2590339.250000 Penalty: 11587.842773
	Iteration 19Q: 3 clusters Score -2590339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2590364.750000 Penalty: 11587.842773
	Iteration 20F: 3 clusters Score -2590365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2590388.750000 Penalty: 11587.842773
	Iteration 21Q: 3 clusters Score -2590389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2590411.250000 Penalty: 11587.842773
	Iteration 22Q: 3 clusters Score -2590411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2590429.000000 Penalty: 11587.842773
	Iteration 23Q: 3 clusters Score -2590429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2590442.500000 Penalty: 11587.842773
	Iteration 24Q: 3 clusters Score -2590442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2590446.250000 Penalty: 11587.842773
	Iteration 25Q: 3 clusters Score -2590446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2590453.750000 Penalty: 11587.842773
	Iteration 26Q: 3 clusters Score -2590454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2590462.000000 Penalty: 11587.842773
	Iteration 27Q: 3 clusters Score -2590462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2590464.750000 Penalty: 11587.842773
	Iteration 28Q: 3 clusters Score -2590465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2590467.250000 Penalty: 11587.842773
	Iteration 29Q: 3 clusters Score -2590467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2590470.000000 Penalty: 11587.842773
	Iteration 30Q: 3 clusters Score -2590470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2590474.250000 Penalty: 11587.842773
	Iteration 31Q: 3 clusters Score -2590474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2590472.000000 Penalty: 11587.842773
	Iteration 32Q: 3 clusters Score -2590472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2590474.000000 Penalty: 11587.842773
	Iteration 33Q: 3 clusters Score -2590474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2590475.000000 Penalty: 11587.842773
	Iteration 34Q: 3 clusters Score -2590475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2590473.500000 Penalty: 11587.842773
	Iteration 35Q: 3 clusters Score -2590474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2590473.500000 Penalty: 11587.842773
	Iteration 36F: 3 clusters Score -2590474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -126314.664062 Penalty: 4027.233887
	Iteration 0F: 2 clusters Score -126314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -122607.382812 Penalty: 8054.467773
	Iteration 0F: 3 clusters Score -122607.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -122939.906250 Penalty: 8054.467773
	Iteration 1F: 3 clusters Score -122939.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123051.007812 Penalty: 8054.467773
	Iteration 2Q: 3 clusters Score -123051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123111.445312 Penalty: 8054.467773
	Iteration 3Q: 3 clusters Score -123111.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123156.320312 Penalty: 8054.467773
	Iteration 4Q: 3 clusters Score -123156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123168.500000 Penalty: 8054.467773
	Iteration 5Q: 3 clusters Score -123168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -123177.898438 Penalty: 8054.467773
	Iteration 6Q: 3 clusters Score -123177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -123182.218750 Penalty: 8054.467773
	Iteration 7Q: 3 clusters Score -123182.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -123182.218750 Penalty: 8054.467773
	Iteration 8F: 3 clusters Score -123182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Entering Unmasked Estep 
Score: -4498464.500000 Penalty: 6113.421387
	Iteration 0F: 2 clusters Score -4498464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4480922.000000 Penalty: 12226.842773
	Iteration 0F: 3 clusters Score -4480922 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -4485700.000000 Penalty: 12226.842773
	Iteration 1F: 3 clusters Score -4485700 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4486342.500000 Penalty: 12226.842773
	Iteration 2F: 3 clusters Score -4486342 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -4486715.500000 Penalty: 12226.842773
	Iteration 3Q: 3 clusters Score -4486716 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4486983.000000 Penalty: 12226.842773
	Iteration 4Q: 3 clusters Score -4486983 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -4487170.500000 Penalty: 12226.842773
	Iteration 5Q: 3 clusters Score -4487170 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4487296.500000 Penalty: 12226.842773
	Iteration 6Q: 3 clusters Score -4487296 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -4487405.500000 Penalty: 12226.842773
	Iteration 7Q: 3 clusters Score -4487406 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4487510.000000 Penalty: 12226.842773
	Iteration 8Q: 3 clusters Score -4487510 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -4487579.500000 Penalty: 12226.842773
	Iteration 9Q: 3 clusters Score -4487580 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4487645.500000 Penalty: 12226.842773
	Iteration 10Q: 3 clusters Score -4487646 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -4487700.500000 Penalty: 12226.842773
	Iteration 11Q: 3 clusters Score -4487700 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4487767.500000 Penalty: 12226.842773
	Iteration 12Q: 3 clusters Score -4487768 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -4487828.000000 Penalty: 12226.842773
	Iteration 13Q: 3 clusters Score -4487828 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -4487889.000000 Penalty: 12226.842773
	Iteration 14Q: 3 clusters Score -4487889 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4487934.500000 Penalty: 12226.842773
	Iteration 15Q: 3 clusters Score -4487934 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4487997.500000 Penalty: 12226.842773
	Iteration 16Q: 3 clusters Score -4487998 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -4488056.500000 Penalty: 12226.842773
	Iteration 17Q: 3 clusters Score -4488056 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4488125.000000 Penalty: 12226.842773
	Iteration 18Q: 3 clusters Score -4488125 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -4488184.000000 Penalty: 12226.842773
	Iteration 19Q: 3 clusters Score -4488184 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -4488266.500000 Penalty: 12226.842773
	Iteration 20F: 3 clusters Score -4488266 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4488324.500000 Penalty: 12226.842773
	Iteration 21Q: 3 clusters Score -4488324 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -4488426.000000 Penalty: 12226.842773
	Iteration 22Q: 3 clusters Score -4488426 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4488534.000000 Penalty: 12226.842773
	Iteration 23Q: 3 clusters Score -4488534 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4488655.000000 Penalty: 12226.842773
	Iteration 24Q: 3 clusters Score -4488655 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -4488766.500000 Penalty: 12226.842773
	Iteration 25Q: 3 clusters Score -4488766 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -4488895.000000 Penalty: 12226.842773
	Iteration 26Q: 3 clusters Score -4488895 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4489014.000000 Penalty: 12226.842773
	Iteration 27Q: 3 clusters Score -4489014 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4489153.000000 Penalty: 12226.842773
	Iteration 28Q: 3 clusters Score -4489153 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -4489292.000000 Penalty: 12226.842773
	Iteration 29Q: 3 clusters Score -4489292 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4489432.000000 Penalty: 12226.842773
	Iteration 30Q: 3 clusters Score -4489432 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4489624.000000 Penalty: 12226.842773
	Iteration 31Q: 3 clusters Score -4489624 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -4489847.000000 Penalty: 12226.842773
	Iteration 32Q: 3 clusters Score -4489847 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -4490034.500000 Penalty: 12226.842773
	Iteration 33Q: 3 clusters Score -4490034 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -4490226.000000 Penalty: 12226.842773
	Iteration 34Q: 3 clusters Score -4490226 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -4490448.500000 Penalty: 12226.842773
	Iteration 35Q: 3 clusters Score -4490448 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4490693.000000 Penalty: 12226.842773
	Iteration 36Q: 3 clusters Score -4490693 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4490913.000000 Penalty: 12226.842773
	Iteration 37Q: 3 clusters Score -4490913 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4491129.500000 Penalty: 12226.842773
	Iteration 38Q: 3 clusters Score -4491130 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4491362.500000 Penalty: 12226.842773
	Iteration 39Q: 3 clusters Score -4491362 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4491580.000000 Penalty: 12226.842773
	Iteration 40F: 3 clusters Score -4491580 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4491783.500000 Penalty: 12226.842773
	Iteration 41Q: 3 clusters Score -4491784 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4491951.000000 Penalty: 12226.842773
	Iteration 42Q: 3 clusters Score -4491951 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -4492107.500000 Penalty: 12226.842773
	Iteration 43Q: 3 clusters Score -4492108 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4492245.500000 Penalty: 12226.842773
	Iteration 44Q: 3 clusters Score -4492246 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4492367.000000 Penalty: 12226.842773
	Iteration 45Q: 3 clusters Score -4492367 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4492445.500000 Penalty: 12226.842773
	Iteration 46Q: 3 clusters Score -4492446 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -4492531.500000 Penalty: 12226.842773
	Iteration 47Q: 3 clusters Score -4492532 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4492625.500000 Penalty: 12226.842773
	Iteration 48Q: 3 clusters Score -4492626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4492676.000000 Penalty: 12226.842773
	Iteration 49Q: 3 clusters Score -4492676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4492711.000000 Penalty: 12226.842773
	Iteration 50Q: 3 clusters Score -4492711 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4492755.000000 Penalty: 12226.842773
	Iteration 51Q: 3 clusters Score -4492755 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4492812.500000 Penalty: 12226.842773
	Iteration 52Q: 3 clusters Score -4492812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -4492845.000000 Penalty: 12226.842773
	Iteration 53Q: 3 clusters Score -4492845 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -4492876.000000 Penalty: 12226.842773
	Iteration 54Q: 3 clusters Score -4492876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4492896.500000 Penalty: 12226.842773
	Iteration 55Q: 3 clusters Score -4492896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -4492916.500000 Penalty: 12226.842773
	Iteration 56Q: 3 clusters Score -4492916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -4492924.500000 Penalty: 12226.842773
	Iteration 57Q: 3 clusters Score -4492924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4492944.500000 Penalty: 12226.842773
	Iteration 58Q: 3 clusters Score -4492944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4492963.000000 Penalty: 12226.842773
	Iteration 59Q: 3 clusters Score -4492963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4492971.500000 Penalty: 12226.842773
	Iteration 60F: 3 clusters Score -4492972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -4492984.500000 Penalty: 12226.842773
	Iteration 61Q: 3 clusters Score -4492984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4493003.000000 Penalty: 12226.842773
	Iteration 62Q: 3 clusters Score -4493003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4493027.000000 Penalty: 12226.842773
	Iteration 63Q: 3 clusters Score -4493027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4493041.500000 Penalty: 12226.842773
	Iteration 64Q: 3 clusters Score -4493042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4493040.500000 Penalty: 12226.842773
	Iteration 65Q: 3 clusters Score -4493040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4493053.000000 Penalty: 12226.842773
	Iteration 66Q: 3 clusters Score -4493053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4493064.500000 Penalty: 12226.842773
	Iteration 67Q: 3 clusters Score -4493064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4493068.500000 Penalty: 12226.842773
	Iteration 68Q: 3 clusters Score -4493068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -4493072.500000 Penalty: 12226.842773
	Iteration 69Q: 3 clusters Score -4493072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4493080.000000 Penalty: 12226.842773
	Iteration 70Q: 3 clusters Score -4493080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4493084.500000 Penalty: 12226.842773
	Iteration 71Q: 3 clusters Score -4493084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -4493091.000000 Penalty: 12226.842773
	Iteration 72Q: 3 clusters Score -4493091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4493098.500000 Penalty: 12226.842773
	Iteration 73Q: 3 clusters Score -4493098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -4493110.000000 Penalty: 12226.842773
	Iteration 74Q: 3 clusters Score -4493110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -4493123.000000 Penalty: 12226.842773
	Iteration 75Q: 3 clusters Score -4493123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4493132.500000 Penalty: 12226.842773
	Iteration 76Q: 3 clusters Score -4493132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4493135.000000 Penalty: 12226.842773
	Iteration 77Q: 3 clusters Score -4493135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -4493134.500000 Penalty: 12226.842773
	Iteration 78Q: 3 clusters Score -4493134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4493134.500000 Penalty: 12226.842773
	Iteration 79Q: 3 clusters Score -4493134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4493133.500000 Penalty: 12226.842773
	Iteration 80F: 3 clusters Score -4493134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -4493130.500000 Penalty: 12226.842773
	Iteration 81Q: 3 clusters Score -4493130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -4493132.000000 Penalty: 12226.842773
	Iteration 82Q: 3 clusters Score -4493132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4493138.500000 Penalty: 12226.842773
	Iteration 83Q: 3 clusters Score -4493138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4493138.500000 Penalty: 12226.842773
	Iteration 84F: 3 clusters Score -4493138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Entering Unmasked Estep 
Score: -3391938.500000 Penalty: 5944.633789
	Iteration 0F: 2 clusters Score -3391938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3377765.000000 Penalty: 11889.267578
	Iteration 0F: 3 clusters Score -3377765 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3381441.750000 Penalty: 11889.267578
	Iteration 1F: 3 clusters Score -3381442 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3382068.000000 Penalty: 11889.267578
	Iteration 2F: 3 clusters Score -3382068 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3382559.250000 Penalty: 11889.267578
	Iteration 3F: 3 clusters Score -3382559 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3382979.500000 Penalty: 11889.267578
	Iteration 4Q: 3 clusters Score -3382980 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3383318.750000 Penalty: 11889.267578
	Iteration 5Q: 3 clusters Score -3383319 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3383629.000000 Penalty: 11889.267578
	Iteration 6Q: 3 clusters Score -3383629 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3383855.250000 Penalty: 11889.267578
	Iteration 7Q: 3 clusters Score -3383855 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3384009.750000 Penalty: 11889.267578
	Iteration 8Q: 3 clusters Score -3384010 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3384168.500000 Penalty: 11889.267578
	Iteration 9Q: 3 clusters Score -3384168 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3384306.000000 Penalty: 11889.267578
	Iteration 10Q: 3 clusters Score -3384306 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3384432.750000 Penalty: 11889.267578
	Iteration 11Q: 3 clusters Score -3384433 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3384531.750000 Penalty: 11889.267578
	Iteration 12Q: 3 clusters Score -3384532 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3384617.750000 Penalty: 11889.267578
	Iteration 13Q: 3 clusters Score -3384618 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3384694.500000 Penalty: 11889.267578
	Iteration 14Q: 3 clusters Score -3384694 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3384766.500000 Penalty: 11889.267578
	Iteration 15Q: 3 clusters Score -3384766 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3384830.250000 Penalty: 11889.267578
	Iteration 16Q: 3 clusters Score -3384830 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3384889.250000 Penalty: 11889.267578
	Iteration 17Q: 3 clusters Score -3384889 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3384956.750000 Penalty: 11889.267578
	Iteration 18Q: 3 clusters Score -3384957 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3385028.250000 Penalty: 11889.267578
	Iteration 19Q: 3 clusters Score -3385028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3385090.250000 Penalty: 11889.267578
	Iteration 20F: 3 clusters Score -3385090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3385151.750000 Penalty: 11889.267578
	Iteration 21Q: 3 clusters Score -3385152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3385216.000000 Penalty: 11889.267578
	Iteration 22Q: 3 clusters Score -3385216 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3385256.250000 Penalty: 11889.267578
	Iteration 23Q: 3 clusters Score -3385256 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3385317.750000 Penalty: 11889.267578
	Iteration 24Q: 3 clusters Score -3385318 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3385383.250000 Penalty: 11889.267578
	Iteration 25Q: 3 clusters Score -3385383 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -3385459.750000 Penalty: 11889.267578
	Iteration 26Q: 3 clusters Score -3385460 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3385534.750000 Penalty: 11889.267578
	Iteration 27Q: 3 clusters Score -3385535 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3385629.500000 Penalty: 11889.267578
	Iteration 28Q: 3 clusters Score -3385630 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3385722.750000 Penalty: 11889.267578
	Iteration 29Q: 3 clusters Score -3385723 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3385823.000000 Penalty: 11889.267578
	Iteration 30Q: 3 clusters Score -3385823 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3385922.500000 Penalty: 11889.267578
	Iteration 31Q: 3 clusters Score -3385922 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3386037.750000 Penalty: 11889.267578
	Iteration 32Q: 3 clusters Score -3386038 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3386137.500000 Penalty: 11889.267578
	Iteration 33Q: 3 clusters Score -3386138 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3386210.500000 Penalty: 11889.267578
	Iteration 34Q: 3 clusters Score -3386210 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3386286.750000 Penalty: 11889.267578
	Iteration 35Q: 3 clusters Score -3386287 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3386352.750000 Penalty: 11889.267578
	Iteration 36Q: 3 clusters Score -3386353 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3386397.000000 Penalty: 11889.267578
	Iteration 37Q: 3 clusters Score -3386397 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3386436.250000 Penalty: 11889.267578
	Iteration 38Q: 3 clusters Score -3386436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3386477.750000 Penalty: 11889.267578
	Iteration 39Q: 3 clusters Score -3386478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3386507.500000 Penalty: 11889.267578
	Iteration 40F: 3 clusters Score -3386508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3386517.500000 Penalty: 11889.267578
	Iteration 41Q: 3 clusters Score -3386518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3386541.750000 Penalty: 11889.267578
	Iteration 42Q: 3 clusters Score -3386542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3386559.500000 Penalty: 11889.267578
	Iteration 43Q: 3 clusters Score -3386560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3386568.250000 Penalty: 11889.267578
	Iteration 44Q: 3 clusters Score -3386568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3386588.750000 Penalty: 11889.267578
	Iteration 45Q: 3 clusters Score -3386589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3386592.000000 Penalty: 11889.267578
	Iteration 46Q: 3 clusters Score -3386592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3386613.000000 Penalty: 11889.267578
	Iteration 47Q: 3 clusters Score -3386613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3386612.750000 Penalty: 11889.267578
	Iteration 48Q: 3 clusters Score -3386613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3386620.500000 Penalty: 11889.267578
	Iteration 49Q: 3 clusters Score -3386620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3386627.750000 Penalty: 11889.267578
	Iteration 50Q: 3 clusters Score -3386628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3386628.750000 Penalty: 11889.267578
	Iteration 51Q: 3 clusters Score -3386629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3386636.750000 Penalty: 11889.267578
	Iteration 52Q: 3 clusters Score -3386637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3386641.500000 Penalty: 11889.267578
	Iteration 53Q: 3 clusters Score -3386642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3386643.250000 Penalty: 11889.267578
	Iteration 54Q: 3 clusters Score -3386643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3386646.750000 Penalty: 11889.267578
	Iteration 55Q: 3 clusters Score -3386647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3386648.750000 Penalty: 11889.267578
	Iteration 56Q: 3 clusters Score -3386649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3386651.500000 Penalty: 11889.267578
	Iteration 57Q: 3 clusters Score -3386652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3386652.500000 Penalty: 11889.267578
	Iteration 58Q: 3 clusters Score -3386652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3386656.250000 Penalty: 11889.267578
	Iteration 59Q: 3 clusters Score -3386656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3386655.500000 Penalty: 11889.267578
	Iteration 60F: 3 clusters Score -3386656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3386657.250000 Penalty: 11889.267578
	Iteration 61Q: 3 clusters Score -3386657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3386667.000000 Penalty: 11889.267578
	Iteration 62Q: 3 clusters Score -3386667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3386666.750000 Penalty: 11889.267578
	Iteration 63Q: 3 clusters Score -3386667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3386673.000000 Penalty: 11889.267578
	Iteration 64Q: 3 clusters Score -3386673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3386678.250000 Penalty: 11889.267578
	Iteration 65Q: 3 clusters Score -3386678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3386679.500000 Penalty: 11889.267578
	Iteration 66Q: 3 clusters Score -3386680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3386683.000000 Penalty: 11889.267578
	Iteration 67Q: 3 clusters Score -3386683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3386684.000000 Penalty: 11889.267578
	Iteration 68Q: 3 clusters Score -3386684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3386685.750000 Penalty: 11889.267578
	Iteration 69Q: 3 clusters Score -3386686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3386694.500000 Penalty: 11889.267578
	Iteration 70Q: 3 clusters Score -3386694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3386698.250000 Penalty: 11889.267578
	Iteration 71Q: 3 clusters Score -3386698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3386693.500000 Penalty: 11889.267578
	Iteration 72Q: 3 clusters Score -3386694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3386707.250000 Penalty: 11889.267578
	Iteration 73Q: 3 clusters Score -3386707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3386715.250000 Penalty: 11889.267578
	Iteration 74Q: 3 clusters Score -3386715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3386725.000000 Penalty: 11889.267578
	Iteration 75Q: 3 clusters Score -3386725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3386726.250000 Penalty: 11889.267578
	Iteration 76Q: 3 clusters Score -3386726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3386726.000000 Penalty: 11889.267578
	Iteration 77Q: 3 clusters Score -3386726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3386740.250000 Penalty: 11889.267578
	Iteration 78Q: 3 clusters Score -3386740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3386739.750000 Penalty: 11889.267578
	Iteration 79Q: 3 clusters Score -3386740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3386752.750000 Penalty: 11889.267578
	Iteration 80F: 3 clusters Score -3386753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3386766.000000 Penalty: 11889.267578
	Iteration 81Q: 3 clusters Score -3386766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3386779.000000 Penalty: 11889.267578
	Iteration 82Q: 3 clusters Score -3386779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3386789.500000 Penalty: 11889.267578
	Iteration 83Q: 3 clusters Score -3386790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3386812.250000 Penalty: 11889.267578
	Iteration 84Q: 3 clusters Score -3386812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3386815.000000 Penalty: 11889.267578
	Iteration 85Q: 3 clusters Score -3386815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3386814.750000 Penalty: 11889.267578
	Iteration 86Q: 3 clusters Score -3386815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3386826.000000 Penalty: 11889.267578
	Iteration 87Q: 3 clusters Score -3386826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3386831.000000 Penalty: 11889.267578
	Iteration 88Q: 3 clusters Score -3386831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3386841.000000 Penalty: 11889.267578
	Iteration 89Q: 3 clusters Score -3386841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3386840.000000 Penalty: 11889.267578
	Iteration 90Q: 3 clusters Score -3386840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3386851.750000 Penalty: 11889.267578
	Iteration 91Q: 3 clusters Score -3386852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3386849.750000 Penalty: 11889.267578
	Iteration 92Q: 3 clusters Score -3386850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3386857.500000 Penalty: 11889.267578
	Iteration 93Q: 3 clusters Score -3386858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3386863.500000 Penalty: 11889.267578
	Iteration 94Q: 3 clusters Score -3386864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3386892.250000 Penalty: 11889.267578
	Iteration 95Q: 3 clusters Score -3386892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3386907.750000 Penalty: 11889.267578
	Iteration 96Q: 3 clusters Score -3386908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3386919.000000 Penalty: 11889.267578
	Iteration 97Q: 3 clusters Score -3386919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3386940.250000 Penalty: 11889.267578
	Iteration 98Q: 3 clusters Score -3386940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3386957.500000 Penalty: 11889.267578
	Iteration 99Q: 3 clusters Score -3386958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3386980.000000 Penalty: 11889.267578
	Iteration 100F: 3 clusters Score -3386980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3386990.500000 Penalty: 11889.267578
	Iteration 101Q: 3 clusters Score -3386990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3387012.750000 Penalty: 11889.267578
	Iteration 102Q: 3 clusters Score -3387013 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3387048.000000 Penalty: 11889.267578
	Iteration 103Q: 3 clusters Score -3387048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3387109.750000 Penalty: 11889.267578
	Iteration 104Q: 3 clusters Score -3387110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3387214.000000 Penalty: 11889.267578
	Iteration 105Q: 3 clusters Score -3387214 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3387351.750000 Penalty: 11889.267578
	Iteration 106Q: 3 clusters Score -3387352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3387440.000000 Penalty: 11889.267578
	Iteration 107Q: 3 clusters Score -3387440 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3387529.250000 Penalty: 11889.267578
	Iteration 108Q: 3 clusters Score -3387529 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3387572.750000 Penalty: 11889.267578
	Iteration 109Q: 3 clusters Score -3387573 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3387611.750000 Penalty: 11889.267578
	Iteration 110Q: 3 clusters Score -3387612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3387638.500000 Penalty: 11889.267578
	Iteration 111Q: 3 clusters Score -3387638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3387641.750000 Penalty: 11889.267578
	Iteration 112Q: 3 clusters Score -3387642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3387669.500000 Penalty: 11889.267578
	Iteration 113Q: 3 clusters Score -3387670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3387683.500000 Penalty: 11889.267578
	Iteration 114Q: 3 clusters Score -3387684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3387681.500000 Penalty: 11889.267578
	Iteration 115Q: 3 clusters Score -3387682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -3387694.750000 Penalty: 11889.267578
	Iteration 116Q: 3 clusters Score -3387695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3387694.000000 Penalty: 11889.267578
	Iteration 117Q: 3 clusters Score -3387694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3387698.750000 Penalty: 11889.267578
	Iteration 118Q: 3 clusters Score -3387699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3387711.500000 Penalty: 11889.267578
	Iteration 119Q: 3 clusters Score -3387712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3387707.500000 Penalty: 11889.267578
	Iteration 120F: 3 clusters Score -3387708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3387709.000000 Penalty: 11889.267578
	Iteration 121Q: 3 clusters Score -3387709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3387709.750000 Penalty: 11889.267578
	Iteration 122Q: 3 clusters Score -3387710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3387708.250000 Penalty: 11889.267578
	Iteration 123Q: 3 clusters Score -3387708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3387712.250000 Penalty: 11889.267578
	Iteration 124Q: 3 clusters Score -3387712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3387718.000000 Penalty: 11889.267578
	Iteration 125Q: 3 clusters Score -3387718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3387718.500000 Penalty: 11889.267578
	Iteration 126Q: 3 clusters Score -3387718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3387720.250000 Penalty: 11889.267578
	Iteration 127Q: 3 clusters Score -3387720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3387715.000000 Penalty: 11889.267578
	Iteration 128Q: 3 clusters Score -3387715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3387713.250000 Penalty: 11889.267578
	Iteration 129Q: 3 clusters Score -3387713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3387713.750000 Penalty: 11889.267578
	Iteration 130Q: 3 clusters Score -3387714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3387713.750000 Penalty: 11889.267578
	Iteration 131F: 3 clusters Score -3387714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Entering Unmasked Estep 
Score: -4910381.000000 Penalty: 6171.170410
	Iteration 0F: 2 clusters Score -4910381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -4891405.500000 Penalty: 12342.340820
	Iteration 0F: 3 clusters Score -4891406 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -4896495.500000 Penalty: 12342.340820
	Iteration 1F: 3 clusters Score -4896496 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -4897113.000000 Penalty: 12342.340820
	Iteration 2F: 3 clusters Score -4897113 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4897518.500000 Penalty: 12342.340820
	Iteration 3Q: 3 clusters Score -4897518 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -4897857.000000 Penalty: 12342.340820
	Iteration 4Q: 3 clusters Score -4897857 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4898116.500000 Penalty: 12342.340820
	Iteration 5Q: 3 clusters Score -4898116 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4898371.000000 Penalty: 12342.340820
	Iteration 6Q: 3 clusters Score -4898371 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -4898590.500000 Penalty: 12342.340820
	Iteration 7Q: 3 clusters Score -4898590 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4898811.000000 Penalty: 12342.340820
	Iteration 8Q: 3 clusters Score -4898811 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -4899036.000000 Penalty: 12342.340820
	Iteration 9Q: 3 clusters Score -4899036 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4899234.500000 Penalty: 12342.340820
	Iteration 10Q: 3 clusters Score -4899234 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -4899467.000000 Penalty: 12342.340820
	Iteration 11Q: 3 clusters Score -4899467 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -4899706.000000 Penalty: 12342.340820
	Iteration 12Q: 3 clusters Score -4899706 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -4899991.000000 Penalty: 12342.340820
	Iteration 13Q: 3 clusters Score -4899991 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4900258.000000 Penalty: 12342.340820
	Iteration 14Q: 3 clusters Score -4900258 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -4900573.500000 Penalty: 12342.340820
	Iteration 15Q: 3 clusters Score -4900574 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -4900953.500000 Penalty: 12342.340820
	Iteration 16Q: 3 clusters Score -4900954 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4901330.500000 Penalty: 12342.340820
	Iteration 17Q: 3 clusters Score -4901330 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4901760.000000 Penalty: 12342.340820
	Iteration 18Q: 3 clusters Score -4901760 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4902238.000000 Penalty: 12342.340820
	Iteration 19Q: 3 clusters Score -4902238 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4902686.500000 Penalty: 12342.340820
	Iteration 20F: 3 clusters Score -4902686 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4903140.000000 Penalty: 12342.340820
	Iteration 21Q: 3 clusters Score -4903140 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4903504.000000 Penalty: 12342.340820
	Iteration 22Q: 3 clusters Score -4903504 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4903797.000000 Penalty: 12342.340820
	Iteration 23Q: 3 clusters Score -4903797 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4904052.000000 Penalty: 12342.340820
	Iteration 24Q: 3 clusters Score -4904052 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4904255.000000 Penalty: 12342.340820
	Iteration 25Q: 3 clusters Score -4904255 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4904399.500000 Penalty: 12342.340820
	Iteration 26Q: 3 clusters Score -4904400 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4904495.000000 Penalty: 12342.340820
	Iteration 27Q: 3 clusters Score -4904495 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4904586.000000 Penalty: 12342.340820
	Iteration 28Q: 3 clusters Score -4904586 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4904641.500000 Penalty: 12342.340820
	Iteration 29Q: 3 clusters Score -4904642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4904693.500000 Penalty: 12342.340820
	Iteration 30Q: 3 clusters Score -4904694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4904740.000000 Penalty: 12342.340820
	Iteration 31Q: 3 clusters Score -4904740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4904788.500000 Penalty: 12342.340820
	Iteration 32Q: 3 clusters Score -4904788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4904808.500000 Penalty: 12342.340820
	Iteration 33Q: 3 clusters Score -4904808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4904836.000000 Penalty: 12342.340820
	Iteration 34Q: 3 clusters Score -4904836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4904860.000000 Penalty: 12342.340820
	Iteration 35Q: 3 clusters Score -4904860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4904877.000000 Penalty: 12342.340820
	Iteration 36Q: 3 clusters Score -4904877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4904895.000000 Penalty: 12342.340820
	Iteration 37Q: 3 clusters Score -4904895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4904908.000000 Penalty: 12342.340820
	Iteration 38Q: 3 clusters Score -4904908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4904906.000000 Penalty: 12342.340820
	Iteration 39Q: 3 clusters Score -4904906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4904907.000000 Penalty: 12342.340820
	Iteration 40F: 3 clusters Score -4904907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4904920.000000 Penalty: 12342.340820
	Iteration 41Q: 3 clusters Score -4904920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4904926.500000 Penalty: 12342.340820
	Iteration 42Q: 3 clusters Score -4904926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4904927.000000 Penalty: 12342.340820
	Iteration 43Q: 3 clusters Score -4904927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4904924.000000 Penalty: 12342.340820
	Iteration 44Q: 3 clusters Score -4904924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4904930.500000 Penalty: 12342.340820
	Iteration 45Q: 3 clusters Score -4904930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4904933.500000 Penalty: 12342.340820
	Iteration 46Q: 3 clusters Score -4904934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4904933.500000 Penalty: 12342.340820
	Iteration 47F: 3 clusters Score -4904934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -88024.421875 Penalty: 3795.322021
	Iteration 0F: 2 clusters Score -88024.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84697.320312 Penalty: 7590.644043
	Iteration 0F: 3 clusters Score -84697.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84890.343750 Penalty: 7590.644043
	Iteration 1F: 3 clusters Score -84890.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85025.851562 Penalty: 7590.644043
	Iteration 2Q: 3 clusters Score -85025.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85083.351562 Penalty: 7590.644043
	Iteration 3Q: 3 clusters Score -85083.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85126.234375 Penalty: 7590.644043
	Iteration 4Q: 3 clusters Score -85126.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85163.515625 Penalty: 7590.644043
	Iteration 5Q: 3 clusters Score -85163.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85194.937500 Penalty: 7590.644043
	Iteration 6Q: 3 clusters Score -85194.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85230.078125 Penalty: 7590.644043
	Iteration 7Q: 3 clusters Score -85230.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85283.734375 Penalty: 7590.644043
	Iteration 8Q: 3 clusters Score -85283.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85324.859375 Penalty: 7590.644043
	Iteration 9Q: 3 clusters Score -85324.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85384.554688 Penalty: 7590.644043
	Iteration 10Q: 3 clusters Score -85384.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85405.812500 Penalty: 7590.644043
	Iteration 11Q: 3 clusters Score -85405.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85421.687500 Penalty: 7590.644043
	Iteration 12Q: 3 clusters Score -85421.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85424.898438 Penalty: 7590.644043
	Iteration 13Q: 3 clusters Score -85424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85424.898438 Penalty: 7590.644043
	Iteration 14F: 3 clusters Score -85424.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Entering Unmasked Estep 
Score: -5345156.500000 Penalty: 6228.559570
	Iteration 0F: 2 clusters Score -5345156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -5324730.500000 Penalty: 12457.119141
	Iteration 0F: 3 clusters Score -5324730 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5330317.500000 Penalty: 12457.119141
	Iteration 1F: 3 clusters Score -5330318 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -5330998.000000 Penalty: 12457.119141
	Iteration 2F: 3 clusters Score -5330998 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -5331630.500000 Penalty: 12457.119141
	Iteration 3Q: 3 clusters Score -5331630 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -5332370.500000 Penalty: 12457.119141
	Iteration 4Q: 3 clusters Score -5332370 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -5333129.000000 Penalty: 12457.119141
	Iteration 5Q: 3 clusters Score -5333129 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -5333813.000000 Penalty: 12457.119141
	Iteration 6Q: 3 clusters Score -5333813 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -5334464.500000 Penalty: 12457.119141
	Iteration 7Q: 3 clusters Score -5334464 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -5334940.500000 Penalty: 12457.119141
	Iteration 8Q: 3 clusters Score -5334940 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -5335471.500000 Penalty: 12457.119141
	Iteration 9Q: 3 clusters Score -5335472 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -5335997.500000 Penalty: 12457.119141
	Iteration 10Q: 3 clusters Score -5335998 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -5336524.500000 Penalty: 12457.119141
	Iteration 11Q: 3 clusters Score -5336524 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5337148.000000 Penalty: 12457.119141
	Iteration 12Q: 3 clusters Score -5337148 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -5337965.500000 Penalty: 12457.119141
	Iteration 13Q: 3 clusters Score -5337966 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -5338855.500000 Penalty: 12457.119141
	Iteration 14Q: 3 clusters Score -5338856 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -5339632.000000 Penalty: 12457.119141
	Iteration 15Q: 3 clusters Score -5339632 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -5340429.000000 Penalty: 12457.119141
	Iteration 16Q: 3 clusters Score -5340429 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -5341117.000000 Penalty: 12457.119141
	Iteration 17Q: 3 clusters Score -5341117 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5341680.500000 Penalty: 12457.119141
	Iteration 18Q: 3 clusters Score -5341680 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5342149.500000 Penalty: 12457.119141
	Iteration 19Q: 3 clusters Score -5342150 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -5342476.500000 Penalty: 12457.119141
	Iteration 20F: 3 clusters Score -5342476 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -5342722.000000 Penalty: 12457.119141
	Iteration 21Q: 3 clusters Score -5342722 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -5342910.500000 Penalty: 12457.119141
	Iteration 22Q: 3 clusters Score -5342910 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -5343070.500000 Penalty: 12457.119141
	Iteration 23Q: 3 clusters Score -5343070 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -5343182.500000 Penalty: 12457.119141
	Iteration 24Q: 3 clusters Score -5343182 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -5343243.500000 Penalty: 12457.119141
	Iteration 25Q: 3 clusters Score -5343244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -5343293.000000 Penalty: 12457.119141
	Iteration 26Q: 3 clusters Score -5343293 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -5343312.500000 Penalty: 12457.119141
	Iteration 27Q: 3 clusters Score -5343312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5343350.500000 Penalty: 12457.119141
	Iteration 28Q: 3 clusters Score -5343350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -5343340.000000 Penalty: 12457.119141
	Iteration 29Q: 3 clusters Score -5343340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -5343357.000000 Penalty: 12457.119141
	Iteration 30Q: 3 clusters Score -5343357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -5343370.000000 Penalty: 12457.119141
	Iteration 31Q: 3 clusters Score -5343370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -5343364.000000 Penalty: 12457.119141
	Iteration 32Q: 3 clusters Score -5343364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -5343373.500000 Penalty: 12457.119141
	Iteration 33Q: 3 clusters Score -5343374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5343367.500000 Penalty: 12457.119141
	Iteration 34Q: 3 clusters Score -5343368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5343366.000000 Penalty: 12457.119141
	Iteration 35Q: 3 clusters Score -5343366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5343371.500000 Penalty: 12457.119141
	Iteration 36Q: 3 clusters Score -5343372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -5343378.000000 Penalty: 12457.119141
	Iteration 37Q: 3 clusters Score -5343378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -5343378.000000 Penalty: 12457.119141
	Iteration 38F: 3 clusters Score -5343378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -94647.742188 Penalty: 3855.850586
	Iteration 0F: 2 clusters Score -94647.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -91405.039062 Penalty: 7711.701172
	Iteration 0F: 3 clusters Score -91405.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -91724.085938 Penalty: 7711.701172
	Iteration 1F: 3 clusters Score -91724.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -92044.757812 Penalty: 7711.701172
	Iteration 2F: 3 clusters Score -92044.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -92217.718750 Penalty: 7711.701172
	Iteration 3Q: 3 clusters Score -92217.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -92481.062500 Penalty: 7711.701172
	Iteration 4Q: 3 clusters Score -92481.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -92743.406250 Penalty: 7711.701172
	Iteration 5Q: 3 clusters Score -92743.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -92911.453125 Penalty: 7711.701172
	Iteration 6Q: 3 clusters Score -92911.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -93000.640625 Penalty: 7711.701172
	Iteration 7Q: 3 clusters Score -93000.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -93021.320312 Penalty: 7711.701172
	Iteration 8Q: 3 clusters Score -93021.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -93021.320312 Penalty: 7711.701172
	Iteration 9F: 3 clusters Score -93021.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Entering Unmasked Estep 
Score: -2030279.625000 Penalty: 5633.008789
	Iteration 0F: 2 clusters Score -2030280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2020137.000000 Penalty: 11266.017578
	Iteration 0F: 3 clusters Score -2020137 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2022217.125000 Penalty: 11266.017578
	Iteration 1F: 3 clusters Score -2022217 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2022628.625000 Penalty: 11266.017578
	Iteration 2F: 3 clusters Score -2022629 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2022865.875000 Penalty: 11266.017578
	Iteration 3Q: 3 clusters Score -2022866 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2022999.375000 Penalty: 11266.017578
	Iteration 4Q: 3 clusters Score -2022999 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2023097.875000 Penalty: 11266.017578
	Iteration 5Q: 3 clusters Score -2023098 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2023167.750000 Penalty: 11266.017578
	Iteration 6Q: 3 clusters Score -2023168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2023220.250000 Penalty: 11266.017578
	Iteration 7Q: 3 clusters Score -2023220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2023255.875000 Penalty: 11266.017578
	Iteration 8Q: 3 clusters Score -2023256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2023303.125000 Penalty: 11266.017578
	Iteration 9Q: 3 clusters Score -2023303 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2023344.125000 Penalty: 11266.017578
	Iteration 10Q: 3 clusters Score -2023344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2023387.875000 Penalty: 11266.017578
	Iteration 11Q: 3 clusters Score -2023388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2023424.000000 Penalty: 11266.017578
	Iteration 12Q: 3 clusters Score -2023424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2023458.125000 Penalty: 11266.017578
	Iteration 13Q: 3 clusters Score -2023458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2023490.375000 Penalty: 11266.017578
	Iteration 14Q: 3 clusters Score -2023490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2023533.250000 Penalty: 11266.017578
	Iteration 15Q: 3 clusters Score -2023533 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2023565.125000 Penalty: 11266.017578
	Iteration 16Q: 3 clusters Score -2023565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2023591.500000 Penalty: 11266.017578
	Iteration 17Q: 3 clusters Score -2023592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2023618.625000 Penalty: 11266.017578
	Iteration 18Q: 3 clusters Score -2023619 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2023653.625000 Penalty: 11266.017578
	Iteration 19Q: 3 clusters Score -2023654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2023683.250000 Penalty: 11266.017578
	Iteration 20F: 3 clusters Score -2023683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2023705.750000 Penalty: 11266.017578
	Iteration 21Q: 3 clusters Score -2023706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2023724.125000 Penalty: 11266.017578
	Iteration 22Q: 3 clusters Score -2023724 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2023752.875000 Penalty: 11266.017578
	Iteration 23Q: 3 clusters Score -2023753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2023775.375000 Penalty: 11266.017578
	Iteration 24Q: 3 clusters Score -2023775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2023804.875000 Penalty: 11266.017578
	Iteration 25Q: 3 clusters Score -2023805 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2023823.625000 Penalty: 11266.017578
	Iteration 26Q: 3 clusters Score -2023824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2023859.500000 Penalty: 11266.017578
	Iteration 27Q: 3 clusters Score -2023860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2023883.000000 Penalty: 11266.017578
	Iteration 28Q: 3 clusters Score -2023883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2023909.500000 Penalty: 11266.017578
	Iteration 29Q: 3 clusters Score -2023910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2023941.125000 Penalty: 11266.017578
	Iteration 30Q: 3 clusters Score -2023941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2023970.125000 Penalty: 11266.017578
	Iteration 31Q: 3 clusters Score -2023970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2024004.875000 Penalty: 11266.017578
	Iteration 32Q: 3 clusters Score -2024005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2024034.125000 Penalty: 11266.017578
	Iteration 33Q: 3 clusters Score -2024034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2024056.750000 Penalty: 11266.017578
	Iteration 34Q: 3 clusters Score -2024057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2024078.625000 Penalty: 11266.017578
	Iteration 35Q: 3 clusters Score -2024079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2024093.750000 Penalty: 11266.017578
	Iteration 36Q: 3 clusters Score -2024094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2024114.875000 Penalty: 11266.017578
	Iteration 37Q: 3 clusters Score -2024115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2024127.125000 Penalty: 11266.017578
	Iteration 38Q: 3 clusters Score -2024127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2024150.750000 Penalty: 11266.017578
	Iteration 39Q: 3 clusters Score -2024151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2024178.875000 Penalty: 11266.017578
	Iteration 40F: 3 clusters Score -2024179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2024197.000000 Penalty: 11266.017578
	Iteration 41Q: 3 clusters Score -2024197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2024222.375000 Penalty: 11266.017578
	Iteration 42Q: 3 clusters Score -2024222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2024247.250000 Penalty: 11266.017578
	Iteration 43Q: 3 clusters Score -2024247 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2024278.750000 Penalty: 11266.017578
	Iteration 44Q: 3 clusters Score -2024279 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2024307.375000 Penalty: 11266.017578
	Iteration 45Q: 3 clusters Score -2024307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2024336.250000 Penalty: 11266.017578
	Iteration 46Q: 3 clusters Score -2024336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2024359.125000 Penalty: 11266.017578
	Iteration 47Q: 3 clusters Score -2024359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2024391.750000 Penalty: 11266.017578
	Iteration 48Q: 3 clusters Score -2024392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2024423.375000 Penalty: 11266.017578
	Iteration 49Q: 3 clusters Score -2024423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2024468.750000 Penalty: 11266.017578
	Iteration 50Q: 3 clusters Score -2024469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2024506.750000 Penalty: 11266.017578
	Iteration 51Q: 3 clusters Score -2024507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2024544.250000 Penalty: 11266.017578
	Iteration 52Q: 3 clusters Score -2024544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2024587.750000 Penalty: 11266.017578
	Iteration 53Q: 3 clusters Score -2024588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2024615.875000 Penalty: 11266.017578
	Iteration 54Q: 3 clusters Score -2024616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2024645.750000 Penalty: 11266.017578
	Iteration 55Q: 3 clusters Score -2024646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2024674.750000 Penalty: 11266.017578
	Iteration 56Q: 3 clusters Score -2024675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2024707.375000 Penalty: 11266.017578
	Iteration 57Q: 3 clusters Score -2024707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2024739.875000 Penalty: 11266.017578
	Iteration 58Q: 3 clusters Score -2024740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2024782.000000 Penalty: 11266.017578
	Iteration 59Q: 3 clusters Score -2024782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2024817.125000 Penalty: 11266.017578
	Iteration 60F: 3 clusters Score -2024817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2024848.750000 Penalty: 11266.017578
	Iteration 61Q: 3 clusters Score -2024849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2024871.500000 Penalty: 11266.017578
	Iteration 62Q: 3 clusters Score -2024872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2024903.000000 Penalty: 11266.017578
	Iteration 63Q: 3 clusters Score -2024903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2024942.125000 Penalty: 11266.017578
	Iteration 64Q: 3 clusters Score -2024942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2024983.375000 Penalty: 11266.017578
	Iteration 65Q: 3 clusters Score -2024983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2025012.000000 Penalty: 11266.017578
	Iteration 66Q: 3 clusters Score -2025012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2025049.625000 Penalty: 11266.017578
	Iteration 67Q: 3 clusters Score -2025050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2025082.000000 Penalty: 11266.017578
	Iteration 68Q: 3 clusters Score -2025082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2025110.375000 Penalty: 11266.017578
	Iteration 69Q: 3 clusters Score -2025110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2025134.750000 Penalty: 11266.017578
	Iteration 70Q: 3 clusters Score -2025135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2025174.875000 Penalty: 11266.017578
	Iteration 71Q: 3 clusters Score -2025175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2025203.250000 Penalty: 11266.017578
	Iteration 72Q: 3 clusters Score -2025203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2025227.000000 Penalty: 11266.017578
	Iteration 73Q: 3 clusters Score -2025227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2025243.250000 Penalty: 11266.017578
	Iteration 74Q: 3 clusters Score -2025243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2025263.500000 Penalty: 11266.017578
	Iteration 75Q: 3 clusters Score -2025264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2025271.000000 Penalty: 11266.017578
	Iteration 76Q: 3 clusters Score -2025271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2025281.250000 Penalty: 11266.017578
	Iteration 77Q: 3 clusters Score -2025281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2025299.500000 Penalty: 11266.017578
	Iteration 78Q: 3 clusters Score -2025300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2025311.625000 Penalty: 11266.017578
	Iteration 79Q: 3 clusters Score -2025312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2025317.750000 Penalty: 11266.017578
	Iteration 80F: 3 clusters Score -2025318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2025320.250000 Penalty: 11266.017578
	Iteration 81Q: 3 clusters Score -2025320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2025320.000000 Penalty: 11266.017578
	Iteration 82Q: 3 clusters Score -2025320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2025322.875000 Penalty: 11266.017578
	Iteration 83Q: 3 clusters Score -2025323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2025329.750000 Penalty: 11266.017578
	Iteration 84Q: 3 clusters Score -2025330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2025332.250000 Penalty: 11266.017578
	Iteration 85Q: 3 clusters Score -2025332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2025335.250000 Penalty: 11266.017578
	Iteration 86Q: 3 clusters Score -2025335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2025335.125000 Penalty: 11266.017578
	Iteration 87Q: 3 clusters Score -2025335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2025342.250000 Penalty: 11266.017578
	Iteration 88Q: 3 clusters Score -2025342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2025348.000000 Penalty: 11266.017578
	Iteration 89Q: 3 clusters Score -2025348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2025356.125000 Penalty: 11266.017578
	Iteration 90Q: 3 clusters Score -2025356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2025364.625000 Penalty: 11266.017578
	Iteration 91Q: 3 clusters Score -2025365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2025373.250000 Penalty: 11266.017578
	Iteration 92Q: 3 clusters Score -2025373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2025380.250000 Penalty: 11266.017578
	Iteration 93Q: 3 clusters Score -2025380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2025380.375000 Penalty: 11266.017578
	Iteration 94Q: 3 clusters Score -2025380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2025383.250000 Penalty: 11266.017578
	Iteration 95Q: 3 clusters Score -2025383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2025386.125000 Penalty: 11266.017578
	Iteration 96Q: 3 clusters Score -2025386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2025386.750000 Penalty: 11266.017578
	Iteration 97Q: 3 clusters Score -2025387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2025387.875000 Penalty: 11266.017578
	Iteration 98Q: 3 clusters Score -2025388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2025387.875000 Penalty: 11266.017578
	Iteration 99F: 3 clusters Score -2025388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -375938.468750 Penalty: 4611.761719
	Iteration 0F: 2 clusters Score -375938.5 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 919 members 
Entering Unmasked Estep 
Score: -371083.781250 Penalty: 9223.523438
	Iteration 0F: 3 clusters Score -371083.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -371666.375000 Penalty: 9223.523438
	Iteration 1F: 3 clusters Score -371666.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -371944.187500 Penalty: 9223.523438
	Iteration 2F: 3 clusters Score -371944.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -372291.218750 Penalty: 9223.523438
	Iteration 3Q: 3 clusters Score -372291.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -372628.343750 Penalty: 9223.523438
	Iteration 4F: 3 clusters Score -372628.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -372910.062500 Penalty: 9223.523438
	Iteration 5F: 3 clusters Score -372910.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -373269.750000 Penalty: 9223.523438
	Iteration 6F: 3 clusters Score -373269.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -373573.062500 Penalty: 9223.523438
	Iteration 7Q: 3 clusters Score -373573.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -373853.875000 Penalty: 9223.523438
	Iteration 8Q: 3 clusters Score -373853.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -374079.937500 Penalty: 9223.523438
	Iteration 9Q: 3 clusters Score -374079.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -374292.187500 Penalty: 9223.523438
	Iteration 10Q: 3 clusters Score -374292.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -374407.937500 Penalty: 9223.523438
	Iteration 11Q: 3 clusters Score -374407.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -374461.468750 Penalty: 9223.523438
	Iteration 12Q: 3 clusters Score -374461.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -374507.437500 Penalty: 9223.523438
	Iteration 13Q: 3 clusters Score -374507.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -374530.625000 Penalty: 9223.523438
	Iteration 14Q: 3 clusters Score -374530.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -374543.968750 Penalty: 9223.523438
	Iteration 15Q: 3 clusters Score -374544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -374552.593750 Penalty: 9223.523438
	Iteration 16Q: 3 clusters Score -374552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -374558.093750 Penalty: 9223.523438
	Iteration 17Q: 3 clusters Score -374558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -374559.687500 Penalty: 9223.523438
	Iteration 18Q: 3 clusters Score -374559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -374561.562500 Penalty: 9223.523438
	Iteration 19Q: 3 clusters Score -374561.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -374565.156250 Penalty: 9223.523438
	Iteration 20F: 3 clusters Score -374565.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -374569.156250 Penalty: 9223.523438
	Iteration 21Q: 3 clusters Score -374569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -374572.187500 Penalty: 9223.523438
	Iteration 22Q: 3 clusters Score -374572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -374572.187500 Penalty: 9223.523438
	Iteration 23F: 3 clusters Score -374572.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -173755.906250 Penalty: 4225.462891
	Iteration 0F: 2 clusters Score -173755.9 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 511 members 
Entering Unmasked Estep 
Score: -169795.890625 Penalty: 8450.925781
	Iteration 0F: 3 clusters Score -169795.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -170261.250000 Penalty: 8450.925781
	Iteration 1F: 3 clusters Score -170261.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -170399.156250 Penalty: 8450.925781
	Iteration 2Q: 3 clusters Score -170399.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -170533.687500 Penalty: 8450.925781
	Iteration 3Q: 3 clusters Score -170533.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -170633.203125 Penalty: 8450.925781
	Iteration 4Q: 3 clusters Score -170633.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -170829.453125 Penalty: 8450.925781
	Iteration 5Q: 3 clusters Score -170829.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -170888.781250 Penalty: 8450.925781
	Iteration 6Q: 3 clusters Score -170888.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -170953.031250 Penalty: 8450.925781
	Iteration 7Q: 3 clusters Score -170953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -170996.281250 Penalty: 8450.925781
	Iteration 8Q: 3 clusters Score -170996.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -171025.671875 Penalty: 8450.925781
	Iteration 9Q: 3 clusters Score -171025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -171049.968750 Penalty: 8450.925781
	Iteration 10Q: 3 clusters Score -171050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -171101.031250 Penalty: 8450.925781
	Iteration 11Q: 3 clusters Score -171101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -171133.453125 Penalty: 8450.925781
	Iteration 12Q: 3 clusters Score -171133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -171158.796875 Penalty: 8450.925781
	Iteration 13Q: 3 clusters Score -171158.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -171199.859375 Penalty: 8450.925781
	Iteration 14Q: 3 clusters Score -171199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -171238.218750 Penalty: 8450.925781
	Iteration 15Q: 3 clusters Score -171238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -171267.062500 Penalty: 8450.925781
	Iteration 16Q: 3 clusters Score -171267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -171289.171875 Penalty: 8450.925781
	Iteration 17Q: 3 clusters Score -171289.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -171325.500000 Penalty: 8450.925781
	Iteration 18Q: 3 clusters Score -171325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -171349.437500 Penalty: 8450.925781
	Iteration 19Q: 3 clusters Score -171349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -171370.640625 Penalty: 8450.925781
	Iteration 20F: 3 clusters Score -171370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -171386.703125 Penalty: 8450.925781
	Iteration 21Q: 3 clusters Score -171386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -171400.140625 Penalty: 8450.925781
	Iteration 22Q: 3 clusters Score -171400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -171409.281250 Penalty: 8450.925781
	Iteration 23Q: 3 clusters Score -171409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -171411.343750 Penalty: 8450.925781
	Iteration 24Q: 3 clusters Score -171411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -171415.812500 Penalty: 8450.925781
	Iteration 25Q: 3 clusters Score -171415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -171426.656250 Penalty: 8450.925781
	Iteration 26Q: 3 clusters Score -171426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -171435.312500 Penalty: 8450.925781
	Iteration 27Q: 3 clusters Score -171435.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -171435.312500 Penalty: 8450.925781
	Iteration 28F: 3 clusters Score -171435.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Entering Unmasked Estep 
Score: -5366768.000000 Penalty: 6227.549316
	Iteration 0F: 2 clusters Score -5366768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -5346283.500000 Penalty: 12455.098633
	Iteration 0F: 3 clusters Score -5346284 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -5352135.000000 Penalty: 12455.098633
	Iteration 1F: 3 clusters Score -5352135 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5352923.500000 Penalty: 12455.098633
	Iteration 2F: 3 clusters Score -5352924 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -5353546.000000 Penalty: 12455.098633
	Iteration 3F: 3 clusters Score -5353546 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -5354040.000000 Penalty: 12455.098633
	Iteration 4Q: 3 clusters Score -5354040 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5354441.000000 Penalty: 12455.098633
	Iteration 5Q: 3 clusters Score -5354441 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -5354815.500000 Penalty: 12455.098633
	Iteration 6Q: 3 clusters Score -5354816 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5355191.500000 Penalty: 12455.098633
	Iteration 7Q: 3 clusters Score -5355192 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5355567.000000 Penalty: 12455.098633
	Iteration 8Q: 3 clusters Score -5355567 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -5355946.500000 Penalty: 12455.098633
	Iteration 9Q: 3 clusters Score -5355946 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -5356396.500000 Penalty: 12455.098633
	Iteration 10Q: 3 clusters Score -5356396 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -5356879.000000 Penalty: 12455.098633
	Iteration 11Q: 3 clusters Score -5356879 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -5357362.000000 Penalty: 12455.098633
	Iteration 12Q: 3 clusters Score -5357362 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5357794.500000 Penalty: 12455.098633
	Iteration 13Q: 3 clusters Score -5357794 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -5358239.000000 Penalty: 12455.098633
	Iteration 14Q: 3 clusters Score -5358239 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -5358715.000000 Penalty: 12455.098633
	Iteration 15Q: 3 clusters Score -5358715 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -5359151.500000 Penalty: 12455.098633
	Iteration 16Q: 3 clusters Score -5359152 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5359550.500000 Penalty: 12455.098633
	Iteration 17Q: 3 clusters Score -5359550 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -5359884.500000 Penalty: 12455.098633
	Iteration 18Q: 3 clusters Score -5359884 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -5360167.500000 Penalty: 12455.098633
	Iteration 19Q: 3 clusters Score -5360168 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -5360387.000000 Penalty: 12455.098633
	Iteration 20F: 3 clusters Score -5360387 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -5360547.500000 Penalty: 12455.098633
	Iteration 21Q: 3 clusters Score -5360548 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5360669.000000 Penalty: 12455.098633
	Iteration 22Q: 3 clusters Score -5360669 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -5360778.500000 Penalty: 12455.098633
	Iteration 23Q: 3 clusters Score -5360778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5360857.500000 Penalty: 12455.098633
	Iteration 24Q: 3 clusters Score -5360858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5360944.000000 Penalty: 12455.098633
	Iteration 25Q: 3 clusters Score -5360944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5361009.500000 Penalty: 12455.098633
	Iteration 26Q: 3 clusters Score -5361010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -5361069.000000 Penalty: 12455.098633
	Iteration 27Q: 3 clusters Score -5361069 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -5361116.000000 Penalty: 12455.098633
	Iteration 28Q: 3 clusters Score -5361116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -5361166.500000 Penalty: 12455.098633
	Iteration 29Q: 3 clusters Score -5361166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -5361192.500000 Penalty: 12455.098633
	Iteration 30Q: 3 clusters Score -5361192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -5361220.500000 Penalty: 12455.098633
	Iteration 31Q: 3 clusters Score -5361220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -5361244.500000 Penalty: 12455.098633
	Iteration 32Q: 3 clusters Score -5361244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -5361263.500000 Penalty: 12455.098633
	Iteration 33Q: 3 clusters Score -5361264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -5361285.000000 Penalty: 12455.098633
	Iteration 34Q: 3 clusters Score -5361285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -5361276.500000 Penalty: 12455.098633
	Iteration 35Q: 3 clusters Score -5361276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -5361277.000000 Penalty: 12455.098633
	Iteration 36Q: 3 clusters Score -5361277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -5361286.000000 Penalty: 12455.098633
	Iteration 37Q: 3 clusters Score -5361286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -5361293.000000 Penalty: 12455.098633
	Iteration 38Q: 3 clusters Score -5361293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -5361299.500000 Penalty: 12455.098633
	Iteration 39Q: 3 clusters Score -5361300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -5361304.000000 Penalty: 12455.098633
	Iteration 40F: 3 clusters Score -5361304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -5361302.500000 Penalty: 12455.098633
	Iteration 41Q: 3 clusters Score -5361302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -5361309.500000 Penalty: 12455.098633
	Iteration 42Q: 3 clusters Score -5361310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -5361321.000000 Penalty: 12455.098633
	Iteration 43Q: 3 clusters Score -5361321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -5361322.500000 Penalty: 12455.098633
	Iteration 44Q: 3 clusters Score -5361322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -5361324.500000 Penalty: 12455.098633
	Iteration 45Q: 3 clusters Score -5361324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -5361328.000000 Penalty: 12455.098633
	Iteration 46Q: 3 clusters Score -5361328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -5361328.500000 Penalty: 12455.098633
	Iteration 47Q: 3 clusters Score -5361328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -5361326.500000 Penalty: 12455.098633
	Iteration 48Q: 3 clusters Score -5361326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -5361326.500000 Penalty: 12455.098633
	Iteration 49F: 3 clusters Score -5361326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -118116.687500 Penalty: 3969.965820
	Iteration 0F: 2 clusters Score -118116.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -114557.898438 Penalty: 7939.931641
	Iteration 0F: 3 clusters Score -114557.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -114858.195312 Penalty: 7939.931641
	Iteration 1F: 3 clusters Score -114858.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -114954.437500 Penalty: 7939.931641
	Iteration 2Q: 3 clusters Score -114954.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -115005.984375 Penalty: 7939.931641
	Iteration 3Q: 3 clusters Score -115006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -115041.640625 Penalty: 7939.931641
	Iteration 4Q: 3 clusters Score -115041.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115074.632812 Penalty: 7939.931641
	Iteration 5Q: 3 clusters Score -115074.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -115108.218750 Penalty: 7939.931641
	Iteration 6Q: 3 clusters Score -115108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -115165.437500 Penalty: 7939.931641
	Iteration 7Q: 3 clusters Score -115165.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -115215.039062 Penalty: 7939.931641
	Iteration 8Q: 3 clusters Score -115215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115337.656250 Penalty: 7939.931641
	Iteration 9Q: 3 clusters Score -115337.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -115397.453125 Penalty: 7939.931641
	Iteration 10Q: 3 clusters Score -115397.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -115482.460938 Penalty: 7939.931641
	Iteration 11Q: 3 clusters Score -115482.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -115584.226562 Penalty: 7939.931641
	Iteration 12Q: 3 clusters Score -115584.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115718.929688 Penalty: 7939.931641
	Iteration 13Q: 3 clusters Score -115718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -115916.484375 Penalty: 7939.931641
	Iteration 14Q: 3 clusters Score -115916.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -116009.710938 Penalty: 7939.931641
	Iteration 15Q: 3 clusters Score -116009.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116078.335938 Penalty: 7939.931641
	Iteration 16Q: 3 clusters Score -116078.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -116278.460938 Penalty: 7939.931641
	Iteration 17Q: 3 clusters Score -116278.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116577.812500 Penalty: 7939.931641
	Iteration 18Q: 3 clusters Score -116577.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116775.109375 Penalty: 7939.931641
	Iteration 19Q: 3 clusters Score -116775.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116837.000000 Penalty: 7939.931641
	Iteration 20F: 3 clusters Score -116837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116889.109375 Penalty: 7939.931641
	Iteration 21Q: 3 clusters Score -116889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116930.476562 Penalty: 7939.931641
	Iteration 22Q: 3 clusters Score -116930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -116946.460938 Penalty: 7939.931641
	Iteration 23Q: 3 clusters Score -116946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116950.835938 Penalty: 7939.931641
	Iteration 24Q: 3 clusters Score -116950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -116953.414062 Penalty: 7939.931641
	Iteration 25Q: 3 clusters Score -116953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -116953.414062 Penalty: 7939.931641
	Iteration 26F: 3 clusters Score -116953.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -197677.000000 Penalty: 4235.880371
	Iteration 0F: 2 clusters Score -197677 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 498 members 
Entering Unmasked Estep 
Score: -193544.531250 Penalty: 8471.760742
	Iteration 0F: 3 clusters Score -193544.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -193938.375000 Penalty: 8471.760742
	Iteration 1F: 3 clusters Score -193938.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -194091.984375 Penalty: 8471.760742
	Iteration 2Q: 3 clusters Score -194092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -194224.343750 Penalty: 8471.760742
	Iteration 3Q: 3 clusters Score -194224.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -194277.609375 Penalty: 8471.760742
	Iteration 4Q: 3 clusters Score -194277.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -194327.000000 Penalty: 8471.760742
	Iteration 5Q: 3 clusters Score -194327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -194358.250000 Penalty: 8471.760742
	Iteration 6Q: 3 clusters Score -194358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -194378.234375 Penalty: 8471.760742
	Iteration 7Q: 3 clusters Score -194378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -194398.156250 Penalty: 8471.760742
	Iteration 8Q: 3 clusters Score -194398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -194408.625000 Penalty: 8471.760742
	Iteration 9Q: 3 clusters Score -194408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -194409.734375 Penalty: 8471.760742
	Iteration 10Q: 3 clusters Score -194409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -194411.140625 Penalty: 8471.760742
	Iteration 11Q: 3 clusters Score -194411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -194414.531250 Penalty: 8471.760742
	Iteration 12Q: 3 clusters Score -194414.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -194417.953125 Penalty: 8471.760742
	Iteration 13Q: 3 clusters Score -194418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -194417.953125 Penalty: 8471.760742
	Iteration 14F: 3 clusters Score -194418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -75083.921875 Penalty: 3714.068359
	Iteration 0F: 2 clusters Score -75083.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72100.453125 Penalty: 7428.136719
	Iteration 0F: 3 clusters Score -72100.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72324.093750 Penalty: 7428.136719
	Iteration 1F: 3 clusters Score -72324.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72447.609375 Penalty: 7428.136719
	Iteration 2Q: 3 clusters Score -72447.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72527.593750 Penalty: 7428.136719
	Iteration 3Q: 3 clusters Score -72527.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72666.875000 Penalty: 7428.136719
	Iteration 4Q: 3 clusters Score -72666.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72750.101562 Penalty: 7428.136719
	Iteration 5Q: 3 clusters Score -72750.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72800.679688 Penalty: 7428.136719
	Iteration 6Q: 3 clusters Score -72800.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72836.562500 Penalty: 7428.136719
	Iteration 7Q: 3 clusters Score -72836.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72883.859375 Penalty: 7428.136719
	Iteration 8Q: 3 clusters Score -72883.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72919.882812 Penalty: 7428.136719
	Iteration 9Q: 3 clusters Score -72919.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72965.632812 Penalty: 7428.136719
	Iteration 10Q: 3 clusters Score -72965.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72973.367188 Penalty: 7428.136719
	Iteration 11Q: 3 clusters Score -72973.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72979.351562 Penalty: 7428.136719
	Iteration 12Q: 3 clusters Score -72979.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72991.414062 Penalty: 7428.136719
	Iteration 13Q: 3 clusters Score -72991.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73006.453125 Penalty: 7428.136719
	Iteration 14Q: 3 clusters Score -73006.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73006.453125 Penalty: 7428.136719
	Iteration 15F: 3 clusters Score -73006.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Entering Unmasked Estep 
Score: -7929125.000000 Penalty: 6463.918457
	Iteration 0F: 2 clusters Score -7929125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -7901171.000000 Penalty: 12927.836914
	Iteration 0F: 3 clusters Score -7901171 nChanged 16463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -7910120.000000 Penalty: 12927.836914
	Iteration 1F: 3 clusters Score -7910120 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -7911124.500000 Penalty: 12927.836914
	Iteration 2F: 3 clusters Score -7911124 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -7911961.500000 Penalty: 12927.836914
	Iteration 3F: 3 clusters Score -7911962 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -7912681.000000 Penalty: 12927.836914
	Iteration 4Q: 3 clusters Score -7912681 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -7913381.500000 Penalty: 12927.836914
	Iteration 5Q: 3 clusters Score -7913382 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -7913940.000000 Penalty: 12927.836914
	Iteration 6Q: 3 clusters Score -7913940 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -7914553.000000 Penalty: 12927.836914
	Iteration 7Q: 3 clusters Score -7914553 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -7915134.000000 Penalty: 12927.836914
	Iteration 8Q: 3 clusters Score -7915134 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -7915693.000000 Penalty: 12927.836914
	Iteration 9Q: 3 clusters Score -7915693 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -7916253.500000 Penalty: 12927.836914
	Iteration 10Q: 3 clusters Score -7916254 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -7916880.500000 Penalty: 12927.836914
	Iteration 11Q: 3 clusters Score -7916880 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -7917434.500000 Penalty: 12927.836914
	Iteration 12Q: 3 clusters Score -7917434 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -7918010.000000 Penalty: 12927.836914
	Iteration 13Q: 3 clusters Score -7918010 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -7918597.000000 Penalty: 12927.836914
	Iteration 14Q: 3 clusters Score -7918597 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -7919118.000000 Penalty: 12927.836914
	Iteration 15Q: 3 clusters Score -7919118 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -7919563.000000 Penalty: 12927.836914
	Iteration 16Q: 3 clusters Score -7919563 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -7919966.500000 Penalty: 12927.836914
	Iteration 17Q: 3 clusters Score -7919966 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -7920239.500000 Penalty: 12927.836914
	Iteration 18Q: 3 clusters Score -7920240 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -7920519.500000 Penalty: 12927.836914
	Iteration 19Q: 3 clusters Score -7920520 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -7920802.500000 Penalty: 12927.836914
	Iteration 20F: 3 clusters Score -7920802 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -7920967.500000 Penalty: 12927.836914
	Iteration 21Q: 3 clusters Score -7920968 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -7921133.500000 Penalty: 12927.836914
	Iteration 22Q: 3 clusters Score -7921134 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -7921258.500000 Penalty: 12927.836914
	Iteration 23Q: 3 clusters Score -7921258 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -7921340.000000 Penalty: 12927.836914
	Iteration 24Q: 3 clusters Score -7921340 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -7921432.000000 Penalty: 12927.836914
	Iteration 25Q: 3 clusters Score -7921432 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -7921506.500000 Penalty: 12927.836914
	Iteration 26Q: 3 clusters Score -7921506 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -7921563.000000 Penalty: 12927.836914
	Iteration 27Q: 3 clusters Score -7921563 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -7921647.500000 Penalty: 12927.836914
	Iteration 28Q: 3 clusters Score -7921648 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -7921742.000000 Penalty: 12927.836914
	Iteration 29Q: 3 clusters Score -7921742 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -7921803.500000 Penalty: 12927.836914
	Iteration 30Q: 3 clusters Score -7921804 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -7921861.500000 Penalty: 12927.836914
	Iteration 31Q: 3 clusters Score -7921862 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -7921937.500000 Penalty: 12927.836914
	Iteration 32Q: 3 clusters Score -7921938 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -7922009.000000 Penalty: 12927.836914
	Iteration 33Q: 3 clusters Score -7922009 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7922093.500000 Penalty: 12927.836914
	Iteration 34Q: 3 clusters Score -7922094 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -7922168.500000 Penalty: 12927.836914
	Iteration 35Q: 3 clusters Score -7922168 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -7922234.000000 Penalty: 12927.836914
	Iteration 36Q: 3 clusters Score -7922234 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -7922307.500000 Penalty: 12927.836914
	Iteration 37Q: 3 clusters Score -7922308 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -7922355.000000 Penalty: 12927.836914
	Iteration 38Q: 3 clusters Score -7922355 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -7922472.500000 Penalty: 12927.836914
	Iteration 39Q: 3 clusters Score -7922472 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -7922510.500000 Penalty: 12927.836914
	Iteration 40F: 3 clusters Score -7922510 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -7922556.000000 Penalty: 12927.836914
	Iteration 41Q: 3 clusters Score -7922556 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7922629.000000 Penalty: 12927.836914
	Iteration 42Q: 3 clusters Score -7922629 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -7922680.500000 Penalty: 12927.836914
	Iteration 43Q: 3 clusters Score -7922680 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7922763.000000 Penalty: 12927.836914
	Iteration 44Q: 3 clusters Score -7922763 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -7922811.000000 Penalty: 12927.836914
	Iteration 45Q: 3 clusters Score -7922811 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7922850.500000 Penalty: 12927.836914
	Iteration 46Q: 3 clusters Score -7922850 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -7922898.500000 Penalty: 12927.836914
	Iteration 47Q: 3 clusters Score -7922898 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7922961.500000 Penalty: 12927.836914
	Iteration 48Q: 3 clusters Score -7922962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -7922991.500000 Penalty: 12927.836914
	Iteration 49Q: 3 clusters Score -7922992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -7923026.000000 Penalty: 12927.836914
	Iteration 50Q: 3 clusters Score -7923026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7923073.000000 Penalty: 12927.836914
	Iteration 51Q: 3 clusters Score -7923073 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7923091.000000 Penalty: 12927.836914
	Iteration 52Q: 3 clusters Score -7923091 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7923121.000000 Penalty: 12927.836914
	Iteration 53Q: 3 clusters Score -7923121 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7923142.000000 Penalty: 12927.836914
	Iteration 54Q: 3 clusters Score -7923142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7923202.500000 Penalty: 12927.836914
	Iteration 55Q: 3 clusters Score -7923202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -7923227.500000 Penalty: 12927.836914
	Iteration 56Q: 3 clusters Score -7923228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -7923238.500000 Penalty: 12927.836914
	Iteration 57Q: 3 clusters Score -7923238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7923261.500000 Penalty: 12927.836914
	Iteration 58Q: 3 clusters Score -7923262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7923290.000000 Penalty: 12927.836914
	Iteration 59Q: 3 clusters Score -7923290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7923307.000000 Penalty: 12927.836914
	Iteration 60F: 3 clusters Score -7923307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7923321.000000 Penalty: 12927.836914
	Iteration 61Q: 3 clusters Score -7923321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7923337.000000 Penalty: 12927.836914
	Iteration 62Q: 3 clusters Score -7923337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7923371.500000 Penalty: 12927.836914
	Iteration 63Q: 3 clusters Score -7923372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7923383.500000 Penalty: 12927.836914
	Iteration 64Q: 3 clusters Score -7923384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7923387.500000 Penalty: 12927.836914
	Iteration 65Q: 3 clusters Score -7923388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7923400.500000 Penalty: 12927.836914
	Iteration 66Q: 3 clusters Score -7923400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7923417.000000 Penalty: 12927.836914
	Iteration 67Q: 3 clusters Score -7923417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7923426.500000 Penalty: 12927.836914
	Iteration 68Q: 3 clusters Score -7923426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7923447.500000 Penalty: 12927.836914
	Iteration 69Q: 3 clusters Score -7923448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7923463.500000 Penalty: 12927.836914
	Iteration 70Q: 3 clusters Score -7923464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7923475.500000 Penalty: 12927.836914
	Iteration 71Q: 3 clusters Score -7923476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7923484.000000 Penalty: 12927.836914
	Iteration 72Q: 3 clusters Score -7923484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7923492.500000 Penalty: 12927.836914
	Iteration 73Q: 3 clusters Score -7923492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7923517.500000 Penalty: 12927.836914
	Iteration 74Q: 3 clusters Score -7923518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7923527.000000 Penalty: 12927.836914
	Iteration 75Q: 3 clusters Score -7923527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7923551.000000 Penalty: 12927.836914
	Iteration 76Q: 3 clusters Score -7923551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7923557.000000 Penalty: 12927.836914
	Iteration 77Q: 3 clusters Score -7923557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7923569.500000 Penalty: 12927.836914
	Iteration 78Q: 3 clusters Score -7923570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7923578.500000 Penalty: 12927.836914
	Iteration 79Q: 3 clusters Score -7923578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7923585.000000 Penalty: 12927.836914
	Iteration 80F: 3 clusters Score -7923585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7923595.500000 Penalty: 12927.836914
	Iteration 81Q: 3 clusters Score -7923596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7923602.500000 Penalty: 12927.836914
	Iteration 82Q: 3 clusters Score -7923602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7923608.500000 Penalty: 12927.836914
	Iteration 83Q: 3 clusters Score -7923608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7923601.000000 Penalty: 12927.836914
	Iteration 84Q: 3 clusters Score -7923601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7923610.000000 Penalty: 12927.836914
	Iteration 85Q: 3 clusters Score -7923610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7923602.000000 Penalty: 12927.836914
	Iteration 86Q: 3 clusters Score -7923602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7923616.000000 Penalty: 12927.836914
	Iteration 87Q: 3 clusters Score -7923616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7923621.000000 Penalty: 12927.836914
	Iteration 88Q: 3 clusters Score -7923621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7923626.500000 Penalty: 12927.836914
	Iteration 89Q: 3 clusters Score -7923626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7923628.000000 Penalty: 12927.836914
	Iteration 90Q: 3 clusters Score -7923628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7923626.500000 Penalty: 12927.836914
	Iteration 91Q: 3 clusters Score -7923626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7923635.000000 Penalty: 12927.836914
	Iteration 92Q: 3 clusters Score -7923635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7923631.000000 Penalty: 12927.836914
	Iteration 93Q: 3 clusters Score -7923631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7923631.000000 Penalty: 12927.836914
	Iteration 94F: 3 clusters Score -7923631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Entering Unmasked Estep 
Score: -15317336.000000 Penalty: 6866.536133
	Iteration 0F: 2 clusters Score -1.531734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -15266159.000000 Penalty: 13733.072266
	Iteration 0F: 3 clusters Score -1.526616e+07 nChanged 33387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -15284360.000000 Penalty: 13733.072266
	Iteration 1F: 3 clusters Score -1.528436e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -15285326.000000 Penalty: 13733.072266
	Iteration 2Q: 3 clusters Score -1.528533e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -15286194.000000 Penalty: 13733.072266
	Iteration 3Q: 3 clusters Score -1.528619e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -15287030.000000 Penalty: 13733.072266
	Iteration 4Q: 3 clusters Score -1.528703e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -15287867.000000 Penalty: 13733.072266
	Iteration 5Q: 3 clusters Score -1.528787e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -15289107.000000 Penalty: 13733.072266
	Iteration 6Q: 3 clusters Score -1.528911e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -15290535.000000 Penalty: 13733.072266
	Iteration 7Q: 3 clusters Score -1.529054e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -15292284.000000 Penalty: 13733.072266
	Iteration 8Q: 3 clusters Score -1.529228e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -15294543.000000 Penalty: 13733.072266
	Iteration 9F: 3 clusters Score -1.529454e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -15297191.000000 Penalty: 13733.072266
	Iteration 10F: 3 clusters Score -1.529719e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -15299889.000000 Penalty: 13733.072266
	Iteration 11F: 3 clusters Score -1.529989e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -15302528.000000 Penalty: 13733.072266
	Iteration 12Q: 3 clusters Score -1.530253e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -15304924.000000 Penalty: 13733.072266
	Iteration 13Q: 3 clusters Score -1.530492e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -15306946.000000 Penalty: 13733.072266
	Iteration 14Q: 3 clusters Score -1.530695e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -15308550.000000 Penalty: 13733.072266
	Iteration 15Q: 3 clusters Score -1.530855e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -15309752.000000 Penalty: 13733.072266
	Iteration 16Q: 3 clusters Score -1.530975e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -15310562.000000 Penalty: 13733.072266
	Iteration 17Q: 3 clusters Score -1.531056e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -15311077.000000 Penalty: 13733.072266
	Iteration 18Q: 3 clusters Score -1.531108e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -15311386.000000 Penalty: 13733.072266
	Iteration 19Q: 3 clusters Score -1.531139e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -15311579.000000 Penalty: 13733.072266
	Iteration 20F: 3 clusters Score -1.531158e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -15311728.000000 Penalty: 13733.072266
	Iteration 21Q: 3 clusters Score -1.531173e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -15311794.000000 Penalty: 13733.072266
	Iteration 22Q: 3 clusters Score -1.531179e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -15311840.000000 Penalty: 13733.072266
	Iteration 23Q: 3 clusters Score -1.531184e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -15311873.000000 Penalty: 13733.072266
	Iteration 24Q: 3 clusters Score -1.531187e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 71345 members 
Entering Unmasked Estep 
Score: -15311920.000000 Penalty: 13733.072266
	Iteration 25Q: 3 clusters Score -1.531192e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -15311960.000000 Penalty: 13733.072266
	Iteration 26Q: 3 clusters Score -1.531196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -15311997.000000 Penalty: 13733.072266
	Iteration 27Q: 3 clusters Score -1.5312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -15312007.000000 Penalty: 13733.072266
	Iteration 28Q: 3 clusters Score -1.531201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -15312026.000000 Penalty: 13733.072266
	Iteration 29Q: 3 clusters Score -1.531203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -15312049.000000 Penalty: 13733.072266
	Iteration 30Q: 3 clusters Score -1.531205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -15312058.000000 Penalty: 13733.072266
	Iteration 31Q: 3 clusters Score -1.531206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -15312057.000000 Penalty: 13733.072266
	Iteration 32Q: 3 clusters Score -1.531206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -15312050.000000 Penalty: 13733.072266
	Iteration 33Q: 3 clusters Score -1.531205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -15312049.000000 Penalty: 13733.072266
	Iteration 34Q: 3 clusters Score -1.531205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -15312062.000000 Penalty: 13733.072266
	Iteration 35Q: 3 clusters Score -1.531206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -15312057.000000 Penalty: 13733.072266
	Iteration 36Q: 3 clusters Score -1.531206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -15312060.000000 Penalty: 13733.072266
	Iteration 37Q: 3 clusters Score -1.531206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -15312056.000000 Penalty: 13733.072266
	Iteration 38Q: 3 clusters Score -1.531206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -15312057.000000 Penalty: 13733.072266
	Iteration 39Q: 3 clusters Score -1.531206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -15312061.000000 Penalty: 13733.072266
	Iteration 40F: 3 clusters Score -1.531206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -15312070.000000 Penalty: 13733.072266
	Iteration 41Q: 3 clusters Score -1.531207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -15312062.000000 Penalty: 13733.072266
	Iteration 42Q: 3 clusters Score -1.531206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -15312064.000000 Penalty: 13733.072266
	Iteration 43Q: 3 clusters Score -1.531206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -15312064.000000 Penalty: 13733.072266
	Iteration 44F: 3 clusters Score -1.531206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Entering Unmasked Estep 
Score: -8575322.000000 Penalty: 6509.820801
	Iteration 0F: 2 clusters Score -8575322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -8545330.000000 Penalty: 13019.641602
	Iteration 0F: 3 clusters Score -8545330 nChanged 17834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -8554756.000000 Penalty: 13019.641602
	Iteration 1F: 3 clusters Score -8554756 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -8555566.000000 Penalty: 13019.641602
	Iteration 2F: 3 clusters Score -8555566 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -8556205.000000 Penalty: 13019.641602
	Iteration 3Q: 3 clusters Score -8556205 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -8556651.000000 Penalty: 13019.641602
	Iteration 4Q: 3 clusters Score -8556651 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -8557113.000000 Penalty: 13019.641602
	Iteration 5Q: 3 clusters Score -8557113 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -8557471.000000 Penalty: 13019.641602
	Iteration 6Q: 3 clusters Score -8557471 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -8557823.000000 Penalty: 13019.641602
	Iteration 7Q: 3 clusters Score -8557823 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -8558159.000000 Penalty: 13019.641602
	Iteration 8Q: 3 clusters Score -8558159 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -8558561.000000 Penalty: 13019.641602
	Iteration 9Q: 3 clusters Score -8558561 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -8559029.000000 Penalty: 13019.641602
	Iteration 10Q: 3 clusters Score -8559029 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -8559664.000000 Penalty: 13019.641602
	Iteration 11Q: 3 clusters Score -8559664 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -8560676.000000 Penalty: 13019.641602
	Iteration 12Q: 3 clusters Score -8560676 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -8561876.000000 Penalty: 13019.641602
	Iteration 13Q: 3 clusters Score -8561876 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -8563335.000000 Penalty: 13019.641602
	Iteration 14F: 3 clusters Score -8563335 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -8564932.000000 Penalty: 13019.641602
	Iteration 15F: 3 clusters Score -8564932 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -8566319.000000 Penalty: 13019.641602
	Iteration 16Q: 3 clusters Score -8566319 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8567461.000000 Penalty: 13019.641602
	Iteration 17Q: 3 clusters Score -8567461 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8568159.000000 Penalty: 13019.641602
	Iteration 18Q: 3 clusters Score -8568159 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8568644.000000 Penalty: 13019.641602
	Iteration 19Q: 3 clusters Score -8568644 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8568946.000000 Penalty: 13019.641602
	Iteration 20F: 3 clusters Score -8568946 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8569129.000000 Penalty: 13019.641602
	Iteration 21Q: 3 clusters Score -8569129 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8569283.000000 Penalty: 13019.641602
	Iteration 22Q: 3 clusters Score -8569283 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8569382.000000 Penalty: 13019.641602
	Iteration 23Q: 3 clusters Score -8569382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8569450.000000 Penalty: 13019.641602
	Iteration 24Q: 3 clusters Score -8569450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8569494.000000 Penalty: 13019.641602
	Iteration 25Q: 3 clusters Score -8569494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8569522.000000 Penalty: 13019.641602
	Iteration 26Q: 3 clusters Score -8569522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8569537.000000 Penalty: 13019.641602
	Iteration 27Q: 3 clusters Score -8569537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8569567.000000 Penalty: 13019.641602
	Iteration 28Q: 3 clusters Score -8569567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8569566.000000 Penalty: 13019.641602
	Iteration 29Q: 3 clusters Score -8569566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8569572.000000 Penalty: 13019.641602
	Iteration 30Q: 3 clusters Score -8569572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8569594.000000 Penalty: 13019.641602
	Iteration 31Q: 3 clusters Score -8569594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8569601.000000 Penalty: 13019.641602
	Iteration 32Q: 3 clusters Score -8569601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8569601.000000 Penalty: 13019.641602
	Iteration 33Q: 3 clusters Score -8569601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8569621.000000 Penalty: 13019.641602
	Iteration 34Q: 3 clusters Score -8569621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8569615.000000 Penalty: 13019.641602
	Iteration 35Q: 3 clusters Score -8569615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8569617.000000 Penalty: 13019.641602
	Iteration 36Q: 3 clusters Score -8569617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8569633.000000 Penalty: 13019.641602
	Iteration 37Q: 3 clusters Score -8569633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8569650.000000 Penalty: 13019.641602
	Iteration 38Q: 3 clusters Score -8569650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8569662.000000 Penalty: 13019.641602
	Iteration 39Q: 3 clusters Score -8569662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8569667.000000 Penalty: 13019.641602
	Iteration 40F: 3 clusters Score -8569667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8569664.000000 Penalty: 13019.641602
	Iteration 41Q: 3 clusters Score -8569664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8569674.000000 Penalty: 13019.641602
	Iteration 42Q: 3 clusters Score -8569674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8569676.000000 Penalty: 13019.641602
	Iteration 43Q: 3 clusters Score -8569676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8569673.000000 Penalty: 13019.641602
	Iteration 44Q: 3 clusters Score -8569673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8569673.000000 Penalty: 13019.641602
	Iteration 45F: 3 clusters Score -8569673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -106051.039062 Penalty: 3900.514404
	Iteration 0F: 2 clusters Score -106051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -102504.921875 Penalty: 7801.028809
	Iteration 0F: 3 clusters Score -102504.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -102664.148438 Penalty: 7801.028809
	Iteration 1F: 3 clusters Score -102664.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -102717.132812 Penalty: 7801.028809
	Iteration 2Q: 3 clusters Score -102717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102734.710938 Penalty: 7801.028809
	Iteration 3Q: 3 clusters Score -102734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102741.445312 Penalty: 7801.028809
	Iteration 4Q: 3 clusters Score -102741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102741.445312 Penalty: 7801.028809
	Iteration 5F: 3 clusters Score -102741.4 nChanged 0
--- Evaluating fit on full set of 1326027 points ---
Entering Unmasked Estep 
Score: -268135936.000000 Penalty: 215871.000000
25->26 Clusters: Score -268135936.000000, best is -268752544.000000

Main iterations: 0 (time per=infms)
Total iterations: 38211 (time per=535.681602ms)
Iterations metric 2: 3665798365184.000000 (time per=5.583758ns)
Iterations metric 3: 175959944724480.000000 (time per=116.327211ps)

That took 20468.929688 seconds.
